{"Loss/scores/fake": {"num": 32, "mean": 2.224722981452942, "std": 1.3916442987143418}, "Loss/signs/fake": {"num": 32, "mean": 0.9375, "std": 0.34798527267687634}, "Loss/G/loss": {"num": 16, "mean": 0.26621949672698975, "std": 0.2205683045564778}, "Loss/pl_penalty": {"num": 8, "mean": 1.458878517150879, "std": 0.6114875231965068}, "Loss/G/reg": {"num": 8, "mean": 2.917757034301758, "std": 1.2229750463930136}, "Loss/scores/real": {"num": 32, "mean": -1.8292813152074814, "std": 2.268462222895613}, "Loss/signs/real": {"num": 32, "mean": 0.0, "std": 1.0}, "Loss/D/loss": {"num": 16, "mean": 3.5430855751037598, "std": 1.2812812460258056}, "Loss/r1_penalty": {"num": 16, "mean": 0.0012207702966406941, "std": 4.979862771815261e-05}, "Loss/D/reg": {"num": 16, "mean": 0.0005000274395570159, "std": 2.039942837301593e-05}, "Progress/tick": {"num": 1, "mean": 0.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 0.01600000075995922, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 14.525132179260254, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 2.1432297229766846, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 133.9518585205078, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 12.381902694702148, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.4328155517578125, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 9.09664535522461, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 0.004034759011119604, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.00016811495879665017, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 849.9649047851562, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 935.1168212890625, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 264.3865661621094, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 173.56390380859375, "std": 0.0}, "timestamp": 1694469859.9226563}
{"Loss/scores/fake": {"num": 8000, "mean": -3.7361599965840577, "std": 4.483519104315326}, "Loss/signs/fake": {"num": 8000, "mean": -0.80375, "std": 0.5949671734642173}, "Loss/G/loss": {"num": 4000, "mean": 4.36746344780922, "std": 4.529738081205385}, "Loss/pl_penalty": {"num": 496, "mean": 0.03664534690793634, "std": 0.085240658815151}, "Loss/G/reg": {"num": 496, "mean": 0.07329069381587268, "std": 0.170481317630302}, "Loss/scores/real": {"num": 4240, "mean": 2.0832355121115467, "std": 2.289401781901717}, "Loss/signs/real": {"num": 4240, "mean": 0.6924528301886792, "std": 0.7214631508009874}, "Loss/D/loss": {"num": 4000, "mean": 0.6893591729104519, "std": 0.9639294788158023}, "Loss/r1_penalty": {"num": 240, "mean": 0.012356114655267448, "std": 0.01773392933400866}, "Loss/D/reg": {"num": 240, "mean": 0.005061064365630349, "std": 0.007263817328610858}, "Progress/tick": {"num": 1, "mean": 1.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 4.015999794006348, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 861.994384765625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 112.11528778076172, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.02882194519043, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 735.35400390625, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.703559875488281, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.9600701332092285, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0042240009643137455, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 0.2394428849220276, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.009976787492632866, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 184.51763916015625, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 159.77676391601562, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 213.42822265625, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 174.1230010986328, "std": 0.0}, "timestamp": 1694469972.1063874}
{"Loss/scores/fake": {"num": 8000, "mean": -2.025186378583312, "std": 1.6981863237424213}, "Loss/signs/fake": {"num": 8000, "mean": -0.84975, "std": 0.5271858661800409}, "Loss/G/loss": {"num": 4000, "mean": 2.550042236447334, "std": 1.636182870418017}, "Loss/pl_penalty": {"num": 504, "mean": 0.0005402036617779809, "std": 0.0009944093093157782}, "Loss/G/reg": {"num": 504, "mean": 0.0010804073235559618, "std": 0.0019888186186315564}, "Loss/scores/real": {"num": 4256, "mean": 2.5491928050952746, "std": 2.606149187747243}, "Loss/signs/real": {"num": 4256, "mean": 0.6842105263157895, "std": 0.7292845505553168}, "Loss/D/loss": {"num": 4000, "mean": 0.715504269361496, "std": 0.9519533421397501}, "Loss/r1_penalty": {"num": 256, "mean": 0.037253989750752226, "std": 0.03212776558832086}, "Loss/D/reg": {"num": 256, "mean": 0.015259233899996616, "std": 0.013159532542677403}, "Progress/tick": {"num": 1, "mean": 2.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 8.015999794006348, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 974.8201904296875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 112.75736236572266, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.189340591430664, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06844425201416016, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.703643798828125, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.966879367828369, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.008320001885294914, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 0.270783394575119, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.011282641440629959, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 184.51148986816406, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 159.8719940185547, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 213.07904052734375, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 174.88485717773438, "std": 0.0}, "timestamp": 1694470084.9354088}
{"Loss/scores/fake": {"num": 8000, "mean": -2.203489100188017, "std": 1.4265455231004285}, "Loss/signs/fake": {"num": 8000, "mean": -0.891, "std": 0.4540033039527355}, "Loss/G/loss": {"num": 4000, "mean": 2.7187387821674345, "std": 1.281191605543042}, "Loss/pl_penalty": {"num": 496, "mean": 0.0004090977843940979, "std": 0.0006588973229958201}, "Loss/G/reg": {"num": 496, "mean": 0.0008181955687881958, "std": 0.0013177946459916401}, "Loss/scores/real": {"num": 4240, "mean": 3.1313048652461113, "std": 2.8253794383448523}, "Loss/signs/real": {"num": 4240, "mean": 0.6915094339622642, "std": 0.7223674291807384}, "Loss/D/loss": {"num": 4000, "mean": 0.6050889112949371, "std": 0.747688614317234}, "Loss/r1_penalty": {"num": 240, "mean": 0.07745549144844215, "std": 0.05710009829373563}, "Loss/D/reg": {"num": 240, "mean": 0.03172576874494552, "std": 0.023388200353048325}, "Progress/tick": {"num": 1, "mean": 3.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 12.015999794006348, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 1087.3062744140625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 112.41438293457031, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.103595733642578, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07166647911071777, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.703643798828125, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.966866493225098, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.011008002795279026, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 0.3020295202732086, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.012584563344717026, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 184.5944366455078, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 159.8392333984375, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 212.8865203857422, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 174.1486053466797, "std": 0.0}, "timestamp": 1694470197.4177575}
{"Loss/scores/fake": {"num": 8000, "mean": -2.423486594900489, "std": 1.6870891155354173}, "Loss/signs/fake": {"num": 8000, "mean": -0.90675, "std": 0.4216686347121399}, "Loss/G/loss": {"num": 4000, "mean": 2.938946088194847, "std": 1.7161979640371152}, "Loss/pl_penalty": {"num": 504, "mean": 0.0005091043238367309, "std": 0.0010423099158966898}, "Loss/G/reg": {"num": 504, "mean": 0.0010182086476734618, "std": 0.0020846198317933796}, "Loss/scores/real": {"num": 4256, "mean": 3.3711090894149884, "std": 2.8778523379612526}, "Loss/signs/real": {"num": 4256, "mean": 0.7401315789473685, "std": 0.6724620776258504}, "Loss/D/loss": {"num": 4000, "mean": 0.5623913265168666, "std": 0.8751612992920791}, "Loss/r1_penalty": {"num": 256, "mean": 0.0946758515201509, "std": 0.059171189617445004}, "Loss/D/reg": {"num": 256, "mean": 0.0387792281107977, "std": 0.02423651842840436}, "Progress/tick": {"num": 1, "mean": 4.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 16.016000747680664, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 1200.1319580078125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 112.75778198242188, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.18944549560547, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06796455383300781, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.703636169433594, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.964263916015625, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.016256000846624374, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 0.33337000012397766, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.013890416361391544, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 184.37017822265625, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 159.8955535888672, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 212.86399841308594, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 174.89407348632812, "std": 0.0}, "timestamp": 1694470310.2463574}
{"Loss/scores/fake": {"num": 8000, "mean": -2.170640235811472, "std": 1.4962797293593135}, "Loss/signs/fake": {"num": 8000, "mean": -0.84125, "std": 0.5406463146087283}, "Loss/G/loss": {"num": 4000, "mean": 2.6543745892047883, "std": 1.294794672764105}, "Loss/pl_penalty": {"num": 496, "mean": 0.001000833196632166, "std": 0.004473263959453364}, "Loss/G/reg": {"num": 496, "mean": 0.002001666393264332, "std": 0.008946527918906728}, "Loss/scores/real": {"num": 4256, "mean": 2.606498556477683, "std": 2.4509270143777404}, "Loss/signs/real": {"num": 4256, "mean": 0.6738721804511278, "std": 0.738847944041291}, "Loss/D/loss": {"num": 4000, "mean": 0.6234688238948584, "std": 0.7056283233633167}, "Loss/r1_penalty": {"num": 256, "mean": 0.12468104646541178, "std": 0.08100795786374182}, "Loss/D/reg": {"num": 256, "mean": 0.05106935545336455, "std": 0.03318085925779914}, "Progress/tick": {"num": 1, "mean": 5.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 20.016000747680664, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 1312.8916015625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 112.688720703125, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.17218017578125, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07082056999206543, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.703819274902344, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.968051910400391, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.019967975094914436, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 0.3646920919418335, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.015195503830909729, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 184.7019500732422, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 159.97030639648438, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 213.84912109375, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.31698608398438, "std": 0.0}, "timestamp": 1694470423.0041525}
{"Loss/scores/fake": {"num": 8000, "mean": -1.8544142711609601, "std": 1.3690635424785922}, "Loss/signs/fake": {"num": 8000, "mean": -0.827, "std": 0.5622019210212644}, "Loss/G/loss": {"num": 4000, "mean": 2.4502105102539065, "std": 1.1156045964756731}, "Loss/pl_penalty": {"num": 504, "mean": 0.00047382132112351615, "std": 0.0015803108289265102}, "Loss/G/reg": {"num": 504, "mean": 0.0009476426422470323, "std": 0.0031606216578530205}, "Loss/scores/real": {"num": 4240, "mean": 1.9221802592488393, "std": 2.0372226327353395}, "Loss/signs/real": {"num": 4240, "mean": 0.6221698113207547, "std": 0.7828823193054603}, "Loss/D/loss": {"num": 4000, "mean": 0.7425843970179558, "std": 0.690377951135985}, "Loss/r1_penalty": {"num": 240, "mean": 0.14247529345254104, "std": 0.10839833226359262}, "Loss/D/reg": {"num": 240, "mean": 0.05835787917797764, "std": 0.044399955592693476}, "Progress/tick": {"num": 1, "mean": 6.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 24.016000747680664, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 1425.7060546875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 112.74544525146484, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.18636131286621, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06906867027282715, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.703819274902344, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.964193344116211, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.021631963551044464, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 0.3960294723510742, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.016501227393746376, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 184.96409606933594, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 159.6743621826172, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 213.3699188232422, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 174.9944305419922, "std": 0.0}, "timestamp": 1694470535.8213348}
{"Loss/scores/fake": {"num": 8000, "mean": -1.7679835569560527, "std": 1.284522664417545}, "Loss/signs/fake": {"num": 8000, "mean": -0.81125, "std": 0.5846994420212832}, "Loss/G/loss": {"num": 4000, "mean": 2.3451815094947817, "std": 1.0161671526684082}, "Loss/pl_penalty": {"num": 496, "mean": 0.0007925522716710299, "std": 0.0038579879660109954}, "Loss/G/reg": {"num": 496, "mean": 0.0015851045433420599, "std": 0.007715975932021991}, "Loss/scores/real": {"num": 4256, "mean": 1.7928820694831753, "std": 1.9769003230527273}, "Loss/signs/real": {"num": 4256, "mean": 0.6104323308270677, "std": 0.7920684121217266}, "Loss/D/loss": {"num": 4000, "mean": 0.7665510912239551, "std": 0.6845873809336438}, "Loss/r1_penalty": {"num": 256, "mean": 0.14195506158284843, "std": 0.09829951324262272}, "Loss/D/reg": {"num": 256, "mean": 0.05814479093533009, "std": 0.04026348238826906}, "Progress/tick": {"num": 1, "mean": 7.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 28.016000747680664, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 1538.53564453125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 112.75782012939453, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.189455032348633, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07174897193908691, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.703819274902344, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.963244915008545, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0236799493432045, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 0.42737099528312683, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.01780712604522705, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.02951049804688, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 159.9139862060547, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 213.85011291503906, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.21356201171875, "std": 0.0}, "timestamp": 1694470648.6469314}
{"Loss/scores/fake": {"num": 8000, "mean": -1.4833006573617458, "std": 1.1984781784699003}, "Loss/signs/fake": {"num": 8000, "mean": -0.77175, "std": 0.6359260471941687}, "Loss/G/loss": {"num": 4000, "mean": 2.089623969078064, "std": 0.9214493291019035}, "Loss/pl_penalty": {"num": 504, "mean": 0.0008949317418718858, "std": 0.002362962841655464}, "Loss/G/reg": {"num": 504, "mean": 0.0017898634837437716, "std": 0.004725925683310928}, "Loss/scores/real": {"num": 4256, "mean": 1.392256881845625, "std": 1.7381896157458556}, "Loss/signs/real": {"num": 4256, "mean": 0.5601503759398496, "std": 0.8283909441407754}, "Loss/D/loss": {"num": 4000, "mean": 0.8564460483789444, "std": 0.6307171494225565}, "Loss/r1_penalty": {"num": 256, "mean": 0.14759777765721083, "std": 0.09209701830434751}, "Loss/D/reg": {"num": 256, "mean": 0.060456047765910625, "std": 0.037722939428075336}, "Progress/tick": {"num": 1, "mean": 8.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 32.01599884033203, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 1651.5394287109375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 112.93598175048828, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.23399543762207, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06777095794677734, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.703819274902344, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.969240188598633, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.02316795289516449, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 0.45876094698905945, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.019115038216114044, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 184.86476135253906, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 159.86073303222656, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 213.67808532714844, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.388671875, "std": 0.0}, "timestamp": 1694470761.667952}
{"Loss/scores/fake": {"num": 8000, "mean": -1.4701853898316621, "std": 1.2451742694110077}, "Loss/signs/fake": {"num": 8000, "mean": -0.7555, "std": 0.655148647254957}, "Loss/G/loss": {"num": 4000, "mean": 2.1181118955612184, "std": 0.9694099376962515}, "Loss/pl_penalty": {"num": 496, "mean": 0.00232938991734221, "std": 0.007096024973235548}, "Loss/G/reg": {"num": 496, "mean": 0.00465877983468442, "std": 0.014192049946471096}, "Loss/scores/real": {"num": 4240, "mean": 1.271676827264282, "std": 1.6448872523283926}, "Loss/signs/real": {"num": 4240, "mean": 0.539622641509434, "std": 0.8419070048232055}, "Loss/D/loss": {"num": 4000, "mean": 0.8834711178541184, "std": 0.6108987455785132}, "Loss/r1_penalty": {"num": 240, "mean": 0.1636833965778351, "std": 0.1067142651909014}, "Loss/D/reg": {"num": 240, "mean": 0.06704471744596958, "std": 0.04371016359469591}, "Progress/tick": {"num": 1, "mean": 9.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 36.01599884033203, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 1764.2625732421875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 112.63812255859375, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.159530639648438, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0850834846496582, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.703819274902344, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.970409393310547, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.022399958223104477, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 0.49007293581962585, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.020419705659151077, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 184.7388153076172, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 159.34463500976562, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 213.501953125, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.55250549316406, "std": 0.0}, "timestamp": 1694470874.3761373}
{"Loss/scores/fake": {"num": 8000, "mean": -1.1897586935646831, "std": 1.1012711488111389}, "Loss/signs/fake": {"num": 8000, "mean": -0.7185, "std": 0.6955269584998126}, "Loss/G/loss": {"num": 4000, "mean": 1.8424986202716827, "std": 0.8154149905386072}, "Loss/pl_penalty": {"num": 504, "mean": 0.001945537397414372, "std": 0.006313944318769192}, "Loss/G/reg": {"num": 504, "mean": 0.003891074794828744, "std": 0.012627888637538384}, "Loss/scores/real": {"num": 4256, "mean": 0.890291645226622, "std": 1.2670764920732698}, "Loss/signs/real": {"num": 4256, "mean": 0.5089285714285714, "std": 0.8608087529664609}, "Loss/D/loss": {"num": 4000, "mean": 0.9700222594738006, "std": 0.5418469167539676}, "Loss/r1_penalty": {"num": 256, "mean": 0.1817998772021383, "std": 0.10535153669792877}, "Loss/D/reg": {"num": 256, "mean": 0.0744652267312631, "std": 0.04315199080998917}, "Progress/tick": {"num": 1, "mean": 10.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 40.01599884033203, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 1877.3245849609375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 112.99195098876953, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.247987747192383, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07000851631164551, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.703819274902344, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.9686360359191895, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.02022397331893444, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 0.5214790105819702, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.02172829397022724, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.51397705078125, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 159.7286376953125, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 213.7139129638672, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.70713806152344, "std": 0.0}, "timestamp": 1694470987.4397395}
{"Loss/scores/fake": {"num": 8000, "mean": -1.1702120228782296, "std": 1.1190403089629242}, "Loss/signs/fake": {"num": 8000, "mean": -0.7015, "std": 0.712669453533684}, "Loss/G/loss": {"num": 4000, "mean": 1.8224479892253875, "std": 0.8547398991339269}, "Loss/pl_penalty": {"num": 496, "mean": 0.0021870328552810654, "std": 0.00609664801384568}, "Loss/G/reg": {"num": 496, "mean": 0.004374065710562131, "std": 0.01219329602769136}, "Loss/scores/real": {"num": 4240, "mean": 0.8675516611000277, "std": 1.2553216189828376}, "Loss/signs/real": {"num": 4240, "mean": 0.49433962264150944, "std": 0.8692688522469041}, "Loss/D/loss": {"num": 4000, "mean": 0.9826555886268615, "std": 0.5272484200389809}, "Loss/r1_penalty": {"num": 240, "mean": 0.1627051795522372, "std": 0.09367787128880764}, "Loss/D/reg": {"num": 240, "mean": 0.06664404024680455, "std": 0.038370453025037984}, "Progress/tick": {"num": 1, "mean": 11.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 44.01599884033203, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 1990.0555419921875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 112.65934753417969, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.164836883544922, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07166910171508789, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.703819274902344, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.974269390106201, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.015872003510594368, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 0.5527932047843933, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.023033050820231438, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.2026824951172, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.31846618652344, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.55667114257812, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.6416015625, "std": 0.0}, "timestamp": 1694471100.1681743}
{"Loss/scores/fake": {"num": 8000, "mean": -1.2221947918906808, "std": 1.113627249284254}, "Loss/signs/fake": {"num": 8000, "mean": -0.72875, "std": 0.6847798460089198}, "Loss/G/loss": {"num": 4000, "mean": 1.8992380809783935, "std": 0.8350859607804119}, "Loss/pl_penalty": {"num": 504, "mean": 0.0023661937956358232, "std": 0.005753376451475741}, "Loss/G/reg": {"num": 504, "mean": 0.0047323875912716465, "std": 0.011506752902951481}, "Loss/scores/real": {"num": 4256, "mean": 0.9225962824797383, "std": 1.3100295946930918}, "Loss/signs/real": {"num": 4256, "mean": 0.5103383458646616, "std": 0.8599737046794634}, "Loss/D/loss": {"num": 4000, "mean": 0.9735933437347412, "std": 0.5387214912445287}, "Loss/r1_penalty": {"num": 256, "mean": 0.17053952626883984, "std": 0.08587689961294918}, "Loss/D/reg": {"num": 256, "mean": 0.06985298928339034, "std": 0.03517517377966247}, "Progress/tick": {"num": 1, "mean": 12.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 48.01599884033203, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 2103.13232421875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.0077896118164, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.2519474029541, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0690765380859375, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.703819274902344, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.963037014007568, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.01241600327193737, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 0.5842034220695496, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.02434181049466133, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 184.9681854248047, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.1484832763672, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 213.08006286621094, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.2637481689453, "std": 0.0}, "timestamp": 1694471213.24761}
{"Loss/scores/fake": {"num": 8000, "mean": -1.218191508643329, "std": 1.1203279814496332}, "Loss/signs/fake": {"num": 8000, "mean": -0.73525, "std": 0.6777960146681301}, "Loss/G/loss": {"num": 4000, "mean": 1.8853971347808838, "std": 0.8622202769331606}, "Loss/pl_penalty": {"num": 496, "mean": 0.0027500623546075076, "std": 0.007022192980389678}, "Loss/G/reg": {"num": 496, "mean": 0.005500124709215015, "std": 0.014044385960779357}, "Loss/scores/real": {"num": 4256, "mean": 0.8953355799212044, "std": 1.279212531996861}, "Loss/signs/real": {"num": 4256, "mean": 0.5225563909774437, "std": 0.8526047256781005}, "Loss/D/loss": {"num": 4000, "mean": 0.9711858631372452, "std": 0.5343880988183874}, "Loss/r1_penalty": {"num": 256, "mean": 0.17069971619639546, "std": 0.0909478820816}, "Loss/D/reg": {"num": 256, "mean": 0.06991860130801797, "std": 0.037252252096687685}, "Progress/tick": {"num": 1, "mean": 13.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 52.01599884033203, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 2216.077880859375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 112.87371063232422, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.218427658081055, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07165098190307617, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7038116455078125, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.965056419372559, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.009728002361953259, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 0.6155771613121033, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.025649048388004303, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.2262420654297, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 159.97030639648438, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 213.7989044189453, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.5177001953125, "std": 0.0}, "timestamp": 1694471326.190162}
{"Loss/scores/fake": {"num": 8000, "mean": -1.1682905262857675, "std": 1.0936866822130495}, "Loss/signs/fake": {"num": 8000, "mean": -0.71, "std": 0.7042016756583301}, "Loss/G/loss": {"num": 4000, "mean": 1.8546332938671113, "std": 0.8312773550233117}, "Loss/pl_penalty": {"num": 504, "mean": 0.002133062697895285, "std": 0.005879607076728858}, "Loss/G/reg": {"num": 504, "mean": 0.00426612539579057, "std": 0.011759214153457716}, "Loss/scores/real": {"num": 4240, "mean": 0.836103419495641, "std": 1.2035183518532704}, "Loss/signs/real": {"num": 4240, "mean": 0.5141509433962265, "std": 0.857699718668935}, "Loss/D/loss": {"num": 4000, "mean": 0.9938450850248337, "std": 0.49955342478865544}, "Loss/r1_penalty": {"num": 240, "mean": 0.1865539401769638, "std": 0.08574526394815012}, "Loss/D/reg": {"num": 240, "mean": 0.0764124924937884, "std": 0.03512125926441818}, "Progress/tick": {"num": 1, "mean": 14.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 56.01599884033203, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 2328.979736328125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 112.83309936523438, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.208274841308594, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06883406639099121, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7038116455078125, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.967378616333008, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.005888001061975956, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 0.6469388008117676, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.026955783367156982, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 184.90879821777344, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 159.931396484375, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 213.65452575683594, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 174.65037536621094, "std": 0.0}, "timestamp": 1694471439.0950677}
{"Loss/scores/fake": {"num": 8000, "mean": -1.1383142916187643, "std": 1.0995014370377771}, "Loss/signs/fake": {"num": 8000, "mean": -0.715, "std": 0.6991244524403363}, "Loss/G/loss": {"num": 4000, "mean": 1.8237175014019011, "std": 0.8468577611298499}, "Loss/pl_penalty": {"num": 496, "mean": 0.002669878600675973, "std": 0.005901032074659742}, "Loss/G/reg": {"num": 496, "mean": 0.005339757201351946, "std": 0.011802064149319485}, "Loss/scores/real": {"num": 4256, "mean": 0.798153924111529, "std": 1.1547492390251137}, "Loss/signs/real": {"num": 4256, "mean": 0.5079887218045113, "std": 0.8613637202247485}, "Loss/D/loss": {"num": 4000, "mean": 1.003000636100769, "std": 0.47627282597423276}, "Loss/r1_penalty": {"num": 256, "mean": 0.18723915237933397, "std": 0.07245065267798115}, "Loss/D/reg": {"num": 256, "mean": 0.0766931555699557, "std": 0.02967578595175415}, "Progress/tick": {"num": 1, "mean": 15.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 60.01599884033203, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 2441.9091796875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 112.85761260986328, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.21440315246582, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07181334495544434, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7037811279296875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.9635467529296875, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0025599999353289604, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 0.6783080697059631, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.02826283685863018, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.20166015625, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.3389434814453, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 213.43846130371094, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.13880920410156, "std": 0.0}, "timestamp": 1694472018.3460367}
{"Loss/scores/fake": {"num": 8000, "mean": -1.1716748469546436, "std": 1.12632829086992}, "Loss/signs/fake": {"num": 8000, "mean": -0.7075, "std": 0.7067133435842287}, "Loss/G/loss": {"num": 4000, "mean": 1.8851526758670807, "std": 0.8785214038760386}, "Loss/pl_penalty": {"num": 504, "mean": 0.0022508603745206657, "std": 0.0045843052354379256}, "Loss/G/reg": {"num": 504, "mean": 0.004501720749041331, "std": 0.009168610470875851}, "Loss/scores/real": {"num": 4256, "mean": 0.791168549189106, "std": 1.1549271868144413}, "Loss/signs/real": {"num": 4256, "mean": 0.4981203007518797, "std": 0.8671079321392793}, "Loss/D/loss": {"num": 4000, "mean": 1.0051557266712188, "std": 0.47778223093652833}, "Loss/r1_penalty": {"num": 256, "mean": 0.1937462748028338, "std": 0.09756470057726226}, "Loss/D/reg": {"num": 256, "mean": 0.07935847225598991, "std": 0.03996250182186098}, "Progress/tick": {"num": 1, "mean": 16.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 64.01599884033203, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 3021.2236328125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 112.92125701904297, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.230314254760742, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 466.3933410644531, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.705303192138672, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.959775447845459, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 0.8392288088798523, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.03496786579489708, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.05010986328125, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.0727081298828, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 213.22752380371094, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 174.98316955566406, "std": 0.0}, "timestamp": 1694472131.3516827}
{"Loss/scores/fake": {"num": 8000, "mean": -1.1021497959643602, "std": 1.0625343304946717}, "Loss/signs/fake": {"num": 8000, "mean": -0.7, "std": 0.714142842854285}, "Loss/G/loss": {"num": 4000, "mean": 1.7999168926477431, "std": 0.8120617226981243}, "Loss/pl_penalty": {"num": 496, "mean": 0.002100248833284563, "std": 0.004591765617219539}, "Loss/G/reg": {"num": 496, "mean": 0.004200497666569126, "std": 0.009183531234439078}, "Loss/scores/real": {"num": 4240, "mean": 0.7241486018277564, "std": 1.1391035031500951}, "Loss/signs/real": {"num": 4240, "mean": 0.47877358490566035, "std": 0.8779384115053758}, "Loss/D/loss": {"num": 4000, "mean": 1.0128009254932404, "std": 0.44832448202548136}, "Loss/r1_penalty": {"num": 240, "mean": 0.1839374303817749, "std": 0.07221159208255565}, "Loss/D/reg": {"num": 240, "mean": 0.07534076794981956, "std": 0.02957787028757377}, "Progress/tick": {"num": 1, "mean": 17.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 68.01599884033203, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 3134.017333984375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 112.70911407470703, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.177278518676758, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.08440065383911133, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.705303192138672, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950737953186035, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.00012799999967683107, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 0.870560348033905, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.036273349076509476, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.343994140625, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.2467803955078, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.79014587402344, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.43679809570312, "std": 0.0}, "timestamp": 1694472244.131082}
{"Loss/scores/fake": {"num": 8000, "mean": -1.1287103138417005, "std": 1.0616841198215343}, "Loss/signs/fake": {"num": 8000, "mean": -0.7255, "std": 0.6882221661643861}, "Loss/G/loss": {"num": 4000, "mean": 1.8256400671005248, "std": 0.8010654345282252}, "Loss/pl_penalty": {"num": 504, "mean": 0.0025131798946180397, "std": 0.005593726978810731}, "Loss/G/reg": {"num": 504, "mean": 0.0050263597892360795, "std": 0.011187453957621461}, "Loss/scores/real": {"num": 4256, "mean": 0.8002488426023856, "std": 1.1727224582987923}, "Loss/signs/real": {"num": 4256, "mean": 0.5004699248120301, "std": 0.8657539225199277}, "Loss/D/loss": {"num": 4000, "mean": 1.0111915979385375, "std": 0.4507559322880982}, "Loss/r1_penalty": {"num": 256, "mean": 0.19091645535081625, "std": 0.09275265815291937}, "Loss/D/reg": {"num": 256, "mean": 0.07819937728345394, "std": 0.03799148932405141}, "Progress/tick": {"num": 1, "mean": 18.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 72.01599884033203, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 3247.1044921875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.01686096191406, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.254215240478516, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07027816772460938, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.705303192138672, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.951700210571289, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 0.9019734263420105, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.03758222609758377, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.4484405517578, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 159.5688934326172, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 213.51219177246094, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 174.90432739257812, "std": 0.0}, "timestamp": 1694472357.2201533}
{"Loss/scores/fake": {"num": 8000, "mean": -1.1088302071504295, "std": 1.0330473287084045}, "Loss/signs/fake": {"num": 8000, "mean": -0.737, "std": 0.6758927429703622}, "Loss/G/loss": {"num": 4000, "mean": 1.8082926001548767, "std": 0.7877366945936137}, "Loss/pl_penalty": {"num": 496, "mean": 0.0024693762036716387, "std": 0.005114946434705741}, "Loss/G/reg": {"num": 496, "mean": 0.004938752407343277, "std": 0.010229892869411481}, "Loss/scores/real": {"num": 4240, "mean": 0.7637638052820035, "std": 1.1292014712264067}, "Loss/signs/real": {"num": 4240, "mean": 0.49481132075471695, "std": 0.8690004354734079}, "Loss/D/loss": {"num": 4000, "mean": 1.0141995890140534, "std": 0.4633733120763918}, "Loss/r1_penalty": {"num": 240, "mean": 0.19514804482460021, "std": 0.0776864174257804}, "Loss/D/reg": {"num": 240, "mean": 0.07993263900279998, "std": 0.03182035169711376}, "Progress/tick": {"num": 1, "mean": 19.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 76.01599884033203, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 3359.854248046875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 112.67752075195312, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.16938018798828, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07221531867980957, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.705303192138672, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949133396148682, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 0.933292806148529, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.03888719901442528, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 184.987548828125, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 159.7511749267578, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.4849853515625, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.4398651123047, "std": 0.0}, "timestamp": 1694472469.966736}
{"Loss/scores/fake": {"num": 8000, "mean": -1.0456710494086146, "std": 1.0136095188716718}, "Loss/signs/fake": {"num": 8000, "mean": -0.72225, "std": 0.6916320824687068}, "Loss/G/loss": {"num": 4000, "mean": 1.741275570511818, "std": 0.7855547369915971}, "Loss/pl_penalty": {"num": 504, "mean": 0.0022795781907108095, "std": 0.004145651622292184}, "Loss/G/reg": {"num": 504, "mean": 0.004559156381421619, "std": 0.008291303244584368}, "Loss/scores/real": {"num": 4256, "mean": 0.7349420290692408, "std": 1.198480081404278}, "Loss/signs/real": {"num": 4256, "mean": 0.4591165413533835, "std": 0.8883760473221387}, "Loss/D/loss": {"num": 4000, "mean": 1.0348554918766022, "std": 0.46067263911520956}, "Loss/r1_penalty": {"num": 256, "mean": 0.1850812784396112, "std": 0.07850382667482057}, "Loss/D/reg": {"num": 256, "mean": 0.0758092887699604, "std": 0.032155167425178904}, "Progress/tick": {"num": 1, "mean": 20.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 80.01599884033203, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 3479.262939453125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 119.33973693847656, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 29.83493423461914, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06905651092529297, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.705303192138672, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949703693389893, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 0.9664618968963623, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.04026924818754196, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 189.51065063476562, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 163.04742431640625, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 218.60044860839844, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 179.43653869628906, "std": 0.0}, "timestamp": 1694472589.3803918}
{"Loss/scores/fake": {"num": 8000, "mean": -0.9477389959655702, "std": 0.9435468596504482}, "Loss/signs/fake": {"num": 8000, "mean": -0.69525, "std": 0.7187679997746143}, "Loss/G/loss": {"num": 4000, "mean": 1.6133689110279084, "std": 0.6827275005393442}, "Loss/pl_penalty": {"num": 496, "mean": 0.002355670524505718, "std": 0.005747470872054166}, "Loss/G/reg": {"num": 496, "mean": 0.004711341049011436, "std": 0.011494941744108332}, "Loss/scores/real": {"num": 4256, "mean": 0.6687278629567727, "std": 1.0897446485559226}, "Loss/signs/real": {"num": 4256, "mean": 0.43656015037593987, "std": 0.8996750719586137}, "Loss/D/loss": {"num": 4000, "mean": 1.0553642938137053, "std": 0.4312008874774769}, "Loss/r1_penalty": {"num": 256, "mean": 0.19503509066998959, "std": 0.0876996599626877}, "Loss/D/reg": {"num": 256, "mean": 0.0798863701056689, "std": 0.03592178269359686}, "Progress/tick": {"num": 1, "mean": 21.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 84.01599884033203, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 3594.462646484375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 115.12569427490234, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.781423568725586, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07392692565917969, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.705303192138672, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.9501729011535645, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.00012799999967683107, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 0.9984618425369263, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.04160257428884506, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 188.78668212890625, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 163.3822784423828, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 218.06591796875, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 178.5630645751953, "std": 0.0}, "timestamp": 1694472704.5769467}
{"Loss/scores/fake": {"num": 8000, "mean": -1.0051347859501838, "std": 1.0087953873287159}, "Loss/signs/fake": {"num": 8000, "mean": -0.71025, "std": 0.7039495276651586}, "Loss/G/loss": {"num": 4000, "mean": 1.7026610605716705, "std": 0.8158683338329279}, "Loss/pl_penalty": {"num": 504, "mean": 0.0027744874334154975, "std": 0.006289863754900556}, "Loss/G/reg": {"num": 504, "mean": 0.005548974866830995, "std": 0.012579727509801112}, "Loss/scores/real": {"num": 4240, "mean": 0.7180295392800614, "std": 1.1235415107563531}, "Loss/signs/real": {"num": 4240, "mean": 0.49292452830188677, "std": 0.8700720713816542}, "Loss/D/loss": {"num": 4000, "mean": 1.0507595367431641, "std": 0.4363171703695017}, "Loss/r1_penalty": {"num": 240, "mean": 0.17668178975582122, "std": 0.07323519048501842}, "Loss/D/reg": {"num": 240, "mean": 0.0723688597480456, "std": 0.029997133596348376}, "Progress/tick": {"num": 1, "mean": 22.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 88.01599884033203, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 3709.65673828125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 115.1234130859375, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.780853271484375, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07085633277893066, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.705303192138672, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.961272716522217, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 1.030460238456726, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.042935844510793686, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 188.4989471435547, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 163.4652099609375, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 217.7996826171875, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 179.5932159423828, "std": 0.0}, "timestamp": 1694472819.773666}
{"Loss/scores/fake": {"num": 8000, "mean": -0.9359944916944951, "std": 0.944206956517094}, "Loss/signs/fake": {"num": 8000, "mean": -0.69825, "std": 0.7158539917469203}, "Loss/G/loss": {"num": 4000, "mean": 1.621997625350952, "std": 0.701661703743134}, "Loss/pl_penalty": {"num": 496, "mean": 0.002664525609185559, "std": 0.007574495324609709}, "Loss/G/reg": {"num": 496, "mean": 0.005329051218371118, "std": 0.015148990649219417}, "Loss/scores/real": {"num": 4256, "mean": 0.6374478546580425, "std": 1.115149203274908}, "Loss/signs/real": {"num": 4256, "mean": 0.42716165413533835, "std": 0.9041752713032809}, "Loss/D/loss": {"num": 4000, "mean": 1.0774894938468933, "std": 0.44890569094455746}, "Loss/r1_penalty": {"num": 256, "mean": 0.17060991935431957, "std": 0.07620453643932203}, "Loss/D/reg": {"num": 256, "mean": 0.06988182151690125, "std": 0.031213378062324264}, "Progress/tick": {"num": 1, "mean": 23.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 92.01599884033203, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 3824.20458984375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 114.47438049316406, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.618595123291016, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07331013679504395, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7054290771484375, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.9488301277160645, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 1.0622789859771729, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.0442616268992424, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.1473846435547, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 159.75628662109375, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 213.69651794433594, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.27194213867188, "std": 0.0}, "timestamp": 1694472934.3173625}
{"Loss/scores/fake": {"num": 8000, "mean": -0.8928100264407695, "std": 0.9473883088797641}, "Loss/signs/fake": {"num": 8000, "mean": -0.6785, "std": 0.7346004015789809}, "Loss/G/loss": {"num": 4000, "mean": 1.55847141623497, "std": 0.7117067984191371}, "Loss/pl_penalty": {"num": 504, "mean": 0.0023764250915504935, "std": 0.004869775648741702}, "Loss/G/reg": {"num": 504, "mean": 0.004752850183100987, "std": 0.009739551297483403}, "Loss/scores/real": {"num": 4256, "mean": 0.6686560962825341, "std": 1.11152272750058}, "Loss/signs/real": {"num": 4256, "mean": 0.4426691729323308, "std": 0.8966850078680954}, "Loss/D/loss": {"num": 4000, "mean": 1.0746230354309083, "std": 0.4451319410997732}, "Loss/r1_penalty": {"num": 256, "mean": 0.17657489515841007, "std": 0.06372329627186915}, "Loss/D/reg": {"num": 256, "mean": 0.07232507411390543, "std": 0.026101067434886858}, "Progress/tick": {"num": 1, "mean": 24.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 96.01599884033203, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 3937.294921875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.02100372314453, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.255250930786133, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06933355331420898, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.705486297607422, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949782371520996, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 1.0936930179595947, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.04557054117321968, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.33375549316406, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 159.4808349609375, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 213.5715789794922, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.30572509765625, "std": 0.0}, "timestamp": 1694473047.4229395}
{"Loss/scores/fake": {"num": 8000, "mean": -0.83710450816527, "std": 0.8607493950163945}, "Loss/signs/fake": {"num": 8000, "mean": -0.682, "std": 0.7313521723492724}, "Loss/G/loss": {"num": 4000, "mean": 1.4938282997608185, "std": 0.6242132381817178}, "Loss/pl_penalty": {"num": 496, "mean": 0.002616578562846107, "std": 0.004766388711853516}, "Loss/G/reg": {"num": 496, "mean": 0.005233157125692214, "std": 0.009532777423707032}, "Loss/scores/real": {"num": 4240, "mean": 0.6296115210877274, "std": 1.079190764518013}, "Loss/signs/real": {"num": 4240, "mean": 0.44528301886792454, "std": 0.895389877711306}, "Loss/D/loss": {"num": 4000, "mean": 1.0846902136802674, "std": 0.41191922586904356}, "Loss/r1_penalty": {"num": 240, "mean": 0.1917944461107254, "std": 0.07984609424250269}, "Loss/D/reg": {"num": 240, "mean": 0.07855900302529335, "std": 0.03270496095486657}, "Progress/tick": {"num": 1, "mean": 25.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 100.01599884033203, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 4050.029052734375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 112.64972686767578, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.162431716918945, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0845479965209961, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.705486297607422, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949739933013916, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 1.1250081062316895, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.04687533527612686, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 184.88217163085938, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 159.50335693359375, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 213.8849334716797, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.46240234375, "std": 0.0}, "timestamp": 1694473160.1423879}
{"Loss/scores/fake": {"num": 8000, "mean": -0.7935802083350718, "std": 0.8338111053946217}, "Loss/signs/fake": {"num": 8000, "mean": -0.66125, "std": 0.7501656067162771}, "Loss/G/loss": {"num": 4000, "mean": 1.4437727167606353, "std": 0.5939758692224627}, "Loss/pl_penalty": {"num": 504, "mean": 0.0025493010646656213, "std": 0.005268592171073143}, "Loss/G/reg": {"num": 504, "mean": 0.005098602129331243, "std": 0.010537184342146287}, "Loss/scores/real": {"num": 4256, "mean": 0.5694145247046101, "std": 0.9891092351400123}, "Loss/signs/real": {"num": 4256, "mean": 0.41964285714285715, "std": 0.9076893039190115}, "Loss/D/loss": {"num": 4000, "mean": 1.0954378955364228, "std": 0.3861044797874443}, "Loss/r1_penalty": {"num": 256, "mean": 0.18160347873345017, "std": 0.06522300924364707}, "Loss/D/reg": {"num": 256, "mean": 0.07438478292897344, "std": 0.026715343936014546}, "Progress/tick": {"num": 1, "mean": 26.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 104.01599884033203, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 4163.00390625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 112.90493774414062, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.226234436035156, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06972718238830566, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.705486297607422, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949098110198975, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 1.1563899517059326, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.04818291589617729, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 184.7930908203125, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 159.8382110595703, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 213.42002868652344, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.01490783691406, "std": 0.0}, "timestamp": 1694473273.1194408}
{"Loss/scores/fake": {"num": 8000, "mean": -0.7674025155417621, "std": 0.8210664342989624}, "Loss/signs/fake": {"num": 8000, "mean": -0.65375, "std": 0.7567106035334776}, "Loss/G/loss": {"num": 4000, "mean": 1.4136556580066681, "std": 0.5723174037990849}, "Loss/pl_penalty": {"num": 496, "mean": 0.00274552583728256, "std": 0.006208794295473439}, "Loss/G/reg": {"num": 496, "mean": 0.00549105167456512, "std": 0.012417588590946878}, "Loss/scores/real": {"num": 4240, "mean": 0.5446116668927782, "std": 0.9787095078694581}, "Loss/signs/real": {"num": 4240, "mean": 0.41226415094339625, "std": 0.9110643609794649}, "Loss/D/loss": {"num": 4000, "mean": 1.1043699841499328, "std": 0.3757677471493162}, "Loss/r1_penalty": {"num": 240, "mean": 0.18302643895149232, "std": 0.06443973755015892}, "Loss/D/reg": {"num": 240, "mean": 0.07496762946248055, "std": 0.026394510327267175}, "Progress/tick": {"num": 1, "mean": 27.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 108.01599884033203, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 4275.576171875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 112.50031280517578, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.125078201293945, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07210755348205566, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.705486297607422, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949825763702393, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 1.1876600980758667, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.049485836178064346, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 184.69580078125, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 159.91603088378906, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 213.82861328125, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.4071044921875, "std": 0.0}, "timestamp": 1694473385.6893313}
{"Loss/scores/fake": {"num": 8000, "mean": -0.7052430107984692, "std": 0.769548869328009}, "Loss/signs/fake": {"num": 8000, "mean": -0.6495, "std": 0.7603615916128326}, "Loss/G/loss": {"num": 4000, "mean": 1.3494222989082336, "std": 0.5254253273317837}, "Loss/pl_penalty": {"num": 504, "mean": 0.0021804379897990395, "std": 0.004110189125399381}, "Loss/G/reg": {"num": 504, "mean": 0.004360875979598079, "std": 0.008220378250798762}, "Loss/scores/real": {"num": 4256, "mean": 0.4936517601818743, "std": 0.9531883833067893}, "Loss/signs/real": {"num": 4256, "mean": 0.37359022556390975, "std": 0.9275938461218396}, "Loss/D/loss": {"num": 4000, "mean": 1.1282284462451935, "std": 0.3696798020623012}, "Loss/r1_penalty": {"num": 256, "mean": 0.17050786968320608, "std": 0.05479041571230667}, "Loss/D/reg": {"num": 256, "mean": 0.0698400225955993, "std": 0.022442150021627652}, "Progress/tick": {"num": 1, "mean": 28.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 112.01599884033203, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 4388.466796875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 112.82099914550781, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.205249786376953, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06958508491516113, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7053680419921875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948721408843994, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.00012799999967683107, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 1.219018578529358, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.05079244077205658, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 184.7632598876953, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 159.97747802734375, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 213.11795043945312, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.25657653808594, "std": 0.0}, "timestamp": 1694473498.582615}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6675286176316441, "std": 0.7637198950875363}, "Loss/signs/fake": {"num": 8000, "mean": -0.63125, "std": 0.7755794204979913}, "Loss/G/loss": {"num": 4000, "mean": 1.3093960514068603, "std": 0.5361762269702354}, "Loss/pl_penalty": {"num": 496, "mean": 0.0020217234536351997, "std": 0.003952889466608906}, "Loss/G/reg": {"num": 496, "mean": 0.0040434469072703995, "std": 0.007905778933217813}, "Loss/scores/real": {"num": 4256, "mean": 0.49193252439617663, "std": 0.9316517863277394}, "Loss/signs/real": {"num": 4256, "mean": 0.39520676691729323, "std": 0.9185921899204131}, "Loss/D/loss": {"num": 4000, "mean": 1.137526267528534, "std": 0.36622986450308237}, "Loss/r1_penalty": {"num": 256, "mean": 0.16580440546385944, "std": 0.07286496466925922}, "Loss/D/reg": {"num": 256, "mean": 0.06791348359547555, "std": 0.02984548709773522}, "Progress/tick": {"num": 1, "mean": 29.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 116.01599884033203, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 4501.18603515625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 112.64717864990234, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.161794662475586, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07228302955627441, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7053680419921875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.953205585479736, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 1.2503294944763184, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.05209706351161003, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 184.922119140625, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 159.6293182373047, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 213.0299835205078, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 174.8633575439453, "std": 0.0}, "timestamp": 1694473611.2993011}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6702902316190302, "std": 0.7777742439727813}, "Loss/signs/fake": {"num": 8000, "mean": -0.6175, "std": 0.7865708804678698}, "Loss/G/loss": {"num": 4000, "mean": 1.3076957731246948, "std": 0.532722942614939}, "Loss/pl_penalty": {"num": 504, "mean": 0.0023114110457725704, "std": 0.004552422483240374}, "Loss/G/reg": {"num": 504, "mean": 0.004622822091545141, "std": 0.009104844966480749}, "Loss/scores/real": {"num": 4240, "mean": 0.4753112489955043, "std": 0.8996310611328434}, "Loss/signs/real": {"num": 4240, "mean": 0.394811320754717, "std": 0.9187622222337595}, "Loss/D/loss": {"num": 4000, "mean": 1.1318253517150878, "std": 0.3661911666411925}, "Loss/r1_penalty": {"num": 240, "mean": 0.16520261044303577, "std": 0.08006816346868485}, "Loss/D/reg": {"num": 240, "mean": 0.06766698599482576, "std": 0.03279592257765183}, "Progress/tick": {"num": 1, "mean": 30.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 120.01599884033203, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 4613.8740234375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 112.61822509765625, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.154556274414062, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06951379776000977, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7053680419921875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949490547180176, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 1.2816317081451416, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.05340132117271423, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.12998962402344, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 159.78189086914062, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 212.9264678955078, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.140869140625, "std": 0.0}, "timestamp": 1694474189.9708712}
{"Loss/scores/fake": {"num": 8000, "mean": -0.7515731895230711, "std": 0.8528436373466267}, "Loss/signs/fake": {"num": 8000, "mean": -0.632, "std": 0.7749683864519894}, "Loss/G/loss": {"num": 4000, "mean": 1.3988171317577363, "std": 0.6012382741576063}, "Loss/pl_penalty": {"num": 496, "mean": 0.001892546201199894, "std": 0.0032237626368202634}, "Loss/G/reg": {"num": 496, "mean": 0.003785092402399788, "std": 0.006447525273640527}, "Loss/scores/real": {"num": 4256, "mean": 0.5152670078336689, "std": 0.9171084056112989}, "Loss/signs/real": {"num": 4256, "mean": 0.4224624060150376, "std": 0.906380447441352}, "Loss/D/loss": {"num": 4000, "mean": 1.114026022195816, "std": 0.3932651160051123}, "Loss/r1_penalty": {"num": 256, "mean": 0.15587892499752343, "std": 0.08302780820006646}, "Loss/D/reg": {"num": 256, "mean": 0.06384800770319998, "std": 0.03400818479456807}, "Progress/tick": {"num": 1, "mean": 31.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 124.01599884033203, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 5192.67529296875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 112.74801635742188, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.18700408935547, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 466.0533447265625, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.706520080566406, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949474811553955, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 1.442409873008728, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.060100410133600235, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.20474243164062, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 159.70816040039062, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.1675567626953, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.62725830078125, "std": 0.0}, "timestamp": 1694474302.7888906}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6630064101219177, "std": 0.7700288096433187}, "Loss/signs/fake": {"num": 8000, "mean": -0.60125, "std": 0.7990609723293962}, "Loss/G/loss": {"num": 4000, "mean": 1.2944489693641663, "std": 0.5220955155439188}, "Loss/pl_penalty": {"num": 504, "mean": 0.002241556941982477, "std": 0.0038588293385108927}, "Loss/G/reg": {"num": 504, "mean": 0.004483113883964954, "std": 0.0077176586770217855}, "Loss/scores/real": {"num": 4256, "mean": 0.49030300121950476, "std": 0.9030256740317003}, "Loss/signs/real": {"num": 4256, "mean": 0.4093045112781955, "std": 0.9123978392386282}, "Loss/D/loss": {"num": 4000, "mean": 1.131210675239563, "std": 0.36312062353224067}, "Loss/r1_penalty": {"num": 256, "mean": 0.16589889395982027, "std": 0.06855428333443121}, "Loss/D/reg": {"num": 256, "mean": 0.06795218563638628, "std": 0.02807983169333583}, "Progress/tick": {"num": 1, "mean": 32.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 128.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 5305.8193359375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.07418060302734, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.268545150756836, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07001209259033203, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.706520080566406, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948536396026611, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 1.4738388061523438, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.06140994653105736, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.23443603515625, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 159.96517944335938, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.36312866210938, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.65798950195312, "std": 0.0}, "timestamp": 1694474415.9481993}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6581775851175189, "std": 0.7823084373821305}, "Loss/signs/fake": {"num": 8000, "mean": -0.6045, "std": 0.796605140580953}, "Loss/G/loss": {"num": 4000, "mean": 1.290749630689621, "std": 0.5299006486852844}, "Loss/pl_penalty": {"num": 496, "mean": 0.002170053292854479, "std": 0.0037010991640291963}, "Loss/G/reg": {"num": 496, "mean": 0.004340106585708958, "std": 0.0074021983280583925}, "Loss/scores/real": {"num": 4240, "mean": 0.5051601135857263, "std": 0.921310626012695}, "Loss/signs/real": {"num": 4240, "mean": 0.4216981132075472, "std": 0.9067362909452752}, "Loss/D/loss": {"num": 4000, "mean": 1.1357329480648042, "std": 0.35817476897941736}, "Loss/r1_penalty": {"num": 240, "mean": 0.14866272260745367, "std": 0.059869640420238006}, "Loss/D/reg": {"num": 240, "mean": 0.060892249643802646, "std": 0.024522607179808517}, "Progress/tick": {"num": 1, "mean": 33.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 132.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 5418.68115234375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 112.7765884399414, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.19414710998535, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.08512520790100098, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.706520080566406, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948670387268066, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 1.5051891803741455, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.06271621584892273, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.2692108154297, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.04710388183594, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.1091766357422, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.64466857910156, "std": 0.0}, "timestamp": 1694474528.794871}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6844578231647611, "std": 0.7868520556326748}, "Loss/signs/fake": {"num": 8000, "mean": -0.62575, "std": 0.7800236775252403}, "Loss/G/loss": {"num": 4000, "mean": 1.3154453916549682, "std": 0.5516281897182912}, "Loss/pl_penalty": {"num": 504, "mean": 0.002240975281604314, "std": 0.004264753046018181}, "Loss/G/reg": {"num": 504, "mean": 0.004481950563208628, "std": 0.008529506092036362}, "Loss/scores/real": {"num": 4256, "mean": 0.4935722380904551, "std": 0.9021702124176277}, "Loss/signs/real": {"num": 4256, "mean": 0.4050751879699248, "std": 0.9142833762522045}, "Loss/D/loss": {"num": 4000, "mean": 1.120421847820282, "std": 0.3539476467553418}, "Loss/r1_penalty": {"num": 256, "mean": 0.1692966059781611, "std": 0.07824972504212963}, "Loss/D/reg": {"num": 256, "mean": 0.06934388726949692, "std": 0.032051087823491635}, "Progress/tick": {"num": 1, "mean": 34.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 136.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 5531.87548828125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.12416076660156, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.28104019165039, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07009005546569824, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.706638336181641, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950462818145752, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 1.5366320610046387, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.06402633339166641, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.5569305419922, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.02662658691406, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 213.65863037109375, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.7286376953125, "std": 0.0}, "timestamp": 1694474641.9914794}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6277431383803487, "std": 0.7571503453770811}, "Loss/signs/fake": {"num": 8000, "mean": -0.609, "std": 0.7931702213270491}, "Loss/G/loss": {"num": 4000, "mean": 1.2587409789562225, "std": 0.5477160506106968}, "Loss/pl_penalty": {"num": 496, "mean": 0.0022895475943392565, "std": 0.006683887856660374}, "Loss/G/reg": {"num": 496, "mean": 0.004579095188678513, "std": 0.013367775713320748}, "Loss/scores/real": {"num": 4240, "mean": 0.4688541444897089, "std": 0.8730893370775795}, "Loss/signs/real": {"num": 4240, "mean": 0.40849056603773587, "std": 0.9127625416602996}, "Loss/D/loss": {"num": 4000, "mean": 1.1395524716377259, "std": 0.35515071522483993}, "Loss/r1_penalty": {"num": 240, "mean": 0.16901282171408336, "std": 0.06342994007995159}, "Loss/D/reg": {"num": 240, "mean": 0.06922764877478281, "std": 0.025980907376289646}, "Progress/tick": {"num": 1, "mean": 35.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 140.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 5644.7705078125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 112.82250213623047, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.205625534057617, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07244229316711426, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.706638336181641, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948739051818848, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 1.5679917335510254, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.06533299386501312, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.3675537109375, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 159.9569854736328, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.4716796875, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.30572509765625, "std": 0.0}, "timestamp": 1694474754.8841858}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6023312972821295, "std": 0.7154967079635817}, "Loss/signs/fake": {"num": 8000, "mean": -0.6225, "std": 0.7826197991362089}, "Loss/G/loss": {"num": 4000, "mean": 1.2222858471870421, "std": 0.48047155079423387}, "Loss/pl_penalty": {"num": 504, "mean": 0.002239889134505084, "std": 0.005553258222924347}, "Loss/G/reg": {"num": 504, "mean": 0.004479778269010168, "std": 0.011106516445848693}, "Loss/scores/real": {"num": 4256, "mean": 0.4519382354600313, "std": 0.8811347650414015}, "Loss/signs/real": {"num": 4256, "mean": 0.37969924812030076, "std": 0.9251099831786912}, "Loss/D/loss": {"num": 4000, "mean": 1.1448535776138307, "std": 0.3531775261884262}, "Loss/r1_penalty": {"num": 256, "mean": 0.16730224667117, "std": 0.078967116089}, "Loss/D/reg": {"num": 256, "mean": 0.06852700014133006, "std": 0.032344926543845964}, "Progress/tick": {"num": 1, "mean": 36.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 144.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 5758.00341796875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.16272735595703, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.290681838989258, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07021045684814453, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.706638336181641, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948576927185059, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 1.5994453430175781, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.06664355844259262, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.61843872070312, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.2856903076172, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 213.45382690429688, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.11570739746094, "std": 0.0}, "timestamp": 1694474868.119348}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6274178585857153, "std": 0.7433019314092266}, "Loss/signs/fake": {"num": 8000, "mean": -0.609, "std": 0.7931702213270491}, "Loss/G/loss": {"num": 4000, "mean": 1.2583260555267335, "std": 0.5087094440327936}, "Loss/pl_penalty": {"num": 496, "mean": 0.0022199473676136543, "std": 0.006115662171544548}, "Loss/G/reg": {"num": 496, "mean": 0.0044398947352273085, "std": 0.012231324343089095}, "Loss/scores/real": {"num": 4256, "mean": 0.46502000281825323, "std": 0.8811681506917548}, "Loss/signs/real": {"num": 4256, "mean": 0.3890977443609023, "std": 0.9211964748810418}, "Loss/D/loss": {"num": 4000, "mean": 1.1414668591022492, "std": 0.34894035797148404}, "Loss/r1_penalty": {"num": 256, "mean": 0.15340766124427319, "std": 0.07021860002438422}, "Loss/D/reg": {"num": 256, "mean": 0.06283577508293092, "std": 0.028761540576571657}, "Progress/tick": {"num": 1, "mean": 37.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 148.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 5871.078125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.00212860107422, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.250532150268555, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07242846488952637, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.706638336181641, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949343204498291, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 1.6308549642562866, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.06795229017734528, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.37472534179688, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.0563201904297, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.48806762695312, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.76039123535156, "std": 0.0}, "timestamp": 1694474981.1914747}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5767358413524926, "std": 0.679308591501528}, "Loss/signs/fake": {"num": 8000, "mean": -0.6115, "std": 0.7912444312600246}, "Loss/G/loss": {"num": 4000, "mean": 1.1964347286224366, "std": 0.4421542411484062}, "Loss/pl_penalty": {"num": 504, "mean": 0.002350075570459936, "std": 0.004541333581989478}, "Loss/G/reg": {"num": 504, "mean": 0.004700151140919872, "std": 0.009082667163978956}, "Loss/scores/real": {"num": 4240, "mean": 0.4515104472725037, "std": 0.86311830826342}, "Loss/signs/real": {"num": 4240, "mean": 0.38301886792452833, "std": 0.9237405192010432}, "Loss/D/loss": {"num": 4000, "mean": 1.1490648803710937, "std": 0.3454088644821553}, "Loss/r1_penalty": {"num": 240, "mean": 0.16644478092590967, "std": 0.06682070181481317}, "Loss/D/reg": {"num": 240, "mean": 0.0681757797797521, "std": 0.027369759649480782}, "Progress/tick": {"num": 1, "mean": 38.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 152.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 5984.15234375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.00443267822266, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.251108169555664, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07000160217285156, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.706638336181641, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949488639831543, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.00012799999967683107, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 1.6622645854949951, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.06926102191209793, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.0470428466797, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.1300506591797, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 213.99961853027344, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.9303741455078, "std": 0.0}, "timestamp": 1694475094.2685542}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5589539348278195, "std": 0.6770327293852624}, "Loss/signs/fake": {"num": 8000, "mean": -0.607, "std": 0.7947018308774682}, "Loss/G/loss": {"num": 4000, "mean": 1.1922042455673219, "std": 0.45809391287350687}, "Loss/pl_penalty": {"num": 496, "mean": 0.00224250597004298, "std": 0.003394676953485074}, "Loss/G/reg": {"num": 496, "mean": 0.00448501194008596, "std": 0.006789353906970148}, "Loss/scores/real": {"num": 4256, "mean": 0.41699900377989935, "std": 0.8384341799560723}, "Loss/signs/real": {"num": 4256, "mean": 0.3543233082706767, "std": 0.935122982936535}, "Loss/D/loss": {"num": 4000, "mean": 1.165917606830597, "std": 0.33955969318793616}, "Loss/r1_penalty": {"num": 256, "mean": 0.15139364078640938, "std": 0.06428222961536863}, "Loss/D/reg": {"num": 256, "mean": 0.06201083352789283, "std": 0.026329999860327555}, "Progress/tick": {"num": 1, "mean": 39.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 156.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 6097.26025390625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.03548431396484, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.25887107849121, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07263970375061035, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.706638336181641, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949501991271973, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 1.6936835050582886, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.07057014107704163, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.42898559570312, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.4505615234375, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.53517150878906, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.84332275390625, "std": 0.0}, "timestamp": 1694475207.3742177}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5366872436478733, "std": 0.6607971019050657}, "Loss/signs/fake": {"num": 8000, "mean": -0.611, "std": 0.79163059566947}, "Loss/G/loss": {"num": 4000, "mean": 1.168630802631378, "std": 0.42781287413617014}, "Loss/pl_penalty": {"num": 504, "mean": 0.0017320803617910734, "std": 0.0027044568685253936}, "Loss/G/reg": {"num": 504, "mean": 0.003464160723582147, "std": 0.005408913737050787}, "Loss/scores/real": {"num": 4256, "mean": 0.3953175783801572, "std": 0.7980452420774197}, "Loss/signs/real": {"num": 4256, "mean": 0.35902255639097747, "std": 0.933328883085961}, "Loss/D/loss": {"num": 4000, "mean": 1.1776855092048646, "std": 0.34288445452124666}, "Loss/r1_penalty": {"num": 256, "mean": 0.14721317822113633, "std": 0.06755664296687873}, "Loss/D/reg": {"num": 256, "mean": 0.06029851490166038, "std": 0.027671201323739243}, "Progress/tick": {"num": 1, "mean": 40.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 160.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 6210.55908203125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.2284164428711, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.307104110717773, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07018399238586426, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.706638336181641, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949154853820801, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 1.7251553535461426, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.07188147306442261, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.59181213378906, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 159.90386962890625, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 213.88800048828125, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.39584350585938, "std": 0.0}, "timestamp": 1694475320.687627}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5519324409402907, "std": 0.677619746307935}, "Loss/signs/fake": {"num": 8000, "mean": -0.61925, "std": 0.7851938852920342}, "Loss/G/loss": {"num": 4000, "mean": 1.191016728758812, "std": 0.4645496018935767}, "Loss/pl_penalty": {"num": 496, "mean": 0.002390890133439473, "std": 0.006014270965197087}, "Loss/G/reg": {"num": 496, "mean": 0.004781780266878946, "std": 0.012028541930394173}, "Loss/scores/real": {"num": 4240, "mean": 0.40761281697536417, "std": 0.7948452524980066}, "Loss/signs/real": {"num": 4240, "mean": 0.3759433962264151, "std": 0.9266426295146089}, "Loss/D/loss": {"num": 4000, "mean": 1.172623964548111, "std": 0.3478602656823527}, "Loss/r1_penalty": {"num": 240, "mean": 0.14982976565758388, "std": 0.05922167458812972}, "Loss/D/reg": {"num": 240, "mean": 0.06137027181684971, "std": 0.02425719438636092}, "Progress/tick": {"num": 1, "mean": 41.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 164.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 6323.5302734375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 112.88603973388672, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.22150993347168, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.08498406410217285, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.706638336181641, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.9493818283081055, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 1.7565361261367798, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.07318900525569916, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.62147521972656, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.110595703125, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.60377502441406, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.99282836914062, "std": 0.0}, "timestamp": 1694475433.6434631}
{"Loss/scores/fake": {"num": 8000, "mean": -0.525785139027983, "std": 0.6185954316301169}, "Loss/signs/fake": {"num": 8000, "mean": -0.628, "std": 0.7782133383590902}, "Loss/G/loss": {"num": 4000, "mean": 1.15513740837574, "std": 0.3941479791330075}, "Loss/pl_penalty": {"num": 504, "mean": 0.0022102131335977613, "std": 0.004995515781135686}, "Loss/G/reg": {"num": 504, "mean": 0.0044204262671955225, "std": 0.009991031562271373}, "Loss/scores/real": {"num": 4256, "mean": 0.3805074988535248, "std": 0.7790381355464107}, "Loss/signs/real": {"num": 4256, "mean": 0.33646616541353386, "std": 0.9416955556505046}, "Loss/D/loss": {"num": 4000, "mean": 1.1732672348022462, "std": 0.33671207752604526}, "Loss/r1_penalty": {"num": 256, "mean": 0.16287183901295066, "std": 0.06625545068724455}, "Loss/D/reg": {"num": 256, "mean": 0.06671230448409915, "std": 0.02713822804408406}, "Progress/tick": {"num": 1, "mean": 42.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 168.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 6436.83203125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.23224639892578, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.308061599731445, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06980466842651367, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.706638336181641, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950202941894531, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 1.7880089282989502, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.07450037449598312, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.19244384765625, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.10035705566406, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 213.84909057617188, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.1290283203125, "std": 0.0}, "timestamp": 1694475546.947958}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5057842889167369, "std": 0.6180331536658094}, "Loss/signs/fake": {"num": 8000, "mean": -0.59, "std": 0.8074032449773781}, "Loss/G/loss": {"num": 4000, "mean": 1.1383560752868653, "std": 0.40139185300657393}, "Loss/pl_penalty": {"num": 496, "mean": 0.0021280546338417598, "std": 0.003776184461169137}, "Loss/G/reg": {"num": 496, "mean": 0.0042561092676835196, "std": 0.007552368922338274}, "Loss/scores/real": {"num": 4240, "mean": 0.39290425818905517, "std": 0.8231030096151873}, "Loss/signs/real": {"num": 4240, "mean": 0.3561320754716981, "std": 0.9344356290404496}, "Loss/D/loss": {"num": 4000, "mean": 1.181460743188858, "std": 0.32465950675664157}, "Loss/r1_penalty": {"num": 240, "mean": 0.1511194959282875, "std": 0.05123317571224323}, "Loss/D/reg": {"num": 240, "mean": 0.06189854418238004, "std": 0.020985105689442125}, "Progress/tick": {"num": 1, "mean": 43.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 172.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 6549.7939453125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 112.8896713256836, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.2224178314209, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07223677635192871, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.706638336181641, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949858665466309, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 1.8193871974945068, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.07580780237913132, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.48736572265625, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.15872192382812, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.47576904296875, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.21299743652344, "std": 0.0}, "timestamp": 1694475659.9075956}
{"Loss/scores/fake": {"num": 8000, "mean": -0.515185665782541, "std": 0.652211108158494}, "Loss/signs/fake": {"num": 8000, "mean": -0.602, "std": 0.798496086402432}, "Loss/G/loss": {"num": 4000, "mean": 1.1452786483764648, "std": 0.41555478594088285}, "Loss/pl_penalty": {"num": 504, "mean": 0.002216130788881509, "std": 0.004562496005442984}, "Loss/G/reg": {"num": 504, "mean": 0.004432261577763018, "std": 0.009124992010885968}, "Loss/scores/real": {"num": 4256, "mean": 0.40173928366791933, "std": 0.8250524473005431}, "Loss/signs/real": {"num": 4256, "mean": 0.3576127819548872, "std": 0.9338699578541363}, "Loss/D/loss": {"num": 4000, "mean": 1.179878943681717, "std": 0.3491108758386514}, "Loss/r1_penalty": {"num": 256, "mean": 0.14397548884153366, "std": 0.06005140424637408}, "Loss/D/reg": {"num": 256, "mean": 0.058972358936443925, "std": 0.024597053506973124}, "Progress/tick": {"num": 1, "mean": 44.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 176.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 6663.11279296875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.24852752685547, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.312131881713867, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06997537612915039, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.706638336181641, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949371814727783, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 1.8508646488189697, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.0771193578839302, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.48326110839844, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.24575805664062, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 213.897216796875, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.26931762695312, "std": 0.0}, "timestamp": 1694475773.2284913}
{"Loss/scores/fake": {"num": 8000, "mean": -0.4932957660332322, "std": 0.6073305129121793}, "Loss/signs/fake": {"num": 8000, "mean": -0.606, "std": 0.7954646440917409}, "Loss/G/loss": {"num": 4000, "mean": 1.121767974972725, "std": 0.3850096354997499}, "Loss/pl_penalty": {"num": 496, "mean": 0.002334326385490356, "std": 0.003914611696879605}, "Loss/G/reg": {"num": 496, "mean": 0.004668652770980712, "std": 0.00782922339375921}, "Loss/scores/real": {"num": 4256, "mean": 0.3916473640198994, "std": 0.8367644513834329}, "Loss/signs/real": {"num": 4256, "mean": 0.3482142857142857, "std": 0.9374149621296269}, "Loss/D/loss": {"num": 4000, "mean": 1.17945063829422, "std": 0.3286532525716328}, "Loss/r1_penalty": {"num": 256, "mean": 0.1544280219823122, "std": 0.060087202805795166}, "Loss/D/reg": {"num": 256, "mean": 0.06325371679849923, "std": 0.02461171613908172}, "Progress/tick": {"num": 1, "mean": 45.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 180.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 6776.27880859375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.09362030029297, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.273405075073242, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07236289978027344, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.706638336181641, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.95023775100708, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 1.882299542427063, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.07842914760112762, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.20370483398438, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 159.9508514404297, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.2044219970703, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.94061279296875, "std": 0.0}, "timestamp": 1694476354.1228833}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5179244883023203, "std": 0.6357385779459822}, "Loss/signs/fake": {"num": 8000, "mean": -0.60125, "std": 0.7990609723293962}, "Loss/G/loss": {"num": 4000, "mean": 1.1459323134422301, "std": 0.4107033894340974}, "Loss/pl_penalty": {"num": 504, "mean": 0.002053536236330512, "std": 0.0038195641121796845}, "Loss/G/reg": {"num": 504, "mean": 0.004107072472661024, "std": 0.007639128224359369}, "Loss/scores/real": {"num": 4240, "mean": 0.42364742438888775, "std": 0.8914345461783858}, "Loss/signs/real": {"num": 4240, "mean": 0.34056603773584904, "std": 0.9402205985516932}, "Loss/D/loss": {"num": 4000, "mean": 1.172660501241684, "std": 0.33759347315555355}, "Loss/r1_penalty": {"num": 240, "mean": 0.14151823222637178, "std": 0.04760621811338115}, "Loss/D/reg": {"num": 240, "mean": 0.05796586622794469, "std": 0.019499507046989745}, "Progress/tick": {"num": 1, "mean": 46.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 184.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 7357.2529296875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.17351531982422, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.293378829956055, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 467.80078125, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.70733642578125, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949568271636963, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 2.0436813831329346, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.08515338599681854, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.5150146484375, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.5939178466797, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.9222412109375, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.42086791992188, "std": 0.0}, "timestamp": 1694476467.369423}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5031559548806399, "std": 0.629414050541967}, "Loss/signs/fake": {"num": 8000, "mean": -0.59125, "std": 0.8064883368654503}, "Loss/G/loss": {"num": 4000, "mean": 1.128313095331192, "std": 0.40080877036326973}, "Loss/pl_penalty": {"num": 496, "mean": 0.0020258785281780985, "std": 0.004194540195263888}, "Loss/G/reg": {"num": 496, "mean": 0.004051757056356197, "std": 0.008389080390527775}, "Loss/scores/real": {"num": 4256, "mean": 0.3875137701266466, "std": 0.7928263679949302}, "Loss/signs/real": {"num": 4256, "mean": 0.35385338345864664, "std": 0.9353009050647113}, "Loss/D/loss": {"num": 4000, "mean": 1.1726129312515259, "std": 0.3297592369417307}, "Loss/r1_penalty": {"num": 256, "mean": 0.1552531085908413, "std": 0.06271460259740821}, "Loss/D/reg": {"num": 256, "mean": 0.06359167234040797, "std": 0.025687900228732068}, "Progress/tick": {"num": 1, "mean": 47.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 188.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 7470.72265625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.39659118652344, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.34914779663086, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07301592826843262, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.70733642578125, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948141098022461, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 2.0752007961273193, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.08646669238805771, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.66348266601562, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.82330322265625, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.3349151611328, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.38400268554688, "std": 0.0}, "timestamp": 1694476580.8367682}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5304430890865623, "std": 0.6481842840905248}, "Loss/signs/fake": {"num": 8000, "mean": -0.6145, "std": 0.7889168207105233}, "Loss/G/loss": {"num": 4000, "mean": 1.1476929445266724, "std": 0.4214540967121952}, "Loss/pl_penalty": {"num": 504, "mean": 0.0019519780947279835, "std": 0.0036040032193423483}, "Loss/G/reg": {"num": 504, "mean": 0.003903956189455967, "std": 0.0072080064386846965}, "Loss/scores/real": {"num": 4256, "mean": 0.4534578723482844, "std": 0.9351596569922611}, "Loss/signs/real": {"num": 4256, "mean": 0.36795112781954886, "std": 0.92984513094188}, "Loss/D/loss": {"num": 4000, "mean": 1.1608222715854646, "std": 0.35761158810989174}, "Loss/r1_penalty": {"num": 256, "mean": 0.1497076745145023, "std": 0.050496526993511426}, "Loss/D/reg": {"num": 256, "mean": 0.06132026109844446, "std": 0.020683378749301325}, "Progress/tick": {"num": 1, "mean": 48.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 192.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 7584.34130859375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.54808807373047, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.387022018432617, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07075953483581543, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.70733642578125, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949382305145264, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 2.1067614555358887, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.08778172731399536, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.1826629638672, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.38502502441406, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.25155639648438, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.5877685546875, "std": 0.0}, "timestamp": 1694476694.4702404}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5047398475557565, "std": 0.6396753840921469}, "Loss/signs/fake": {"num": 8000, "mean": -0.5855, "std": 0.8106724060926213}, "Loss/G/loss": {"num": 4000, "mean": 1.1259934775829314, "std": 0.41998920031739745}, "Loss/pl_penalty": {"num": 496, "mean": 0.0020724166191235607, "std": 0.004043647653698776}, "Loss/G/reg": {"num": 496, "mean": 0.004144833238247121, "std": 0.008087295307397551}, "Loss/scores/real": {"num": 4240, "mean": 0.41442286978774473, "std": 0.8502267850820866}, "Loss/signs/real": {"num": 4240, "mean": 0.3419811320754717, "std": 0.939706818802747}, "Loss/D/loss": {"num": 4000, "mean": 1.1689487845897675, "std": 0.3373739665081199}, "Loss/r1_penalty": {"num": 240, "mean": 0.1454440305630366, "std": 0.05469660570162911}, "Loss/D/reg": {"num": 240, "mean": 0.059573874125878015, "std": 0.02240372664161035}, "Progress/tick": {"num": 1, "mean": 49.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 196.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 7697.64794921875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.22126007080078, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.305315017700195, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.08538961410522461, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.707279205322266, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949490547180176, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 2.138235569000244, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.0890931487083435, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.62559509277344, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.42803955078125, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.28985595703125, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.26419067382812, "std": 0.0}, "timestamp": 1694476807.7619739}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5209118550568819, "std": 0.6397658671843834}, "Loss/signs/fake": {"num": 8000, "mean": -0.60525, "std": 0.7960354499015732}, "Loss/G/loss": {"num": 4000, "mean": 1.1311886913776397, "std": 0.40879977058049494}, "Loss/pl_penalty": {"num": 504, "mean": 0.002170543117995655, "std": 0.00380580493880607}, "Loss/G/reg": {"num": 504, "mean": 0.00434108623599131, "std": 0.00761160987761214}, "Loss/scores/real": {"num": 4256, "mean": 0.4531870011968496, "std": 0.9654632289913291}, "Loss/signs/real": {"num": 4256, "mean": 0.35714285714285715, "std": 0.9340497736158586}, "Loss/D/loss": {"num": 4000, "mean": 1.1567134656906128, "std": 0.3481643013922006}, "Loss/r1_penalty": {"num": 256, "mean": 0.18466424755752087, "std": 0.19839486490790328}, "Loss/D/reg": {"num": 256, "mean": 0.07563847303390503, "std": 0.08126253257165396}, "Progress/tick": {"num": 1, "mean": 50.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 200.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 7811.26513671875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.546875, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.38671875, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07046675682067871, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.707279205322266, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949459075927734, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.00012799999967683107, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 2.1697959899902344, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.09040816128253937, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.7751007080078, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.29901123046875, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.42764282226562, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.71270751953125, "std": 0.0}, "timestamp": 1694476921.3813353}
{"Loss/scores/fake": {"num": 8000, "mean": -0.48521571440063416, "std": 0.6231995901246815}, "Loss/signs/fake": {"num": 8000, "mean": -0.603, "std": 0.7977411860998528}, "Loss/G/loss": {"num": 4000, "mean": 1.1146379753351212, "std": 0.4025564826647456}, "Loss/pl_penalty": {"num": 496, "mean": 0.002348718621614089, "std": 0.006418405803944941}, "Loss/G/reg": {"num": 496, "mean": 0.004697437243228178, "std": 0.012836811607889883}, "Loss/scores/real": {"num": 4240, "mean": 0.39055400615171443, "std": 0.8235433280140823}, "Loss/signs/real": {"num": 4240, "mean": 0.3462264150943396, "std": 0.9381509843788056}, "Loss/D/loss": {"num": 4000, "mean": 1.183715841293335, "std": 0.3329299172199829}, "Loss/r1_penalty": {"num": 240, "mean": 0.13707223733266194, "std": 0.06607990036665178}, "Loss/D/reg": {"num": 240, "mean": 0.0561447873711586, "std": 0.02706632404023806}, "Progress/tick": {"num": 1, "mean": 51.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 204.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 7924.546875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.20915985107422, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.302289962768555, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07249212265014648, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.707279205322266, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949446678161621, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 2.201262950897217, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.09171929210424423, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.17958068847656, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.8079376220703, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.78604125976562, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.6420440673828, "std": 0.0}, "timestamp": 1694477034.6607442}
{"Loss/scores/fake": {"num": 8000, "mean": -0.4894772092178464, "std": 0.6508287847230071}, "Loss/signs/fake": {"num": 8000, "mean": -0.58225, "std": 0.813009801601432}, "Loss/G/loss": {"num": 4000, "mean": 1.1119926578998565, "std": 0.41363862621135866}, "Loss/pl_penalty": {"num": 504, "mean": 0.002197702758065942, "std": 0.004266763468144972}, "Loss/G/reg": {"num": 504, "mean": 0.004395405516131884, "std": 0.008533526936289944}, "Loss/scores/real": {"num": 4256, "mean": 0.39167251966235445, "std": 0.8565138989461959}, "Loss/signs/real": {"num": 4256, "mean": 0.3543233082706767, "std": 0.935122982936535}, "Loss/D/loss": {"num": 4000, "mean": 1.180477700471878, "std": 0.36758169781246436}, "Loss/r1_penalty": {"num": 256, "mean": 0.13854893017560244, "std": 0.06859526980528731}, "Loss/D/reg": {"num": 256, "mean": 0.056749639101326466, "std": 0.028096626849276586}, "Progress/tick": {"num": 1, "mean": 52.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 208.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 8038.1474609375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.52508544921875, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.381271362304688, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07556557655334473, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.707279205322266, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.951136112213135, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 2.232818841934204, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.09303411841392517, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.7085418701172, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.5017547607422, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.12966918945312, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.6359100341797, "std": 0.0}, "timestamp": 1694477148.2637663}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5560230856649577, "std": 0.6868108173423654}, "Loss/signs/fake": {"num": 8000, "mean": -0.62375, "std": 0.7816239105221897}, "Loss/G/loss": {"num": 4000, "mean": 1.17490873169899, "std": 0.49434967215141584}, "Loss/pl_penalty": {"num": 496, "mean": 0.0023173474229782097, "std": 0.005041402911949148}, "Loss/G/reg": {"num": 496, "mean": 0.0046346948459564195, "std": 0.010082805823898295}, "Loss/scores/real": {"num": 4256, "mean": 0.48001337720823467, "std": 1.0041395289908128}, "Loss/signs/real": {"num": 4256, "mean": 0.36795112781954886, "std": 0.92984513094188}, "Loss/D/loss": {"num": 4000, "mean": 1.1513675346374512, "std": 0.35127355415753236}, "Loss/r1_penalty": {"num": 256, "mean": 0.1423897286877036, "std": 0.06482467136383895}, "Loss/D/reg": {"num": 256, "mean": 0.05832283047493547, "std": 0.026552185498078563}, "Progress/tick": {"num": 1, "mean": 53.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 212.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 8151.60009765625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.38004302978516, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.34501075744629, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07262420654296875, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.707279205322266, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949185371398926, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 2.264333486557007, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.09434722363948822, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.7136688232422, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.72703552246094, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.866943359375, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.2519073486328, "std": 0.0}, "timestamp": 1694477261.7142854}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5672041829824448, "std": 0.6953822704767012}, "Loss/signs/fake": {"num": 8000, "mean": -0.60525, "std": 0.7960354499015732}, "Loss/G/loss": {"num": 4000, "mean": 1.171719142794609, "std": 0.45513298556284226}, "Loss/pl_penalty": {"num": 504, "mean": 0.0021677950197564705, "std": 0.0040917040480716906}, "Loss/G/reg": {"num": 504, "mean": 0.004335590039512941, "std": 0.008183408096143381}, "Loss/scores/real": {"num": 4240, "mean": 0.5027116893597369, "std": 1.0129159730448294}, "Loss/signs/real": {"num": 4240, "mean": 0.38018867924528305, "std": 0.9249089512885726}, "Loss/D/loss": {"num": 4000, "mean": 1.1367144441604615, "std": 0.380307336426927}, "Loss/r1_penalty": {"num": 240, "mean": 0.16527400612831117, "std": 0.06645143074188206}, "Loss/D/reg": {"num": 240, "mean": 0.06769622986515363, "std": 0.027218507828699105}, "Progress/tick": {"num": 1, "mean": 54.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 216.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 8265.0458984375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.37545013427734, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.343862533569336, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0704653263092041, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.707275390625, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.94947624206543, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 2.2958462238311768, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.0956602543592453, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.98605346679688, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.2662353515625, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.33343505859375, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.53350830078125, "std": 0.0}, "timestamp": 1694477375.16257}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5378399645611643, "std": 0.6911357767974773}, "Loss/signs/fake": {"num": 8000, "mean": -0.59425, "std": 0.8042803848783084}, "Loss/G/loss": {"num": 4000, "mean": 1.1424761483669281, "std": 0.4578114298521842}, "Loss/pl_penalty": {"num": 496, "mean": 0.002122159936510387, "std": 0.004841668536835698}, "Loss/G/reg": {"num": 496, "mean": 0.004244319873020774, "std": 0.009683337073671396}, "Loss/scores/real": {"num": 4256, "mean": 0.4650839663397773, "std": 0.9355222459548234}, "Loss/signs/real": {"num": 4256, "mean": 0.3806390977443609, "std": 0.9247236761694592}, "Loss/D/loss": {"num": 4000, "mean": 1.1489619476795196, "std": 0.37460649237190496}, "Loss/r1_penalty": {"num": 256, "mean": 0.14767643623054028, "std": 0.0768624686254541}, "Loss/D/reg": {"num": 256, "mean": 0.06048826687037945, "std": 0.03148286546346962}, "Progress/tick": {"num": 1, "mean": 55.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 220.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 8378.515625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.39633178710938, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.349082946777344, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07284235954284668, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.707275390625, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948973655700684, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 2.3273653984069824, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.09697356075048447, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.68499755859375, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.7546844482422, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.23455810546875, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.35328674316406, "std": 0.0}, "timestamp": 1694477488.6285295}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6041388859599829, "std": 0.7170289859339086}, "Loss/signs/fake": {"num": 8000, "mean": -0.6545, "std": 0.756062001425809}, "Loss/G/loss": {"num": 4000, "mean": 1.2040836762189866, "std": 0.5115111441541861}, "Loss/pl_penalty": {"num": 504, "mean": 0.002232584159909969, "std": 0.005003750753250623}, "Loss/G/reg": {"num": 504, "mean": 0.004465168319819938, "std": 0.010007501506501246}, "Loss/scores/real": {"num": 4256, "mean": 0.5371427404505194, "std": 1.053559843974735}, "Loss/signs/real": {"num": 4256, "mean": 0.3773496240601504, "std": 0.9260708726774982}, "Loss/D/loss": {"num": 4000, "mean": 1.1213623502254486, "std": 0.383822772658887}, "Loss/r1_penalty": {"num": 256, "mean": 0.15642644930630922, "std": 0.07509333648484183}, "Loss/D/reg": {"num": 256, "mean": 0.06407227274030447, "std": 0.03075822661765353}, "Progress/tick": {"num": 1, "mean": 56.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 224.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 8492.12890625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.54378509521484, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.38594627380371, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06962180137634277, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.707275390625, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948947906494141, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 2.358924627304077, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.09828852862119675, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.93177795410156, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.47616577148438, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.32217407226562, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.88986206054688, "std": 0.0}, "timestamp": 1694477602.2582154}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6933408217281103, "std": 0.8516720347010683}, "Loss/signs/fake": {"num": 8000, "mean": -0.656, "std": 0.7547608892887866}, "Loss/G/loss": {"num": 4000, "mean": 1.27349352145195, "std": 0.6297577562390138}, "Loss/pl_penalty": {"num": 496, "mean": 0.0019354059636938355, "std": 0.003815929871704345}, "Loss/G/reg": {"num": 496, "mean": 0.003870811927387671, "std": 0.00763185974340869}, "Loss/scores/real": {"num": 4240, "mean": 0.6861624684255078, "std": 1.2157674149346953}, "Loss/signs/real": {"num": 4240, "mean": 0.4070754716981132, "std": 0.9133945261176896}, "Loss/D/loss": {"num": 4000, "mean": 1.0759035658836364, "std": 0.4547982409767052}, "Loss/r1_penalty": {"num": 240, "mean": 0.15675921539465587, "std": 0.08446383225324523}, "Loss/D/reg": {"num": 240, "mean": 0.06420857310295106, "std": 0.03459638529049241}, "Progress/tick": {"num": 1, "mean": 57.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 228.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 8605.435546875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.22120666503906, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.305301666259766, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.08590435981750488, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.707275390625, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949018478393555, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 2.3903987407684326, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.09959995001554489, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.76486206054688, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.06553649902344, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.90687561035156, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.83251953125, "std": 0.0}, "timestamp": 1694477715.5497756}
{"Loss/scores/fake": {"num": 8000, "mean": -0.7381715770177543, "std": 0.7221052884541963}, "Loss/signs/fake": {"num": 8000, "mean": -0.7335, "std": 0.6796894511466247}, "Loss/G/loss": {"num": 4000, "mean": 1.2901718847751618, "std": 0.48632838145100676}, "Loss/pl_penalty": {"num": 504, "mean": 0.0019959087986203415, "std": 0.0036804541633959635}, "Loss/G/reg": {"num": 504, "mean": 0.003991817597240683, "std": 0.007360908326791927}, "Loss/scores/real": {"num": 4256, "mean": 0.7754949959891295, "std": 1.4051501997804345}, "Loss/signs/real": {"num": 4256, "mean": 0.36278195488721804, "std": 0.9318740543701217}, "Loss/D/loss": {"num": 4000, "mean": 1.0502495875358582, "std": 0.45372652553238163}, "Loss/r1_penalty": {"num": 256, "mean": 0.1756784450262785, "std": 0.18827613609909194}, "Loss/D/reg": {"num": 256, "mean": 0.0719578918069601, "std": 0.07711790636257665}, "Progress/tick": {"num": 1, "mean": 58.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 232.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 8719.0869140625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.5804672241211, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.395116806030273, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07035136222839355, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.70733642578125, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950895309448242, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 2.421968460083008, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.10091535747051239, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.8908233642578, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.5754852294922, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.30213928222656, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.70144653320312, "std": 0.0}, "timestamp": 1694477829.2034745}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6797972413077951, "std": 0.7508300799207048}, "Loss/signs/fake": {"num": 8000, "mean": -0.67, "std": 0.7423610981186985}, "Loss/G/loss": {"num": 4000, "mean": 1.2433316674232482, "std": 0.5048487786014086}, "Loss/pl_penalty": {"num": 496, "mean": 0.002087785578389171, "std": 0.005014728293844195}, "Loss/G/reg": {"num": 496, "mean": 0.004175571156778342, "std": 0.01002945658768839}, "Loss/scores/real": {"num": 4240, "mean": 0.6882235420762368, "std": 1.2475835436302292}, "Loss/signs/real": {"num": 4240, "mean": 0.39858490566037735, "std": 0.9171314371341265}, "Loss/D/loss": {"num": 4000, "mean": 1.0724412044286729, "std": 0.4214034480037836}, "Loss/r1_penalty": {"num": 240, "mean": 0.18535264531771342, "std": 0.1541882056870123}, "Loss/D/reg": {"num": 240, "mean": 0.0759204424917698, "std": 0.06315548752047502}, "Progress/tick": {"num": 1, "mean": 59.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 236.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 8832.3955078125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.23532104492188, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.30883026123047, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07323312759399414, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.70733642578125, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949794769287109, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 2.4534430503845215, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.10222679376602173, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.4232940673828, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.4505615234375, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.43116760253906, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.69631958007812, "std": 0.0}, "timestamp": 1694477942.5090532}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6736322528813035, "std": 0.794724539517666}, "Loss/signs/fake": {"num": 8000, "mean": -0.64975, "std": 0.7601479707925293}, "Loss/G/loss": {"num": 4000, "mean": 1.2534586520195008, "std": 0.5357180605665547}, "Loss/pl_penalty": {"num": 504, "mean": 0.0021337398063642756, "std": 0.004330331977759444}, "Loss/G/reg": {"num": 504, "mean": 0.004267479612728551, "std": 0.008660663955518889}, "Loss/scores/real": {"num": 4256, "mean": 0.6255936634383703, "std": 1.130705026963856}, "Loss/signs/real": {"num": 4256, "mean": 0.3942669172932331, "std": 0.9189959727485703}, "Loss/D/loss": {"num": 4000, "mean": 1.089213840007782, "std": 0.4519672752916947}, "Loss/r1_penalty": {"num": 256, "mean": 0.15339184552431107, "std": 0.11068263564632672}, "Loss/D/reg": {"num": 256, "mean": 0.06282929657027125, "std": 0.04533560572310272}, "Progress/tick": {"num": 1, "mean": 60.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 240.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 8946.025390625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.55953979492188, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.38988494873047, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07025551795959473, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.70733642578125, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949951171875, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.00012799999967683107, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 2.4850070476531982, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.10354195535182953, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.6890869140625, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.62054443359375, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.9099578857422, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.6420440673828, "std": 0.0}, "timestamp": 1694478524.8048584}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6168593238219618, "std": 0.7537938285758691}, "Loss/signs/fake": {"num": 8000, "mean": -0.615, "std": 0.7885271079677604}, "Loss/G/loss": {"num": 4000, "mean": 1.197973082304001, "std": 0.494499932390601}, "Loss/pl_penalty": {"num": 496, "mean": 0.00226148848155243, "std": 0.003982937692064655}, "Loss/G/reg": {"num": 496, "mean": 0.00452297696310486, "std": 0.00796587538412931}, "Loss/scores/real": {"num": 4256, "mean": 0.577932411454674, "std": 1.0267079476937875}, "Loss/signs/real": {"num": 4256, "mean": 0.40601503759398494, "std": 0.9138663957316491}, "Loss/D/loss": {"num": 4000, "mean": 1.102753540277481, "std": 0.42677959056014897}, "Loss/r1_penalty": {"num": 256, "mean": 0.1623302553780377, "std": 0.09340812086630501}, "Loss/D/reg": {"num": 256, "mean": 0.06649046973325312, "std": 0.038259966291448566}, "Progress/tick": {"num": 1, "mean": 61.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 244.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 9527.8330078125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.07176971435547, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.267942428588867, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 468.73626708984375, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.708675384521484, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.9497551918029785, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 2.646620273590088, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.11027584224939346, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.26559448242188, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.40345764160156, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.02464294433594, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.02560424804688, "std": 0.0}, "timestamp": 1694478637.9467595}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5777808608040214, "std": 0.717775739660326}, "Loss/signs/fake": {"num": 8000, "mean": -0.62225, "std": 0.7828185853056888}, "Loss/G/loss": {"num": 4000, "mean": 1.1633487031459808, "std": 0.4744379543553748}, "Loss/pl_penalty": {"num": 504, "mean": 0.002228166441440523, "std": 0.004737422160471253}, "Loss/G/reg": {"num": 504, "mean": 0.004456332882881046, "std": 0.009474844320942507}, "Loss/scores/real": {"num": 4240, "mean": 0.5345442816966547, "std": 0.9780424004851365}, "Loss/signs/real": {"num": 4240, "mean": 0.4080188679245283, "std": 0.9129734954628126}, "Loss/D/loss": {"num": 4000, "mean": 1.1167066526412963, "std": 0.39340321677185935}, "Loss/r1_penalty": {"num": 240, "mean": 0.17748854011297227, "std": 0.19295078653774067}, "Loss/D/reg": {"num": 240, "mean": 0.07269930491844813, "std": 0.07903264800798422}, "Progress/tick": {"num": 1, "mean": 62.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 248.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 9641.1103515625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.20752716064453, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.301881790161133, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07012796401977539, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.708675384521484, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950313091278076, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 2.678086280822754, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.11158692836761475, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.5109100341797, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.2488250732422, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.4286651611328, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.22630310058594, "std": 0.0}, "timestamp": 1694478751.2270412}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5880409859009087, "std": 0.7342667217495006}, "Loss/signs/fake": {"num": 8000, "mean": -0.62125, "std": 0.7836124281173698}, "Loss/G/loss": {"num": 4000, "mean": 1.1828129141330719, "std": 0.5175029426317483}, "Loss/pl_penalty": {"num": 496, "mean": 0.0022223385193126067, "std": 0.00441355751937097}, "Loss/G/reg": {"num": 496, "mean": 0.0044446770386252134, "std": 0.00882711503874194}, "Loss/scores/real": {"num": 4256, "mean": 0.53302459503503, "std": 0.9990468271064677}, "Loss/signs/real": {"num": 4256, "mean": 0.3867481203007519, "std": 0.9221853888691987}, "Loss/D/loss": {"num": 4000, "mean": 1.1260832771062852, "std": 0.4037047600878752}, "Loss/r1_penalty": {"num": 256, "mean": 0.1580294407904148, "std": 0.10399305497973722}, "Loss/D/reg": {"num": 256, "mean": 0.06472885911352932, "std": 0.04259555236303075}, "Progress/tick": {"num": 1, "mean": 63.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 252.01600646972656, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 9754.3955078125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.21202850341797, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.303007125854492, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07276797294616699, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.708675384521484, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950250148773193, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 2.7095541954040527, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.1128980964422226, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.78944396972656, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.21401977539062, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.78195190429688, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.28160095214844, "std": 0.0}, "timestamp": 1694478864.508963}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6280839647017419, "std": 0.7750881715699577}, "Loss/signs/fake": {"num": 8000, "mean": -0.63325, "std": 0.7739473092530266}, "Loss/G/loss": {"num": 4000, "mean": 1.204553469657898, "std": 0.545153467885852}, "Loss/pl_penalty": {"num": 504, "mean": 0.0026213048184881844, "std": 0.005565415254306205}, "Loss/G/reg": {"num": 504, "mean": 0.005242609636976369, "std": 0.01113083050861241}, "Loss/scores/real": {"num": 4256, "mean": 0.6549831595397869, "std": 1.1838377023505406}, "Loss/signs/real": {"num": 4256, "mean": 0.3815789473684211, "std": 0.9243362520886043}, "Loss/D/loss": {"num": 4000, "mean": 1.0926780965328216, "std": 0.4232961760962187}, "Loss/r1_penalty": {"num": 256, "mean": 0.15650971187278628, "std": 0.11758710403584874}, "Loss/D/reg": {"num": 256, "mean": 0.06410637544468045, "std": 0.04816368090924617}, "Progress/tick": {"num": 1, "mean": 64.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 256.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 9867.8330078125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.36737823486328, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.34184455871582, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0698862075805664, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.708675384521484, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950362205505371, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 2.7410645484924316, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.11421103030443192, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.4740447998047, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.52838134765625, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.09791564941406, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.36146545410156, "std": 0.0}, "timestamp": 1694478977.9618506}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6196124293245375, "std": 0.7509552614077482}, "Loss/signs/fake": {"num": 8000, "mean": -0.633, "std": 0.7741517939009118}, "Loss/G/loss": {"num": 4000, "mean": 1.2009646763801576, "std": 0.4864626173177039}, "Loss/pl_penalty": {"num": 496, "mean": 0.002672961058710972, "std": 0.007274130539110739}, "Loss/G/reg": {"num": 496, "mean": 0.005345922117421944, "std": 0.014548261078221478}, "Loss/scores/real": {"num": 4240, "mean": 0.5715702476647665, "std": 0.9884776792087122}, "Loss/signs/real": {"num": 4240, "mean": 0.4231132075471698, "std": 0.906076825439844}, "Loss/D/loss": {"num": 4000, "mean": 1.0992330617904662, "std": 0.4286763477553428}, "Loss/r1_penalty": {"num": 240, "mean": 0.1689464658498764, "std": 0.1017741520657386}, "Loss/D/reg": {"num": 240, "mean": 0.06920047079523405, "std": 0.041686692676446334}, "Progress/tick": {"num": 1, "mean": 65.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 260.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 9980.9423828125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.02449035644531, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.256122589111328, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.08551502227783203, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.708675384521484, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.951241970062256, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 2.772484064102173, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.1155201718211174, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.5641632080078, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.25804138183594, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.0830078125, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.3020782470703, "std": 0.0}, "timestamp": 1694479091.056371}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6151879789829254, "std": 0.760617459957967}, "Loss/signs/fake": {"num": 8000, "mean": -0.61425, "std": 0.7891114861031995}, "Loss/G/loss": {"num": 4000, "mean": 1.1939091801643371, "std": 0.5191433008148522}, "Loss/pl_penalty": {"num": 504, "mean": 0.0035378090715745374, "std": 0.023930092872675796}, "Loss/G/reg": {"num": 504, "mean": 0.007075618143149075, "std": 0.04786018574535159}, "Loss/scores/real": {"num": 4256, "mean": 0.588908297766028, "std": 1.0068761980347933}, "Loss/signs/real": {"num": 4256, "mean": 0.41635338345864664, "std": 0.9092028706963794}, "Loss/D/loss": {"num": 4000, "mean": 1.0927046592235565, "std": 0.3973991048763753}, "Loss/r1_penalty": {"num": 256, "mean": 0.1725917304866016, "std": 0.12101652135325627}, "Loss/D/reg": {"num": 256, "mean": 0.07069357088766992, "std": 0.049568364765494206}, "Progress/tick": {"num": 1, "mean": 66.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 264.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 10094.3583984375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.34528350830078, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.336320877075195, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07001900672912598, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.708675384521484, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949613571166992, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 2.803988456726074, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.11683284491300583, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.13510131835938, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.42189025878906, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.73587036132812, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.27955627441406, "std": 0.0}, "timestamp": 1694479204.4745033}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6522212905846536, "std": 0.7990940652368782}, "Loss/signs/fake": {"num": 8000, "mean": -0.6515, "std": 0.7586486340856352}, "Loss/G/loss": {"num": 4000, "mean": 1.23468133354187, "std": 0.6094510631833028}, "Loss/pl_penalty": {"num": 496, "mean": 0.002579864741194122, "std": 0.006461529544868162}, "Loss/G/reg": {"num": 496, "mean": 0.005159729482388244, "std": 0.012923059089736323}, "Loss/scores/real": {"num": 4240, "mean": 0.6128938753720162, "std": 1.0837517324027586}, "Loss/signs/real": {"num": 4240, "mean": 0.38632075471698113, "std": 0.9223645019594489}, "Loss/D/loss": {"num": 4000, "mean": 1.0881040375232696, "std": 0.44355408606697466}, "Loss/r1_penalty": {"num": 240, "mean": 0.18230494956175486, "std": 0.1028646637090268}, "Loss/D/reg": {"num": 240, "mean": 0.07467210739850998, "std": 0.04213336232833868}, "Progress/tick": {"num": 1, "mean": 67.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 268.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 10207.4423828125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.01116180419922, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.252790451049805, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07285332679748535, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.708614349365234, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949272155761719, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 2.8354005813598633, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.11814168840646744, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.6215057373047, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.1361846923828, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.866943359375, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.62258911132812, "std": 0.0}, "timestamp": 1694479317.556094}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5775744666159153, "std": 0.775903702750663}, "Loss/signs/fake": {"num": 8000, "mean": -0.58775, "std": 0.8090426054912065}, "Loss/G/loss": {"num": 4000, "mean": 1.1761025695800782, "std": 0.5618336109841765}, "Loss/pl_penalty": {"num": 504, "mean": 0.002502317472900604, "std": 0.00542899058040801}, "Loss/G/reg": {"num": 504, "mean": 0.005004634945801208, "std": 0.01085798116081602}, "Loss/scores/real": {"num": 4256, "mean": 0.4809856681692365, "std": 0.9387421613325103}, "Loss/signs/real": {"num": 4256, "mean": 0.3933270676691729, "std": 0.9193986174879587}, "Loss/D/loss": {"num": 4000, "mean": 1.1365523278713225, "std": 0.40386161868813597}, "Loss/r1_penalty": {"num": 256, "mean": 0.16503672301769257, "std": 0.15283605544478715}, "Loss/D/reg": {"num": 256, "mean": 0.06759903975762427, "std": 0.06260164407329327}, "Progress/tick": {"num": 1, "mean": 68.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 272.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 10320.875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.36250305175781, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.340625762939453, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07042145729064941, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.708614349365234, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948923110961914, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 2.8669097423553467, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.11945457011461258, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.39622497558594, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.39321899414062, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.48602294921875, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.5611572265625, "std": 0.0}, "timestamp": 1694479430.9909465}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5170965708047152, "std": 0.700341886469332}, "Loss/signs/fake": {"num": 8000, "mean": -0.5755, "std": 0.8178017791616744}, "Loss/G/loss": {"num": 4000, "mean": 1.1154009652137757, "std": 0.4573477773925606}, "Loss/pl_penalty": {"num": 496, "mean": 0.002591005166440511, "std": 0.005441256606232375}, "Loss/G/reg": {"num": 496, "mean": 0.005182010332881022, "std": 0.01088251321246475}, "Loss/scores/real": {"num": 4256, "mean": 0.49021899450878453, "std": 0.9088666010822711}, "Loss/signs/real": {"num": 4256, "mean": 0.3966165413533835, "std": 0.9179843784754073}, "Loss/D/loss": {"num": 4000, "mean": 1.1392865705490112, "std": 0.39218482756795126}, "Loss/r1_penalty": {"num": 256, "mean": 0.14511972712352872, "std": 0.10350056465242387}, "Loss/D/reg": {"num": 256, "mean": 0.05944103770889342, "std": 0.042393832861473676}, "Progress/tick": {"num": 1, "mean": 69.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 276.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 10434.1748046875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.22771453857422, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.306928634643555, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07234978675842285, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.708614349365234, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.9499101638793945, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 2.8983819484710693, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.12076591700315475, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.90821838378906, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.3768310546875, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.75328063964844, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.54066467285156, "std": 0.0}, "timestamp": 1694479544.2889974}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6156913104336709, "std": 0.7882622532252936}, "Loss/signs/fake": {"num": 8000, "mean": -0.60375, "std": 0.7971737185206246}, "Loss/G/loss": {"num": 4000, "mean": 1.1944076644182204, "std": 0.5428358160896853}, "Loss/pl_penalty": {"num": 504, "mean": 0.0024741371827466147, "std": 0.006104104396360236}, "Loss/G/reg": {"num": 504, "mean": 0.004948274365493229, "std": 0.012208208792720473}, "Loss/scores/real": {"num": 4240, "mean": 0.5369504681032784, "std": 0.9201913556840563}, "Loss/signs/real": {"num": 4240, "mean": 0.42547169811320756, "std": 0.9049717311080294}, "Loss/D/loss": {"num": 4000, "mean": 1.0966161048412324, "std": 0.40015848971358}, "Loss/r1_penalty": {"num": 240, "mean": 0.19053020179271699, "std": 0.23289546421171778}, "Loss/D/reg": {"num": 240, "mean": 0.07804116954406103, "std": 0.09539397280851644}, "Progress/tick": {"num": 1, "mean": 70.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 280.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 10547.4404296875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.19456481933594, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.298641204833984, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07034897804260254, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.708614349365234, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950437545776367, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.00012799999967683107, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 2.929844379425049, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.1220768541097641, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.55596923828125, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.29286193847656, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.45846557617188, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.01171875, "std": 0.0}, "timestamp": 1694479657.5560904}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6184475133791566, "std": 0.75758467351864}, "Loss/signs/fake": {"num": 8000, "mean": -0.61425, "std": 0.7891114861031995}, "Loss/G/loss": {"num": 4000, "mean": 1.1947348668575286, "std": 0.4911476373358366}, "Loss/pl_penalty": {"num": 496, "mean": 0.0025823041721577604, "std": 0.0068774062708448725}, "Loss/G/reg": {"num": 496, "mean": 0.005164608344315521, "std": 0.013754812541689745}, "Loss/scores/real": {"num": 4256, "mean": 0.5714631544538122, "std": 0.9696650703435128}, "Loss/signs/real": {"num": 4256, "mean": 0.43468045112781956, "std": 0.9005847574811131}, "Loss/D/loss": {"num": 4000, "mean": 1.094892826795578, "std": 0.3972361366194268}, "Loss/r1_penalty": {"num": 256, "mean": 0.16936535015702248, "std": 0.0978076760086522}, "Loss/D/reg": {"num": 256, "mean": 0.06937204510904849, "std": 0.040062023954915475}, "Progress/tick": {"num": 1, "mean": 71.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 284.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 10660.71484375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.20269012451172, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.30067253112793, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07251834869384766, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.708675384521484, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.94905424118042, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 2.9613096714019775, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.123387910425663, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.67372131347656, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.32461547851562, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.25357055664062, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.64512634277344, "std": 0.0}, "timestamp": 1694479770.8287737}
{"Loss/scores/fake": {"num": 8000, "mean": -0.7113750424385071, "std": 0.7931385201303557}, "Loss/signs/fake": {"num": 8000, "mean": -0.64625, "std": 0.7631257678128816}, "Loss/G/loss": {"num": 4000, "mean": 1.2740048694610595, "std": 0.5416411355066246}, "Loss/pl_penalty": {"num": 504, "mean": 0.0021302998296931267, "std": 0.003820487643615599}, "Loss/G/reg": {"num": 504, "mean": 0.004260599659386253, "std": 0.007640975287231198}, "Loss/scores/real": {"num": 4256, "mean": 0.6954409747587559, "std": 1.1669428846725776}, "Loss/signs/real": {"num": 4256, "mean": 0.42716165413533835, "std": 0.9041752713032809}, "Loss/D/loss": {"num": 4000, "mean": 1.0538527204990387, "std": 0.4413020855191922}, "Loss/r1_penalty": {"num": 256, "mean": 0.17993122898042202, "std": 0.135376007509661}, "Loss/D/reg": {"num": 256, "mean": 0.07369982986710966, "std": 0.0554500142114988}, "Progress/tick": {"num": 1, "mean": 72.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 288.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 10774.134765625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.34953308105469, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.337383270263672, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06999945640563965, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.708675384521484, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.94893217086792, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 2.9928152561187744, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.1247006356716156, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.6716766357422, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.46694946289062, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.1378631591797, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 175.99795532226562, "std": 0.0}, "timestamp": 1694479884.263718}
{"Loss/scores/fake": {"num": 8000, "mean": -0.7418029896877706, "std": 0.7677513954160788}, "Loss/signs/fake": {"num": 8000, "mean": -0.709, "std": 0.7052084798128849}, "Loss/G/loss": {"num": 4000, "mean": 1.269469838142395, "std": 0.5252649841741073}, "Loss/pl_penalty": {"num": 496, "mean": 0.003454453773766516, "std": 0.02052833066835909}, "Loss/G/reg": {"num": 496, "mean": 0.006908907547533032, "std": 0.04105666133671818}, "Loss/scores/real": {"num": 4240, "mean": 0.8717834867255868, "std": 1.485892898465269}, "Loss/signs/real": {"num": 4240, "mean": 0.3768867924528302, "std": 0.9262593296019302}, "Loss/D/loss": {"num": 4000, "mean": 1.0236124596595764, "std": 0.46534964411028734}, "Loss/r1_penalty": {"num": 240, "mean": 0.17951460927724838, "std": 0.24298135107813756}, "Loss/D/reg": {"num": 240, "mean": 0.073529181877772, "std": 0.09952515994532943}, "Progress/tick": {"num": 1, "mean": 73.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 292.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 10887.2490234375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.02914428710938, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.257286071777344, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.08540010452270508, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.708675384521484, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.9509148597717285, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 3.024235963821411, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.12600983679294586, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.2262420654297, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.34713745117188, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.6007080078125, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.39013671875, "std": 0.0}, "timestamp": 1694479997.3632107}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6263357408344745, "std": 0.7586666701754223}, "Loss/signs/fake": {"num": 8000, "mean": -0.63625, "std": 0.7714829469923493}, "Loss/G/loss": {"num": 4000, "mean": 1.201495448589325, "std": 0.5302698273310815}, "Loss/pl_penalty": {"num": 504, "mean": 0.0022692145957123665, "std": 0.0041444644317602765}, "Loss/G/reg": {"num": 504, "mean": 0.004538429191424733, "std": 0.008288928863520553}, "Loss/scores/real": {"num": 4256, "mean": 0.591683700799774, "std": 1.0764476037692003}, "Loss/signs/real": {"num": 4256, "mean": 0.3956766917293233, "std": 0.9183898712541085}, "Loss/D/loss": {"num": 4000, "mean": 1.0911627948284148, "std": 0.41059026133286763}, "Loss/r1_penalty": {"num": 256, "mean": 0.1757207619957626, "std": 0.12557515856516285}, "Loss/D/reg": {"num": 256, "mean": 0.07197522232308984, "std": 0.05143557911545724}, "Progress/tick": {"num": 1, "mean": 74.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 296.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 11000.6884765625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.36841583251953, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.342103958129883, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07035589218139648, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7086181640625, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.963443756103516, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 3.0557467937469482, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.12732277810573578, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.5109100341797, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.8406982421875, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.6334686279297, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.53964233398438, "std": 0.0}, "timestamp": 1694480110.8044791}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6360239470005036, "std": 0.7357313691915749}, "Loss/signs/fake": {"num": 8000, "mean": -0.654, "std": 0.7564945472374537}, "Loss/G/loss": {"num": 4000, "mean": 1.2048546550273895, "std": 0.48134287938753384}, "Loss/pl_penalty": {"num": 496, "mean": 0.0022737429244443774, "std": 0.005243897646604662}, "Loss/G/reg": {"num": 496, "mean": 0.004547485848888755, "std": 0.010487795293209324}, "Loss/scores/real": {"num": 4240, "mean": 0.6546599058750665, "std": 1.1687622367971808}, "Loss/signs/real": {"num": 4240, "mean": 0.4089622641509434, "std": 0.9125512952708653}, "Loss/D/loss": {"num": 4000, "mean": 1.0814032003879548, "std": 0.43556484718245325}, "Loss/r1_penalty": {"num": 240, "mean": 0.16852016697327296, "std": 0.11561971700754417}, "Loss/D/reg": {"num": 240, "mean": 0.06902585700154304, "std": 0.047357836420621253}, "Progress/tick": {"num": 1, "mean": 75.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 300.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 11113.7958984375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.03475189208984, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.25868797302246, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0728604793548584, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7086181640625, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949409008026123, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 3.087165355682373, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.12863188982009888, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.4412841796875, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.39013671875, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.92941284179688, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.72703552246094, "std": 0.0}, "timestamp": 1694480693.107851}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5901663127522916, "std": 0.7183186153354778}, "Loss/signs/fake": {"num": 8000, "mean": -0.63225, "std": 0.7747644400074128}, "Loss/G/loss": {"num": 4000, "mean": 1.1758813557624817, "std": 0.4778864309012606}, "Loss/pl_penalty": {"num": 504, "mean": 0.002071975720196312, "std": 0.0038026327460264973}, "Loss/G/reg": {"num": 504, "mean": 0.004143951440392624, "std": 0.007605265492052995}, "Loss/scores/real": {"num": 4256, "mean": 0.579335003797161, "std": 1.0836302141221639}, "Loss/signs/real": {"num": 4256, "mean": 0.3768796992481203, "std": 0.9262622157330215}, "Loss/D/loss": {"num": 4000, "mean": 1.1126050469875335, "std": 0.4236680901228816}, "Loss/r1_penalty": {"num": 256, "mean": 0.15397508488968015, "std": 0.07750063851239784}, "Loss/D/reg": {"num": 256, "mean": 0.06306819384917617, "std": 0.03174425979206615}, "Progress/tick": {"num": 1, "mean": 76.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 304.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 11696.560546875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.49620819091797, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.374052047729492, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 469.26861572265625, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.708690643310547, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949204444885254, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 3.24904465675354, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.13537685573101044, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.25228881835938, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.49868774414062, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.6826171875, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.33734130859375, "std": 0.0}, "timestamp": 1694480806.6760118}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5869622486494481, "std": 0.7308507866850409}, "Loss/signs/fake": {"num": 8000, "mean": -0.617, "std": 0.786963150344411}, "Loss/G/loss": {"num": 4000, "mean": 1.1616442484855651, "std": 0.47177988612499533}, "Loss/pl_penalty": {"num": 496, "mean": 0.0026059407851613697, "std": 0.005399057225581061}, "Loss/G/reg": {"num": 496, "mean": 0.005211881570322739, "std": 0.010798114451162123}, "Loss/scores/real": {"num": 4256, "mean": 0.6063882070628548, "std": 1.143045359530209}, "Loss/signs/real": {"num": 4256, "mean": 0.33975563909774437, "std": 0.9405137456205961}, "Loss/D/loss": {"num": 4000, "mean": 1.1093487694263457, "std": 0.4204230900515254}, "Loss/r1_penalty": {"num": 256, "mean": 0.1501480140723288, "std": 0.09874648630821747}, "Loss/D/reg": {"num": 256, "mean": 0.06150062452070415, "std": 0.04044656130206598}, "Progress/tick": {"num": 1, "mean": 77.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 308.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 11810.181640625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.54902648925781, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.387256622314453, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07195329666137695, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.708869934082031, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949774742126465, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 3.2806060314178467, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.13669191300868988, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.62399291992188, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.7598114013672, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.39634704589844, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.23904418945312, "std": 0.0}, "timestamp": 1694480920.2974257}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5514525947980583, "std": 0.7029891453441433}, "Loss/signs/fake": {"num": 8000, "mean": -0.61325, "std": 0.7898888766782325}, "Loss/G/loss": {"num": 4000, "mean": 1.1409538481235504, "std": 0.45667199525976776}, "Loss/pl_penalty": {"num": 504, "mean": 0.0021675590181811934, "std": 0.004310159388436577}, "Loss/G/reg": {"num": 504, "mean": 0.004335118036362387, "std": 0.008620318776873154}, "Loss/scores/real": {"num": 4240, "mean": 0.5339522021910492, "std": 1.0030514093822631}, "Loss/signs/real": {"num": 4240, "mean": 0.3721698113207547, "std": 0.9281646575589235}, "Loss/D/loss": {"num": 4000, "mean": 1.1254219543933868, "std": 0.4086369026614635}, "Loss/r1_penalty": {"num": 240, "mean": 0.14811384280522663, "std": 0.09623371162776023}, "Loss/D/reg": {"num": 240, "mean": 0.06066742887099584, "std": 0.039417326827610705}, "Progress/tick": {"num": 1, "mean": 78.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 312.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 11923.7724609375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.51885223388672, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.37971305847168, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07239484786987305, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.708869934082031, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949654579162598, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 3.3121590614318848, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.13800662755966187, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.19290161132812, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.7546844482422, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.12294006347656, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.2902374267578, "std": 0.0}, "timestamp": 1694481033.8886347}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5092202790901065, "std": 0.6849687283789926}, "Loss/signs/fake": {"num": 8000, "mean": -0.584, "std": 0.8117536572138127}, "Loss/G/loss": {"num": 4000, "mean": 1.115198935031891, "std": 0.4468775811793874}, "Loss/pl_penalty": {"num": 496, "mean": 0.0019873778707528065, "std": 0.0032707489547484153}, "Loss/G/reg": {"num": 496, "mean": 0.003974755741505613, "std": 0.0065414979094968306}, "Loss/scores/real": {"num": 4256, "mean": 0.4532704525242062, "std": 0.9144017537713569}, "Loss/signs/real": {"num": 4256, "mean": 0.3505639097744361, "std": 0.936538811349354}, "Loss/D/loss": {"num": 4000, "mean": 1.1608551740646362, "std": 0.38952026278561147}, "Loss/r1_penalty": {"num": 256, "mean": 0.14077785331755877, "std": 0.08620552412424166}, "Loss/D/reg": {"num": 256, "mean": 0.05766260717064142, "std": 0.03530978101420269}, "Progress/tick": {"num": 1, "mean": 79.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 316.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 12037.36328125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.51778411865234, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.379446029663086, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07235002517700195, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.708808898925781, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950460910797119, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 3.3437118530273438, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.13932132720947266, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.1529541015625, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.6983642578125, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.2806396484375, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.02809143066406, "std": 0.0}, "timestamp": 1694481147.4759016}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5388041124027222, "std": 0.7165479384859329}, "Loss/signs/fake": {"num": 8000, "mean": -0.61125, "std": 0.791437576502405}, "Loss/G/loss": {"num": 4000, "mean": 1.125848524093628, "std": 0.48090263429440544}, "Loss/pl_penalty": {"num": 504, "mean": 0.0020449846042394047, "std": 0.0040214430384797935}, "Loss/G/reg": {"num": 504, "mean": 0.0040899692084788095, "std": 0.008042886076959587}, "Loss/scores/real": {"num": 4256, "mean": 0.5587786110048008, "std": 1.107686148391017}, "Loss/signs/real": {"num": 4256, "mean": 0.32142857142857145, "std": 0.9469338273973466}, "Loss/D/loss": {"num": 4000, "mean": 1.1302451033592225, "std": 0.4122460423194647}, "Loss/r1_penalty": {"num": 256, "mean": 0.14034978300333023, "std": 0.07361359116171268}, "Loss/D/reg": {"num": 256, "mean": 0.057487269397825, "std": 0.030152125759552506}, "Progress/tick": {"num": 1, "mean": 80.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 320.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 12151.1025390625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.67033386230469, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.417583465576172, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06949591636657715, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.708808898925781, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949643611907959, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 3.3753063678741455, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.14063775539398193, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.7822723388672, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.6297607421875, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.2191925048828, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.71475219726562, "std": 0.0}, "timestamp": 1694481261.231888}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5939226700440049, "std": 0.7445781657425258}, "Loss/signs/fake": {"num": 8000, "mean": -0.612, "std": 0.790857762179774}, "Loss/G/loss": {"num": 4000, "mean": 1.1752293825149536, "std": 0.5051739766947937}, "Loss/pl_penalty": {"num": 496, "mean": 0.0028165466501377523, "std": 0.01150408851226884}, "Loss/G/reg": {"num": 496, "mean": 0.005633093300275505, "std": 0.02300817702453768}, "Loss/scores/real": {"num": 4240, "mean": 0.5775734834513574, "std": 1.0400714759738712}, "Loss/signs/real": {"num": 4240, "mean": 0.4, "std": 0.916515138991168}, "Loss/D/loss": {"num": 4000, "mean": 1.1003978040218354, "std": 0.3976571775353226}, "Loss/r1_penalty": {"num": 240, "mean": 0.16122286021709442, "std": 0.12857689303395603}, "Loss/D/reg": {"num": 240, "mean": 0.06603688299655915, "std": 0.0526650941974942}, "Progress/tick": {"num": 1, "mean": 81.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 324.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 12264.5322265625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.34395599365234, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.335988998413086, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.08563971519470215, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.708808898925781, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949524402618408, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 3.4068145751953125, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.1419506072998047, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.84664916992188, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.47206115722656, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.30419921875, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.11001586914062, "std": 0.0}, "timestamp": 1694481374.646112}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6371751360688358, "std": 0.8263876057914045}, "Loss/signs/fake": {"num": 8000, "mean": -0.62825, "std": 0.7780115278708922}, "Loss/G/loss": {"num": 4000, "mean": 1.202385050535202, "std": 0.5590723471084189}, "Loss/pl_penalty": {"num": 504, "mean": 0.0021277995399450736, "std": 0.004265010194872219}, "Loss/G/reg": {"num": 504, "mean": 0.004255599079890147, "std": 0.008530020389744437}, "Loss/scores/real": {"num": 4256, "mean": 0.6590727366002879, "std": 1.201401805408881}, "Loss/signs/real": {"num": 4256, "mean": 0.39896616541353386, "std": 0.9169656475873132}, "Loss/D/loss": {"num": 4000, "mean": 1.0914695107936858, "std": 0.4814021333681286}, "Loss/r1_penalty": {"num": 256, "mean": 0.14672779012471437, "std": 0.08988996884747366}, "Loss/D/reg": {"num": 256, "mean": 0.06009970069862902, "std": 0.03681893000167681}, "Progress/tick": {"num": 1, "mean": 82.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 328.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 12378.25390625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.6513900756836, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.4128475189209, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07027196884155273, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.708808898925781, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948631763458252, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 3.438403844833374, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.14326682686805725, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.00857543945312, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.49766540527344, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.37484741210938, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.65330505371094, "std": 0.0}, "timestamp": 1694481488.3706396}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6138639996945858, "std": 0.746004808192812}, "Loss/signs/fake": {"num": 8000, "mean": -0.62925, "std": 0.7772029577272593}, "Loss/G/loss": {"num": 4000, "mean": 1.1886878094673157, "std": 0.5034329883941223}, "Loss/pl_penalty": {"num": 496, "mean": 0.002073696964690762, "std": 0.0036257425462793897}, "Loss/G/reg": {"num": 496, "mean": 0.004147393929381524, "std": 0.0072514850925587794}, "Loss/scores/real": {"num": 4240, "mean": 0.6104038185668441, "std": 1.1087927009823273}, "Loss/signs/real": {"num": 4240, "mean": 0.38254716981132075, "std": 0.9239359625370952}, "Loss/D/loss": {"num": 4000, "mean": 1.0973970403671265, "std": 0.41315952252510885}, "Loss/r1_penalty": {"num": 240, "mean": 0.15436205863952637, "std": 0.10435868959282384}, "Loss/D/reg": {"num": 240, "mean": 0.06322669833898545, "std": 0.042745319438760816}, "Progress/tick": {"num": 1, "mean": 83.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 332.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 12491.658203125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.33159637451172, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.33289909362793, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07312917709350586, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.708808898925781, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949461936950684, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 3.469905138015747, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.14457938075065613, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.0515899658203, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.5017547607422, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.66668701171875, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.4325714111328, "std": 0.0}, "timestamp": 1694481601.772764}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6245724595934152, "std": 0.7693489165504597}, "Loss/signs/fake": {"num": 8000, "mean": -0.617, "std": 0.786963150344411}, "Loss/G/loss": {"num": 4000, "mean": 1.2001862281560898, "std": 0.5219343300833001}, "Loss/pl_penalty": {"num": 504, "mean": 0.0022399726929882217, "std": 0.0048716887574083885}, "Loss/G/reg": {"num": 504, "mean": 0.0044799453859764434, "std": 0.009743377514816777}, "Loss/scores/real": {"num": 4256, "mean": 0.632892191546612, "std": 1.1208694796362213}, "Loss/signs/real": {"num": 4256, "mean": 0.4050751879699248, "std": 0.9142833762522045}, "Loss/D/loss": {"num": 4000, "mean": 1.0971029238700867, "std": 0.44271204016737853}, "Loss/r1_penalty": {"num": 256, "mean": 0.16507665812969208, "std": 0.1616677690110024}, "Loss/D/reg": {"num": 256, "mean": 0.06761539704166353, "std": 0.06621911741320248}, "Progress/tick": {"num": 1, "mean": 84.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 336.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 12605.369140625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.63958740234375, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.409896850585938, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07053828239440918, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.708808898925781, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950922012329102, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 3.5014913082122803, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.14589546620845795, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.11199951171875, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.44749450683594, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.22694396972656, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.7362518310547, "std": 0.0}, "timestamp": 1694481715.484898}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5679715883843601, "std": 0.7030871771571755}, "Loss/signs/fake": {"num": 8000, "mean": -0.6205, "std": 0.7842064460331858}, "Loss/G/loss": {"num": 4000, "mean": 1.1480024415254593, "std": 0.47526062691013043}, "Loss/pl_penalty": {"num": 496, "mean": 0.0029622872018315377, "std": 0.007834915022854404}, "Loss/G/reg": {"num": 496, "mean": 0.005924574403663075, "std": 0.015669830045708807}, "Loss/scores/real": {"num": 4256, "mean": 0.5695292147478663, "std": 1.0362409727458934}, "Loss/signs/real": {"num": 4256, "mean": 0.37359022556390975, "std": 0.9275938461218396}, "Loss/D/loss": {"num": 4000, "mean": 1.1103311400413514, "std": 0.39985928988292685}, "Loss/r1_penalty": {"num": 256, "mean": 0.15195628441870213, "std": 0.08978363513912867}, "Loss/D/reg": {"num": 256, "mean": 0.06224129209294915, "std": 0.03677537637589656}, "Progress/tick": {"num": 1, "mean": 85.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 340.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 12718.908203125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.46687316894531, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.366718292236328, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07254242897033691, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.708808898925781, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949770450592041, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 3.5330300331115723, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.14720958471298218, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.05670166015625, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.49766540527344, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.088134765625, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.92568969726562, "std": 0.0}, "timestamp": 1694481829.021964}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6158555402606726, "std": 0.7697401769796899}, "Loss/signs/fake": {"num": 8000, "mean": -0.63425, "std": 0.7731280214168932}, "Loss/G/loss": {"num": 4000, "mean": 1.1921371717453002, "std": 0.5225119355001187}, "Loss/pl_penalty": {"num": 504, "mean": 0.00200275164319291, "std": 0.004040927839805331}, "Loss/G/reg": {"num": 504, "mean": 0.00400550328638582, "std": 0.008081855679610662}, "Loss/scores/real": {"num": 4240, "mean": 0.6054333345648253, "std": 1.0833678273650857}, "Loss/signs/real": {"num": 4240, "mean": 0.3910377358490566, "std": 0.9203746460773696}, "Loss/D/loss": {"num": 4000, "mean": 1.0951695191860198, "std": 0.42577089294136805}, "Loss/r1_penalty": {"num": 240, "mean": 0.16231923103332518, "std": 0.09221372436563156}, "Loss/D/reg": {"num": 240, "mean": 0.06648595631122589, "std": 0.03777073991830615}, "Progress/tick": {"num": 1, "mean": 86.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 344.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 12832.4228515625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.43950653076172, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.35987663269043, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0754842758178711, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.708808898925781, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949305534362793, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 3.5645620822906494, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.14852342009544373, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.18777465820312, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.65638732910156, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.58534240722656, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.12332153320312, "std": 0.0}, "timestamp": 1694481942.5395362}
{"Loss/scores/fake": {"num": 8000, "mean": -0.622909427344799, "std": 0.8185558252830558}, "Loss/signs/fake": {"num": 8000, "mean": -0.58925, "std": 0.8079507642796063}, "Loss/G/loss": {"num": 4000, "mean": 1.1949290425777435, "std": 0.5543030569605484}, "Loss/pl_penalty": {"num": 496, "mean": 0.0023280500796728676, "std": 0.00548370805560513}, "Loss/G/reg": {"num": 496, "mean": 0.004656100159345735, "std": 0.01096741611121026}, "Loss/scores/real": {"num": 4256, "mean": 0.5934365625647282, "std": 1.0035460923847974}, "Loss/signs/real": {"num": 4256, "mean": 0.4375, "std": 0.899218410621135}, "Loss/D/loss": {"num": 4000, "mean": 1.0912229702472687, "std": 0.4283843464070003}, "Loss/r1_penalty": {"num": 256, "mean": 0.16310721449553967, "std": 0.0861135822801002}, "Loss/D/reg": {"num": 256, "mean": 0.0668087131343782, "std": 0.0352721242480481}, "Progress/tick": {"num": 1, "mean": 87.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 348.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 12945.982421875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.48634338378906, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.371585845947266, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0727686882019043, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.708808898925781, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949190616607666, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.00012799999967683107, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 3.5961062908172607, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.14983776211738586, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.86659240722656, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.54579162597656, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.56793212890625, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.84378051757812, "std": 0.0}, "timestamp": 1694482056.0957649}
{"Loss/scores/fake": {"num": 8000, "mean": -0.617263584215194, "std": 0.769108687988231}, "Loss/signs/fake": {"num": 8000, "mean": -0.59825, "std": 0.8013095141703985}, "Loss/G/loss": {"num": 4000, "mean": 1.1954080392122268, "std": 0.5172936357163288}, "Loss/pl_penalty": {"num": 504, "mean": 0.002278952255091142, "std": 0.005596216917282796}, "Loss/G/reg": {"num": 504, "mean": 0.004557904510182284, "std": 0.011192433834565592}, "Loss/scores/real": {"num": 4256, "mean": 0.563008621702657, "std": 0.9816141263937669}, "Loss/signs/real": {"num": 4256, "mean": 0.42951127819548873, "std": 0.9030614939763945}, "Loss/D/loss": {"num": 4000, "mean": 1.097323482275009, "std": 0.40817072948545774}, "Loss/r1_penalty": {"num": 256, "mean": 0.18024139804765582, "std": 0.11456100776120497}, "Loss/D/reg": {"num": 256, "mean": 0.07382687530480325, "std": 0.046924184259102816}, "Progress/tick": {"num": 1, "mean": 88.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 352.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 13059.693359375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.64128875732422, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.410322189331055, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06989789009094238, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.708808898925781, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950854301452637, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 3.627692699432373, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.15115386247634888, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.75257873535156, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.44032287597656, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.14956665039062, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.3588409423828, "std": 0.0}, "timestamp": 1694482169.823076}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6364348395634443, "std": 0.7930433651135507}, "Loss/signs/fake": {"num": 8000, "mean": -0.6145, "std": 0.7889168207105233}, "Loss/G/loss": {"num": 4000, "mean": 1.214596328496933, "std": 0.5407737478052281}, "Loss/pl_penalty": {"num": 496, "mean": 0.0018645642919563538, "std": 0.0035467834683701543}, "Loss/G/reg": {"num": 496, "mean": 0.0037291285839127076, "std": 0.0070935669367403085}, "Loss/scores/real": {"num": 4240, "mean": 0.6158214893121764, "std": 1.021338013219396}, "Loss/signs/real": {"num": 4240, "mean": 0.43160377358490565, "std": 0.9020632919187376}, "Loss/D/loss": {"num": 4000, "mean": 1.0858025739192962, "std": 0.4161502428526792}, "Loss/r1_penalty": {"num": 240, "mean": 0.16313386410474778, "std": 0.09969029755379716}, "Loss/D/reg": {"num": 240, "mean": 0.06681962882479033, "std": 0.04083314345520848}, "Progress/tick": {"num": 1, "mean": 89.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 356.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 13173.0732421875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.29395294189453, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.323488235473633, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.08601117134094238, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.708927154541016, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948949813842773, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 3.659187078475952, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.15246613323688507, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.9850311279297, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.2488250732422, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.46188354492188, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.01785278320312, "std": 0.0}, "timestamp": 1694482283.1874113}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6166742771826684, "std": 0.7462475113118933}, "Loss/signs/fake": {"num": 8000, "mean": -0.6215, "std": 0.7834141624964409}, "Loss/G/loss": {"num": 4000, "mean": 1.1780583131313325, "std": 0.4898443386320381}, "Loss/pl_penalty": {"num": 504, "mean": 0.002510859148709902, "std": 0.011977732441131256}, "Loss/G/reg": {"num": 504, "mean": 0.005021718297419804, "std": 0.023955464882262512}, "Loss/scores/real": {"num": 4256, "mean": 0.6159589079040614, "std": 1.045343591487129}, "Loss/signs/real": {"num": 4256, "mean": 0.40366541353383456, "std": 0.9149066804415401}, "Loss/D/loss": {"num": 4000, "mean": 1.0859483790397644, "std": 0.4109729371104016}, "Loss/r1_penalty": {"num": 256, "mean": 0.1775192846544087, "std": 0.13988905919087208}, "Loss/D/reg": {"num": 256, "mean": 0.07271189684979618, "std": 0.05729855967468041}, "Progress/tick": {"num": 1, "mean": 90.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 360.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 13286.7890625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.64482116699219, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.411205291748047, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07038521766662598, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.708927154541016, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.951292991638184, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 3.69077467918396, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.15378227829933167, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.24000549316406, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.2590789794922, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.7491912841797, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.83660888671875, "std": 0.0}, "timestamp": 1694482866.0840127}
{"Loss/scores/fake": {"num": 8000, "mean": -0.7174044771119952, "std": 0.7905728099176821}, "Loss/signs/fake": {"num": 8000, "mean": -0.67225, "std": 0.7403242110724193}, "Loss/G/loss": {"num": 4000, "mean": 1.2688107554912567, "std": 0.5349496832041664}, "Loss/pl_penalty": {"num": 496, "mean": 0.0022656658989182042, "std": 0.005286899464301504}, "Loss/G/reg": {"num": 496, "mean": 0.0045313317978364085, "std": 0.010573798928603008}, "Loss/scores/real": {"num": 4240, "mean": 0.7363689264880037, "std": 1.2292184726633644}, "Loss/signs/real": {"num": 4240, "mean": 0.42971698113207546, "std": 0.9029636294595345}, "Loss/D/loss": {"num": 4000, "mean": 1.046924655675888, "std": 0.44474982729000717}, "Loss/r1_penalty": {"num": 240, "mean": 0.17101315756638844, "std": 0.1426907376202147}, "Loss/D/reg": {"num": 240, "mean": 0.07004698713620504, "std": 0.05844611977847866}, "Progress/tick": {"num": 1, "mean": 91.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 364.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 13869.21875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.17845916748047, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.294614791870117, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 469.25177001953125, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7094573974609375, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949952125549316, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 3.8525607585906982, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.16052336990833282, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.029052734375, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.7342071533203, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 216.07833862304688, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.65945434570312, "std": 0.0}, "timestamp": 1694482979.3329027}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6230746955573558, "std": 0.7256413210688406}, "Loss/signs/fake": {"num": 8000, "mean": -0.62925, "std": 0.7772029577272593}, "Loss/G/loss": {"num": 4000, "mean": 1.1769263401031493, "std": 0.4821161677552251}, "Loss/pl_penalty": {"num": 504, "mean": 0.002198147257634749, "std": 0.00558656546526385}, "Loss/G/reg": {"num": 504, "mean": 0.004396294515269498, "std": 0.0111731309305277}, "Loss/scores/real": {"num": 4256, "mean": 0.6693775342581304, "std": 1.2066562990222538}, "Loss/signs/real": {"num": 4256, "mean": 0.4008458646616541, "std": 0.9161455085212451}, "Loss/D/loss": {"num": 4000, "mean": 1.07738059258461, "std": 0.42146403311558683}, "Loss/r1_penalty": {"num": 256, "mean": 0.17201942531391978, "std": 0.24563112956726263}, "Loss/D/reg": {"num": 256, "mean": 0.07045915490016341, "std": 0.10061050369415593}, "Progress/tick": {"num": 1, "mean": 92.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 368.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 13982.9970703125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.70771789550781, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.426929473876953, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07043004035949707, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7095184326171875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949540138244629, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 3.8841657638549805, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.16184024512767792, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.02085876464844, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.6174774169922, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.86489868164062, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.6302032470703, "std": 0.0}, "timestamp": 1694483093.113453}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6487761142700911, "std": 0.7933232561525035}, "Loss/signs/fake": {"num": 8000, "mean": -0.6285, "std": 0.7778095846670958}, "Loss/G/loss": {"num": 4000, "mean": 1.2234731879234313, "std": 0.540445540465905}, "Loss/pl_penalty": {"num": 496, "mean": 0.002119982222680964, "std": 0.004280113147777619}, "Loss/G/reg": {"num": 496, "mean": 0.004239964445361928, "std": 0.008560226295555237}, "Loss/scores/real": {"num": 4256, "mean": 0.6346977698875773, "std": 1.1103486885143472}, "Loss/signs/real": {"num": 4256, "mean": 0.4234022556390977, "std": 0.9059417916840596}, "Loss/D/loss": {"num": 4000, "mean": 1.0810887771844864, "std": 0.42478841670922735}, "Loss/r1_penalty": {"num": 256, "mean": 0.1674998146481812, "std": 0.10817408164203388}, "Loss/D/reg": {"num": 256, "mean": 0.06860792357474566, "std": 0.044308102033042765}, "Progress/tick": {"num": 1, "mean": 93.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 372.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 14096.6240234375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.55376434326172, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.38844108581543, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07283544540405273, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7095184326171875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949910640716553, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 3.915728807449341, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.16315536201000214, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.0485076904297, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.52735900878906, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.5888671875, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.44589233398438, "std": 0.0}, "timestamp": 1694483206.7378042}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5719354574754835, "std": 0.7624530503897619}, "Loss/signs/fake": {"num": 8000, "mean": -0.592, "std": 0.8059379628730738}, "Loss/G/loss": {"num": 4000, "mean": 1.146549461364746, "std": 0.49948600459299297}, "Loss/pl_penalty": {"num": 504, "mean": 0.003226139426549217, "std": 0.015448601138680879}, "Loss/G/reg": {"num": 504, "mean": 0.006452278853098434, "std": 0.030897202277361757}, "Loss/scores/real": {"num": 4240, "mean": 0.5740901455704895, "std": 1.048988939410543}, "Loss/signs/real": {"num": 4240, "mean": 0.4028301886792453, "std": 0.9152747342129813}, "Loss/D/loss": {"num": 4000, "mean": 1.1090835649967195, "std": 0.42036254146464186}, "Loss/r1_penalty": {"num": 240, "mean": 0.15715543230374654, "std": 0.09656706588094104}, "Loss/D/reg": {"num": 240, "mean": 0.06437086289127668, "std": 0.03955387055794894}, "Progress/tick": {"num": 1, "mean": 94.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 376.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 14210.1953125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.50065612792969, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.375164031982422, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07058548927307129, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7095184326171875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949423313140869, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 3.9472763538360596, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.1644698530435562, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.87852478027344, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.55091857910156, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.9539794921875, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.9318389892578, "std": 0.0}, "timestamp": 1694483320.3113763}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5025483785271645, "std": 0.6788534894399296}, "Loss/signs/fake": {"num": 8000, "mean": -0.588, "std": 0.8088609274776475}, "Loss/G/loss": {"num": 4000, "mean": 1.086307537317276, "std": 0.4173655710723548}, "Loss/pl_penalty": {"num": 496, "mean": 0.0021805316453889735, "std": 0.00531697018678226}, "Loss/G/reg": {"num": 496, "mean": 0.004361063290777947, "std": 0.01063394037356452}, "Loss/scores/real": {"num": 4256, "mean": 0.48749440182980736, "std": 0.9082281281617789}, "Loss/signs/real": {"num": 4256, "mean": 0.3651315789473684, "std": 0.9309559227242725}, "Loss/D/loss": {"num": 4000, "mean": 1.1370943403244018, "std": 0.40067297970620963}, "Loss/r1_penalty": {"num": 256, "mean": 0.1511801742017269, "std": 0.12080349416245746}, "Loss/D/reg": {"num": 256, "mean": 0.06192339677363634, "std": 0.04948110916691614}, "Progress/tick": {"num": 1, "mean": 95.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 380.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 14323.78125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.5130844116211, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.378271102905273, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07292032241821289, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7095184326171875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.95111083984375, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 3.978827953338623, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.16578450798988342, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.6890869140625, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.7526397705078, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.25503540039062, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.5749053955078, "std": 0.0}, "timestamp": 1694483433.8950002}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5492156020142138, "std": 0.740076517064594}, "Loss/signs/fake": {"num": 8000, "mean": -0.58325, "std": 0.8122927043252327}, "Loss/G/loss": {"num": 4000, "mean": 1.144478905916214, "std": 0.4990927900732291}, "Loss/pl_penalty": {"num": 504, "mean": 0.0019987298786411033, "std": 0.0039347010381915815}, "Loss/G/reg": {"num": 504, "mean": 0.003997459757282207, "std": 0.007869402076383163}, "Loss/scores/real": {"num": 4256, "mean": 0.515605146058352, "std": 0.921972538246348}, "Loss/signs/real": {"num": 4256, "mean": 0.4158834586466165, "std": 0.9094179175847197}, "Loss/D/loss": {"num": 4000, "mean": 1.1280354766845704, "std": 0.4065044664501985}, "Loss/r1_penalty": {"num": 256, "mean": 0.15971522266045213, "std": 0.20593821360461592}, "Loss/D/reg": {"num": 256, "mean": 0.06541935447603464, "std": 0.08435229179377463}, "Progress/tick": {"num": 1, "mean": 96.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 384.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 14437.533203125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.68168640136719, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.420421600341797, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07052803039550781, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7095184326171875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948893070220947, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 4.010426044464111, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.16710108518600464, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.77920532226562, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.40243530273438, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.7368927001953, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.96563720703125, "std": 0.0}, "timestamp": 1694483547.662363}
{"Loss/scores/fake": {"num": 8000, "mean": -0.525520356580615, "std": 0.7052313834970061}, "Loss/signs/fake": {"num": 8000, "mean": -0.59825, "std": 0.8013095141703985}, "Loss/G/loss": {"num": 4000, "mean": 1.1195084743499757, "std": 0.463653764439953}, "Loss/pl_penalty": {"num": 496, "mean": 0.0029765049187136035, "std": 0.01102260271576234}, "Loss/G/reg": {"num": 496, "mean": 0.005953009837427207, "std": 0.02204520543152468}, "Loss/scores/real": {"num": 4240, "mean": 0.48115797730971055, "std": 0.8805368363501284}, "Loss/signs/real": {"num": 4240, "mean": 0.40047169811320754, "std": 0.9163091285206778}, "Loss/D/loss": {"num": 4000, "mean": 1.1329024407863617, "std": 0.3936484520654408}, "Loss/r1_penalty": {"num": 240, "mean": 0.16045614232619604, "std": 0.12424620968660763}, "Loss/D/reg": {"num": 240, "mean": 0.06572283431887627, "std": 0.050891242886443616}, "Progress/tick": {"num": 1, "mean": 97.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 388.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 14550.94921875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.33025360107422, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.332563400268555, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.08569073677062988, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7095184326171875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.9498724937438965, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 4.041930198669434, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.16841375827789307, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.9911346435547, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.32666015625, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.31954956054688, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.3107147216797, "std": 0.0}, "timestamp": 1694483661.0630696}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5899626575037837, "std": 0.7296452460090209}, "Loss/signs/fake": {"num": 8000, "mean": -0.61925, "std": 0.7851938852920342}, "Loss/G/loss": {"num": 4000, "mean": 1.1684440381526946, "std": 0.4619493669814962}, "Loss/pl_penalty": {"num": 504, "mean": 0.002283836135618566, "std": 0.0038027615852298975}, "Loss/G/reg": {"num": 504, "mean": 0.004567672271237132, "std": 0.007605523170459795}, "Loss/scores/real": {"num": 4256, "mean": 0.5300446420459819, "std": 0.9309466718278594}, "Loss/signs/real": {"num": 4256, "mean": 0.40272556390977443, "std": 0.915320774468467}, "Loss/D/loss": {"num": 4000, "mean": 1.1079737617969514, "std": 0.40926502010547294}, "Loss/r1_penalty": {"num": 256, "mean": 0.16565687581896782, "std": 0.11768085252750418}, "Loss/D/reg": {"num": 256, "mean": 0.06785305310040712, "std": 0.048202076330108}, "Progress/tick": {"num": 1, "mean": 98.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 392.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 14664.6904296875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.67096710205078, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.417741775512695, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07050776481628418, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7095184326171875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948756217956543, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 4.0735249519348145, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.16973021626472473, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.26048278808594, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.76698303222656, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.0266876220703, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.0864715576172, "std": 0.0}, "timestamp": 1694483774.807205}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5848142829984426, "std": 0.731109346813781}, "Loss/signs/fake": {"num": 8000, "mean": -0.61725, "std": 0.7867670795731098}, "Loss/G/loss": {"num": 4000, "mean": 1.1670682120323181, "std": 0.503558883444829}, "Loss/pl_penalty": {"num": 496, "mean": 0.0022536634754825144, "std": 0.00464859957145925}, "Loss/G/reg": {"num": 496, "mean": 0.004507326950965029, "std": 0.0092971991429185}, "Loss/scores/real": {"num": 4240, "mean": 0.5189545131657484, "std": 0.8930211756516854}, "Loss/signs/real": {"num": 4240, "mean": 0.3872641509433962, "std": 0.9219688050005219}, "Loss/D/loss": {"num": 4000, "mean": 1.1035832555294036, "std": 0.38837644571669777}, "Loss/r1_penalty": {"num": 240, "mean": 0.1950624724229177, "std": 0.25115142705474863}, "Loss/D/reg": {"num": 240, "mean": 0.0798975870013237, "std": 0.10287161941028707}, "Progress/tick": {"num": 1, "mean": 99.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 396.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 14778.103515625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.33946228027344, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.33486557006836, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07311248779296875, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7095184326171875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.955294132232666, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.00038400001358240843, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 4.1050286293029785, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.17104285955429077, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.04135131835938, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.67788696289062, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.3482208251953, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.27999877929688, "std": 0.0}, "timestamp": 1694483888.2171817}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5537233405970037, "std": 0.733641117001782}, "Loss/signs/fake": {"num": 8000, "mean": -0.569, "std": 0.8223375219458249}, "Loss/G/loss": {"num": 4000, "mean": 1.135540263414383, "std": 0.4992100575527423}, "Loss/pl_penalty": {"num": 504, "mean": 0.0021194671188288976, "std": 0.00475890898857668}, "Loss/G/reg": {"num": 504, "mean": 0.004238934237657795, "std": 0.00951781797715336}, "Loss/scores/real": {"num": 4256, "mean": 0.5512829042719047, "std": 1.042118279169959}, "Loss/signs/real": {"num": 4256, "mean": 0.37359022556390975, "std": 0.9275938461218396}, "Loss/D/loss": {"num": 4000, "mean": 1.1181377205848695, "std": 0.418450643388221}, "Loss/r1_penalty": {"num": 256, "mean": 0.14993842458352447, "std": 0.08416103980930954}, "Loss/D/reg": {"num": 256, "mean": 0.06141477660275996, "std": 0.03447236142468304}, "Progress/tick": {"num": 1, "mean": 100.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 400.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 14891.8193359375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.64530181884766, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.411325454711914, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07050514221191406, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7095184326171875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950710773468018, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 4.136616230010986, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.17235901951789856, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.9430389404297, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.79359436035156, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.88844299316406, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.70962524414062, "std": 0.0}, "timestamp": 1694484001.935342}
{"Loss/scores/fake": {"num": 8000, "mean": -0.49785308130830525, "std": 0.6824460808534593}, "Loss/signs/fake": {"num": 8000, "mean": -0.57575, "std": 0.8176257930740688}, "Loss/G/loss": {"num": 4000, "mean": 1.0894900739192963, "std": 0.43744662041707216}, "Loss/pl_penalty": {"num": 496, "mean": 0.0028268180575387013, "std": 0.013161143688126105}, "Loss/G/reg": {"num": 496, "mean": 0.0056536361150774025, "std": 0.02632228737625221}, "Loss/scores/real": {"num": 4256, "mean": 0.4657735223986937, "std": 0.878508258203151}, "Loss/signs/real": {"num": 4256, "mean": 0.38862781954887216, "std": 0.9213948219263495}, "Loss/D/loss": {"num": 4000, "mean": 1.1481060786247252, "std": 0.37703297484339293}, "Loss/r1_penalty": {"num": 256, "mean": 0.16232172027230263, "std": 0.1742825178991756}, "Loss/D/reg": {"num": 256, "mean": 0.06648697727359831, "std": 0.07138611674641444}, "Progress/tick": {"num": 1, "mean": 101.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 404.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 15005.408203125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.5160903930664, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.3790225982666, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07286643981933594, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7095184326171875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948857307434082, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 4.168169021606445, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.17367370426654816, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.1580810546875, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.65023803710938, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.67079162597656, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.93490600585938, "std": 0.0}, "timestamp": 1694484115.5224428}
{"Loss/scores/fake": {"num": 8000, "mean": -0.45586210838519037, "std": 0.6269294888202023}, "Loss/signs/fake": {"num": 8000, "mean": -0.57225, "std": 0.8200792263556004}, "Loss/G/loss": {"num": 4000, "mean": 1.0576786199808121, "std": 0.392805827935493}, "Loss/pl_penalty": {"num": 504, "mean": 0.002362374485182088, "std": 0.00550851633023863}, "Loss/G/reg": {"num": 504, "mean": 0.004724748970364176, "std": 0.01101703266047726}, "Loss/scores/real": {"num": 4240, "mean": 0.42491495961428816, "std": 0.8365584060331387}, "Loss/signs/real": {"num": 4240, "mean": 0.36650943396226415, "std": 0.9304143350231986}, "Loss/D/loss": {"num": 4000, "mean": 1.163276033639908, "std": 0.3494801184530424}, "Loss/r1_penalty": {"num": 240, "mean": 0.1506749466061592, "std": 0.11691401209795432}, "Loss/D/reg": {"num": 240, "mean": 0.06171645621458689, "std": 0.04788798000034627}, "Progress/tick": {"num": 1, "mean": 102.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 408.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 15118.9677734375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.48904418945312, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.37226104736328, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07100296020507812, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7095184326171875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.9502668380737305, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 4.199713230133057, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.1749880611896515, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.97068786621094, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.45773315429688, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.01849365234375, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.0127410888672, "std": 0.0}, "timestamp": 1694484229.084587}
{"Loss/scores/fake": {"num": 8000, "mean": -0.46696173622086645, "std": 0.6628563824110469}, "Loss/signs/fake": {"num": 8000, "mean": -0.56375, "std": 0.8259454809489547}, "Loss/G/loss": {"num": 4000, "mean": 1.074672654747963, "std": 0.4110992120374037}, "Loss/pl_penalty": {"num": 496, "mean": 0.0022179855262830614, "std": 0.004875142090263172}, "Loss/G/reg": {"num": 496, "mean": 0.004435971052566123, "std": 0.009750284180526344}, "Loss/scores/real": {"num": 4256, "mean": 0.4192611681983659, "std": 0.851188845152058}, "Loss/signs/real": {"num": 4256, "mean": 0.3674812030075188, "std": 0.9300309486442625}, "Loss/D/loss": {"num": 4000, "mean": 1.1755997309684754, "std": 0.39780971616154087}, "Loss/r1_penalty": {"num": 256, "mean": 0.13596356101334095, "std": 0.07655316277047156}, "Loss/D/reg": {"num": 256, "mean": 0.055690673645585775, "std": 0.03135617391225575}, "Progress/tick": {"num": 1, "mean": 103.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 412.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 15232.5458984375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.5050277709961, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.376256942749023, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07311820983886719, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7095184326171875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949366092681885, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 4.231262683868408, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.17630261182785034, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.30345153808594, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.8581085205078, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.8976593017578, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.90419006347656, "std": 0.0}, "timestamp": 1694484342.6601098}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5676336408816278, "std": 0.7092688248884159}, "Loss/signs/fake": {"num": 8000, "mean": -0.61125, "std": 0.791437576502405}, "Loss/G/loss": {"num": 4000, "mean": 1.1446412323713302, "std": 0.45275552483093223}, "Loss/pl_penalty": {"num": 504, "mean": 0.002194746896358473, "std": 0.005162914666815797}, "Loss/G/reg": {"num": 504, "mean": 0.004389493792716946, "std": 0.010325829333631594}, "Loss/scores/real": {"num": 4256, "mean": 0.5696248590343989, "std": 1.029455503234}, "Loss/signs/real": {"num": 4256, "mean": 0.387687969924812, "std": 0.9217906692821196}, "Loss/D/loss": {"num": 4000, "mean": 1.1081310551166534, "std": 0.413366734551828}, "Loss/r1_penalty": {"num": 256, "mean": 0.15897340001538396, "std": 0.1294808985707646}, "Loss/D/reg": {"num": 256, "mean": 0.06511550047434866, "std": 0.05303537566713711}, "Progress/tick": {"num": 1, "mean": 104.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 416.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 15346.2822265625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.66551971435547, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.416379928588867, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07047820091247559, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7095184326171875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949798107147217, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 4.2628560066223145, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.17761901021003723, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.1386260986328, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.32461547851562, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.38975524902344, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.42233276367188, "std": 0.0}, "timestamp": 1694484456.4117362}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5017287118397653, "std": 0.6860013671387113}, "Loss/signs/fake": {"num": 8000, "mean": -0.57725, "std": 0.8165674727173499}, "Loss/G/loss": {"num": 4000, "mean": 1.0875078917741776, "std": 0.44069922975862746}, "Loss/pl_penalty": {"num": 496, "mean": 0.002577869336105763, "std": 0.007708285190614661}, "Loss/G/reg": {"num": 496, "mean": 0.005155738672211526, "std": 0.015416570381229322}, "Loss/scores/real": {"num": 4240, "mean": 0.472899505594429, "std": 0.9507817374479671}, "Loss/signs/real": {"num": 4240, "mean": 0.3584905660377358, "std": 0.9335333491964515}, "Loss/D/loss": {"num": 4000, "mean": 1.1403084263801575, "std": 0.37903856687449033}, "Loss/r1_penalty": {"num": 240, "mean": 0.14129365235567093, "std": 0.08458891395512065}, "Loss/D/reg": {"num": 240, "mean": 0.05787387813131015, "std": 0.03464761746593486}, "Progress/tick": {"num": 1, "mean": 105.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 420.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 15459.7099609375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.3414077758789, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.335351943969727, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.08611559867858887, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7095184326171875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949954509735107, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 4.294363975524902, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.1789318174123764, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.5406036376953, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.76287841796875, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.67999267578125, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.74957275390625, "std": 0.0}, "timestamp": 1694485038.671313}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6246989561393858, "std": 0.7423346637031719}, "Loss/signs/fake": {"num": 8000, "mean": -0.64675, "std": 0.7627020633904172}, "Loss/G/loss": {"num": 4000, "mean": 1.18788065803051, "std": 0.5283876898158856}, "Loss/pl_penalty": {"num": 504, "mean": 0.0025259506775968015, "std": 0.006422382674808228}, "Loss/G/reg": {"num": 504, "mean": 0.005051901355193603, "std": 0.012844765349616457}, "Loss/scores/real": {"num": 4256, "mean": 0.6647898128634333, "std": 1.140840210310753}, "Loss/signs/real": {"num": 4256, "mean": 0.38110902255639095, "std": 0.92453010385066}, "Loss/D/loss": {"num": 4000, "mean": 1.0826870074272157, "std": 0.41916671766357855}, "Loss/r1_penalty": {"num": 256, "mean": 0.16572888288646936, "std": 0.15811136613135388}, "Loss/D/reg": {"num": 256, "mean": 0.0678825497161597, "std": 0.06476241311451199}, "Progress/tick": {"num": 1, "mean": 106.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 424.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 16041.921875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.29422760009766, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.323556900024414, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 468.91815185546875, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.709503173828125, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950316429138184, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 4.456089496612549, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.1856703907251358, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.1263427734375, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.4331512451172, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.98777770996094, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.71372985839844, "std": 0.0}, "timestamp": 1694485152.0381727}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6348857728466392, "std": 0.7507105592866022}, "Loss/signs/fake": {"num": 8000, "mean": -0.6435, "std": 0.7654461117544461}, "Loss/G/loss": {"num": 4000, "mean": 1.1990880086421967, "std": 0.4972305489439992}, "Loss/pl_penalty": {"num": 496, "mean": 0.002258574010357411, "std": 0.0045143138171556945}, "Loss/G/reg": {"num": 496, "mean": 0.004517148020714822, "std": 0.009028627634311389}, "Loss/scores/real": {"num": 4240, "mean": 0.6502510730458319, "std": 1.1111572046195253}, "Loss/signs/real": {"num": 4240, "mean": 0.3891509433962264, "std": 0.9211740027018929}, "Loss/D/loss": {"num": 4000, "mean": 1.0733758759498597, "std": 0.43555960840424485}, "Loss/r1_penalty": {"num": 240, "mean": 0.16021235585212706, "std": 0.14538354101685969}, "Loss/D/reg": {"num": 240, "mean": 0.0656229798992475, "std": 0.05954909774668624}, "Progress/tick": {"num": 1, "mean": 107.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 428.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 16155.138671875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.1443099975586, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.28607749938965, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07264304161071777, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.709503173828125, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948546886444092, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 4.487538814544678, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.18698076903820038, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.32351684570312, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.4311065673828, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.7799072265625, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.9144287109375, "std": 0.0}, "timestamp": 1694485265.2518525}
{"Loss/scores/fake": {"num": 8000, "mean": -0.6303031543083489, "std": 0.8213979233973193}, "Loss/signs/fake": {"num": 8000, "mean": -0.59525, "std": 0.8035405636929601}, "Loss/G/loss": {"num": 4000, "mean": 1.194590552687645, "std": 0.5617607080596175}, "Loss/pl_penalty": {"num": 504, "mean": 0.002414965827483684, "std": 0.005951493311908851}, "Loss/G/reg": {"num": 504, "mean": 0.004829931654967368, "std": 0.011902986623817701}, "Loss/scores/real": {"num": 4256, "mean": 0.5827075457970675, "std": 0.9586792080296017}, "Loss/signs/real": {"num": 4256, "mean": 0.44360902255639095, "std": 0.8962204165865467}, "Loss/D/loss": {"num": 4000, "mean": 1.0825984001159668, "std": 0.4323167568691277}, "Loss/r1_penalty": {"num": 256, "mean": 0.17900034599006176, "std": 0.24727799940304704}, "Loss/D/reg": {"num": 256, "mean": 0.07331854058429599, "std": 0.10128506428414569}, "Progress/tick": {"num": 1, "mean": 108.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 432.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 16268.6806640625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.47283172607422, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.368207931518555, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06936383247375488, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.709503173828125, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.9503655433654785, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 4.519078254699707, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.188294917345047, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.53036499023438, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.57139587402344, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.76351928710938, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.98406982421875, "std": 0.0}, "timestamp": 1694485378.797484}
{"Loss/scores/fake": {"num": 8000, "mean": -0.616848558999598, "std": 0.8053330624891645}, "Loss/signs/fake": {"num": 8000, "mean": -0.5945, "std": 0.8040956099867727}, "Loss/G/loss": {"num": 4000, "mean": 1.1959284489154816, "std": 0.5652220940209723}, "Loss/pl_penalty": {"num": 496, "mean": 0.0024250862301297246, "std": 0.006531162262248598}, "Loss/G/reg": {"num": 496, "mean": 0.004850172460259449, "std": 0.013062324524497196}, "Loss/scores/real": {"num": 4256, "mean": 0.5701988526949084, "std": 0.969770459091217}, "Loss/signs/real": {"num": 4256, "mean": 0.44125939849624063, "std": 0.8973795981850355}, "Loss/D/loss": {"num": 4000, "mean": 1.0954092082977296, "std": 0.4121576803952639}, "Loss/r1_penalty": {"num": 256, "mean": 0.16959800757467747, "std": 0.10588921864026081}, "Loss/D/reg": {"num": 256, "mean": 0.06946734199300408, "std": 0.04337222446887661}, "Progress/tick": {"num": 1, "mean": 109.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 436.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 16382.0712890625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.3174819946289, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.329370498657227, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07280206680297852, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.709503173828125, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.951245307922363, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 4.550575256347656, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.18960730731487274, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.60614013671875, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.81202697753906, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.10552978515625, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.71372985839844, "std": 0.0}, "timestamp": 1694485492.1852267}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5898199966233224, "std": 0.7675561054196752}, "Loss/signs/fake": {"num": 8000, "mean": -0.606, "std": 0.7954646440917409}, "Loss/G/loss": {"num": 4000, "mean": 1.1817756110429765, "std": 0.530442562489731}, "Loss/pl_penalty": {"num": 504, "mean": 0.0025783610107037165, "std": 0.007671720630322141}, "Loss/G/reg": {"num": 504, "mean": 0.005156722021407433, "std": 0.015343441260644282}, "Loss/scores/real": {"num": 4240, "mean": 0.5588435581621697, "std": 1.0197142665202952}, "Loss/signs/real": {"num": 4240, "mean": 0.40943396226415096, "std": 0.9123397560912698}, "Loss/D/loss": {"num": 4000, "mean": 1.1162069272994994, "std": 0.4018617652649294}, "Loss/r1_penalty": {"num": 240, "mean": 0.14779533048470814, "std": 0.12854887689613573}, "Loss/D/reg": {"num": 240, "mean": 0.06053696523110072, "std": 0.05265361661189383}, "Progress/tick": {"num": 1, "mean": 110.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 440.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 16495.421875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.27979278564453, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.319948196411133, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0702507495880127, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.709503173828125, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.9496169090271, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 4.582061290740967, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.19091923534870148, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.9563446044922, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.2467803955078, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 213.93203735351562, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.23143005371094, "std": 0.0}, "timestamp": 1694485605.5373147}
{"Loss/scores/fake": {"num": 8000, "mean": -0.49020546666160225, "std": 0.6808763347941711}, "Loss/signs/fake": {"num": 8000, "mean": -0.553, "std": 0.8331812527895716}, "Loss/G/loss": {"num": 4000, "mean": 1.0791503689289093, "std": 0.43850975849744084}, "Loss/pl_penalty": {"num": 496, "mean": 0.00235387837071152, "std": 0.004386425180231872}, "Loss/G/reg": {"num": 496, "mean": 0.00470775674142304, "std": 0.008772850360463744}, "Loss/scores/real": {"num": 4256, "mean": 0.4496313131141259, "std": 0.8784401047002657}, "Loss/signs/real": {"num": 4256, "mean": 0.387687969924812, "std": 0.9217906692821196}, "Loss/D/loss": {"num": 4000, "mean": 1.1491518728733063, "std": 0.380919077681981}, "Loss/r1_penalty": {"num": 256, "mean": 0.17417240515351295, "std": 0.1589135605683888}, "Loss/D/reg": {"num": 256, "mean": 0.07134101679548621, "std": 0.0650909911844956}, "Progress/tick": {"num": 1, "mean": 111.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 444.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 16608.783203125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.28987884521484, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.32246971130371, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07230615615844727, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.709503173828125, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.9485979080200195, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 4.613551139831543, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.19223129749298096, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.88876342773438, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.72909545898438, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.31546020507812, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.65740966796875, "std": 0.0}, "timestamp": 1694485718.8974936}
{"Loss/scores/fake": {"num": 8000, "mean": -0.47002899792231617, "std": 0.6523378078898413}, "Loss/signs/fake": {"num": 8000, "mean": -0.58075, "std": 0.8140819599401524}, "Loss/G/loss": {"num": 4000, "mean": 1.060262694478035, "std": 0.4079835383819733}, "Loss/pl_penalty": {"num": 504, "mean": 0.0024515123135181115, "std": 0.005517343343820602}, "Loss/G/reg": {"num": 504, "mean": 0.004903024627036223, "std": 0.011034686687641205}, "Loss/scores/real": {"num": 4256, "mean": 0.4692514481765211, "std": 0.9060723359487007}, "Loss/signs/real": {"num": 4256, "mean": 0.3444548872180451, "std": 0.9388028710392847}, "Loss/D/loss": {"num": 4000, "mean": 1.1515037412643432, "std": 0.3732074655624338}, "Loss/r1_penalty": {"num": 256, "mean": 0.12608360685408115, "std": 0.06551343417921889}, "Loss/D/reg": {"num": 256, "mean": 0.05164384376257658, "std": 0.026834304157776333}, "Progress/tick": {"num": 1, "mean": 112.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 448.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 16722.298828125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.4457015991211, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.361425399780273, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07028913497924805, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.709503173828125, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949275493621826, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 4.645083427429199, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.1935451328754425, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.776123046875, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.4874267578125, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.8546600341797, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.7362518310547, "std": 0.0}, "timestamp": 1694485832.428935}
{"Loss/scores/fake": {"num": 8000, "mean": -0.583777265585959, "std": 0.6976533441065675}, "Loss/signs/fake": {"num": 8000, "mean": -0.6525, "std": 0.7577887238538193}, "Loss/G/loss": {"num": 4000, "mean": 1.1617785704135895, "std": 0.4537341394371141}, "Loss/pl_penalty": {"num": 496, "mean": 0.0023436381419624894, "std": 0.0045625843377886935}, "Loss/G/reg": {"num": 496, "mean": 0.004687276283924979, "std": 0.009125168675577387}, "Loss/scores/real": {"num": 4240, "mean": 0.5968269745204247, "std": 1.1174717132677225}, "Loss/signs/real": {"num": 4240, "mean": 0.3311320754716981, "std": 0.9435844151923057}, "Loss/D/loss": {"num": 4000, "mean": 1.1058096256256102, "std": 0.4047939691300785}, "Loss/r1_penalty": {"num": 240, "mean": 0.1396298756202062, "std": 0.10875747207288286}, "Loss/D/reg": {"num": 240, "mean": 0.05719239513079325, "std": 0.04454706151475949}, "Progress/tick": {"num": 1, "mean": 113.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 452.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 16835.517578125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.1316146850586, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.28290367126465, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.08574199676513672, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.709503173828125, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.94960355758667, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.00012799999967683107, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 4.67653226852417, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.19485552608966827, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.7822723388672, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.4382781982422, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.4871368408203, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.37171936035156, "std": 0.0}, "timestamp": 1694485945.6304562}
{"Loss/scores/fake": {"num": 8000, "mean": -0.48085091560333965, "std": 0.7296230931152237}, "Loss/signs/fake": {"num": 8000, "mean": -0.538, "std": 0.8429448380528823}, "Loss/G/loss": {"num": 4000, "mean": 1.087557644367218, "std": 0.5430951916496144}, "Loss/pl_penalty": {"num": 504, "mean": 0.0025131829505202377, "std": 0.005084094162885568}, "Loss/G/reg": {"num": 504, "mean": 0.005026365901040475, "std": 0.010168188325771136}, "Loss/scores/real": {"num": 4256, "mean": 0.4444661865543042, "std": 0.8788777552318017}, "Loss/signs/real": {"num": 4256, "mean": 0.3576127819548872, "std": 0.9338699578541363}, "Loss/D/loss": {"num": 4000, "mean": 1.1569004049301148, "std": 0.37387398543452993}, "Loss/r1_penalty": {"num": 256, "mean": 0.15444329753518105, "std": 0.2598970549401326}, "Loss/D/reg": {"num": 256, "mean": 0.06325997435487807, "std": 0.10645382935603169}, "Progress/tick": {"num": 1, "mean": 114.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 456.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 16949.060546875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.47293090820312, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.36823272705078, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06991195678710938, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.709503173828125, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950440883636475, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 4.708072185516357, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.1961696743965149, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.52012634277344, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.3461151123047, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.42764282226562, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.67481994628906, "std": 0.0}, "timestamp": 1694486059.1759853}
{"Loss/scores/fake": {"num": 8000, "mean": -0.44503722101822496, "std": 0.6415704903045172}, "Loss/signs/fake": {"num": 8000, "mean": -0.558, "std": 0.8298409486160585}, "Loss/G/loss": {"num": 4000, "mean": 1.0480841705799102, "std": 0.4120706636781314}, "Loss/pl_penalty": {"num": 496, "mean": 0.0023398085529240027, "std": 0.008850061965330327}, "Loss/G/reg": {"num": 496, "mean": 0.004679617105848005, "std": 0.017700123930660654}, "Loss/scores/real": {"num": 4240, "mean": 0.41450046537760293, "std": 0.8283524232790953}, "Loss/signs/real": {"num": 4240, "mean": 0.35283018867924526, "std": 0.9356873719125252}, "Loss/D/loss": {"num": 4000, "mean": 1.16959739613533, "std": 0.3601342211180668}, "Loss/r1_penalty": {"num": 240, "mean": 0.14451871464649838, "std": 0.1145796831314486}, "Loss/D/reg": {"num": 240, "mean": 0.05919486358761787, "std": 0.046931836549507173}, "Progress/tick": {"num": 1, "mean": 115.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 460.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 17062.271484375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.13920593261719, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.284801483154297, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07258749008178711, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.709503173828125, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948765277862549, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 4.739520072937012, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.1974799931049347, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.8856964111328, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.4382781982422, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.94886779785156, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.61952209472656, "std": 0.0}, "timestamp": 1694486172.3851335}
{"Loss/scores/fake": {"num": 8000, "mean": -0.4744139599390328, "std": 0.6721172714517357}, "Loss/signs/fake": {"num": 8000, "mean": -0.5765, "std": 0.8170971484468661}, "Loss/G/loss": {"num": 4000, "mean": 1.0820119564533233, "std": 0.438409170666612}, "Loss/pl_penalty": {"num": 504, "mean": 0.0025634142105460224, "std": 0.011849436140559054}, "Loss/G/reg": {"num": 504, "mean": 0.005126828421092045, "std": 0.023698872281118107}, "Loss/scores/real": {"num": 4256, "mean": 0.4131032575825159, "std": 0.8019338297479383}, "Loss/signs/real": {"num": 4256, "mean": 0.38862781954887216, "std": 0.9213948219263495}, "Loss/D/loss": {"num": 4000, "mean": 1.1681227967739105, "std": 0.36290896591826166}, "Loss/r1_penalty": {"num": 256, "mean": 0.13577599124982953, "std": 0.0726848594864492}, "Loss/D/reg": {"num": 256, "mean": 0.05561384535394609, "std": 0.02977171737545189}, "Progress/tick": {"num": 1, "mean": 116.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 464.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 17175.82421875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.48258209228516, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.37064552307129, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06995534896850586, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.709503173828125, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949057579040527, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 4.77106237411499, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.19879426062107086, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.03622436523438, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.63795471191406, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.09791564941406, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.41778564453125, "std": 0.0}, "timestamp": 1694486285.9402583}
{"Loss/scores/fake": {"num": 8000, "mean": -0.4862888789623976, "std": 0.6670537707923008}, "Loss/signs/fake": {"num": 8000, "mean": -0.58075, "std": 0.8140819599401524}, "Loss/G/loss": {"num": 4000, "mean": 1.0759367582798005, "std": 0.42712754007533044}, "Loss/pl_penalty": {"num": 496, "mean": 0.002221358755055154, "std": 0.0049839342807715065}, "Loss/G/reg": {"num": 496, "mean": 0.004442717510110308, "std": 0.009967868561543013}, "Loss/scores/real": {"num": 4256, "mean": 0.46752760849921104, "std": 0.8503702928601924}, "Loss/signs/real": {"num": 4256, "mean": 0.38862781954887216, "std": 0.9213948219263495}, "Loss/D/loss": {"num": 4000, "mean": 1.1417729880809784, "std": 0.3744888364980002}, "Loss/r1_penalty": {"num": 256, "mean": 0.15939853014424443, "std": 0.0966833571191736}, "Loss/D/reg": {"num": 256, "mean": 0.06528963660821319, "std": 0.039601502276326625}, "Progress/tick": {"num": 1, "mean": 117.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 468.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 17289.23046875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.3330307006836, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.3332576751709, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07252860069274902, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.709503173828125, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.951023101806641, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 4.802563667297363, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.20010682940483093, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.9706268310547, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.29490661621094, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.22694396972656, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.6287384033203, "std": 0.0}, "timestamp": 1694486399.3433068}
{"Loss/scores/fake": {"num": 8000, "mean": -0.43176063821837307, "std": 0.6347980785964623}, "Loss/signs/fake": {"num": 8000, "mean": -0.535, "std": 0.8448520580551366}, "Loss/G/loss": {"num": 4000, "mean": 1.0341122438907624, "std": 0.4034877776658495}, "Loss/pl_penalty": {"num": 504, "mean": 0.0024352670131650355, "std": 0.00868252338869526}, "Loss/G/reg": {"num": 504, "mean": 0.004870534026330071, "std": 0.01736504677739052}, "Loss/scores/real": {"num": 4240, "mean": 0.38350717894170644, "std": 0.7530190990231936}, "Loss/signs/real": {"num": 4240, "mean": 0.36698113207547167, "std": 0.9302283852369831}, "Loss/D/loss": {"num": 4000, "mean": 1.176475737810135, "std": 0.35377270975647557}, "Loss/r1_penalty": {"num": 240, "mean": 0.14144801547129948, "std": 0.10499952548230103}, "Loss/D/reg": {"num": 240, "mean": 0.057937106241782506, "std": 0.043007802330390955}, "Progress/tick": {"num": 1, "mean": 118.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 472.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 17402.6015625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.30162811279297, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.325407028198242, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07002401351928711, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.709503173828125, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950918197631836, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 4.8340559005737305, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.20141899585723877, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.81607055664062, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.32666015625, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.60992431640625, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.93594360351562, "std": 0.0}, "timestamp": 1694486512.7176826}
{"Loss/scores/fake": {"num": 8000, "mean": -0.4195130071565509, "std": 0.643042254520965}, "Loss/signs/fake": {"num": 8000, "mean": -0.531, "std": 0.8473718192151543}, "Loss/G/loss": {"num": 4000, "mean": 1.033198101401329, "std": 0.44803593499501815}, "Loss/pl_penalty": {"num": 496, "mean": 0.002045435827195404, "std": 0.004257847784958801}, "Loss/G/reg": {"num": 496, "mean": 0.004090871654390808, "std": 0.008515695569917601}, "Loss/scores/real": {"num": 4256, "mean": 0.3688276350477192, "std": 0.7156106303665724}, "Loss/signs/real": {"num": 4256, "mean": 0.3900375939849624, "std": 0.9207989331436162}, "Loss/D/loss": {"num": 4000, "mean": 1.1828563742637634, "std": 0.3319871142980537}, "Loss/r1_penalty": {"num": 256, "mean": 0.14973933715373278, "std": 0.1473663525184952}, "Loss/D/reg": {"num": 256, "mean": 0.061333229998126626, "std": 0.06036125530634937}, "Progress/tick": {"num": 1, "mean": 119.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 476.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 17516.0, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.32501220703125, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.331253051757812, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07273674011230469, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.709503173828125, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.9495954513549805, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 4.865555286407471, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.20273147523403168, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.51705932617188, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.3522491455078, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.06048583984375, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.0577850341797, "std": 0.0}, "timestamp": 1694486626.1130943}
{"Loss/scores/fake": {"num": 8000, "mean": -0.455421273721382, "std": 0.7054914974819324}, "Loss/signs/fake": {"num": 8000, "mean": -0.51875, "std": 0.8549259836383498}, "Loss/G/loss": {"num": 4000, "mean": 1.0670689362287522, "std": 0.470475417455423}, "Loss/pl_penalty": {"num": 504, "mean": 0.0024404442706976886, "std": 0.008495179462837727}, "Loss/G/reg": {"num": 504, "mean": 0.004880888541395377, "std": 0.016990358925675453}, "Loss/scores/real": {"num": 4256, "mean": 0.3839719493670347, "std": 0.7122345590018524}, "Loss/signs/real": {"num": 4256, "mean": 0.412593984962406, "std": 0.9109150364182391}, "Loss/D/loss": {"num": 4000, "mean": 1.1737537100315094, "std": 0.3576775748367989}, "Loss/r1_penalty": {"num": 256, "mean": 0.13497229292988777, "std": 0.07512033658950061}, "Loss/D/reg": {"num": 256, "mean": 0.055284649366512895, "std": 0.0307692910973036}, "Progress/tick": {"num": 1, "mean": 120.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 480.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 17629.5625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.49388885498047, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.373472213745117, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0704045295715332, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.709503173828125, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949411869049072, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 4.897100925445557, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.2040458768606186, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.62252807617188, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.5232696533203, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.0825653076172, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.3819580078125, "std": 0.0}, "timestamp": 1694487208.178409}
{"Loss/scores/fake": {"num": 8000, "mean": -0.4700741011202335, "std": 0.6711051391219871}, "Loss/signs/fake": {"num": 8000, "mean": -0.5725, "std": 0.8199047200742291}, "Loss/G/loss": {"num": 4000, "mean": 1.0677772381305695, "std": 0.43148482679216804}, "Loss/pl_penalty": {"num": 496, "mean": 0.002306259182777496, "std": 0.005155369546436522}, "Loss/G/reg": {"num": 496, "mean": 0.004612518365554992, "std": 0.010310739092873044}, "Loss/scores/real": {"num": 4240, "mean": 0.42088151169975974, "std": 0.8222364797282713}, "Loss/signs/real": {"num": 4240, "mean": 0.3613207547169811, "std": 0.9324415864871918}, "Loss/D/loss": {"num": 4000, "mean": 1.1571787328720093, "std": 0.37904806994110274}, "Loss/r1_penalty": {"num": 240, "mean": 0.13658722539742787, "std": 0.11018310541341293}, "Loss/D/reg": {"num": 240, "mean": 0.05594612509012222, "std": 0.04513100078623376}, "Progress/tick": {"num": 1, "mean": 121.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 484.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 18211.421875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.28770446777344, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.32192611694336, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 468.5714111328125, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710418701171875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.962419509887695, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 5.0587286949157715, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.21078035235404968, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.30551147460938, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.95436096191406, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.41171264648438, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.1980743408203, "std": 0.0}, "timestamp": 1694487321.536317}
{"Loss/scores/fake": {"num": 8000, "mean": -0.45196306916512546, "std": 0.6579293296016455}, "Loss/signs/fake": {"num": 8000, "mean": -0.56, "std": 0.8284926070883191}, "Loss/G/loss": {"num": 4000, "mean": 1.0629594906568527, "std": 0.42429372290404455}, "Loss/pl_penalty": {"num": 504, "mean": 0.0022962741962160972, "std": 0.006618570263451385}, "Loss/G/reg": {"num": 504, "mean": 0.0045925483924321945, "std": 0.01323714052690277}, "Loss/scores/real": {"num": 4256, "mean": 0.3888526407693674, "std": 0.7663699399299668}, "Loss/signs/real": {"num": 4256, "mean": 0.3980263157894737, "std": 0.9173739978542329}, "Loss/D/loss": {"num": 4000, "mean": 1.1810648748874664, "std": 0.3542095237284952}, "Loss/r1_penalty": {"num": 256, "mean": 0.14336117589846253, "std": 0.12761660978198}, "Loss/D/reg": {"num": 256, "mean": 0.05872073711361736, "std": 0.05227176006240855}, "Progress/tick": {"num": 1, "mean": 122.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 488.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 18325.30078125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.80880737304688, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.45220184326172, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07021141052246094, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710418701171875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.94954252243042, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.00012799999967683107, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 5.090361595153809, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.2120984047651291, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.0485076904297, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.85504150390625, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.44447326660156, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.10592651367188, "std": 0.0}, "timestamp": 1694487435.4181514}
{"Loss/scores/fake": {"num": 8000, "mean": -0.49453573044762017, "std": 0.6504887250119691}, "Loss/signs/fake": {"num": 8000, "mean": -0.596, "std": 0.8029844332239574}, "Loss/G/loss": {"num": 4000, "mean": 1.0924010708332061, "std": 0.42359010320278606}, "Loss/pl_penalty": {"num": 496, "mean": 0.002235902238152771, "std": 0.004246945635043275}, "Loss/G/reg": {"num": 496, "mean": 0.004471804476305542, "std": 0.00849389127008655}, "Loss/scores/real": {"num": 4240, "mean": 0.48488565982090975, "std": 0.9555811280369673}, "Loss/signs/real": {"num": 4240, "mean": 0.37264150943396224, "std": 0.9279753797632663}, "Loss/D/loss": {"num": 4000, "mean": 1.1484159126281739, "std": 0.3796492683080152}, "Loss/r1_penalty": {"num": 240, "mean": 0.15011696219444276, "std": 0.119890109416783}, "Loss/D/reg": {"num": 240, "mean": 0.06148790493607521, "std": 0.049106989167900884}, "Progress/tick": {"num": 1, "mean": 123.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 492.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 18438.833984375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.4590835571289, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.364770889282227, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07311105728149414, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710418701171875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949224472045898, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 5.121898174285889, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.21341243386268616, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.4099884033203, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.99635314941406, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.69842529296875, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.3711395263672, "std": 0.0}, "timestamp": 1694487548.9479434}
{"Loss/scores/fake": {"num": 8000, "mean": -0.5683521781116724, "std": 0.7276691175336607}, "Loss/signs/fake": {"num": 8000, "mean": -0.6055, "std": 0.7958453053200728}, "Loss/G/loss": {"num": 4000, "mean": 1.1391582217216492, "std": 0.4982657444020364}, "Loss/pl_penalty": {"num": 504, "mean": 0.002327025650181837, "std": 0.004463692909350433}, "Loss/G/reg": {"num": 504, "mean": 0.004654051300363674, "std": 0.008927385818700865}, "Loss/scores/real": {"num": 4256, "mean": 0.5338978324281541, "std": 0.9257323091900876}, "Loss/signs/real": {"num": 4256, "mean": 0.4074248120300752, "std": 0.9132387544022964}, "Loss/D/loss": {"num": 4000, "mean": 1.100802150964737, "std": 0.3835640498987189}, "Loss/r1_penalty": {"num": 256, "mean": 0.170326242223382, "std": 0.18334393827370346}, "Loss/D/reg": {"num": 256, "mean": 0.06976562389172614, "std": 0.07509767849681998}, "Progress/tick": {"num": 1, "mean": 124.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 496.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 18552.68359375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.77886199951172, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.44471549987793, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07062196731567383, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710418701171875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950482368469238, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 5.153522968292236, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.2147301286458969, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.68850708007812, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 161.00146484375, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.9192657470703, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.06597900390625, "std": 0.0}, "timestamp": 1694487662.7993093}
{"Loss/scores/fake": {"num": 8000, "mean": -0.4957566768974066, "std": 0.6721722735284023}, "Loss/signs/fake": {"num": 8000, "mean": -0.58875, "std": 0.8083151845041636}, "Loss/G/loss": {"num": 4000, "mean": 1.076677426815033, "std": 0.42325327917253813}, "Loss/pl_penalty": {"num": 496, "mean": 0.0027647524031870546, "std": 0.007639289576075368}, "Loss/G/reg": {"num": 496, "mean": 0.005529504806374109, "std": 0.015278579152150735}, "Loss/scores/real": {"num": 4256, "mean": 0.4854702060636049, "std": 0.8899769275739309}, "Loss/signs/real": {"num": 4256, "mean": 0.37406015037593987, "std": 0.9274044446198914}, "Loss/D/loss": {"num": 4000, "mean": 1.1319639656543732, "std": 0.37947898864686913}, "Loss/r1_penalty": {"num": 256, "mean": 0.16041755862534046, "std": 0.17227491027332886}, "Loss/D/reg": {"num": 256, "mean": 0.06570703024044633, "std": 0.07056380124712985}, "Progress/tick": {"num": 1, "mean": 125.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 500.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 18666.404296875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.64892578125, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.4122314453125, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07249784469604492, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710418701171875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948057174682617, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 5.185112476348877, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.21604634821414948, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.39974975585938, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.8519744873047, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.91859436035156, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.41619873046875, "std": 0.0}, "timestamp": 1694487776.5172966}
{"Loss/scores/fake": {"num": 8000, "mean": -0.47019047900475563, "std": 0.6552582703404652}, "Loss/signs/fake": {"num": 8000, "mean": -0.56825, "std": 0.8228559640058519}, "Loss/G/loss": {"num": 4000, "mean": 1.0737108743190766, "std": 0.4261869434428521}, "Loss/pl_penalty": {"num": 504, "mean": 0.0029663381957641195, "std": 0.012868997443068969}, "Loss/G/reg": {"num": 504, "mean": 0.005932676391528239, "std": 0.025737994886137937}, "Loss/scores/real": {"num": 4240, "mean": 0.432198274163705, "std": 0.8493374727135983}, "Loss/signs/real": {"num": 4240, "mean": 0.34858490566037736, "std": 0.937277207418246}, "Loss/D/loss": {"num": 4000, "mean": 1.1595990843772888, "std": 0.35616515145538535}, "Loss/r1_penalty": {"num": 240, "mean": 0.15595140506823857, "std": 0.140708927323773}, "Loss/D/reg": {"num": 240, "mean": 0.06387769343952338, "std": 0.05763437542163676}, "Progress/tick": {"num": 1, "mean": 126.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 504.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 18780.1015625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.62828063964844, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.40707015991211, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06907773017883301, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710418701171875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949686050415039, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 5.2166948318481445, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.21736229956150055, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.26150512695312, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 161.0444793701172, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.43014526367188, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.2042236328125, "std": 0.0}, "timestamp": 1694487890.2184622}
{"Loss/scores/fake": {"num": 8000, "mean": -0.4411835672724992, "std": 0.6253642640092515}, "Loss/signs/fake": {"num": 8000, "mean": -0.5785, "std": 0.8156823830388884}, "Loss/G/loss": {"num": 4000, "mean": 1.030136528134346, "std": 0.3744913812482298}, "Loss/pl_penalty": {"num": 496, "mean": 0.0026835523219028066, "std": 0.008238628488483014}, "Loss/G/reg": {"num": 496, "mean": 0.005367104643805613, "std": 0.016477256976966028}, "Loss/scores/real": {"num": 4256, "mean": 0.45797675970549645, "std": 0.9146120359397445}, "Loss/signs/real": {"num": 4256, "mean": 0.32706766917293234, "std": 0.9450009205190147}, "Loss/D/loss": {"num": 4000, "mean": 1.154054057121277, "std": 0.3750181011356516}, "Loss/r1_penalty": {"num": 256, "mean": 0.14193892618641257, "std": 0.15649072199423827}, "Loss/D/reg": {"num": 256, "mean": 0.0581381821539253, "std": 0.0640986004679443}, "Progress/tick": {"num": 1, "mean": 127.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 508.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 18893.83203125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.65755462646484, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.41438865661621, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07286572456359863, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710418701171875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950048446655273, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 5.248286724090576, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.21867862343788147, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.6096649169922, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.53350830078125, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.2755126953125, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.31993103027344, "std": 0.0}, "timestamp": 1694488003.9454167}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3903235519900918, "std": 0.5880303000953031}, "Loss/signs/fake": {"num": 8000, "mean": -0.52725, "std": 0.8497102079532763}, "Loss/G/loss": {"num": 4000, "mean": 1.01099327480793, "std": 0.37482130500768085}, "Loss/pl_penalty": {"num": 504, "mean": 0.0022235153675345437, "std": 0.004278554631766667}, "Loss/G/reg": {"num": 504, "mean": 0.0044470307350690874, "std": 0.008557109263533334}, "Loss/scores/real": {"num": 4256, "mean": 0.3559780117628494, "std": 0.8023823786730743}, "Loss/signs/real": {"num": 4256, "mean": 0.33129699248120303, "std": 0.9435265246790414}, "Loss/D/loss": {"num": 4000, "mean": 1.2060143387317657, "std": 0.33216089872489385}, "Loss/r1_penalty": {"num": 256, "mean": 0.14058228908106685, "std": 0.35809555380595426}, "Loss/D/reg": {"num": 256, "mean": 0.057582504814490676, "std": 0.1466759466230174}, "Progress/tick": {"num": 1, "mean": 128.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 512.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 19007.689453125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.78690338134766, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.446725845336914, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06941032409667969, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710418701171875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948949813842773, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 5.279913425445557, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.2199963927268982, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.30963134765625, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.88677978515625, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.98265075683594, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.5431671142578, "std": 0.0}, "timestamp": 1694488117.8183863}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3721750312447548, "std": 0.5777996943571334}, "Loss/signs/fake": {"num": 8000, "mean": -0.5325, "std": 0.8464300030126531}, "Loss/G/loss": {"num": 4000, "mean": 0.9939935396909714, "std": 0.35369267239201896}, "Loss/pl_penalty": {"num": 496, "mean": 0.0028862504254756195, "std": 0.007872131727541776}, "Loss/G/reg": {"num": 496, "mean": 0.005772500850951239, "std": 0.015744263455083552}, "Loss/scores/real": {"num": 4240, "mean": 0.3189245543811681, "std": 0.6595451188468899}, "Loss/signs/real": {"num": 4240, "mean": 0.34858490566037736, "std": 0.937277207418246}, "Loss/D/loss": {"num": 4000, "mean": 1.2110255377292634, "std": 0.3205252437538621}, "Loss/r1_penalty": {"num": 240, "mean": 0.11286641657352448, "std": 0.045336252304953924}, "Loss/D/reg": {"num": 240, "mean": 0.04623008295893669, "std": 0.018569729249192684}, "Progress/tick": {"num": 1, "mean": 129.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 516.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 19121.2109375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.43518829345703, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.358797073364258, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.08605480194091797, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710418701171875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949889659881592, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 5.3114471435546875, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.2213103026151657, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.20005798339844, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.62258911132812, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.48953247070312, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.30764770507812, "std": 0.0}, "timestamp": 1694488231.3239052}
{"Loss/scores/fake": {"num": 8000, "mean": -0.4484655936919153, "std": 0.6482489436342397}, "Loss/signs/fake": {"num": 8000, "mean": -0.56375, "std": 0.8259454809489547}, "Loss/G/loss": {"num": 4000, "mean": 1.0535024889707565, "std": 0.4234421142308466}, "Loss/pl_penalty": {"num": 504, "mean": 0.002720744625779815, "std": 0.006955042574703525}, "Loss/G/reg": {"num": 504, "mean": 0.00544148925155963, "std": 0.01391008514940705}, "Loss/scores/real": {"num": 4256, "mean": 0.4211216227928723, "std": 0.8410129972959475}, "Loss/signs/real": {"num": 4256, "mean": 0.35855263157894735, "std": 0.9335095127462878}, "Loss/D/loss": {"num": 4000, "mean": 1.1660735349655151, "std": 0.348899432199753}, "Loss/r1_penalty": {"num": 256, "mean": 0.13252825010567904, "std": 0.1055339085590469}, "Loss/D/reg": {"num": 256, "mean": 0.054283570032566786, "std": 0.04322668492356334}, "Progress/tick": {"num": 1, "mean": 130.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 520.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 19235.04296875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.76282501220703, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.440706253051758, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0703420639038086, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710418701171875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949625492095947, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 5.343067646026611, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.22262781858444214, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.5226287841797, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.70144653320312, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.1260223388672, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.623046875, "std": 0.0}, "timestamp": 1694488345.1596203}
{"Loss/scores/fake": {"num": 8000, "mean": -0.42545147171244024, "std": 0.6584091475317411}, "Loss/signs/fake": {"num": 8000, "mean": -0.52075, "std": 0.8537092230379146}, "Loss/G/loss": {"num": 4000, "mean": 1.0342576231956482, "std": 0.41431285740321633}, "Loss/pl_penalty": {"num": 496, "mean": 0.0022227130360871314, "std": 0.006328128772971688}, "Loss/G/reg": {"num": 496, "mean": 0.004445426072174263, "std": 0.012656257545943376}, "Loss/scores/real": {"num": 4240, "mean": 0.3870417524269729, "std": 0.7305125850935789}, "Loss/signs/real": {"num": 4240, "mean": 0.3891509433962264, "std": 0.9211740027018929}, "Loss/D/loss": {"num": 4000, "mean": 1.1774763967990876, "std": 0.35213339399581484}, "Loss/r1_penalty": {"num": 240, "mean": 0.1499304100871086, "std": 0.11524421402095544}, "Loss/D/reg": {"num": 240, "mean": 0.0614114947617054, "std": 0.04720402683119945}, "Progress/tick": {"num": 1, "mean": 131.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 524.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 19348.583984375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.46812438964844, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.36703109741211, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07288193702697754, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710418701171875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949001312255859, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 5.374606609344482, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.22394195199012756, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.46630859375, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.90419006347656, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 216.06399536132812, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.37216186523438, "std": 0.0}, "timestamp": 1694488458.698357}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3581800419036299, "std": 0.5981400014913485}, "Loss/signs/fake": {"num": 8000, "mean": -0.4915, "std": 0.8708775746337714}, "Loss/G/loss": {"num": 4000, "mean": 0.9820986728668213, "std": 0.3717110250762646}, "Loss/pl_penalty": {"num": 504, "mean": 0.002473642489695478, "std": 0.006982353148767231}, "Loss/G/reg": {"num": 504, "mean": 0.004947284979390956, "std": 0.013964706297534463}, "Loss/scores/real": {"num": 4256, "mean": 0.3058370663644396, "std": 0.641750443698084}, "Loss/signs/real": {"num": 4256, "mean": 0.37453007518796994, "std": 0.9272147662649111}, "Loss/D/loss": {"num": 4000, "mean": 1.2124918236732483, "std": 0.312381315837451}, "Loss/r1_penalty": {"num": 256, "mean": 0.11961844377219677, "std": 0.04716947952194892}, "Loss/D/reg": {"num": 256, "mean": 0.04899571253918111, "std": 0.019320616195501263}, "Progress/tick": {"num": 1, "mean": 132.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 528.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 19462.455078125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.80034637451172, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.45008659362793, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07061624526977539, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710418701171875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949858665466309, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 5.406237602233887, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.2252599000930786, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.0320587158203, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.91238403320312, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.38919067382812, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.09056091308594, "std": 0.0}, "timestamp": 1694488572.571739}
{"Loss/scores/fake": {"num": 8000, "mean": -0.43454155350476503, "std": 0.6309894929344078}, "Loss/signs/fake": {"num": 8000, "mean": -0.54825, "std": 0.8363144967654214}, "Loss/G/loss": {"num": 4000, "mean": 1.0486453275680543, "std": 0.40575173858623576}, "Loss/pl_penalty": {"num": 496, "mean": 0.002024212120769305, "std": 0.004193362729721285}, "Loss/G/reg": {"num": 496, "mean": 0.00404842424153861, "std": 0.00838672545944257}, "Loss/scores/real": {"num": 4256, "mean": 0.3710793210543636, "std": 0.7508138063983737}, "Loss/signs/real": {"num": 4256, "mean": 0.3482142857142857, "std": 0.9374149621296269}, "Loss/D/loss": {"num": 4000, "mean": 1.1843314037322998, "std": 0.35195227490259096}, "Loss/r1_penalty": {"num": 256, "mean": 0.14632272394374013, "std": 0.1401976311113879}, "Loss/D/reg": {"num": 256, "mean": 0.059933788375929, "std": 0.05742494695501194}, "Progress/tick": {"num": 1, "mean": 133.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 532.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 19576.173828125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.6449966430664, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.4112491607666, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0730283260345459, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710418701171875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.951173782348633, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 5.437825679779053, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.2265760749578476, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.35877990722656, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.99635314941406, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.0082550048828, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.33120727539062, "std": 0.0}, "timestamp": 1694488686.2872832}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3366088047064841, "std": 0.5536844566239273}, "Loss/signs/fake": {"num": 8000, "mean": -0.46275, "std": 0.8864888253666823}, "Loss/G/loss": {"num": 4000, "mean": 0.9572380831241608, "std": 0.3301910204268672}, "Loss/pl_penalty": {"num": 504, "mean": 0.002657628193172434, "std": 0.008550920149026482}, "Loss/G/reg": {"num": 504, "mean": 0.005315256386344868, "std": 0.017101840298052964}, "Loss/scores/real": {"num": 4240, "mean": 0.28810976842102015, "std": 0.6294417638063097}, "Loss/signs/real": {"num": 4240, "mean": 0.33773584905660375, "std": 0.9412409342256716}, "Loss/D/loss": {"num": 4000, "mean": 1.2218718965053559, "std": 0.29693726348600624}, "Loss/r1_penalty": {"num": 240, "mean": 0.11810454080502192, "std": 0.1002467478596627}, "Loss/D/reg": {"num": 240, "mean": 0.048375619451204936, "std": 0.04106106882243371}, "Progress/tick": {"num": 1, "mean": 134.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 536.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 19689.84765625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.59896850585938, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.399742126464844, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07605099678039551, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710418701171875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949832916259766, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 5.469402313232422, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.22789175808429718, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.21542358398438, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 161.0567626953125, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.2816619873047, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.2400665283203, "std": 0.0}, "timestamp": 1694488799.9645693}
{"Loss/scores/fake": {"num": 8000, "mean": -0.38315529501996937, "std": 0.5539031674339774}, "Loss/signs/fake": {"num": 8000, "mean": -0.5565, "std": 0.830847609372501}, "Loss/G/loss": {"num": 4000, "mean": 1.0049027514457702, "std": 0.34281004329600473}, "Loss/pl_penalty": {"num": 496, "mean": 0.002081888752253426, "std": 0.003670962921961736}, "Loss/G/reg": {"num": 496, "mean": 0.004163777504506852, "std": 0.007341925843923472}, "Loss/scores/real": {"num": 4256, "mean": 0.32779963538610846, "std": 0.7305405581808979}, "Loss/signs/real": {"num": 4256, "mean": 0.31860902255639095, "std": 0.9478862224685308}, "Loss/D/loss": {"num": 4000, "mean": 1.2073295433521272, "std": 0.3100035001716861}, "Loss/r1_penalty": {"num": 256, "mean": 0.12140109622851014, "std": 0.06745075495668731}, "Loss/D/reg": {"num": 256, "mean": 0.049725888296961784, "std": 0.027627827041780902}, "Progress/tick": {"num": 1, "mean": 135.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 540.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 19803.533203125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.61295318603516, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.40323829650879, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07281970977783203, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710418701171875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949951171875, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 5.50098180770874, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.2292075753211975, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.05670166015625, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.62669372558594, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.39532470703125, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.12742614746094, "std": 0.0}, "timestamp": 1694489383.0501153}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3727078811749816, "std": 0.5706791512879126}, "Loss/signs/fake": {"num": 8000, "mean": -0.51325, "std": 0.8582391493633929}, "Loss/G/loss": {"num": 4000, "mean": 0.9966390836238861, "std": 0.3576248697813705}, "Loss/pl_penalty": {"num": 504, "mean": 0.002637573115486977, "std": 0.005453217453247672}, "Loss/G/reg": {"num": 504, "mean": 0.005275146230973954, "std": 0.010906434906495344}, "Loss/scores/real": {"num": 4256, "mean": 0.3140332939985551, "std": 0.6692948546060705}, "Loss/signs/real": {"num": 4256, "mean": 0.3458646616541353, "std": 0.9382844109431162}, "Loss/D/loss": {"num": 4000, "mean": 1.2138690164089203, "std": 0.29840813690476636}, "Loss/r1_penalty": {"num": 256, "mean": 0.12528400029987097, "std": 0.11970524549940355}, "Loss/D/reg": {"num": 256, "mean": 0.0513163257855922, "std": 0.0490312706891827}, "Progress/tick": {"num": 1, "mean": 136.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 544.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 20386.66796875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.66085815429688, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.41521453857422, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 469.47259521484375, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710548400878906, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949506759643555, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 5.662963390350342, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.2359568029642105, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.1724090576172, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.81304931640625, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.15469360351562, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.4448699951172, "std": 0.0}, "timestamp": 1694489496.7974222}
{"Loss/scores/fake": {"num": 8000, "mean": -0.4092458700053394, "std": 0.5946873385885385}, "Loss/signs/fake": {"num": 8000, "mean": -0.53675, "std": 0.8437413332888226}, "Loss/G/loss": {"num": 4000, "mean": 1.0202289617061615, "std": 0.36925655554685843}, "Loss/pl_penalty": {"num": 496, "mean": 0.0024286511996310326, "std": 0.006006809223050777}, "Loss/G/reg": {"num": 496, "mean": 0.004857302399262065, "std": 0.012013618446101553}, "Loss/scores/real": {"num": 4240, "mean": 0.3561682143582488, "std": 0.716306320574794}, "Loss/signs/real": {"num": 4240, "mean": 0.36556603773584906, "std": 0.9307854060169356}, "Loss/D/loss": {"num": 4000, "mean": 1.1910193140506744, "std": 0.3282853081059321}, "Loss/r1_penalty": {"num": 240, "mean": 0.12665561735630035, "std": 0.05272685456299483}, "Loss/D/reg": {"num": 240, "mean": 0.05187814024587472, "std": 0.02159691761844438}, "Progress/tick": {"num": 1, "mean": 137.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 548.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 20500.271484375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.5167236328125, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.379180908203125, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.08646583557128906, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710369110107422, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.9499831199646, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 5.694519519805908, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.23727165162563324, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.4088897705078, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.8079376220703, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.91961669921875, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.2359619140625, "std": 0.0}, "timestamp": 1694489610.3846977}
{"Loss/scores/fake": {"num": 8000, "mean": -0.35691241179034117, "std": 0.5770229447879588}, "Loss/signs/fake": {"num": 8000, "mean": -0.51975, "std": 0.8543184052213787}, "Loss/G/loss": {"num": 4000, "mean": 0.9835464465618133, "std": 0.3772564598121017}, "Loss/pl_penalty": {"num": 504, "mean": 0.002113178023137152, "std": 0.004592486978463053}, "Loss/G/reg": {"num": 504, "mean": 0.004226356046274304, "std": 0.009184973956926107}, "Loss/scores/real": {"num": 4256, "mean": 0.2998948957476961, "std": 0.6691538304423629}, "Loss/signs/real": {"num": 4256, "mean": 0.3406954887218045, "std": 0.9401736988262386}, "Loss/D/loss": {"num": 4000, "mean": 1.2199911293983459, "std": 0.3143129493458184}, "Loss/r1_penalty": {"num": 256, "mean": 0.1633255914784968, "std": 0.34104212993181643}, "Loss/D/reg": {"num": 256, "mean": 0.06689815735444427, "std": 0.13969085130455497}, "Progress/tick": {"num": 1, "mean": 138.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 552.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 20614.193359375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.85208129882812, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.46302032470703, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07053732872009277, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710369110107422, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948952674865723, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 5.726164817810059, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.23859019577503204, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.1949462890625, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.7475128173828, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.330810546875, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.0864715576172, "std": 0.0}, "timestamp": 1694489724.3093047}
{"Loss/scores/fake": {"num": 8000, "mean": -0.32757251541689036, "std": 0.5177047079274734}, "Loss/signs/fake": {"num": 8000, "mean": -0.52375, "std": 0.8518720194371923}, "Loss/G/loss": {"num": 4000, "mean": 0.9489487849473953, "std": 0.3048124997009792}, "Loss/pl_penalty": {"num": 496, "mean": 0.002555325112376933, "std": 0.006846576644905289}, "Loss/G/reg": {"num": 496, "mean": 0.005110650224753866, "std": 0.013693153289810578}, "Loss/scores/real": {"num": 4240, "mean": 0.2887472095495125, "std": 0.6222830593923273}, "Loss/signs/real": {"num": 4240, "mean": 0.33773584905660375, "std": 0.9412409342256716}, "Loss/D/loss": {"num": 4000, "mean": 1.2211188614368438, "std": 0.302247974280384}, "Loss/r1_penalty": {"num": 240, "mean": 0.0974389746785164, "std": 0.032468675454806445}, "Loss/D/reg": {"num": 240, "mean": 0.03991100216905276, "std": 0.01329917075130787}, "Progress/tick": {"num": 1, "mean": 139.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 556.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 20727.755859375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.49029541015625, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.372573852539062, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07253861427307129, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710369110107422, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949686050415039, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 5.757709980010986, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.23990458250045776, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.31167602539062, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.73114013671875, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.30316162109375, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.3588409423828, "std": 0.0}, "timestamp": 1694489837.8701472}
{"Loss/scores/fake": {"num": 8000, "mean": -0.4205045257024467, "std": 0.624404442466067}, "Loss/signs/fake": {"num": 8000, "mean": -0.532, "std": 0.84674435339127}, "Loss/G/loss": {"num": 4000, "mean": 1.0270467171669007, "std": 0.39017564536554683}, "Loss/pl_penalty": {"num": 504, "mean": 0.0024786710698482773, "std": 0.0056222780118274284}, "Loss/G/reg": {"num": 504, "mean": 0.004957342139696555, "std": 0.011244556023654857}, "Loss/scores/real": {"num": 4256, "mean": 0.365240809227571, "std": 0.7239393780407297}, "Loss/signs/real": {"num": 4256, "mean": 0.3632518796992481, "std": 0.931690974462543}, "Loss/D/loss": {"num": 4000, "mean": 1.1785163745880127, "std": 0.3415997424300698}, "Loss/r1_penalty": {"num": 256, "mean": 0.13426985358819366, "std": 0.07453043666853283}, "Loss/D/reg": {"num": 256, "mean": 0.054996930062770844, "std": 0.030527667361166987}, "Progress/tick": {"num": 1, "mean": 140.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 560.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 20841.654296875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.82672882080078, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.456682205200195, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07053327560424805, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710369110107422, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949165344238281, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 5.789348125457764, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.24122284352779388, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.1570587158203, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.78335571289062, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.44140625, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.2216339111328, "std": 0.0}, "timestamp": 1694489951.7697356}
{"Loss/scores/fake": {"num": 8000, "mean": -0.4128681825213134, "std": 0.6050038086369219}, "Loss/signs/fake": {"num": 8000, "mean": -0.533, "std": 0.8461152403780469}, "Loss/G/loss": {"num": 4000, "mean": 1.02879006254673, "std": 0.39105966337435055}, "Loss/pl_penalty": {"num": 496, "mean": 0.0024005133257765745, "std": 0.008017626511089298}, "Loss/G/reg": {"num": 496, "mean": 0.004801026651553149, "std": 0.016035253022178595}, "Loss/scores/real": {"num": 4256, "mean": 0.3671435182353944, "std": 0.7421989965356308}, "Loss/signs/real": {"num": 4256, "mean": 0.3651315789473684, "std": 0.9309559227242725}, "Loss/D/loss": {"num": 4000, "mean": 1.1925176916122437, "std": 0.32786416996511986}, "Loss/r1_penalty": {"num": 256, "mean": 0.1348190321587026, "std": 0.10189394687210676}, "Loss/D/reg": {"num": 256, "mean": 0.05522187473252416, "std": 0.041735758268938626}, "Progress/tick": {"num": 1, "mean": 141.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 564.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 20955.4140625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.68730163574219, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.421825408935547, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07286882400512695, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710369110107422, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949947357177734, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 5.820948123931885, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.24253951013088226, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.53286743164062, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.90419006347656, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.48953247070312, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.2656707763672, "std": 0.0}, "timestamp": 1694490065.527629}
{"Loss/scores/fake": {"num": 8000, "mean": -0.36213282004743813, "std": 0.5827967229987743}, "Loss/signs/fake": {"num": 8000, "mean": -0.501, "std": 0.8654472832010046}, "Loss/G/loss": {"num": 4000, "mean": 0.9776198759078979, "std": 0.3663788850393091}, "Loss/pl_penalty": {"num": 504, "mean": 0.0030658726039017358, "std": 0.008971601456413531}, "Loss/G/reg": {"num": 504, "mean": 0.0061317452078034716, "std": 0.017943202912827062}, "Loss/scores/real": {"num": 4240, "mean": 0.3261683163285818, "std": 0.7071067984656476}, "Loss/signs/real": {"num": 4240, "mean": 0.35235849056603774, "std": 0.9358651046630724}, "Loss/D/loss": {"num": 4000, "mean": 1.2065484578609467, "std": 0.3315777759812021}, "Loss/r1_penalty": {"num": 240, "mean": 0.12544547120730082, "std": 0.09419140937335102}, "Loss/D/reg": {"num": 240, "mean": 0.051382463922103244, "std": 0.0385808018324443}, "Progress/tick": {"num": 1, "mean": 142.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 568.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 21069.15234375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.66756439208984, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.41689109802246, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07058143615722656, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710369110107422, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950525283813477, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 5.852541923522949, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.24385592341423035, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.4601593017578, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 161.19602966308594, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.38304138183594, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.0741729736328, "std": 0.0}, "timestamp": 1694490179.268329}
{"Loss/scores/fake": {"num": 8000, "mean": -0.35530040169134736, "std": 0.5391426210829396}, "Loss/signs/fake": {"num": 8000, "mean": -0.51425, "std": 0.8576403310829079}, "Loss/G/loss": {"num": 4000, "mean": 0.979177609205246, "std": 0.3312751829365463}, "Loss/pl_penalty": {"num": 496, "mean": 0.00240096467314288, "std": 0.006563587517728484}, "Loss/G/reg": {"num": 496, "mean": 0.00480192934628576, "std": 0.013127175035456969}, "Loss/scores/real": {"num": 4256, "mean": 0.29220760900779325, "std": 0.5995382315579147}, "Loss/signs/real": {"num": 4256, "mean": 0.36137218045112784, "std": 0.9324216574039866}, "Loss/D/loss": {"num": 4000, "mean": 1.218227694749832, "std": 0.2862200024535986}, "Loss/r1_penalty": {"num": 256, "mean": 0.1255503762513399, "std": 0.07430413746443314}, "Loss/D/reg": {"num": 256, "mean": 0.05142543185502291, "std": 0.03043497552267805}, "Progress/tick": {"num": 1, "mean": 143.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 572.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 21182.86328125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.63825988769531, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.409564971923828, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07314920425415039, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710369110107422, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949045658111572, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 5.884128570556641, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.24517202377319336, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.97581481933594, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.3205108642578, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.84442138671875, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.99122619628906, "std": 0.0}, "timestamp": 1694490292.976845}
{"Loss/scores/fake": {"num": 8000, "mean": -0.4053818572051823, "std": 0.6065101777036281}, "Loss/signs/fake": {"num": 8000, "mean": -0.53225, "std": 0.8465872297052442}, "Loss/G/loss": {"num": 4000, "mean": 1.0295121711492539, "std": 0.3858001227112697}, "Loss/pl_penalty": {"num": 504, "mean": 0.002699431594616423, "std": 0.006045352832335759}, "Loss/G/reg": {"num": 504, "mean": 0.005398863189232846, "std": 0.012090705664671518}, "Loss/scores/real": {"num": 4256, "mean": 0.319864867062525, "std": 0.6405571570904895}, "Loss/signs/real": {"num": 4256, "mean": 0.37218045112781956, "std": 0.9281603912031006}, "Loss/D/loss": {"num": 4000, "mean": 1.19960586977005, "std": 0.3231769619090382}, "Loss/r1_penalty": {"num": 256, "mean": 0.12881877133622766, "std": 0.09065572029974907}, "Loss/D/reg": {"num": 256, "mean": 0.05276416754350066, "std": 0.03713258274833035}, "Progress/tick": {"num": 1, "mean": 144.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 576.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 21296.66796875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.72899627685547, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.432249069213867, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07568049430847168, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710308074951172, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.95068883895874, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.00012799999967683107, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 5.915740966796875, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.24648921191692352, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.18675231933594, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.6840362548828, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.12294006347656, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.05267333984375, "std": 0.0}, "timestamp": 1694490406.797266}
{"Loss/scores/fake": {"num": 8000, "mean": -0.39786801642552017, "std": 0.6069844436158793}, "Loss/signs/fake": {"num": 8000, "mean": -0.532, "std": 0.84674435339127}, "Loss/G/loss": {"num": 4000, "mean": 0.9997699582576751, "std": 0.37171648046171085}, "Loss/pl_penalty": {"num": 496, "mean": 0.0023942744845689666, "std": 0.006216708608855144}, "Loss/G/reg": {"num": 496, "mean": 0.004788548969137933, "std": 0.012433417217710288}, "Loss/scores/real": {"num": 4240, "mean": 0.3607903521999998, "std": 0.7147170746716608}, "Loss/signs/real": {"num": 4240, "mean": 0.38113207547169814, "std": 0.9245206006610323}, "Loss/D/loss": {"num": 4000, "mean": 1.181105661869049, "std": 0.32483538471182494}, "Loss/r1_penalty": {"num": 240, "mean": 0.1522762874762217, "std": 0.21232362668973637}, "Loss/D/reg": {"num": 240, "mean": 0.06237236534555753, "std": 0.08696775251332678}, "Progress/tick": {"num": 1, "mean": 145.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 580.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 21410.1484375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.39541625976562, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.348854064941406, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.08600854873657227, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710308074951172, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948720932006836, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 5.947263717651367, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.24780264496803284, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.06796264648438, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.7782440185547, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.82086181640625, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.0977325439453, "std": 0.0}, "timestamp": 1694490520.2648509}
{"Loss/scores/fake": {"num": 8000, "mean": -0.4360469437092543, "std": 0.6599228325987292}, "Loss/signs/fake": {"num": 8000, "mean": -0.5285, "std": 0.8489333012669488}, "Loss/G/loss": {"num": 4000, "mean": 1.0519764612913132, "std": 0.4421076729296463}, "Loss/pl_penalty": {"num": 504, "mean": 0.002850564215184441, "std": 0.006988546866362657}, "Loss/G/reg": {"num": 504, "mean": 0.005701128430368882, "std": 0.013977093732725314}, "Loss/scores/real": {"num": 4256, "mean": 0.3693705726120817, "std": 0.7494971556122167}, "Loss/signs/real": {"num": 4256, "mean": 0.3458646616541353, "std": 0.9382844109431162}, "Loss/D/loss": {"num": 4000, "mean": 1.1832571728229522, "std": 0.34646114061270605}, "Loss/r1_penalty": {"num": 256, "mean": 0.12797418097034097, "std": 0.07974261891903738}, "Loss/D/reg": {"num": 256, "mean": 0.052418222883716226, "std": 0.032662575015669784}, "Progress/tick": {"num": 1, "mean": 146.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 584.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 21523.982421875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.76065826416016, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.44016456604004, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0721578598022461, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710308074951172, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948951721191406, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 5.978883743286133, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.24912016093730927, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.81607055664062, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.74957275390625, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.7604522705078, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.9943084716797, "std": 0.0}, "timestamp": 1694490634.0987604}
{"Loss/scores/fake": {"num": 8000, "mean": -0.4120858923755586, "std": 0.6046529383409517}, "Loss/signs/fake": {"num": 8000, "mean": -0.536, "std": 0.8442179813294668}, "Loss/G/loss": {"num": 4000, "mean": 1.0140368301868439, "std": 0.37665616587807743}, "Loss/pl_penalty": {"num": 496, "mean": 0.003030343368018587, "std": 0.008178005000527558}, "Loss/G/reg": {"num": 496, "mean": 0.006060686736037174, "std": 0.016356010001055115}, "Loss/scores/real": {"num": 4240, "mean": 0.3668422802755574, "std": 0.6812651513360215}, "Loss/signs/real": {"num": 4240, "mean": 0.39575471698113207, "std": 0.9183562511287131}, "Loss/D/loss": {"num": 4000, "mean": 1.1745541126728059, "std": 0.3162959072874126}, "Loss/r1_penalty": {"num": 240, "mean": 0.1518377552429835, "std": 0.07472932165619853}, "Loss/D/reg": {"num": 240, "mean": 0.06219274426500002, "std": 0.030609126532292683}, "Progress/tick": {"num": 1, "mean": 147.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 588.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 21637.505859375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.44979858398438, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.362449645996094, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07325005531311035, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710308074951172, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949895858764648, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 6.010417938232422, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.25043410062789917, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.07717895507812, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.45977783203125, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.66668701171875, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.7659454345703, "std": 0.0}, "timestamp": 1694490747.618456}
{"Loss/scores/fake": {"num": 8000, "mean": -0.4235528371557593, "std": 0.6346284905009659}, "Loss/signs/fake": {"num": 8000, "mean": -0.53825, "std": 0.8427852261994155}, "Loss/G/loss": {"num": 4000, "mean": 1.0259477889537811, "std": 0.3967977640105907}, "Loss/pl_penalty": {"num": 504, "mean": 0.0024443513622307883, "std": 0.0062508882683390676}, "Loss/G/reg": {"num": 504, "mean": 0.004888702724461577, "std": 0.012501776536678135}, "Loss/scores/real": {"num": 4256, "mean": 0.395786314642519, "std": 0.7748976320731065}, "Loss/signs/real": {"num": 4256, "mean": 0.38862781954887216, "std": 0.9213948219263495}, "Loss/D/loss": {"num": 4000, "mean": 1.1736946635246277, "std": 0.33919579399218097}, "Loss/r1_penalty": {"num": 256, "mean": 0.14963521901518106, "std": 0.11532434672832301}, "Loss/D/reg": {"num": 256, "mean": 0.061290584271773696, "std": 0.0472368523517363}, "Progress/tick": {"num": 1, "mean": 148.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 592.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 21751.37109375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.79630279541016, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.44907569885254, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06989479064941406, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710308074951172, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949666500091553, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 6.042047500610352, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.25175198912620544, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.37721252441406, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.80076599121094, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.07379150390625, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.90931701660156, "std": 0.0}, "timestamp": 1694490861.486619}
{"Loss/scores/fake": {"num": 8000, "mean": -0.376791172740981, "std": 0.6013061812355439}, "Loss/signs/fake": {"num": 8000, "mean": -0.5055, "std": 0.8628266048285715}, "Loss/G/loss": {"num": 4000, "mean": 0.9864920021295548, "std": 0.3760213837615027}, "Loss/pl_penalty": {"num": 496, "mean": 0.002268593186595207, "std": 0.004493803098685733}, "Loss/G/reg": {"num": 496, "mean": 0.004537186373190414, "std": 0.008987606197371467}, "Loss/scores/real": {"num": 4256, "mean": 0.3326718173851084, "std": 0.6187948158365651}, "Loss/signs/real": {"num": 4256, "mean": 0.3942669172932331, "std": 0.9189959727485703}, "Loss/D/loss": {"num": 4000, "mean": 1.1844471695423127, "std": 0.2930866352833929}, "Loss/r1_penalty": {"num": 256, "mean": 0.16151811694726348, "std": 0.1500179397866679}, "Loss/D/reg": {"num": 256, "mean": 0.0661578185390681, "std": 0.06144734501518211}, "Progress/tick": {"num": 1, "mean": 149.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 596.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 21865.078125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.63510131835938, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.408775329589844, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07187461853027344, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710308074951172, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950647354125977, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 6.073632717132568, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.2530680298805237, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.62399291992188, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.74855041503906, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.75474548339844, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.35475158691406, "std": 0.0}, "timestamp": 1694490975.1912293}
{"Loss/scores/fake": {"num": 8000, "mean": -0.37478198351338504, "std": 0.597025606065803}, "Loss/signs/fake": {"num": 8000, "mean": -0.50375, "std": 0.8638494877581394}, "Loss/G/loss": {"num": 4000, "mean": 0.9871833453178406, "std": 0.38183004819775396}, "Loss/pl_penalty": {"num": 504, "mean": 0.0024875212120749647, "std": 0.007567647108681555}, "Loss/G/reg": {"num": 504, "mean": 0.004975042424149929, "std": 0.01513529421736311}, "Loss/scores/real": {"num": 4240, "mean": 0.3263934803810322, "std": 0.6202448317651093}, "Loss/signs/real": {"num": 4240, "mean": 0.39339622641509436, "std": 0.919369027671894}, "Loss/D/loss": {"num": 4000, "mean": 1.1935262939929963, "std": 0.2936499798150541}, "Loss/r1_penalty": {"num": 240, "mean": 0.15807652274767559, "std": 0.11924155290264053}, "Loss/D/reg": {"num": 240, "mean": 0.06474814067284267, "std": 0.04884133918871028}, "Progress/tick": {"num": 1, "mean": 150.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 600.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 21978.76171875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.61465454101562, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.403663635253906, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06949520111083984, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710369110107422, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949657440185547, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 6.1052117347717285, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.2543838322162628, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.31578063964844, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.67788696289062, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.9775390625, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.26976013183594, "std": 0.0}, "timestamp": 1694491559.1477687}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3715938637368381, "std": 0.5901074651577534}, "Loss/signs/fake": {"num": 8000, "mean": -0.49475, "std": 0.8690353488207485}, "Loss/G/loss": {"num": 4000, "mean": 0.9840674521923065, "std": 0.37185627854056763}, "Loss/pl_penalty": {"num": 496, "mean": 0.002623984916886735, "std": 0.005676059641350249}, "Loss/G/reg": {"num": 496, "mean": 0.00524796983377347, "std": 0.011352119282700497}, "Loss/scores/real": {"num": 4256, "mean": 0.31896639716832487, "std": 0.6115943069796019}, "Loss/signs/real": {"num": 4256, "mean": 0.3867481203007519, "std": 0.9221853888691987}, "Loss/D/loss": {"num": 4000, "mean": 1.1934937176704408, "std": 0.28783835914758715}, "Loss/r1_penalty": {"num": 256, "mean": 0.13755760760977864, "std": 0.06699200851476973}, "Loss/D/reg": {"num": 256, "mean": 0.05634359456598759, "std": 0.027439926069072293}, "Progress/tick": {"num": 1, "mean": 151.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 604.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 22562.349609375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.24563598632812, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.31140899658203, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 470.3418884277344, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710845947265625, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949259281158447, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.00012799999967683107, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 6.267319202423096, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.26113831996917725, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.09767150878906, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.58572387695312, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.37075805664062, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.90931701660156, "std": 0.0}, "timestamp": 1694491672.462989}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3864777010455728, "std": 0.6054615037240093}, "Loss/signs/fake": {"num": 8000, "mean": -0.5205, "std": 0.8538616691244548}, "Loss/G/loss": {"num": 4000, "mean": 0.9922349888086319, "std": 0.3755450446606604}, "Loss/pl_penalty": {"num": 504, "mean": 0.0019678391159571236, "std": 0.003169906109635977}, "Loss/G/reg": {"num": 504, "mean": 0.003935678231914247, "std": 0.006339812219271954}, "Loss/scores/real": {"num": 4256, "mean": 0.322129365448889, "std": 0.611635634571125}, "Loss/signs/real": {"num": 4256, "mean": 0.39473684210526316, "std": 0.9187942236892679}, "Loss/D/loss": {"num": 4000, "mean": 1.185728899717331, "std": 0.2985878431685537}, "Loss/r1_penalty": {"num": 256, "mean": 0.15133203472942114, "std": 0.11411668702913337}, "Loss/D/reg": {"num": 256, "mean": 0.06198559980839491, "std": 0.046742193752808456}, "Progress/tick": {"num": 1, "mean": 152.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 608.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 22676.00390625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.58392333984375, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.395980834960938, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0695810317993164, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710845947265625, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949488162994385, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.00012799999967683107, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 6.298889636993408, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.26245373487472534, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.31475830078125, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.42495727539062, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.53208923339844, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.6840362548828, "std": 0.0}, "timestamp": 1694491786.1326427}
{"Loss/scores/fake": {"num": 8000, "mean": -0.4266800800226629, "std": 0.611437909014507}, "Loss/signs/fake": {"num": 8000, "mean": -0.5355, "std": 0.8445352272108014}, "Loss/G/loss": {"num": 4000, "mean": 1.0318327841758728, "std": 0.3935343598697553}, "Loss/pl_penalty": {"num": 496, "mean": 0.0021743556224523234, "std": 0.004860718069580385}, "Loss/G/reg": {"num": 496, "mean": 0.004348711244904647, "std": 0.00972143613916077}, "Loss/scores/real": {"num": 4240, "mean": 0.38026982756015265, "std": 0.6802421727247834}, "Loss/signs/real": {"num": 4240, "mean": 0.39575471698113207, "std": 0.9183562511287131}, "Loss/D/loss": {"num": 4000, "mean": 1.169661668777466, "std": 0.300148952399923}, "Loss/r1_penalty": {"num": 240, "mean": 0.16427404036124546, "std": 0.1033247612278109}, "Loss/D/reg": {"num": 240, "mean": 0.06728664437929789, "std": 0.04232182328666297}, "Progress/tick": {"num": 1, "mean": 153.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 612.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 22789.337890625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.24962615966797, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.312406539916992, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.08573150634765625, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710845947265625, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949758529663086, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 6.330371856689453, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.26376548409461975, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.06080627441406, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.1474609375, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.9918670654297, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.39013671875, "std": 0.0}, "timestamp": 1694491899.4520826}
{"Loss/scores/fake": {"num": 8000, "mean": -0.37733680607937276, "std": 0.57957954360437}, "Loss/signs/fake": {"num": 8000, "mean": -0.5285, "std": 0.8489333012669488}, "Loss/G/loss": {"num": 4000, "mean": 0.9827702066898346, "std": 0.360092828899207}, "Loss/pl_penalty": {"num": 504, "mean": 0.0021309012885294145, "std": 0.004605254552575083}, "Loss/G/reg": {"num": 504, "mean": 0.004261802577058829, "std": 0.009210509105150167}, "Loss/scores/real": {"num": 4256, "mean": 0.3415252599073924, "std": 0.7023038959839645}, "Loss/signs/real": {"num": 4256, "mean": 0.34774436090225563, "std": 0.9375893874509682}, "Loss/D/loss": {"num": 4000, "mean": 1.1805869283676147, "std": 0.3034492812400886}, "Loss/r1_penalty": {"num": 256, "mean": 0.16168856993317604, "std": 0.10371237628888302}, "Loss/D/reg": {"num": 256, "mean": 0.06622763653285801, "std": 0.042480586594607045}, "Progress/tick": {"num": 1, "mean": 154.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 616.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 22902.955078125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.54670715332031, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.386676788330078, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06981658935546875, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710845947265625, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.9504547119140625, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 6.361931800842285, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.2650805115699768, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.7863311767578, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.611328125, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.85772705078125, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.88882446289062, "std": 0.0}, "timestamp": 1694492013.0711534}
{"Loss/scores/fake": {"num": 8000, "mean": -0.33245667219534514, "std": 0.5115014543204776}, "Loss/signs/fake": {"num": 8000, "mean": -0.53225, "std": 0.8465872297052442}, "Loss/G/loss": {"num": 4000, "mean": 0.9491276720762253, "std": 0.30481874992793834}, "Loss/pl_penalty": {"num": 496, "mean": 0.00244896809313251, "std": 0.006579523990706385}, "Loss/G/reg": {"num": 496, "mean": 0.00489793618626502, "std": 0.01315904798141277}, "Loss/scores/real": {"num": 4240, "mean": 0.2854804285643798, "std": 0.567825449629962}, "Loss/signs/real": {"num": 4240, "mean": 0.35188679245283017, "std": 0.9360425659644218}, "Loss/D/loss": {"num": 4000, "mean": 1.2099328849315643, "std": 0.26518939669299235}, "Loss/r1_penalty": {"num": 240, "mean": 0.15370505849520366, "std": 0.1653478099870146}, "Loss/D/reg": {"num": 240, "mean": 0.06295759069422881, "std": 0.06772645966362618}, "Progress/tick": {"num": 1, "mean": 155.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 620.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 23016.255859375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.22789001464844, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.30697250366211, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07235145568847656, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710845947265625, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949071884155273, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 6.393404483795166, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.2663918435573578, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.3372802734375, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.37274169921875, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.46290588378906, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.53248596191406, "std": 0.0}, "timestamp": 1694492126.36859}
{"Loss/scores/fake": {"num": 8000, "mean": -0.34484251553937795, "std": 0.5474545942702073}, "Loss/signs/fake": {"num": 8000, "mean": -0.4985, "std": 0.8668896988660091}, "Loss/G/loss": {"num": 4000, "mean": 0.9600940033197403, "std": 0.33797130192813435}, "Loss/pl_penalty": {"num": 504, "mean": 0.0024613224843975214, "std": 0.007951111767216152}, "Loss/G/reg": {"num": 504, "mean": 0.004922644968795043, "std": 0.015902223534432304}, "Loss/scores/real": {"num": 4256, "mean": 0.2969638966584116, "std": 0.5533812148261672}, "Loss/signs/real": {"num": 4256, "mean": 0.3980263157894737, "std": 0.9173739978542329}, "Loss/D/loss": {"num": 4000, "mean": 1.2020148870944978, "std": 0.2581809004554182}, "Loss/r1_penalty": {"num": 256, "mean": 0.15567127102985978, "std": 0.07470993915760728}, "Loss/D/reg": {"num": 256, "mean": 0.06376295117661357, "std": 0.03060118887298165}, "Progress/tick": {"num": 1, "mean": 156.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 624.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 23129.890625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.56627655029297, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.391569137573242, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06953668594360352, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710845947265625, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.9494428634643555, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 6.424969673156738, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.26770707964897156, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.04544067382812, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.44134521484375, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.80447387695312, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.5232696533203, "std": 0.0}, "timestamp": 1694492240.0071156}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3771525628510863, "std": 0.5672769497525155}, "Loss/signs/fake": {"num": 8000, "mean": -0.5405, "std": 0.841344014063213}, "Loss/G/loss": {"num": 4000, "mean": 0.9863849263191223, "std": 0.356332478310687}, "Loss/pl_penalty": {"num": 496, "mean": 0.00199388865017212, "std": 0.0033687727482538342}, "Loss/G/reg": {"num": 496, "mean": 0.00398777730034424, "std": 0.0067375454965076685}, "Loss/scores/real": {"num": 4256, "mean": 0.33438780829590514, "std": 0.6228547621795457}, "Loss/signs/real": {"num": 4256, "mean": 0.3881578947368421, "std": 0.9215928866660499}, "Loss/D/loss": {"num": 4000, "mean": 1.1833925161361694, "std": 0.27106489291557606}, "Loss/r1_penalty": {"num": 256, "mean": 0.16613595199305564, "std": 0.13389952653989054}, "Loss/D/reg": {"num": 256, "mean": 0.06804928294150159, "std": 0.054845242184924474}, "Progress/tick": {"num": 1, "mean": 157.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 628.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 23243.369140625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.4062271118164, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.3515567779541, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0722513198852539, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710845947265625, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949431896209717, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 6.456491470336914, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.2690204977989197, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.72799682617188, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.5550079345703, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.07174682617188, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.65638732910156, "std": 0.0}, "timestamp": 1694492353.4831247}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3628112370446324, "std": 0.5455454236404549}, "Loss/signs/fake": {"num": 8000, "mean": -0.514, "std": 0.8577901841359575}, "Loss/G/loss": {"num": 4000, "mean": 0.9726537626981735, "std": 0.34959365227891603}, "Loss/pl_penalty": {"num": 504, "mean": 0.0024030490793169493, "std": 0.00534075448479936}, "Loss/G/reg": {"num": 504, "mean": 0.0048060981586338985, "std": 0.01068150896959872}, "Loss/scores/real": {"num": 4240, "mean": 0.3060893298671493, "std": 0.5829850097227555}, "Loss/signs/real": {"num": 4240, "mean": 0.37169811320754714, "std": 0.9283536570930011}, "Loss/D/loss": {"num": 4000, "mean": 1.1894133386611938, "std": 0.2522398595898304}, "Loss/r1_penalty": {"num": 240, "mean": 0.16603665898243586, "std": 0.08737156880461214}, "Loss/D/reg": {"num": 240, "mean": 0.06800861284136772, "std": 0.03578739639141626}, "Progress/tick": {"num": 1, "mean": 158.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 632.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 23356.826171875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.38658905029297, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.346647262573242, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06978917121887207, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710845947265625, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.953309059143066, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 6.488007068634033, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.2703336477279663, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.57235717773438, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.4648895263672, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.5648651123047, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.9574432373047, "std": 0.0}, "timestamp": 1694492466.9415872}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3861671655923128, "std": 0.5488520393177211}, "Loss/signs/fake": {"num": 8000, "mean": -0.55475, "std": 0.8320170896682352}, "Loss/G/loss": {"num": 4000, "mean": 0.9917105088233947, "std": 0.3448229699092425}, "Loss/pl_penalty": {"num": 496, "mean": 0.0027415915488569636, "std": 0.011752412524512364}, "Loss/G/reg": {"num": 496, "mean": 0.005483183097713927, "std": 0.02350482504902473}, "Loss/scores/real": {"num": 4256, "mean": 0.33450561265034, "std": 0.6078724004538604}, "Loss/signs/real": {"num": 4256, "mean": 0.4050751879699248, "std": 0.9142833762522045}, "Loss/D/loss": {"num": 4000, "mean": 1.1762850835323333, "std": 0.26760519673635996}, "Loss/r1_penalty": {"num": 256, "mean": 0.1800325633957982, "std": 0.12373872324857739}, "Loss/D/reg": {"num": 256, "mean": 0.07374133379198611, "std": 0.05068338174441264}, "Progress/tick": {"num": 1, "mean": 159.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 636.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 23470.33984375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.44095611572266, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.360239028930664, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0718696117401123, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710845947265625, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948879718780518, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 6.519538402557373, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.27164745330810547, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.26246643066406, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.50277709960938, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.0082550048828, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.0864715576172, "std": 0.0}, "timestamp": 1694492580.4520862}
{"Loss/scores/fake": {"num": 8000, "mean": -0.37747902451455595, "std": 0.5539107152126541}, "Loss/signs/fake": {"num": 8000, "mean": -0.57325, "std": 0.8193805205763681}, "Loss/G/loss": {"num": 4000, "mean": 0.9738249318599701, "std": 0.3275406414823794}, "Loss/pl_penalty": {"num": 504, "mean": 0.0024894927586761434, "std": 0.004735014256697247}, "Loss/G/reg": {"num": 504, "mean": 0.004978985517352287, "std": 0.009470028513394494}, "Loss/scores/real": {"num": 4256, "mean": 0.3542153520712671, "std": 0.6930428394233517}, "Loss/signs/real": {"num": 4256, "mean": 0.3524436090225564, "std": 0.9358330526643923}, "Loss/D/loss": {"num": 4000, "mean": 1.1772116186618804, "std": 0.2999289357856944}, "Loss/r1_penalty": {"num": 256, "mean": 0.17226712219417095, "std": 0.2157032895896162}, "Loss/D/reg": {"num": 256, "mean": 0.0705606120172888, "std": 0.08835206484585882}, "Progress/tick": {"num": 1, "mean": 160.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 640.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 23583.98046875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.57272338867188, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.39318084716797, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06955838203430176, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710845947265625, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950357913970947, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 6.551105976104736, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.272962749004364, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.48268127441406, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.8826904296875, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.0891571044922, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.34962463378906, "std": 0.0}, "timestamp": 1694492694.1108437}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3462597305718809, "std": 0.49979072103653394}, "Loss/signs/fake": {"num": 8000, "mean": -0.5205, "std": 0.8538616691244548}, "Loss/G/loss": {"num": 4000, "mean": 0.9464195749759674, "std": 0.2959871979114368}, "Loss/pl_penalty": {"num": 496, "mean": 0.0023638059003954575, "std": 0.004212145113293721}, "Loss/G/reg": {"num": 496, "mean": 0.004727611800790915, "std": 0.008424290226587442}, "Loss/scores/real": {"num": 4240, "mean": 0.32484115665110774, "std": 0.6311207034998613}, "Loss/signs/real": {"num": 4240, "mean": 0.36839622641509434, "std": 0.9296688767314514}, "Loss/D/loss": {"num": 4000, "mean": 1.1836476492881776, "std": 0.2559850061023195}, "Loss/r1_penalty": {"num": 240, "mean": 0.17940985212723415, "std": 0.12689572357811185}, "Loss/D/reg": {"num": 240, "mean": 0.07348627448081971, "std": 0.05197648601401682}, "Progress/tick": {"num": 1, "mean": 161.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 644.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 23697.322265625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.25523376464844, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.31380844116211, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.08601808547973633, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710845947265625, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948941707611084, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 6.582589626312256, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.2742745578289032, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.80274963378906, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.49664306640625, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.46188354492188, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.611328125, "std": 0.0}, "timestamp": 1694492807.4353807}
{"Loss/scores/fake": {"num": 8000, "mean": -0.386933074047789, "std": 0.5624426613400021}, "Loss/signs/fake": {"num": 8000, "mean": -0.545, "std": 0.8384360440725338}, "Loss/G/loss": {"num": 4000, "mean": 0.9885499180555344, "std": 0.3499165826024927}, "Loss/pl_penalty": {"num": 504, "mean": 0.0023568628294881257, "std": 0.005251802417317234}, "Loss/G/reg": {"num": 504, "mean": 0.004713725658976251, "std": 0.010503604834634467}, "Loss/scores/real": {"num": 4256, "mean": 0.3607258688574447, "std": 0.7054398283611376}, "Loss/signs/real": {"num": 4256, "mean": 0.375, "std": 0.9270248108869579}, "Loss/D/loss": {"num": 4000, "mean": 1.1803942759037018, "std": 0.279401321494301}, "Loss/r1_penalty": {"num": 256, "mean": 0.16142520518042147, "std": 0.10889550557190396}, "Loss/D/reg": {"num": 256, "mean": 0.06611976254498586, "std": 0.04460359886918376}, "Progress/tick": {"num": 1, "mean": 162.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 648.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 23810.96875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.57742309570312, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.39435577392578, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06930994987487793, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710845947265625, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.9492597579956055, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 6.6141581535339355, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.2755899131298065, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.16627502441406, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.67584228515625, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.7728271484375, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.11001586914062, "std": 0.0}, "timestamp": 1694492921.0845673}
{"Loss/scores/fake": {"num": 8000, "mean": -0.31956867448613047, "std": 0.4734688833447014}, "Loss/signs/fake": {"num": 8000, "mean": -0.52575, "std": 0.8506391347098956}, "Loss/G/loss": {"num": 4000, "mean": 0.9321179714202881, "std": 0.284600696214137}, "Loss/pl_penalty": {"num": 496, "mean": 0.002182504238237837, "std": 0.005135836419853506}, "Loss/G/reg": {"num": 496, "mean": 0.004365008476475674, "std": 0.010271672839707011}, "Loss/scores/real": {"num": 4240, "mean": 0.28342838699244105, "std": 0.5616591992060878}, "Loss/signs/real": {"num": 4240, "mean": 0.3929245283018868, "std": 0.9195707232501151}, "Loss/D/loss": {"num": 4000, "mean": 1.2032856996059418, "std": 0.23664112837377782}, "Loss/r1_penalty": {"num": 240, "mean": 0.16903710514307022, "std": 0.1714581265057271}, "Loss/D/reg": {"num": 240, "mean": 0.0692375955482324, "std": 0.07022924929909416}, "Progress/tick": {"num": 1, "mean": 163.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 652.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 23924.298828125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.25749206542969, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.314373016357422, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07175421714782715, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710845947265625, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949483871459961, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 6.645638465881348, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.27690160274505615, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.08639526367188, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.5601348876953, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.6083221435547, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.67173767089844, "std": 0.0}, "timestamp": 1694493034.41145}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3404281909186393, "std": 0.526640460962546}, "Loss/signs/fake": {"num": 8000, "mean": -0.54375, "std": 0.8392472445590751}, "Loss/G/loss": {"num": 4000, "mean": 0.944298693060875, "std": 0.31473636134767313}, "Loss/pl_penalty": {"num": 504, "mean": 0.002579422165004034, "std": 0.0076456405766495775}, "Loss/G/reg": {"num": 504, "mean": 0.005158844330008068, "std": 0.015291281153299155}, "Loss/scores/real": {"num": 4256, "mean": 0.3003495450208622, "std": 0.5941965958978831}, "Loss/signs/real": {"num": 4256, "mean": 0.3881578947368421, "std": 0.9215928866660499}, "Loss/D/loss": {"num": 4000, "mean": 1.1900938885211945, "std": 0.2728839379457445}, "Loss/r1_penalty": {"num": 256, "mean": 0.17068484122864902, "std": 0.14456193688591062}, "Loss/D/reg": {"num": 256, "mean": 0.06991250836290419, "std": 0.05921256767019855}, "Progress/tick": {"num": 1, "mean": 164.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 656.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 24037.96484375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.59758758544922, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.399396896362305, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06940031051635742, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710845947265625, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948630332946777, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 6.677212715148926, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.2782171964645386, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.36082458496094, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.22732543945312, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.38156127929688, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.25497436523438, "std": 0.0}, "timestamp": 1694493148.0812383}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3519569747019559, "std": 0.5130769569105719}, "Loss/signs/fake": {"num": 8000, "mean": -0.5435, "std": 0.839409167212272}, "Loss/G/loss": {"num": 4000, "mean": 0.9514999269247055, "std": 0.3115720408194499}, "Loss/pl_penalty": {"num": 496, "mean": 0.002166277590966333, "std": 0.004562591214291689}, "Loss/G/reg": {"num": 496, "mean": 0.004332555181932666, "std": 0.009125182428583378}, "Loss/scores/real": {"num": 4256, "mean": 0.31932029395567296, "std": 0.5908964990338732}, "Loss/signs/real": {"num": 4256, "mean": 0.3858082706766917, "std": 0.9225789821351127}, "Loss/D/loss": {"num": 4000, "mean": 1.1786736187934876, "std": 0.24310769574826163}, "Loss/r1_penalty": {"num": 256, "mean": 0.20043130964040756, "std": 0.19888913981365436}, "Loss/D/reg": {"num": 256, "mean": 0.08209666353650391, "std": 0.081464985434047}, "Progress/tick": {"num": 1, "mean": 165.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 660.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 24151.494140625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.45654296875, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.3641357421875, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0721900463104248, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710845947265625, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949717044830322, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 6.7087483406066895, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.27953118085861206, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.818115234375, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.53146362304688, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.4890899658203, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.86732482910156, "std": 0.0}, "timestamp": 1694493731.690262}
{"Loss/scores/fake": {"num": 8000, "mean": -0.42223745137639346, "std": 0.561377699283018}, "Loss/signs/fake": {"num": 8000, "mean": -0.608, "std": 0.7939370252104382}, "Loss/G/loss": {"num": 4000, "mean": 1.0117573387622834, "std": 0.35255689693564113}, "Loss/pl_penalty": {"num": 504, "mean": 0.0017711384889913635, "std": 0.0029569515930489257}, "Loss/G/reg": {"num": 504, "mean": 0.003542276977982727, "std": 0.005913903186097851}, "Loss/scores/real": {"num": 4240, "mean": 0.3833120860299974, "std": 0.7307828490334551}, "Loss/signs/real": {"num": 4240, "mean": 0.3900943396226415, "std": 0.9207748944201157}, "Loss/D/loss": {"num": 4000, "mean": 1.1553824851512908, "std": 0.29389079291264886}, "Loss/r1_penalty": {"num": 240, "mean": 0.17418898592392604, "std": 0.12735687085243805}, "Loss/D/reg": {"num": 240, "mean": 0.07134780585765839, "std": 0.052165373282749956}, "Progress/tick": {"num": 1, "mean": 166.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 664.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 24735.1328125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.48567199707031, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.371417999267578, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 470.1524658203125, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711414337158203, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949690818786621, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 6.870870113372803, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.28628626465797424, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.95021057128906, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.69631958007812, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.0952911376953, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.3701171875, "std": 0.0}, "timestamp": 1694493845.2493675}
{"Loss/scores/fake": {"num": 8000, "mean": -0.36424388867244123, "std": 0.541543736621362}, "Loss/signs/fake": {"num": 8000, "mean": -0.52425, "std": 0.8515644059611698}, "Loss/G/loss": {"num": 4000, "mean": 0.9654860146045685, "std": 0.3295915120844025}, "Loss/pl_penalty": {"num": 496, "mean": 0.0025750845520486755, "std": 0.006483807088742314}, "Loss/G/reg": {"num": 496, "mean": 0.005150169104097351, "std": 0.012967614177484628}, "Loss/scores/real": {"num": 4256, "mean": 0.3118437027936815, "std": 0.5680804389108534}, "Loss/signs/real": {"num": 4256, "mean": 0.39896616541353386, "std": 0.9169656475873132}, "Loss/D/loss": {"num": 4000, "mean": 1.1813749804496765, "std": 0.2455275938961798}, "Loss/r1_penalty": {"num": 256, "mean": 0.18223853153176606, "std": 0.13663837650728658}, "Loss/D/reg": {"num": 256, "mean": 0.07464490248821676, "std": 0.0559670774586651}, "Progress/tick": {"num": 1, "mean": 167.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 668.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 24848.91796875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.7116470336914, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.42791175842285, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07342362403869629, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711414337158203, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948916435241699, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 6.902477264404297, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.2876031994819641, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.98912048339844, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.7720947265625, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.35948181152344, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.18067932128906, "std": 0.0}, "timestamp": 1694493959.032068}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3618207426611334, "std": 0.5807627291394274}, "Loss/signs/fake": {"num": 8000, "mean": -0.51875, "std": 0.8549259836383498}, "Loss/G/loss": {"num": 4000, "mean": 0.9623201478719712, "std": 0.3620861821291967}, "Loss/pl_penalty": {"num": 504, "mean": 0.0021958238230870356, "std": 0.005383076788929927}, "Loss/G/reg": {"num": 504, "mean": 0.004391647646174071, "std": 0.010766153577859854}, "Loss/scores/real": {"num": 4256, "mean": 0.3429542982257566, "std": 0.6102665257237903}, "Loss/signs/real": {"num": 4256, "mean": 0.4675751879699248, "std": 0.8839533039674039}, "Loss/D/loss": {"num": 4000, "mean": 1.18007444024086, "std": 0.2508639357530429}, "Loss/r1_penalty": {"num": 256, "mean": 0.19347035663668066, "std": 0.1606423422304425}, "Loss/D/reg": {"num": 256, "mean": 0.07924545486457646, "std": 0.06579910302210984}, "Progress/tick": {"num": 1, "mean": 168.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 672.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 24962.8359375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.84722137451172, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.46180534362793, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07106852531433105, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711414337158203, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948948383331299, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 6.934121131896973, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.2889217138290405, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.1273651123047, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.76185607910156, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.3369598388672, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.69573974609375, "std": 0.0}, "timestamp": 1694494072.9655266}
{"Loss/scores/fake": {"num": 8000, "mean": -0.333379087254405, "std": 0.46205149725121736}, "Loss/signs/fake": {"num": 8000, "mean": -0.55225, "std": 0.8336785576587656}, "Loss/G/loss": {"num": 4000, "mean": 0.9325465836524963, "std": 0.27767094609538706}, "Loss/pl_penalty": {"num": 496, "mean": 0.0021844002180695233, "std": 0.005124933660341927}, "Loss/G/reg": {"num": 496, "mean": 0.004368800436139047, "std": 0.010249867320683854}, "Loss/scores/real": {"num": 4240, "mean": 0.290853380591099, "std": 0.5049632187983125}, "Loss/signs/real": {"num": 4240, "mean": 0.4259433962264151, "std": 0.9047498124957569}, "Loss/D/loss": {"num": 4000, "mean": 1.1816223018169403, "std": 0.22673476876795987}, "Loss/r1_penalty": {"num": 240, "mean": 0.18586710343758264, "std": 0.08956336013443311}, "Loss/D/reg": {"num": 240, "mean": 0.07613116229573885, "std": 0.036685155790681594}, "Progress/tick": {"num": 1, "mean": 169.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 676.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 25076.439453125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.51792907714844, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.37948226928711, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.08622002601623535, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711414337158203, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950150489807129, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.00012799999967683107, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 6.965677738189697, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.29023656249046326, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.06275939941406, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.63487243652344, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.7301788330078, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.364990234375, "std": 0.0}, "timestamp": 1694494186.5525675}
{"Loss/scores/fake": {"num": 8000, "mean": -0.31332618235610427, "std": 0.4777915859807347}, "Loss/signs/fake": {"num": 8000, "mean": -0.4975, "std": 0.8674639761972828}, "Loss/G/loss": {"num": 4000, "mean": 0.9195380263328552, "std": 0.28129325045571}, "Loss/pl_penalty": {"num": 504, "mean": 0.002262707259173372, "std": 0.004574099449678638}, "Loss/G/reg": {"num": 504, "mean": 0.004525414518346744, "std": 0.009148198899357276}, "Loss/scores/real": {"num": 4256, "mean": 0.27468607357276004, "std": 0.5060638120265536}, "Loss/signs/real": {"num": 4256, "mean": 0.399906015037594, "std": 0.91655615165507}, "Loss/D/loss": {"num": 4000, "mean": 1.1972203686237335, "std": 0.21587732392272563}, "Loss/r1_penalty": {"num": 256, "mean": 0.183570493478328, "std": 0.11516944453897442}, "Loss/D/reg": {"num": 256, "mean": 0.07519047241657972, "std": 0.04717340296066002}, "Progress/tick": {"num": 1, "mean": 170.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 680.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 25190.375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.8653335571289, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.466333389282227, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06911706924438477, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711414337158203, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948906898498535, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.00012799999967683107, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 6.997326374053955, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.291555255651474, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.92906188964844, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.85299682617188, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.71334838867188, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.88473510742188, "std": 0.0}, "timestamp": 1694494300.4892383}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3426391343716532, "std": 0.5434383908907824}, "Loss/signs/fake": {"num": 8000, "mean": -0.48675, "std": 0.8735413198584255}, "Loss/G/loss": {"num": 4000, "mean": 0.9535699727535247, "std": 0.3420976019677232}, "Loss/pl_penalty": {"num": 496, "mean": 0.0024352616305658293, "std": 0.006836872278117096}, "Loss/G/reg": {"num": 496, "mean": 0.004870523261131659, "std": 0.013673744556234192}, "Loss/scores/real": {"num": 4240, "mean": 0.27439737925833124, "std": 0.5103806944980599}, "Loss/signs/real": {"num": 4240, "mean": 0.40849056603773587, "std": 0.9127625416602996}, "Loss/D/loss": {"num": 4000, "mean": 1.196817275285721, "std": 0.23555994193313343}, "Loss/r1_penalty": {"num": 240, "mean": 0.14563846538464228, "std": 0.0791730137685067}, "Loss/D/reg": {"num": 240, "mean": 0.059653514375289284, "std": 0.0324292644335112}, "Progress/tick": {"num": 1, "mean": 171.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 684.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 25303.9765625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.53111267089844, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.38277816772461, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0713338851928711, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711414337158203, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949883937835693, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 7.0288825035095215, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.29287010431289673, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.18470764160156, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.96051025390625, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.78956604003906, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.68505859375, "std": 0.0}, "timestamp": 1694494414.0898235}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3413364151827991, "std": 0.541145439756058}, "Loss/signs/fake": {"num": 8000, "mean": -0.5135, "std": 0.8580895932243905}, "Loss/G/loss": {"num": 4000, "mean": 0.9523823342323303, "std": 0.3244806762354026}, "Loss/pl_penalty": {"num": 504, "mean": 0.0022941126274721078, "std": 0.0046294044859038945}, "Loss/G/reg": {"num": 504, "mean": 0.0045882252549442155, "std": 0.009258808971807789}, "Loss/scores/real": {"num": 4256, "mean": 0.31051925384208445, "std": 0.6003924359160715}, "Loss/signs/real": {"num": 4256, "mean": 0.4031954887218045, "std": 0.9151138715342398}, "Loss/D/loss": {"num": 4000, "mean": 1.1972630746364594, "std": 0.2662327795206438}, "Loss/r1_penalty": {"num": 256, "mean": 0.18030506605282426, "std": 0.36334454016784157}, "Loss/D/reg": {"num": 256, "mean": 0.07385295361746103, "std": 0.14882592320299343}, "Progress/tick": {"num": 1, "mean": 172.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 688.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 25417.9140625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.86685180664062, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.466712951660156, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06947469711303711, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711414337158203, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948977947235107, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 7.0605316162109375, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.29418879747390747, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.603515625, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.90623474121094, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.46188354492188, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.3701171875, "std": 0.0}, "timestamp": 1694494528.0291765}
{"Loss/scores/fake": {"num": 8000, "mean": -0.32662057875841854, "std": 0.5099349715484066}, "Loss/signs/fake": {"num": 8000, "mean": -0.509, "std": 0.8607665188655981}, "Loss/G/loss": {"num": 4000, "mean": 0.9427041375637054, "std": 0.30499643776695545}, "Loss/pl_penalty": {"num": 496, "mean": 0.002182907233345172, "std": 0.004735386839531978}, "Loss/G/reg": {"num": 496, "mean": 0.004365814466690344, "std": 0.009470773679063956}, "Loss/scores/real": {"num": 4256, "mean": 0.2802720135112846, "std": 0.5402600696294505}, "Loss/signs/real": {"num": 4256, "mean": 0.3792293233082707, "std": 0.9253027182188276}, "Loss/D/loss": {"num": 4000, "mean": 1.2068599972724914, "std": 0.2449634699390222}, "Loss/r1_penalty": {"num": 256, "mean": 0.14754903363063931, "std": 0.07364472668202933}, "Loss/D/reg": {"num": 256, "mean": 0.060436083702370524, "std": 0.030164876238734015}, "Progress/tick": {"num": 1, "mean": 173.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 692.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 25531.666015625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.68098449707031, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.420246124267578, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07249283790588379, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711414337158203, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.951419353485107, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.00012799999967683107, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 7.092129707336426, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.2955054044723511, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.66700744628906, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.94207763671875, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.72198486328125, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.21446228027344, "std": 0.0}, "timestamp": 1694494641.7799306}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3664367767609656, "std": 0.6023753823252785}, "Loss/signs/fake": {"num": 8000, "mean": -0.50975, "std": 0.860322577583548}, "Loss/G/loss": {"num": 4000, "mean": 0.9772736159563065, "std": 0.38525895796619164}, "Loss/pl_penalty": {"num": 504, "mean": 0.001939632410612253, "std": 0.003884383300418746}, "Loss/G/reg": {"num": 504, "mean": 0.003879264821224506, "std": 0.007768766600837492}, "Loss/scores/real": {"num": 4240, "mean": 0.31279306192443057, "std": 0.6074399745120779}, "Loss/signs/real": {"num": 4240, "mean": 0.3910377358490566, "std": 0.9203746460773696}, "Loss/D/loss": {"num": 4000, "mean": 1.1873703753948213, "std": 0.27203060231141923}, "Loss/r1_penalty": {"num": 240, "mean": 0.14773065000772476, "std": 0.1026842237349705}, "Loss/D/reg": {"num": 240, "mean": 0.06051047282914321, "std": 0.04205945648339063}, "Progress/tick": {"num": 1, "mean": 174.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 696.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 25645.4375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.7002182006836, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.4250545501709, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0697784423828125, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711414337158203, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949795722961426, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 7.123732566833496, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.296822190284729, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.21337890625, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 161.0198974609375, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.5161590576172, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.3475799560547, "std": 0.0}, "timestamp": 1694494755.5528405}
{"Loss/scores/fake": {"num": 8000, "mean": -0.32368261118046937, "std": 0.5132577678536793}, "Loss/signs/fake": {"num": 8000, "mean": -0.51025, "std": 0.8600261260566449}, "Loss/G/loss": {"num": 4000, "mean": 0.9344043684005737, "std": 0.30462164954932425}, "Loss/pl_penalty": {"num": 496, "mean": 0.002206399361790729, "std": 0.004781288703343738}, "Loss/G/reg": {"num": 496, "mean": 0.004412798723581458, "std": 0.009562577406687476}, "Loss/scores/real": {"num": 4256, "mean": 0.2839686535508897, "std": 0.5713839945185397}, "Loss/signs/real": {"num": 4256, "mean": 0.38533834586466165, "std": 0.9227753568481802}, "Loss/D/loss": {"num": 4000, "mean": 1.2042276804447174, "std": 0.25839526726104667}, "Loss/r1_penalty": {"num": 256, "mean": 0.15605298383161426, "std": 0.11559374219194503}, "Loss/D/reg": {"num": 256, "mean": 0.06391929998062551, "std": 0.04734719646075375}, "Progress/tick": {"num": 1, "mean": 175.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 700.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 25759.216796875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.70724487304688, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.42681121826172, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07268095016479492, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711414337158203, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949466228485107, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 7.155337810516357, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.2981390953063965, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.65472412109375, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.89599609375, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.8612518310547, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.79461669921875, "std": 0.0}, "timestamp": 1694494869.3293693}
{"Loss/scores/fake": {"num": 8000, "mean": -0.31734179621748626, "std": 0.49301719264826493}, "Loss/signs/fake": {"num": 8000, "mean": -0.499, "std": 0.8666019847657862}, "Loss/G/loss": {"num": 4000, "mean": 0.9400004521608353, "std": 0.2968050679324999}, "Loss/pl_penalty": {"num": 504, "mean": 0.0018807131527287383, "std": 0.0033089987555790837}, "Loss/G/reg": {"num": 504, "mean": 0.0037614263054574766, "std": 0.0066179975111581675}, "Loss/scores/real": {"num": 4256, "mean": 0.25823846114869403, "std": 0.5175536750200093}, "Loss/signs/real": {"num": 4256, "mean": 0.35949248120300753, "std": 0.9331479818113015}, "Loss/D/loss": {"num": 4000, "mean": 1.2206007223129272, "std": 0.22953607850568292}, "Loss/r1_penalty": {"num": 256, "mean": 0.13619424286298454, "std": 0.1003507514290767}, "Loss/D/reg": {"num": 256, "mean": 0.05578516179230064, "std": 0.04110366567679001}, "Progress/tick": {"num": 1, "mean": 176.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 704.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 25873.130859375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.84590148925781, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.461475372314453, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0692896842956543, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711414337158203, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.951554775238037, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 7.186981201171875, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.2994575500488281, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.53273010253906, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 161.05062866210938, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.45574951171875, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.24928283691406, "std": 0.0}, "timestamp": 1694494983.261564}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3063161693513393, "std": 0.5028440072608663}, "Loss/signs/fake": {"num": 8000, "mean": -0.48675, "std": 0.8735413198584255}, "Loss/G/loss": {"num": 4000, "mean": 0.9261999187469483, "std": 0.3024504616150555}, "Loss/pl_penalty": {"num": 496, "mean": 0.002144762162295651, "std": 0.004343931368772584}, "Loss/G/reg": {"num": 496, "mean": 0.004289524324591302, "std": 0.008687862737545168}, "Loss/scores/real": {"num": 4240, "mean": 0.2655114119907595, "std": 0.5080834387182978}, "Loss/signs/real": {"num": 4240, "mean": 0.38349056603773585, "std": 0.9235447935861352}, "Loss/D/loss": {"num": 4000, "mean": 1.2154071543216705, "std": 0.2301270980763968}, "Loss/r1_penalty": {"num": 240, "mean": 0.14097520324091117, "std": 0.08917429966333922}, "Loss/D/reg": {"num": 240, "mean": 0.05774344286570946, "std": 0.03652578837427312}, "Progress/tick": {"num": 1, "mean": 177.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 708.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 25986.734375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.5170669555664, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.3792667388916, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.08628678321838379, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711414337158203, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950150966644287, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 7.218537330627441, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.30077239871025085, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.2777862548828, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 161.0373077392578, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.92678833007812, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.20729064941406, "std": 0.0}, "timestamp": 1694495096.8476374}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3347645640745759, "std": 0.5450512709600636}, "Loss/signs/fake": {"num": 8000, "mean": -0.49725, "std": 0.8676073060434657}, "Loss/G/loss": {"num": 4000, "mean": 0.9514163964986802, "std": 0.3266871812895223}, "Loss/pl_penalty": {"num": 504, "mean": 0.002692311055152603, "std": 0.007054410935222935}, "Loss/G/reg": {"num": 504, "mean": 0.005384622110305206, "std": 0.01410882187044587}, "Loss/scores/real": {"num": 4256, "mean": 0.28074157594430044, "std": 0.5791725462853718}, "Loss/signs/real": {"num": 4256, "mean": 0.38862781954887216, "std": 0.9213948219263495}, "Loss/D/loss": {"num": 4000, "mean": 1.2108329529762267, "std": 0.2641040029864304}, "Loss/r1_penalty": {"num": 256, "mean": 0.1334324365016073, "std": 0.06914931962327074}, "Loss/D/reg": {"num": 256, "mean": 0.05465392582118511, "std": 0.028323556537891734}, "Progress/tick": {"num": 1, "mean": 178.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 712.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 26100.646484375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.84276580810547, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.460691452026367, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0690159797668457, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711414337158203, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949579238891602, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 7.250179767608643, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.3020908236503601, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.29734802246094, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.66867065429688, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.9601287841797, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.28512573242188, "std": 0.0}, "timestamp": 1694495210.7626333}
{"Loss/scores/fake": {"num": 8000, "mean": -0.30587659957073626, "std": 0.4908669299824453}, "Loss/signs/fake": {"num": 8000, "mean": -0.48375, "std": 0.8752062256976924}, "Loss/G/loss": {"num": 4000, "mean": 0.9216796154975891, "std": 0.28949940719712997}, "Loss/pl_penalty": {"num": 496, "mean": 0.002061034351842658, "std": 0.004391758007033649}, "Loss/G/reg": {"num": 496, "mean": 0.004122068703685316, "std": 0.008783516014067298}, "Loss/scores/real": {"num": 4240, "mean": 0.2630437664968788, "std": 0.5113303013709478}, "Loss/signs/real": {"num": 4240, "mean": 0.3721698113207547, "std": 0.9281646575589235}, "Loss/D/loss": {"num": 4000, "mean": 1.2122618839740753, "std": 0.22201716414521902}, "Loss/r1_penalty": {"num": 240, "mean": 0.1563733696937561, "std": 0.09999272929256484}, "Loss/D/reg": {"num": 240, "mean": 0.06405053064227104, "std": 0.040957021498028795}, "Progress/tick": {"num": 1, "mean": 179.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 716.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 26214.224609375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.50574493408203, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.376436233520508, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0722208023071289, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711414337158203, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948958873748779, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 7.281729221343994, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.30340537428855896, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.2676544189453, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.8519744873047, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.841796875, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.52166748046875, "std": 0.0}, "timestamp": 1694495324.338124}
{"Loss/scores/fake": {"num": 8000, "mean": -0.36082287643477323, "std": 0.547501092541004}, "Loss/signs/fake": {"num": 8000, "mean": -0.5175, "std": 0.8556832065665424}, "Loss/G/loss": {"num": 4000, "mean": 0.970066892504692, "std": 0.34098229827484006}, "Loss/pl_penalty": {"num": 504, "mean": 0.002729574983407344, "std": 0.008235555281332964}, "Loss/G/reg": {"num": 504, "mean": 0.005459149966814688, "std": 0.01647111056266593}, "Loss/scores/real": {"num": 4256, "mean": 0.317769715499441, "std": 0.5702579381851817}, "Loss/signs/real": {"num": 4256, "mean": 0.40366541353383456, "std": 0.9149066804415401}, "Loss/D/loss": {"num": 4000, "mean": 1.1876976580619811, "std": 0.24350396718427836}, "Loss/r1_penalty": {"num": 256, "mean": 0.16073960857465863, "std": 0.1253890218299565}, "Loss/D/reg": {"num": 256, "mean": 0.06583894067443907, "std": 0.05135934337281639}, "Progress/tick": {"num": 1, "mean": 180.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 720.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 26328.150390625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.85645294189453, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.464113235473633, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06974625587463379, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711414337158203, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949883937835693, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 7.313375473022461, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.30472397804260254, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.36492919921875, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.6973419189453, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.1505889892578, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.23391723632812, "std": 0.0}, "timestamp": 1694495908.513263}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3258677520863712, "std": 0.5210105545884577}, "Loss/signs/fake": {"num": 8000, "mean": -0.4975, "std": 0.8674639761972828}, "Loss/G/loss": {"num": 4000, "mean": 0.9383496090173721, "std": 0.319698716361223}, "Loss/pl_penalty": {"num": 496, "mean": 0.0021465138378252667, "std": 0.004875988507213019}, "Loss/G/reg": {"num": 496, "mean": 0.004293027675650533, "std": 0.009751977014426039}, "Loss/scores/real": {"num": 4256, "mean": 0.2860741928793994, "std": 0.5616011593915334}, "Loss/signs/real": {"num": 4256, "mean": 0.3890977443609023, "std": 0.9211964748810418}, "Loss/D/loss": {"num": 4000, "mean": 1.2029434907436372, "std": 0.2428111864898113}, "Loss/r1_penalty": {"num": 256, "mean": 0.14907189144287258, "std": 0.09389890792805997}, "Loss/D/reg": {"num": 256, "mean": 0.06105984502937645, "std": 0.038460992134036066}, "Progress/tick": {"num": 1, "mean": 181.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 724.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 26911.8046875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.33413696289062, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.333534240722656, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 470.3186950683594, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711200714111328, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948928356170654, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 7.47550106048584, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.31147921085357666, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.97068786621094, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.289794921875, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.0655975341797, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.05471801757812, "std": 0.0}, "timestamp": 1694496021.9177647}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3391958372704685, "std": 0.53313609421064}, "Loss/signs/fake": {"num": 8000, "mean": -0.51475, "std": 0.8573403276995664}, "Loss/G/loss": {"num": 4000, "mean": 0.9503675285577774, "std": 0.3156314897700912}, "Loss/pl_penalty": {"num": 504, "mean": 0.0026005357097361294, "std": 0.007241964615485744}, "Loss/G/reg": {"num": 504, "mean": 0.005201071419472259, "std": 0.014483929230971488}, "Loss/scores/real": {"num": 4240, "mean": 0.2978665503198808, "std": 0.5617162021356259}, "Loss/signs/real": {"num": 4240, "mean": 0.39622641509433965, "std": 0.9181528347619954}, "Loss/D/loss": {"num": 4000, "mean": 1.1966139438152312, "std": 0.2575594550656237}, "Loss/r1_penalty": {"num": 240, "mean": 0.15854666978120804, "std": 0.13109328033764941}, "Loss/D/reg": {"num": 240, "mean": 0.06494071508447329, "std": 0.05369580606842748}, "Progress/tick": {"num": 1, "mean": 182.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 728.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 27025.369140625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.49526977539062, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.373817443847656, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07036185264587402, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711200714111328, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.951419353485107, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 7.507047176361084, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.31279364228248596, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.8877410888672, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.66867065429688, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.85874938964844, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.29330444335938, "std": 0.0}, "timestamp": 1694496135.4859145}
{"Loss/scores/fake": {"num": 8000, "mean": -0.35391749466583133, "std": 0.5360789271841011}, "Loss/signs/fake": {"num": 8000, "mean": -0.5075, "std": 0.8616517568020158}, "Loss/G/loss": {"num": 4000, "mean": 0.9631103928089142, "std": 0.3328553240321653}, "Loss/pl_penalty": {"num": 496, "mean": 0.0022632993110868658, "std": 0.00608963573858467}, "Loss/G/reg": {"num": 496, "mean": 0.0045265986221737315, "std": 0.01217927147716934}, "Loss/scores/real": {"num": 4256, "mean": 0.3131629619887449, "std": 0.6029938952619839}, "Loss/signs/real": {"num": 4256, "mean": 0.3825187969924812, "std": 0.9239477095309155}, "Loss/D/loss": {"num": 4000, "mean": 1.1938647274971008, "std": 0.24729789680838146}, "Loss/r1_penalty": {"num": 256, "mean": 0.14678440894931555, "std": 0.08305427556918529}, "Loss/D/reg": {"num": 256, "mean": 0.06012289202772081, "std": 0.034019030710609084}, "Progress/tick": {"num": 1, "mean": 183.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 732.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 27138.947265625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.50469207763672, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.37617301940918, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07288670539855957, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711200714111328, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949795722961426, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 7.5385966300964355, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.3141081929206848, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.17958068847656, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.7362518310547, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.8745574951172, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.38035583496094, "std": 0.0}, "timestamp": 1694496249.0612745}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3712653790563345, "std": 0.563693635679925}, "Loss/signs/fake": {"num": 8000, "mean": -0.52475, "std": 0.8512563876412323}, "Loss/G/loss": {"num": 4000, "mean": 0.9763196561336517, "std": 0.3456990197930282}, "Loss/pl_penalty": {"num": 504, "mean": 0.0022553850412516604, "std": 0.004488932458688688}, "Loss/G/reg": {"num": 504, "mean": 0.004510770082503321, "std": 0.008977864917377376}, "Loss/scores/real": {"num": 4256, "mean": 0.3116361099554408, "std": 0.6139933861565049}, "Loss/signs/real": {"num": 4256, "mean": 0.37593984962406013, "std": 0.9266440683804322}, "Loss/D/loss": {"num": 4000, "mean": 1.1835392253398895, "std": 0.2643113225726783}, "Loss/r1_penalty": {"num": 256, "mean": 0.16294110659509897, "std": 0.1326249437569465}, "Loss/D/reg": {"num": 256, "mean": 0.06674067652784288, "std": 0.054323173569683116}, "Progress/tick": {"num": 1, "mean": 184.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 736.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 27252.681640625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.66366577148438, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.415916442871094, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07065486907958984, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711200714111328, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.951554775238037, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 7.570189476013184, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.3154245615005493, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.93382263183594, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.38092041015625, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.93760681152344, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.64614868164062, "std": 0.0}, "timestamp": 1694496362.8104937}
{"Loss/scores/fake": {"num": 8000, "mean": -0.33677628995664416, "std": 0.49900528089119384}, "Loss/signs/fake": {"num": 8000, "mean": -0.512, "std": 0.8589854480723175}, "Loss/G/loss": {"num": 4000, "mean": 0.9456330354213714, "std": 0.3074803450476253}, "Loss/pl_penalty": {"num": 496, "mean": 0.0023948029481670667, "std": 0.006226262380547959}, "Loss/G/reg": {"num": 496, "mean": 0.004789605896334133, "std": 0.012452524761095918}, "Loss/scores/real": {"num": 4240, "mean": 0.29483819850632603, "std": 0.554896213782211}, "Loss/signs/real": {"num": 4240, "mean": 0.3891509433962264, "std": 0.9211740027018929}, "Loss/D/loss": {"num": 4000, "mean": 1.192221536874771, "std": 0.22301067553265463}, "Loss/r1_penalty": {"num": 240, "mean": 0.1724241924782594, "std": 0.10434013607340559}, "Loss/D/reg": {"num": 240, "mean": 0.0706249492863814, "std": 0.042737714771240595}, "Progress/tick": {"num": 1, "mean": 185.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 740.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 27366.10546875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.33922576904297, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.334806442260742, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.08556437492370605, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711139678955078, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.95059061050415, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.00012799999967683107, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 7.601696014404297, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.3167373538017273, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.93177795410156, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.61849975585938, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.01747131347656, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.9144287109375, "std": 0.0}, "timestamp": 1694496476.2200444}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3324866242259741, "std": 0.5089413632737098}, "Loss/signs/fake": {"num": 8000, "mean": -0.53575, "std": 0.8443766561789828}, "Loss/G/loss": {"num": 4000, "mean": 0.9445983595848083, "std": 0.3150779869693171}, "Loss/pl_penalty": {"num": 504, "mean": 0.0021106336045906776, "std": 0.004430125460239628}, "Loss/G/reg": {"num": 504, "mean": 0.004221267209181355, "std": 0.008860250920479255}, "Loss/scores/real": {"num": 4256, "mean": 0.27279031192673775, "std": 0.5269212655196839}, "Loss/signs/real": {"num": 4256, "mean": 0.38533834586466165, "std": 0.9227753568481802}, "Loss/D/loss": {"num": 4000, "mean": 1.1972348296642303, "std": 0.229648630733562}, "Loss/r1_penalty": {"num": 256, "mean": 0.1547669842839241, "std": 0.07653347397779878}, "Loss/D/reg": {"num": 256, "mean": 0.06339255510829389, "std": 0.0313481108368653}, "Progress/tick": {"num": 1, "mean": 186.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 744.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 27479.822265625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.64552307128906, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.411380767822266, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07031679153442383, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711139678955078, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.952836990356445, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 7.633284091949463, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.3180534839630127, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.6143341064453, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.616455078125, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.71026611328125, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.21856689453125, "std": 0.0}, "timestamp": 1694496589.938678}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3483460971415043, "std": 0.5373759282274394}, "Loss/signs/fake": {"num": 8000, "mean": -0.50725, "std": 0.8617989542230833}, "Loss/G/loss": {"num": 4000, "mean": 0.9540559123754502, "std": 0.3240629219213526}, "Loss/pl_penalty": {"num": 496, "mean": 0.0025050691495585677, "std": 0.009500884199433067}, "Loss/G/reg": {"num": 496, "mean": 0.0050101382991171355, "std": 0.019001768398866133}, "Loss/scores/real": {"num": 4240, "mean": 0.31625914747984907, "std": 0.5805886777626867}, "Loss/signs/real": {"num": 4240, "mean": 0.4075471698113208, "std": 0.913184156881175}, "Loss/D/loss": {"num": 4000, "mean": 1.1891190252304078, "std": 0.25634255213076707}, "Loss/r1_penalty": {"num": 240, "mean": 0.17665490408738455, "std": 0.13510828499921768}, "Loss/D/reg": {"num": 240, "mean": 0.07235784816245237, "std": 0.05534035285415789}, "Progress/tick": {"num": 1, "mean": 187.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 748.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 27593.21875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.3232192993164, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.3308048248291, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07311701774597168, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711139678955078, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949579238891602, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.00012799999967683107, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 7.664783000946045, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.3193659484386444, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.88467407226562, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.73829650878906, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 216.06297302246094, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.33631896972656, "std": 0.0}, "timestamp": 1694496703.3323138}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3548838838301599, "std": 0.509987426521171}, "Loss/signs/fake": {"num": 8000, "mean": -0.53925, "std": 0.8421457341220698}, "Loss/G/loss": {"num": 4000, "mean": 0.9598242667913437, "std": 0.31248993687289706}, "Loss/pl_penalty": {"num": 504, "mean": 0.002326391099135406, "std": 0.005296402027221848}, "Loss/G/reg": {"num": 504, "mean": 0.004652782198270812, "std": 0.010592804054443695}, "Loss/scores/real": {"num": 4256, "mean": 0.29802314610801695, "std": 0.5222328877922288}, "Loss/signs/real": {"num": 4256, "mean": 0.40883458646616544, "std": 0.9126085036361646}, "Loss/D/loss": {"num": 4000, "mean": 1.1834905581474304, "std": 0.22582468674734338}, "Loss/r1_penalty": {"num": 256, "mean": 0.16660373657941818, "std": 0.110163781129931}, "Loss/D/reg": {"num": 256, "mean": 0.06824088946450502, "std": 0.04512308356804542}, "Progress/tick": {"num": 1, "mean": 188.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 752.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 27706.87109375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.58209228515625, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.395523071289062, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07041192054748535, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711139678955078, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949351787567139, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 7.696352958679199, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.3206813633441925, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.76690673828125, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.52224731445312, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.55564880371094, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.64614868164062, "std": 0.0}, "timestamp": 1694496816.9870012}
{"Loss/scores/fake": {"num": 8000, "mean": -0.31209121209569274, "std": 0.4692579973351764}, "Loss/signs/fake": {"num": 8000, "mean": -0.50325, "std": 0.8641408666994057}, "Loss/G/loss": {"num": 4000, "mean": 0.9202142162322998, "std": 0.2757589385257336}, "Loss/pl_penalty": {"num": 496, "mean": 0.0016500419681711542, "std": 0.002932783644523107}, "Loss/G/reg": {"num": 496, "mean": 0.0033000839363423085, "std": 0.005865567289046214}, "Loss/scores/real": {"num": 4256, "mean": 0.26535082341668975, "std": 0.4941476046718242}, "Loss/signs/real": {"num": 4256, "mean": 0.3792293233082707, "std": 0.9253027182188276}, "Loss/D/loss": {"num": 4000, "mean": 1.1986994931697845, "std": 0.20981202619183972}, "Loss/r1_penalty": {"num": 256, "mean": 0.18928985763341188, "std": 0.2262091034391319}, "Loss/D/reg": {"num": 256, "mean": 0.0775331238983199, "std": 0.09265524420610645}, "Progress/tick": {"num": 1, "mean": 189.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 756.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 27820.3046875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.3612289428711, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.340307235717773, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07260823249816895, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711139678955078, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949883937835693, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 7.727862358093262, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.32199427485466003, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.4904327392578, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.6993865966797, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.0964813232422, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.61541748046875, "std": 0.0}, "timestamp": 1694496930.4184709}
{"Loss/scores/fake": {"num": 8000, "mean": -0.36732332837209103, "std": 0.5285926881989218}, "Loss/signs/fake": {"num": 8000, "mean": -0.5295, "std": 0.8483099374638965}, "Loss/G/loss": {"num": 4000, "mean": 0.9724420237541199, "std": 0.32305867198799226}, "Loss/pl_penalty": {"num": 504, "mean": 0.0021195118481825504, "std": 0.004742719833922614}, "Loss/G/reg": {"num": 504, "mean": 0.004239023696365101, "std": 0.009485439667845229}, "Loss/scores/real": {"num": 4240, "mean": 0.3157751756737817, "std": 0.5315797638847058}, "Loss/signs/real": {"num": 4240, "mean": 0.44716981132075473, "std": 0.8944490817499678}, "Loss/D/loss": {"num": 4000, "mean": 1.1805879530906678, "std": 0.21802135914751797}, "Loss/r1_penalty": {"num": 240, "mean": 0.15450278272231419, "std": 0.06420035708058247}, "Loss/D/reg": {"num": 240, "mean": 0.06328433901071548, "std": 0.026296465369909656}, "Progress/tick": {"num": 1, "mean": 190.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 760.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 27933.677734375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.29749298095703, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.324373245239258, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07549810409545898, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710960388183594, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.9489288330078125, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 7.759355068206787, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.32330644130706787, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.65017700195312, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.5939178466797, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.11328125, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.49664306640625, "std": 0.0}, "timestamp": 1694497043.7935472}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3129882670212537, "std": 0.4820743302500071}, "Loss/signs/fake": {"num": 8000, "mean": -0.5055, "std": 0.8628266048285715}, "Loss/G/loss": {"num": 4000, "mean": 0.9208399171829224, "std": 0.2932434418249164}, "Loss/pl_penalty": {"num": 496, "mean": 0.001754571675255354, "std": 0.003722736546619957}, "Loss/G/reg": {"num": 496, "mean": 0.003509143350510708, "std": 0.007445473093239914}, "Loss/scores/real": {"num": 4256, "mean": 0.27469569512229774, "std": 0.47728642876213195}, "Loss/signs/real": {"num": 4256, "mean": 0.4276315789473684, "std": 0.9039531142083536}, "Loss/D/loss": {"num": 4000, "mean": 1.195748423576355, "std": 0.19655415186511796}, "Loss/r1_penalty": {"num": 256, "mean": 0.18260530475527048, "std": 0.09810871744187408}, "Loss/D/reg": {"num": 256, "mean": 0.07479513064026833, "std": 0.04018533033204663}, "Progress/tick": {"num": 1, "mean": 191.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 764.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 28047.05078125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.30113220214844, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.32528305053711, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07232451438903809, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.710960388183594, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.951419830322266, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 7.790847301483154, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.3246186375617981, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.12940979003906, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.23756408691406, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.09426879882812, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.55807495117188, "std": 0.0}, "timestamp": 1694497157.164531}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3918749258182943, "std": 0.5870249682048345}, "Loss/signs/fake": {"num": 8000, "mean": -0.5345, "std": 0.845168474329231}, "Loss/G/loss": {"num": 4000, "mean": 0.9906664199829102, "std": 0.38591760296955147}, "Loss/pl_penalty": {"num": 504, "mean": 0.0019910558781010054, "std": 0.004027905922141096}, "Loss/G/reg": {"num": 504, "mean": 0.003982111756202011, "std": 0.008055811844282192}, "Loss/scores/real": {"num": 4256, "mean": 0.3540168938934243, "std": 0.622919245858998}, "Loss/signs/real": {"num": 4256, "mean": 0.41541353383458646, "std": 0.9096326708661364}, "Loss/D/loss": {"num": 4000, "mean": 1.1649164078235625, "std": 0.2459101220960148}, "Loss/r1_penalty": {"num": 256, "mean": 0.17958845756947994, "std": 0.13281695262805782}, "Loss/D/reg": {"num": 256, "mean": 0.0735594283323735, "std": 0.05440182497713199}, "Progress/tick": {"num": 1, "mean": 192.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 768.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 28160.513671875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.39266204833984, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.34816551208496, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06984639167785645, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711139678955078, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949466705322266, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 7.822364807128906, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.3259318768978119, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.6829376220703, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.62771606445312, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.3488006591797, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.54783630371094, "std": 0.0}, "timestamp": 1694497270.6427763}
{"Loss/scores/fake": {"num": 8000, "mean": -0.351627660093829, "std": 0.5326329097671344}, "Loss/signs/fake": {"num": 8000, "mean": -0.5165, "std": 0.8562871889734192}, "Loss/G/loss": {"num": 4000, "mean": 0.9544689793586731, "std": 0.3284416025879709}, "Loss/pl_penalty": {"num": 496, "mean": 0.0024011821965799636, "std": 0.00554800139022928}, "Loss/G/reg": {"num": 496, "mean": 0.004802364393159927, "std": 0.01109600278045856}, "Loss/scores/real": {"num": 4240, "mean": 0.3156140216257212, "std": 0.5651197725821862}, "Loss/signs/real": {"num": 4240, "mean": 0.43254716981132074, "std": 0.9016113053240938}, "Loss/D/loss": {"num": 4000, "mean": 1.180499434709549, "std": 0.24006245338623192}, "Loss/r1_penalty": {"num": 240, "mean": 0.17558758209149042, "std": 0.10366179855541251}, "Loss/D/reg": {"num": 240, "mean": 0.07192067280411721, "std": 0.04245986974533598}, "Progress/tick": {"num": 1, "mean": 193.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 772.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 28273.685546875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.08607482910156, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.27151870727539, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.08559465408325195, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711139678955078, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.951555252075195, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 7.853801250457764, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.3272417187690735, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.9747772216797, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 159.9621124267578, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.7184600830078, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.52120971679688, "std": 0.0}, "timestamp": 1694497383.7988076}
{"Loss/scores/fake": {"num": 8000, "mean": -0.36635176519677043, "std": 0.526413456758576}, "Loss/signs/fake": {"num": 8000, "mean": -0.54575, "std": 0.8379480517908017}, "Loss/G/loss": {"num": 4000, "mean": 0.9636984922885895, "std": 0.3196567959158753}, "Loss/pl_penalty": {"num": 504, "mean": 0.0024261992338800893, "std": 0.006143263038364077}, "Loss/G/reg": {"num": 504, "mean": 0.004852398467760179, "std": 0.012286526076728154}, "Loss/scores/real": {"num": 4256, "mean": 0.33111669817813355, "std": 0.6075852532821086}, "Loss/signs/real": {"num": 4256, "mean": 0.3956766917293233, "std": 0.9183898712541085}, "Loss/D/loss": {"num": 4000, "mean": 1.17490478515625, "std": 0.2503867200407089}, "Loss/r1_penalty": {"num": 256, "mean": 0.1739312494173646, "std": 0.11622770453847861}, "Loss/D/reg": {"num": 256, "mean": 0.07124223746359348, "std": 0.04760686591734214}, "Progress/tick": {"num": 1, "mean": 194.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 776.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 28387.17578125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.42144012451172, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.35536003112793, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.06994771957397461, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711021423339844, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950563430786133, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 7.885326862335205, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.32855528593063354, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.14784240722656, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.45875549316406, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.57919311523438, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.3041229248047, "std": 0.0}, "timestamp": 1694497497.2926192}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3434261982366443, "std": 0.5155426699827975}, "Loss/signs/fake": {"num": 8000, "mean": -0.52125, "std": 0.853404029460841}, "Loss/G/loss": {"num": 4000, "mean": 0.9409188141822815, "std": 0.3128468298797187}, "Loss/pl_penalty": {"num": 496, "mean": 0.002307260345626292, "std": 0.004703387684629115}, "Loss/G/reg": {"num": 496, "mean": 0.004614520691252584, "std": 0.00940677536925823}, "Loss/scores/real": {"num": 4240, "mean": 0.2999896200760356, "std": 0.545453647081042}, "Loss/signs/real": {"num": 4240, "mean": 0.405188679245283, "std": 0.9142330852750097}, "Loss/D/loss": {"num": 4000, "mean": 1.1784955089092255, "std": 0.23658903393935737}, "Loss/r1_penalty": {"num": 240, "mean": 0.18499040454626084, "std": 0.15379968314483808}, "Loss/D/reg": {"num": 240, "mean": 0.0757720688978831, "std": 0.06299634686778115}, "Progress/tick": {"num": 1, "mean": 195.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 780.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 28500.33203125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.08280181884766, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.270700454711914, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07238078117370605, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711139678955078, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950151443481445, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 7.916759014129639, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.3298649489879608, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.72288513183594, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.70040893554688, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.6570281982422, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.63999938964844, "std": 0.0}, "timestamp": 1694498078.4347262}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3098402389809489, "std": 0.4701257776047115}, "Loss/signs/fake": {"num": 8000, "mean": -0.512, "std": 0.8589854480723175}, "Loss/G/loss": {"num": 4000, "mean": 0.9190515568256378, "std": 0.2772755982373593}, "Loss/pl_penalty": {"num": 504, "mean": 0.0025186332313173877, "std": 0.007427313900995554}, "Loss/G/reg": {"num": 504, "mean": 0.005037266462634775, "std": 0.014854627801991108}, "Loss/scores/real": {"num": 4256, "mean": 0.25629009913891215, "std": 0.49032813085258425}, "Loss/signs/real": {"num": 4256, "mean": 0.3782894736842105, "std": 0.9256873522414159}, "Loss/D/loss": {"num": 4000, "mean": 1.2006461601257323, "std": 0.21143803978855713}, "Loss/r1_penalty": {"num": 256, "mean": 0.17863367358222604, "std": 0.09657088016203359}, "Loss/D/reg": {"num": 256, "mean": 0.07316835015080869, "std": 0.03955543058758368}, "Progress/tick": {"num": 1, "mean": 196.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 784.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 29081.599609375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.20805358886719, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.302013397216797, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 468.0592956542969, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7115936279296875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948907852172852, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 8.078222274780273, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.33659258484840393, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.28358459472656, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.69529724121094, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.04818725585938, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.29286193847656, "std": 0.0}, "timestamp": 1694498191.7158654}
{"Loss/scores/fake": {"num": 8000, "mean": -0.28829055294394496, "std": 0.457756720153232}, "Loss/signs/fake": {"num": 8000, "mean": -0.5015, "std": 0.8651576445943249}, "Loss/G/loss": {"num": 4000, "mean": 0.9056960186958313, "std": 0.2624559918084285}, "Loss/pl_penalty": {"num": 496, "mean": 0.001856458215643802, "std": 0.003313003587675693}, "Loss/G/reg": {"num": 496, "mean": 0.003712916431287604, "std": 0.006626007175351386}, "Loss/scores/real": {"num": 4256, "mean": 0.24172577671916748, "std": 0.4637068220980856}, "Loss/signs/real": {"num": 4256, "mean": 0.3975563909774436, "std": 0.9175777438413543}, "Loss/D/loss": {"num": 4000, "mean": 1.2157398841381073, "std": 0.20880243439395657}, "Loss/r1_penalty": {"num": 256, "mean": 0.15042235236614943, "std": 0.06552595392052357}, "Loss/D/reg": {"num": 256, "mean": 0.06161299464292824, "std": 0.026839429089542337}, "Progress/tick": {"num": 1, "mean": 197.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 788.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 29194.841796875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.16963195800781, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.292407989501953, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07309913635253906, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7115936279296875, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949352264404297, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 8.109678268432617, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.3379032611846924, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.61843872070312, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.25599670410156, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.78707885742188, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.42906188964844, "std": 0.0}, "timestamp": 1694498304.9556355}
{"Loss/scores/fake": {"num": 8000, "mean": -0.34352011873200533, "std": 0.5117101259414274}, "Loss/signs/fake": {"num": 8000, "mean": -0.52175, "std": 0.8530984336522954}, "Loss/G/loss": {"num": 4000, "mean": 0.9498750276565552, "std": 0.30628008715810856}, "Loss/pl_penalty": {"num": 504, "mean": 0.002065116073012293, "std": 0.004066550690918521}, "Loss/G/reg": {"num": 504, "mean": 0.004130232146024586, "std": 0.008133101381837041}, "Loss/scores/real": {"num": 4240, "mean": 0.2878410772438038, "std": 0.5281737724919422}, "Loss/signs/real": {"num": 4240, "mean": 0.435377358490566, "std": 0.9002480523243453}, "Loss/D/loss": {"num": 4000, "mean": 1.1908596930503845, "std": 0.23616162669969953}, "Loss/r1_penalty": {"num": 240, "mean": 0.16838049739599228, "std": 0.0980706377969021}, "Loss/D/reg": {"num": 240, "mean": 0.06896865020195643, "std": 0.04016972944491396}, "Progress/tick": {"num": 1, "mean": 198.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 792.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 29308.103515625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.19091033935547, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.297727584838867, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0701291561126709, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7116546630859375, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949884414672852, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 8.14113998413086, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.33921414613723755, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.4832305908203, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.27955627441406, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.66522216796875, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.39776611328125, "std": 0.0}, "timestamp": 1694498418.2194808}
{"Loss/scores/fake": {"num": 8000, "mean": -0.30890748083405195, "std": 0.4646768413994421}, "Loss/signs/fake": {"num": 8000, "mean": -0.5345, "std": 0.845168474329231}, "Loss/G/loss": {"num": 4000, "mean": 0.9188543020486831, "std": 0.2805020911189634}, "Loss/pl_penalty": {"num": 496, "mean": 0.0020076587773679246, "std": 0.004975706890237475}, "Loss/G/reg": {"num": 496, "mean": 0.004015317554735849, "std": 0.00995141378047495}, "Loss/scores/real": {"num": 4256, "mean": 0.2631586861859699, "std": 0.5005763463326117}, "Loss/signs/real": {"num": 4256, "mean": 0.3848684210526316, "std": 0.9229714505207918}, "Loss/D/loss": {"num": 4000, "mean": 1.2068145649433135, "std": 0.20825197652127914}, "Loss/r1_penalty": {"num": 256, "mean": 0.1664467635564506, "std": 0.10647572566436249}, "Loss/D/reg": {"num": 256, "mean": 0.06817659200169146, "std": 0.043612459869805206}, "Progress/tick": {"num": 1, "mean": 199.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 796.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 29421.623046875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.44697570800781, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.361743927001953, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07294440269470215, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7116546630859375, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.94838285446167, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 8.172673225402832, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.34052804112434387, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.07923889160156, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.53964233398438, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.14956665039062, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.38648986816406, "std": 0.0}, "timestamp": 1694498531.7369995}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3194023041445762, "std": 0.4788506762750429}, "Loss/signs/fake": {"num": 8000, "mean": -0.52525, "std": 0.8509479640377547}, "Loss/G/loss": {"num": 4000, "mean": 0.9285715448856354, "std": 0.2887569058569824}, "Loss/pl_penalty": {"num": 504, "mean": 0.002134403712319447, "std": 0.005529721335042761}, "Loss/G/reg": {"num": 504, "mean": 0.004268807424638894, "std": 0.011059442670085523}, "Loss/scores/real": {"num": 4256, "mean": 0.28678711263210815, "std": 0.5477720077054085}, "Loss/signs/real": {"num": 4256, "mean": 0.38956766917293234, "std": 0.9209978453477341}, "Loss/D/loss": {"num": 4000, "mean": 1.2017898375988008, "std": 0.2134910821576475}, "Loss/r1_penalty": {"num": 256, "mean": 0.1505853207781911, "std": 0.06932637814896157}, "Loss/D/reg": {"num": 256, "mean": 0.06167974532581866, "std": 0.028396085998182205}, "Progress/tick": {"num": 1, "mean": 200.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 800.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 29535.36328125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.66949462890625, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.417373657226562, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07053756713867188, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7116546630859375, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.951419830322266, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 8.204267501831055, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.34184446930885315, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.4417266845703, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.49766540527344, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.8730926513672, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.9185333251953, "std": 0.0}, "timestamp": 1694498645.49223}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3444342845249921, "std": 0.5016198647613386}, "Loss/signs/fake": {"num": 8000, "mean": -0.55525, "std": 0.8316834959887084}, "Loss/G/loss": {"num": 4000, "mean": 0.9431134856939316, "std": 0.30613863410765607}, "Loss/pl_penalty": {"num": 496, "mean": 0.002046142075766599, "std": 0.005015881334653519}, "Loss/G/reg": {"num": 496, "mean": 0.004092284151533198, "std": 0.010031762669307038}, "Loss/scores/real": {"num": 4240, "mean": 0.3163266099286529, "std": 0.6074788624460542}, "Loss/signs/real": {"num": 4240, "mean": 0.41320754716981134, "std": 0.9106368776641478}, "Loss/D/loss": {"num": 4000, "mean": 1.18375040268898, "std": 0.24038146781245023}, "Loss/r1_penalty": {"num": 240, "mean": 0.16943180014689763, "std": 0.12303310199723355}, "Loss/D/reg": {"num": 240, "mean": 0.06939926271637281, "std": 0.05039435672228009}, "Progress/tick": {"num": 1, "mean": 201.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 804.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 29648.771484375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.32369232177734, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.330923080444336, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.08573269844055176, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7116546630859375, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949466705322266, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.00012799999967683107, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 8.235770225524902, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.3431570827960968, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.1908416748047, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.3758087158203, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.45472717285156, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.8970184326172, "std": 0.0}, "timestamp": 1694498758.8863394}
{"Loss/scores/fake": {"num": 8000, "mean": -0.33896339968033135, "std": 0.5037176485852073}, "Loss/signs/fake": {"num": 8000, "mean": -0.51625, "std": 0.8564379355796893}, "Loss/G/loss": {"num": 4000, "mean": 0.942929697394371, "std": 0.31133863858258765}, "Loss/pl_penalty": {"num": 504, "mean": 0.0020015326736029238, "std": 0.004882863404028992}, "Loss/G/reg": {"num": 504, "mean": 0.0040030653472058475, "std": 0.009765726808057984}, "Loss/scores/real": {"num": 4256, "mean": 0.3134781857742403, "std": 0.5541137287204068}, "Loss/signs/real": {"num": 4256, "mean": 0.4205827067669173, "std": 0.9072542018467664}, "Loss/D/loss": {"num": 4000, "mean": 1.1854391210079194, "std": 0.21933663548120352}, "Loss/r1_penalty": {"num": 256, "mean": 0.1763708177022636, "std": 0.10120335933862211}, "Loss/D/reg": {"num": 256, "mean": 0.07224148558452725, "std": 0.04145289537060856}, "Progress/tick": {"num": 1, "mean": 202.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 808.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 29762.546875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.70401000976562, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.426002502441406, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07042932510375977, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7116546630859375, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.951555252075195, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 8.267374038696289, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.3444739282131195, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.3198699951172, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.5918731689453, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.23968505859375, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.96255493164062, "std": 0.0}, "timestamp": 1694498872.6635587}
{"Loss/scores/fake": {"num": 8000, "mean": -0.33441673036292197, "std": 0.5122155965316053}, "Loss/signs/fake": {"num": 8000, "mean": -0.5445, "std": 0.8387608419567523}, "Loss/G/loss": {"num": 4000, "mean": 0.9389020699262619, "std": 0.3140470613981236}, "Loss/pl_penalty": {"num": 496, "mean": 0.0020821340200904335, "std": 0.004925065334941766}, "Loss/G/reg": {"num": 496, "mean": 0.004164268040180867, "std": 0.009850130669883533}, "Loss/scores/real": {"num": 4240, "mean": 0.3056935276906445, "std": 0.568632986604526}, "Loss/signs/real": {"num": 4240, "mean": 0.41509433962264153, "std": 0.9097783736785806}, "Loss/D/loss": {"num": 4000, "mean": 1.1872887423038483, "std": 0.22753989940518438}, "Loss/r1_penalty": {"num": 240, "mean": 0.16375114719072978, "std": 0.10752439733679925}, "Loss/D/reg": {"num": 240, "mean": 0.06707246787846088, "std": 0.04404199159917472}, "Progress/tick": {"num": 1, "mean": 203.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 812.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 29875.984375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.3652572631836, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.3413143157959, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07320165634155273, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7116546630859375, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949508190155029, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 8.298884391784668, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.3457868695259094, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.4058837890625, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.3020782470703, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.46803283691406, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.98509216308594, "std": 0.0}, "timestamp": 1694498986.0988214}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3069783449694514, "std": 0.4742348266421212}, "Loss/signs/fake": {"num": 8000, "mean": -0.49975, "std": 0.8661696932472297}, "Loss/G/loss": {"num": 4000, "mean": 0.9175645215511322, "std": 0.28048862003676894}, "Loss/pl_penalty": {"num": 504, "mean": 0.001962945255125681, "std": 0.005429047292527331}, "Loss/G/reg": {"num": 504, "mean": 0.003925890510251362, "std": 0.010858094585054661}, "Loss/scores/real": {"num": 4256, "mean": 0.26672226430750207, "std": 0.4889617344887716}, "Loss/signs/real": {"num": 4256, "mean": 0.38298872180451127, "std": 0.923753018382374}, "Loss/D/loss": {"num": 4000, "mean": 1.2047778151035309, "std": 0.22155957479843405}, "Loss/r1_penalty": {"num": 256, "mean": 0.1777707408182323, "std": 0.13109121287635744}, "Loss/D/reg": {"num": 256, "mean": 0.07281489321030676, "std": 0.05369496146203168}, "Progress/tick": {"num": 1, "mean": 204.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 816.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 29989.80078125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.74574279785156, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.43643569946289, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07001352310180664, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7116546630859375, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949222564697266, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 8.330500602722168, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.34710419178009033, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.91845703125, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.6359100341797, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.5345916748047, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.17657470703125, "std": 0.0}, "timestamp": 1694499099.9178247}
{"Loss/scores/fake": {"num": 8000, "mean": -0.337009145449847, "std": 0.5224392415578466}, "Loss/signs/fake": {"num": 8000, "mean": -0.53175, "std": 0.8469013741280622}, "Loss/G/loss": {"num": 4000, "mean": 0.9416878246068955, "std": 0.3246514076749714}, "Loss/pl_penalty": {"num": 496, "mean": 0.0019292258704456712, "std": 0.005415083031061102}, "Loss/G/reg": {"num": 496, "mean": 0.0038584517408913424, "std": 0.010830166062122204}, "Loss/scores/real": {"num": 4256, "mean": 0.3108548373194005, "std": 0.5858949382973601}, "Loss/signs/real": {"num": 4256, "mean": 0.42105263157894735, "std": 0.9070362073481099}, "Loss/D/loss": {"num": 4000, "mean": 1.187499993801117, "std": 0.23979290836508707}, "Loss/r1_penalty": {"num": 256, "mean": 0.1698396629653871, "std": 0.12324310837371066}, "Loss/D/reg": {"num": 256, "mean": 0.06956632505171001, "std": 0.050480371166372245}, "Progress/tick": {"num": 1, "mean": 205.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 820.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 30103.458984375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.58550262451172, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.39637565612793, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07325243949890137, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7116546630859375, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.955770492553711, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 8.362071990966797, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.3484196662902832, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.41305541992188, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.99020385742188, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.4721221923828, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.2093505859375, "std": 0.0}, "timestamp": 1694499213.5739653}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3399216385036707, "std": 0.5007659672392292}, "Loss/signs/fake": {"num": 8000, "mean": -0.56325, "std": 0.8262865347444553}, "Loss/G/loss": {"num": 4000, "mean": 0.9419692748785019, "std": 0.2881204583256665}, "Loss/pl_penalty": {"num": 504, "mean": 0.0019308673929319614, "std": 0.005461315816259974}, "Loss/G/reg": {"num": 504, "mean": 0.003861734785863923, "std": 0.010922631632519948}, "Loss/scores/real": {"num": 4240, "mean": 0.31698348720048397, "std": 0.6194434830809534}, "Loss/signs/real": {"num": 4240, "mean": 0.39858490566037735, "std": 0.9171314371341265}, "Loss/D/loss": {"num": 4000, "mean": 1.1881608595848083, "std": 0.2597371401889477}, "Loss/r1_penalty": {"num": 240, "mean": 0.15616243258118628, "std": 0.09973515060413614}, "Loss/D/reg": {"num": 240, "mean": 0.06396413128823042, "std": 0.040851517726178815}, "Progress/tick": {"num": 1, "mean": 206.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 824.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 30217.12109375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.59089660644531, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.397724151611328, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0706472396850586, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7116546630859375, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948916912078857, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 8.393645286560059, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.34973520040512085, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.49497985839844, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.77005004882812, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.9908447265625, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.7577667236328, "std": 0.0}, "timestamp": 1694499327.2380936}
{"Loss/scores/fake": {"num": 8000, "mean": -0.2976839631050825, "std": 0.4810666136554351}, "Loss/signs/fake": {"num": 8000, "mean": -0.49925, "std": 0.866457983689919}, "Loss/G/loss": {"num": 4000, "mean": 0.9183778702020645, "std": 0.29113654811609524}, "Loss/pl_penalty": {"num": 496, "mean": 0.002194394476734282, "std": 0.008785633505201333}, "Loss/G/reg": {"num": 496, "mean": 0.004388788953468564, "std": 0.017571267010402666}, "Loss/scores/real": {"num": 4256, "mean": 0.2429882800486639, "std": 0.49633404478054427}, "Loss/signs/real": {"num": 4256, "mean": 0.36701127819548873, "std": 0.9302164918325807}, "Loss/D/loss": {"num": 4000, "mean": 1.2226505663394929, "std": 0.23833316258459633}, "Loss/r1_penalty": {"num": 256, "mean": 0.1535554863512516, "std": 0.15631282672288016}, "Loss/D/reg": {"num": 256, "mean": 0.06289632571861148, "std": 0.06402573003103192}, "Progress/tick": {"num": 1, "mean": 207.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 828.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 30330.82421875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.62884521484375, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.407211303710938, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07322430610656738, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7116546630859375, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949677467346191, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 8.4252290725708, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.3510512113571167, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.33523559570312, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.87347412109375, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 216.1080322265625, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.08236694335938, "std": 0.0}, "timestamp": 1694499440.9374726}
{"Loss/scores/fake": {"num": 8000, "mean": -0.22542905278131367, "std": 0.42734228998080825}, "Loss/signs/fake": {"num": 8000, "mean": -0.44075, "std": 0.8976299000701793}, "Loss/G/loss": {"num": 4000, "mean": 0.8623982403278351, "std": 0.2422881944792807}, "Loss/pl_penalty": {"num": 504, "mean": 0.0016729248792029148, "std": 0.0034862089840340784}, "Loss/G/reg": {"num": 504, "mean": 0.0033458497584058296, "std": 0.006972417968068157}, "Loss/scores/real": {"num": 4256, "mean": 0.19878675553709604, "std": 0.4669342879697336}, "Loss/signs/real": {"num": 4256, "mean": 0.3223684210526316, "std": 0.9466142831734757}, "Loss/D/loss": {"num": 4000, "mean": 1.2587981507778168, "std": 0.21207073391817088}, "Loss/r1_penalty": {"num": 256, "mean": 0.13355153519660234, "std": 0.3939820352083583}, "Loss/D/reg": {"num": 256, "mean": 0.05470270710065961, "std": 0.16137504827231705}, "Progress/tick": {"num": 1, "mean": 208.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 832.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 30444.673828125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.77894592285156, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.44473648071289, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0705409049987793, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7116546630859375, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950901031494141, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 8.456853866577148, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.35236889123916626, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.25433349609375, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.753662109375, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.19667053222656, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.11923217773438, "std": 0.0}, "timestamp": 1694499554.8023908}
{"Loss/scores/fake": {"num": 8000, "mean": -0.28542628438770773, "std": 0.45750510965807006}, "Loss/signs/fake": {"num": 8000, "mean": -0.48825, "std": 0.8727038085742493}, "Loss/G/loss": {"num": 4000, "mean": 0.9159188621044159, "std": 0.27028474570765815}, "Loss/pl_penalty": {"num": 496, "mean": 0.0016374584313692344, "std": 0.0029312018490480142}, "Loss/G/reg": {"num": 496, "mean": 0.003274916862738469, "std": 0.0058624036980960284}, "Loss/scores/real": {"num": 4240, "mean": 0.2337242373810062, "std": 0.4835230128481164}, "Loss/signs/real": {"num": 4240, "mean": 0.3594339622641509, "std": 0.9331705239510584}, "Loss/D/loss": {"num": 4000, "mean": 1.2373663964271546, "std": 0.21126369645339305}, "Loss/r1_penalty": {"num": 240, "mean": 0.1140299454331398, "std": 0.06752845651730707}, "Loss/D/reg": {"num": 240, "mean": 0.04670666481057803, "std": 0.02765965423259624}, "Progress/tick": {"num": 1, "mean": 209.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 836.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 30558.21875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.46044158935547, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.365110397338867, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.08597469329833984, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7116546630859375, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949800491333008, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 8.488393783569336, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.35368308424949646, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.08639526367188, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.753662109375, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.4905548095703, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.57798767089844, "std": 0.0}, "timestamp": 1694499668.3334215}
{"Loss/scores/fake": {"num": 8000, "mean": -0.2781985264495015, "std": 0.46908036585495283}, "Loss/signs/fake": {"num": 8000, "mean": -0.48275, "std": 0.8757582072124702}, "Loss/G/loss": {"num": 4000, "mean": 0.9073072476387024, "std": 0.27517181625267695}, "Loss/pl_penalty": {"num": 504, "mean": 0.0019401010469577852, "std": 0.006580742461548689}, "Loss/G/reg": {"num": 504, "mean": 0.0038802020939155703, "std": 0.013161484923097377}, "Loss/scores/real": {"num": 4256, "mean": 0.2296208788787848, "std": 0.4849978628483169}, "Loss/signs/real": {"num": 4256, "mean": 0.36654135338345867, "std": 0.9304017606710675}, "Loss/D/loss": {"num": 4000, "mean": 1.2397510659694673, "std": 0.21907326930955442}, "Loss/r1_penalty": {"num": 256, "mean": 0.12402310781180859, "std": 0.08553292821188717}, "Loss/D/reg": {"num": 256, "mean": 0.05079986480996013, "std": 0.035034284553706316}, "Progress/tick": {"num": 1, "mean": 210.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 840.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 30672.091796875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.79718780517578, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.449296951293945, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07598137855529785, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.7116546630859375, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949956893920898, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 8.520025253295898, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.3550010621547699, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.3760986328125, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.83456420898438, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.72972106933594, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.8601531982422, "std": 0.0}, "timestamp": 1694500252.3020995}
{"Loss/scores/fake": {"num": 8000, "mean": -0.32486057756468656, "std": 0.5123346578847484}, "Loss/signs/fake": {"num": 8000, "mean": -0.47925, "std": 0.8776784362737869}, "Loss/G/loss": {"num": 4000, "mean": 0.9441016411781311, "std": 0.326399714857063}, "Loss/pl_penalty": {"num": 496, "mean": 0.0020288882163097904, "std": 0.0042009983663290704}, "Loss/G/reg": {"num": 496, "mean": 0.004057776432619581, "std": 0.008401996732658141}, "Loss/scores/real": {"num": 4240, "mean": 0.2760608815008177, "std": 0.5553915771851463}, "Loss/signs/real": {"num": 4240, "mean": 0.3778301886792453, "std": 0.9258749097597395}, "Loss/D/loss": {"num": 4000, "mean": 1.211347113132477, "std": 0.23924938765594167}, "Loss/r1_penalty": {"num": 240, "mean": 0.14680994699398678, "std": 0.09982113189199451}, "Loss/D/reg": {"num": 240, "mean": 0.060133352875709534, "std": 0.04088673703191747}, "Progress/tick": {"num": 1, "mean": 211.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 844.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 31255.6171875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.35865020751953, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.339662551879883, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 470.16607666015625, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711357116699219, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950319290161133, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 8.68211555480957, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.361754834651947, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.23385620117188, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.6983642578125, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.79367065429688, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.72134399414062, "std": 0.0}, "timestamp": 1694500365.7313313}
{"Loss/scores/fake": {"num": 8000, "mean": -0.27215867292508483, "std": 0.4726108846649084}, "Loss/signs/fake": {"num": 8000, "mean": -0.488, "std": 0.8728436286070947}, "Loss/G/loss": {"num": 4000, "mean": 0.9002195581197738, "std": 0.28384737428211837}, "Loss/pl_penalty": {"num": 504, "mean": 0.002205243934729388, "std": 0.006533886444767232}, "Loss/G/reg": {"num": 504, "mean": 0.004410487869458776, "std": 0.013067772889534464}, "Loss/scores/real": {"num": 4256, "mean": 0.2392049938986512, "std": 0.5102804644233191}, "Loss/signs/real": {"num": 4256, "mean": 0.35103383458646614, "std": 0.9363627753042736}, "Loss/D/loss": {"num": 4000, "mean": 1.2356925666332246, "std": 0.23160424980098673}, "Loss/r1_penalty": {"num": 256, "mean": 0.12780077359639108, "std": 0.1015233054679206}, "Loss/D/reg": {"num": 256, "mean": 0.05234719521831721, "std": 0.04158394429985547}, "Progress/tick": {"num": 1, "mean": 212.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 848.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 31369.501953125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.81373596191406, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.453433990478516, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07059621810913086, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711357116699219, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948521137237549, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 8.713750839233398, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.36307293176651, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.20005798339844, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.92568969726562, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.10348510742188, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.41107177734375, "std": 0.0}, "timestamp": 1694500479.6175368}
{"Loss/scores/fake": {"num": 8000, "mean": -0.2708568409048021, "std": 0.45356297243968946}, "Loss/signs/fake": {"num": 8000, "mean": -0.48225, "std": 0.876033639479672}, "Loss/G/loss": {"num": 4000, "mean": 0.9005636632442474, "std": 0.27088851873211894}, "Loss/pl_penalty": {"num": 496, "mean": 0.001834316901588482, "std": 0.003408483051200301}, "Loss/G/reg": {"num": 496, "mean": 0.003668633803176964, "std": 0.006816966102400602}, "Loss/scores/real": {"num": 4256, "mean": 0.2225217433905411, "std": 0.46808852401809925}, "Loss/signs/real": {"num": 4256, "mean": 0.35103383458646614, "std": 0.9363627753042736}, "Loss/D/loss": {"num": 4000, "mean": 1.238121648788452, "std": 0.20812329204127492}, "Loss/r1_penalty": {"num": 256, "mean": 0.12879696115851402, "std": 0.1006559515715691}, "Loss/D/reg": {"num": 256, "mean": 0.052755233366042376, "std": 0.04122867797848499}, "Progress/tick": {"num": 1, "mean": 213.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 852.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 31483.244140625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.67033386230469, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.417583465576172, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07245779037475586, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711357116699219, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950368404388428, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 8.745346069335938, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.3643893897533417, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.1334991455078, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.5918731689453, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.9370574951172, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.76083374023438, "std": 0.0}, "timestamp": 1694500593.358742}
{"Loss/scores/fake": {"num": 8000, "mean": -0.30196029245480893, "std": 0.49993857689736826}, "Loss/signs/fake": {"num": 8000, "mean": -0.4965, "std": 0.8680367215734597}, "Loss/G/loss": {"num": 4000, "mean": 0.9231021068096161, "std": 0.29707113471706453}, "Loss/pl_penalty": {"num": 504, "mean": 0.0020714291936850975, "std": 0.004766406037916682}, "Loss/G/reg": {"num": 504, "mean": 0.004142858387370195, "std": 0.009532812075833364}, "Loss/scores/real": {"num": 4240, "mean": 0.2528344733745984, "std": 0.5374651793183711}, "Loss/signs/real": {"num": 4240, "mean": 0.33490566037735847, "std": 0.942251664178528}, "Loss/D/loss": {"num": 4000, "mean": 1.222129605770111, "std": 0.2336850446042682}, "Loss/r1_penalty": {"num": 240, "mean": 0.12478530555963516, "std": 0.09190927055511035}, "Loss/D/reg": {"num": 240, "mean": 0.051112060373028116, "std": 0.03764603603797622}, "Progress/tick": {"num": 1, "mean": 214.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 856.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 31596.966796875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.65091705322266, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.412729263305664, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07087278366088867, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711357116699219, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949020862579346, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 8.776934623718262, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.3657056391239166, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.12428283691406, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.78848266601562, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.69740295410156, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.4376983642578, "std": 0.0}, "timestamp": 1694500707.08279}
{"Loss/scores/fake": {"num": 8000, "mean": -0.31774297554045916, "std": 0.5139558907384318}, "Loss/signs/fake": {"num": 8000, "mean": -0.4955, "std": 0.8686079380249757}, "Loss/G/loss": {"num": 4000, "mean": 0.934543702840805, "std": 0.30535023292939684}, "Loss/pl_penalty": {"num": 496, "mean": 0.0021512513861037612, "std": 0.0063353079597515665}, "Loss/G/reg": {"num": 496, "mean": 0.0043025027722075225, "std": 0.012670615919503133}, "Loss/scores/real": {"num": 4256, "mean": 0.27612628840624276, "std": 0.5497963672639976}, "Loss/signs/real": {"num": 4256, "mean": 0.37593984962406013, "std": 0.9266440683804322}, "Loss/D/loss": {"num": 4000, "mean": 1.2141791899204255, "std": 0.24167432715150544}, "Loss/r1_penalty": {"num": 256, "mean": 0.13872841140255332, "std": 0.10399226826225977}, "Loss/D/reg": {"num": 256, "mean": 0.05682315560989082, "std": 0.04259523200056923}, "Progress/tick": {"num": 1, "mean": 215.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 860.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 31710.744140625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.70469665527344, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.42617416381836, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07312512397766113, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711357116699219, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.959743022918701, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 8.808540344238281, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.36702248454093933, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.48678588867188, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 161.3772735595703, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.47314453125, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.7838134765625, "std": 0.0}, "timestamp": 1694500820.857767}
{"Loss/scores/fake": {"num": 8000, "mean": -0.31701532813720407, "std": 0.5137544147611816}, "Loss/signs/fake": {"num": 8000, "mean": -0.487, "std": 0.8734019693130993}, "Loss/G/loss": {"num": 4000, "mean": 0.9380296367406845, "std": 0.31434866024042124}, "Loss/pl_penalty": {"num": 504, "mean": 0.0021626570295276387, "std": 0.004476375732778687}, "Loss/G/reg": {"num": 504, "mean": 0.004325314059055277, "std": 0.008952751465557374}, "Loss/scores/real": {"num": 4256, "mean": 0.26916917103615806, "std": 0.5371497443947052}, "Loss/signs/real": {"num": 4256, "mean": 0.39097744360902253, "std": 0.9204002599896165}, "Loss/D/loss": {"num": 4000, "mean": 1.215434339761734, "std": 0.24198946260249043}, "Loss/r1_penalty": {"num": 256, "mean": 0.13152339309453964, "std": 0.1281659061507719}, "Loss/D/reg": {"num": 256, "mean": 0.05387198040261865, "std": 0.052496752651033596}, "Progress/tick": {"num": 1, "mean": 216.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 864.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 31824.658203125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.84324645996094, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.460811614990234, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07029104232788086, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711357116699219, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948600769042969, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 8.840182304382324, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.36834093928337097, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.26661682128906, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.8652801513672, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.3164825439453, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.5984649658203, "std": 0.0}, "timestamp": 1694500934.7871487}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3038888164218515, "std": 0.4823849755186153}, "Loss/signs/fake": {"num": 8000, "mean": -0.49825, "std": 0.8670334119859511}, "Loss/G/loss": {"num": 4000, "mean": 0.9231284382343292, "std": 0.28780056266141785}, "Loss/pl_penalty": {"num": 496, "mean": 0.002865763616770686, "std": 0.02160452439414333}, "Loss/G/reg": {"num": 496, "mean": 0.005731527233541372, "std": 0.04320904878828666}, "Loss/scores/real": {"num": 4240, "mean": 0.26499072977886445, "std": 0.5176181876120441}, "Loss/signs/real": {"num": 4240, "mean": 0.36650943396226415, "std": 0.9304143350231986}, "Loss/D/loss": {"num": 4000, "mean": 1.2198851804733277, "std": 0.2304249757862382}, "Loss/r1_penalty": {"num": 240, "mean": 0.13959288448095322, "std": 0.14944133187598896}, "Loss/D/reg": {"num": 240, "mean": 0.057177243878444035, "std": 0.061211168749522066}, "Progress/tick": {"num": 1, "mean": 217.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 868.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 31938.28515625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.54209899902344, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.38552474975586, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.08612728118896484, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711357116699219, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949278354644775, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 8.871746063232422, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.3696560859680176, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.1386260986328, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 161.12025451660156, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.82540893554688, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.1990966796875, "std": 0.0}, "timestamp": 1694501048.3997529}
{"Loss/scores/fake": {"num": 8000, "mean": -0.30369082480669024, "std": 0.4955822223259578}, "Loss/signs/fake": {"num": 8000, "mean": -0.48125, "std": 0.8765833887885396}, "Loss/G/loss": {"num": 4000, "mean": 0.9257492042779922, "std": 0.2970617523194362}, "Loss/pl_penalty": {"num": 504, "mean": 0.001862055030725305, "std": 0.004198220092554169}, "Loss/G/reg": {"num": 504, "mean": 0.00372411006145061, "std": 0.008396440185108338}, "Loss/scores/real": {"num": 4256, "mean": 0.26566378123484047, "std": 0.5321559779596784}, "Loss/signs/real": {"num": 4256, "mean": 0.3632518796992481, "std": 0.931690974462543}, "Loss/D/loss": {"num": 4000, "mean": 1.2238528232574464, "std": 0.22889890266329138}, "Loss/r1_penalty": {"num": 256, "mean": 0.1427441486157477, "std": 0.11222968669345197}, "Loss/D/reg": {"num": 256, "mean": 0.05846800305880606, "std": 0.045969282472503654}, "Progress/tick": {"num": 1, "mean": 218.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 872.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 32052.259765625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.90381622314453, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.475954055786133, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0705268383026123, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711296081542969, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949606418609619, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 8.90340518951416, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.37097522616386414, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.4058837890625, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.9144287109375, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.2263641357422, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.49095153808594, "std": 0.0}, "timestamp": 1694501162.3765755}
{"Loss/scores/fake": {"num": 8000, "mean": -0.301753759637475, "std": 0.4944249327349583}, "Loss/signs/fake": {"num": 8000, "mean": -0.498, "std": 0.867177029216065}, "Loss/G/loss": {"num": 4000, "mean": 0.9239010092020035, "std": 0.2967784731594407}, "Loss/pl_penalty": {"num": 496, "mean": 0.0018043935415335, "std": 0.0035507968077175254}, "Loss/G/reg": {"num": 496, "mean": 0.003608787083067, "std": 0.007101593615435051}, "Loss/scores/real": {"num": 4240, "mean": 0.2678234055005717, "std": 0.5426657758659221}, "Loss/signs/real": {"num": 4240, "mean": 0.3650943396226415, "std": 0.9309705275547165}, "Loss/D/loss": {"num": 4000, "mean": 1.2182766475677491, "std": 0.23303783173550743}, "Loss/r1_penalty": {"num": 240, "mean": 0.1395496780673663, "std": 0.07023288115644401}, "Loss/D/reg": {"num": 240, "mean": 0.0571595457692941, "std": 0.028767390584307096}, "Progress/tick": {"num": 1, "mean": 219.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 876.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 32165.8828125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.55066680908203, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.387666702270508, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07298827171325684, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711296081542969, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950443744659424, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 8.934967994689941, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.37229031324386597, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.41407775878906, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 161.04754638671875, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 216.2196502685547, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.28614807128906, "std": 0.0}, "timestamp": 1694501275.9979484}
{"Loss/scores/fake": {"num": 8000, "mean": -0.31969392601959407, "std": 0.5143284854132586}, "Loss/signs/fake": {"num": 8000, "mean": -0.498, "std": 0.867177029216065}, "Loss/G/loss": {"num": 4000, "mean": 0.9411018322706223, "std": 0.3249309398236388}, "Loss/pl_penalty": {"num": 504, "mean": 0.002250144257679552, "std": 0.007093610808159607}, "Loss/G/reg": {"num": 504, "mean": 0.004500288515359104, "std": 0.014187221616319214}, "Loss/scores/real": {"num": 4256, "mean": 0.26860954849875734, "std": 0.520580264458613}, "Loss/signs/real": {"num": 4256, "mean": 0.39097744360902253, "std": 0.9204002599896165}, "Loss/D/loss": {"num": 4000, "mean": 1.2164380552768708, "std": 0.24874614671225778}, "Loss/r1_penalty": {"num": 256, "mean": 0.13434309558942914, "std": 0.07844316219278895}, "Loss/D/reg": {"num": 256, "mean": 0.055026930407620966, "std": 0.03213031871266205}, "Progress/tick": {"num": 1, "mean": 220.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 880.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 32279.826171875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.87255859375, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.4681396484375, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0707235336303711, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711296081542969, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948768138885498, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 8.966618537902832, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.37360909581184387, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.1949462890625, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 161.07212829589844, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.23968505859375, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.6537628173828, "std": 0.0}, "timestamp": 1694501389.9435222}
{"Loss/scores/fake": {"num": 8000, "mean": -0.2948659747578204, "std": 0.4928249405043524}, "Loss/signs/fake": {"num": 8000, "mean": -0.48675, "std": 0.8735413198584255}, "Loss/G/loss": {"num": 4000, "mean": 0.913781290769577, "std": 0.29789788666677186}, "Loss/pl_penalty": {"num": 496, "mean": 0.002575020363550603, "std": 0.008868457626798259}, "Loss/G/reg": {"num": 496, "mean": 0.005150040727101206, "std": 0.017736915253596518}, "Loss/scores/real": {"num": 4256, "mean": 0.256505991185182, "std": 0.5096879051991218}, "Loss/signs/real": {"num": 4256, "mean": 0.3782894736842105, "std": 0.9256873522414159}, "Loss/D/loss": {"num": 4000, "mean": 1.2190690741539, "std": 0.22446747882858242}, "Loss/r1_penalty": {"num": 256, "mean": 0.14693250902928412, "std": 0.1827969235850381}, "Loss/D/reg": {"num": 256, "mean": 0.06018355395644903, "std": 0.07487362265085744}, "Progress/tick": {"num": 1, "mean": 221.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 884.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 32393.5859375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.6857681274414, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.42144203186035, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07300543785095215, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711296081542969, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949060440063477, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 8.998218536376953, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.37492576241493225, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.5482177734375, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.62771606445312, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.38815307617188, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.21548461914062, "std": 0.0}, "timestamp": 1694501503.6995535}
{"Loss/scores/fake": {"num": 8000, "mean": -0.30850789081305263, "std": 0.5009003990629651}, "Loss/signs/fake": {"num": 8000, "mean": -0.49425, "std": 0.8693198131297826}, "Loss/G/loss": {"num": 4000, "mean": 0.9268195229768753, "std": 0.30295054220946355}, "Loss/pl_penalty": {"num": 504, "mean": 0.0024127284608160457, "std": 0.006089323470787755}, "Loss/G/reg": {"num": 504, "mean": 0.0048254569216320915, "std": 0.01217864694157551}, "Loss/scores/real": {"num": 4240, "mean": 0.2597623800542557, "std": 0.523955941730772}, "Loss/signs/real": {"num": 4240, "mean": 0.36839622641509434, "std": 0.9296688767314514}, "Loss/D/loss": {"num": 4000, "mean": 1.2190290813446045, "std": 0.24036175525454725}, "Loss/r1_penalty": {"num": 240, "mean": 0.13409590596954027, "std": 0.09312718439684672}, "Loss/D/reg": {"num": 240, "mean": 0.05492568189899127, "std": 0.0381448922991958}, "Progress/tick": {"num": 1, "mean": 222.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 888.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 32507.34765625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.69139862060547, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.422849655151367, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07027244567871094, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711296081542969, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949013710021973, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 9.029818534851074, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.376242458820343, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.2686767578125, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.81100463867188, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.0952911376953, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.00454711914062, "std": 0.0}, "timestamp": 1694501617.463958}
{"Loss/scores/fake": {"num": 8000, "mean": -0.25965999902784825, "std": 0.447673091710608}, "Loss/signs/fake": {"num": 8000, "mean": -0.4675, "std": 0.8839930712398146}, "Loss/G/loss": {"num": 4000, "mean": 0.8915206819772721, "std": 0.2591378543131358}, "Loss/pl_penalty": {"num": 496, "mean": 0.002484441352745278, "std": 0.00830220162886549}, "Loss/G/reg": {"num": 496, "mean": 0.004968882705490556, "std": 0.01660440325773098}, "Loss/scores/real": {"num": 4256, "mean": 0.22394109096490128, "std": 0.46866466546177704}, "Loss/signs/real": {"num": 4256, "mean": 0.3641917293233083, "std": 0.9313239953380876}, "Loss/D/loss": {"num": 4000, "mean": 1.2432785000801085, "std": 0.21721568707129313}, "Loss/r1_penalty": {"num": 256, "mean": 0.143450859002769, "std": 0.3136100730774545}, "Loss/D/reg": {"num": 256, "mean": 0.05875746870879084, "std": 0.12845468899078571}, "Progress/tick": {"num": 1, "mean": 223.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 892.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 32621.1015625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.68202209472656, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.42050552368164, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0729975700378418, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711296081542969, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950920581817627, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.00012799999967683107, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 9.061417579650879, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.3775590658187866, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.33421325683594, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.47821044921875, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.6513214111328, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.50527954101562, "std": 0.0}, "timestamp": 1694501731.2165031}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3201853396706283, "std": 0.5044826127393088}, "Loss/signs/fake": {"num": 8000, "mean": -0.50425, "std": 0.8635577210007447}, "Loss/G/loss": {"num": 4000, "mean": 0.9389152231216431, "std": 0.3105231738031355}, "Loss/pl_penalty": {"num": 504, "mean": 0.002386916157168647, "std": 0.005748796248092865}, "Loss/G/reg": {"num": 504, "mean": 0.004773832314337294, "std": 0.01149759249618573}, "Loss/scores/real": {"num": 4256, "mean": 0.2785986288121544, "std": 0.5603424600497592}, "Loss/signs/real": {"num": 4256, "mean": 0.3698308270676692, "std": 0.9290991116939268}, "Loss/D/loss": {"num": 4000, "mean": 1.2122316551208496, "std": 0.23100250556362673}, "Loss/r1_penalty": {"num": 256, "mean": 0.13471211260184646, "std": 0.086401990194551}, "Loss/D/reg": {"num": 256, "mean": 0.055178079986944795, "std": 0.035390253737029406}, "Progress/tick": {"num": 1, "mean": 224.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 896.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 32735.01171875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.83959197998047, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.459897994995117, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0705256462097168, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711235046386719, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949886322021484, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 9.093058586120605, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.3788774609565735, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.3424072265625, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.88882446289062, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.4055633544922, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.3875274658203, "std": 0.0}, "timestamp": 1694501845.1422164}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3606258731596172, "std": 0.5648861896687875}, "Loss/signs/fake": {"num": 8000, "mean": -0.523, "std": 0.8523326815275829}, "Loss/G/loss": {"num": 4000, "mean": 0.9735452183485032, "std": 0.34932713327197024}, "Loss/pl_penalty": {"num": 496, "mean": 0.002177824343708644, "std": 0.004993766047694086}, "Loss/G/reg": {"num": 496, "mean": 0.004355648687417288, "std": 0.009987532095388172}, "Loss/scores/real": {"num": 4240, "mean": 0.3184873479646894, "std": 0.6139805971684384}, "Loss/signs/real": {"num": 4240, "mean": 0.39669811320754716, "std": 0.9179491309313235}, "Loss/D/loss": {"num": 4000, "mean": 1.1951355459690094, "std": 0.25691192878915725}, "Loss/r1_penalty": {"num": 240, "mean": 0.13213801831007005, "std": 0.0835741291111601}, "Loss/D/reg": {"num": 240, "mean": 0.05412373008827368, "std": 0.03423196417399408}, "Progress/tick": {"num": 1, "mean": 225.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 900.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 32848.64453125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.54425811767578, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.386064529418945, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.08612489700317383, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.711235046386719, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.9494147300720215, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 9.12462329864502, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.3801926374435425, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.71206665039062, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.9758758544922, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.8305206298828, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.63487243652344, "std": 0.0}, "timestamp": 1694502428.7372947}
{"Loss/scores/fake": {"num": 8000, "mean": -0.37252924701943996, "std": 0.5831151404629431}, "Loss/signs/fake": {"num": 8000, "mean": -0.5415, "std": 0.8407007493751865}, "Loss/G/loss": {"num": 4000, "mean": 0.9711389729976654, "std": 0.36390973770066737}, "Loss/pl_penalty": {"num": 504, "mean": 0.001984000931279586, "std": 0.004101124241533015}, "Loss/G/reg": {"num": 504, "mean": 0.003968001862559172, "std": 0.00820224848306603}, "Loss/scores/real": {"num": 4256, "mean": 0.3433965353848399, "std": 0.667031845859711}, "Loss/signs/real": {"num": 4256, "mean": 0.41118421052631576, "std": 0.9115522722333868}, "Loss/D/loss": {"num": 4000, "mean": 1.177279925584793, "std": 0.28965897601919677}, "Loss/r1_penalty": {"num": 256, "mean": 0.16464735195040703, "std": 0.0906809955023932}, "Loss/D/reg": {"num": 256, "mean": 0.0674395551905036, "std": 0.03714293358675431}, "Progress/tick": {"num": 1, "mean": 226.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 904.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 33432.16015625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.46574401855469, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.366436004638672, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 470.0508117675781, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.712821960449219, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.95048189163208, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 9.286710739135742, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.38694629073143005, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 185.90821838378906, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.7761993408203, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.37689208984375, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.29434204101562, "std": 0.0}, "timestamp": 1694502542.2763245}
{"Loss/scores/fake": {"num": 8000, "mean": -0.31237487238273026, "std": 0.5044025622122812}, "Loss/signs/fake": {"num": 8000, "mean": -0.50475, "std": 0.8632655660339986}, "Loss/G/loss": {"num": 4000, "mean": 0.92986301779747, "std": 0.3083803714526997}, "Loss/pl_penalty": {"num": 496, "mean": 0.0019854516154267795, "std": 0.003233167409326663}, "Loss/G/reg": {"num": 496, "mean": 0.003970903230853559, "std": 0.006466334818653326}, "Loss/scores/real": {"num": 4240, "mean": 0.27518697539168707, "std": 0.5596236844083061}, "Loss/signs/real": {"num": 4240, "mean": 0.36886792452830186, "std": 0.929481820292459}, "Loss/D/loss": {"num": 4000, "mean": 1.214886611700058, "std": 0.24860052756450735}, "Loss/r1_penalty": {"num": 240, "mean": 0.15386046717564264, "std": 0.18539218555455164}, "Loss/D/reg": {"num": 240, "mean": 0.06302124708890915, "std": 0.07593663532010621}, "Progress/tick": {"num": 1, "mean": 227.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 908.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 33545.57421875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.34098052978516, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.33524513244629, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07329392433166504, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.712882995605469, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.961763858795166, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 9.318215370178223, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.3882589638233185, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.38336181640625, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.92466735839844, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 215.5345916748047, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 177.18885803222656, "std": 0.0}, "timestamp": 1694502655.6877341}
{"Loss/scores/fake": {"num": 8000, "mean": -0.2770400088634342, "std": 0.43949723180074446}, "Loss/signs/fake": {"num": 8000, "mean": -0.50075, "std": 0.8655919578531215}, "Loss/G/loss": {"num": 4000, "mean": 0.8978001341819764, "std": 0.2628820075403414}, "Loss/pl_penalty": {"num": 504, "mean": 0.002129009403731851, "std": 0.004475359152101965}, "Loss/G/reg": {"num": 504, "mean": 0.004258018807463702, "std": 0.00895071830420393}, "Loss/scores/real": {"num": 4256, "mean": 0.21921194208911934, "std": 0.4513603304542244}, "Loss/signs/real": {"num": 4256, "mean": 0.37218045112781956, "std": 0.9281603912031006}, "Loss/D/loss": {"num": 4000, "mean": 1.2274936122894287, "std": 0.2085092516504935}, "Loss/r1_penalty": {"num": 256, "mean": 0.14150870079174638, "std": 0.08317550190454728}, "Loss/D/reg": {"num": 256, "mean": 0.057961962884292006, "std": 0.03406868180536598}, "Progress/tick": {"num": 1, "mean": 228.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 912.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 33659.2734375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.62996673583984, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.40749168395996, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0704197883605957, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.712882995605469, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949833393096924, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 9.349798202514648, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.38957494497299194, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 186.08937072753906, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 160.4198455810547, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 214.41433715820312, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 176.79052734375, "std": 0.0}, "timestamp": 1694502769.3903837}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3294805093854666, "std": 0.5116647419448965}, "Loss/signs/fake": {"num": 8000, "mean": -0.517, "std": 0.8559853970717024}, "Loss/G/loss": {"num": 4000, "mean": 0.945541041135788, "std": 0.30548469038647286}, "Loss/pl_penalty": {"num": 496, "mean": 0.002427965561265967, "std": 0.008822416050721116}, "Loss/G/reg": {"num": 496, "mean": 0.004855931122531934, "std": 0.017644832101442232}, "Loss/scores/real": {"num": 4256, "mean": 0.28738854988653184, "std": 0.5579758397266097}, "Loss/signs/real": {"num": 4256, "mean": 0.3773496240601504, "std": 0.9260708726774982}, "Loss/D/loss": {"num": 4000, "mean": 1.2107817385196686, "std": 0.24265632134069204}, "Loss/r1_penalty": {"num": 256, "mean": 0.13349636504426599, "std": 0.11352478146172927}, "Loss/D/reg": {"num": 256, "mean": 0.05468011018820107, "std": 0.04649974998410224}, "Progress/tick": {"num": 1, "mean": 229.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 916.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 33773.3046875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 113.95965576171875, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.489913940429688, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07270026206970215, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.712882995605469, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949034214019775, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 9.381474494934082, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.39089474081993103, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 189.88645935058594, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 163.84410095214844, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 218.95065307617188, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 179.97824096679688, "std": 0.0}, "timestamp": 1694502883.4220695}
{"Loss/scores/fake": {"num": 8000, "mean": -0.2622965619675815, "std": 0.4716288359590149}, "Loss/signs/fake": {"num": 8000, "mean": -0.454, "std": 0.8910016835000931}, "Loss/G/loss": {"num": 4000, "mean": 0.8919006167650223, "std": 0.2765379935881169}, "Loss/pl_penalty": {"num": 504, "mean": 0.0021328717596747634, "std": 0.00496969042711588}, "Loss/G/reg": {"num": 504, "mean": 0.004265743519349527, "std": 0.00993938085423176}, "Loss/scores/real": {"num": 4240, "mean": 0.224968964817389, "std": 0.4833907696517086}, "Loss/signs/real": {"num": 4240, "mean": 0.3400943396226415, "std": 0.9403913228845954}, "Loss/D/loss": {"num": 4000, "mean": 1.2392520730495453, "std": 0.22177002057593664}, "Loss/r1_penalty": {"num": 240, "mean": 0.14738791286945344, "std": 0.1491549373965695}, "Loss/D/reg": {"num": 240, "mean": 0.06037008762359619, "std": 0.0610938630520434}, "Progress/tick": {"num": 1, "mean": 230.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 920.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 33890.5390625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 117.1585922241211, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 29.289648056030273, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07201528549194336, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.712944030761719, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949763298034668, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 9.414037704467773, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.392251580953598, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 189.1973114013672, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 163.40480041503906, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 219.00595092773438, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 180.89984130859375, "std": 0.0}, "timestamp": 1694503000.6552014}
{"Loss/scores/fake": {"num": 8000, "mean": -0.2714797945097089, "std": 0.4439680955274536}, "Loss/signs/fake": {"num": 8000, "mean": -0.47275, "std": 0.8811965941264186}, "Loss/G/loss": {"num": 4000, "mean": 0.9024277839660645, "std": 0.25640446636411884}, "Loss/pl_penalty": {"num": 496, "mean": 0.0022973201923906024, "std": 0.006748098584894357}, "Loss/G/reg": {"num": 496, "mean": 0.004594640384781205, "std": 0.013496197169788714}, "Loss/scores/real": {"num": 4256, "mean": 0.21395665064412064, "std": 0.4573378984219856}, "Loss/signs/real": {"num": 4256, "mean": 0.3392857142857143, "std": 0.9406833707904231}, "Loss/D/loss": {"num": 4000, "mean": 1.2417197153568267, "std": 0.2059234652317975}, "Loss/r1_penalty": {"num": 256, "mean": 0.11658748099580407, "std": 0.042407277636683956}, "Loss/D/reg": {"num": 256, "mean": 0.047754231141880155, "std": 0.01737001972789264}, "Progress/tick": {"num": 1, "mean": 231.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 924.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 34006.2890625, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 115.67748260498047, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.919370651245117, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07454943656921387, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.712944030761719, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950888633728027, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 9.446191787719727, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.3935913145542145, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 189.8629150390625, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 163.92909240722656, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 218.58201599121094, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 180.14515686035156, "std": 0.0}, "timestamp": 1694503116.4048283}
{"Loss/scores/fake": {"num": 8000, "mean": -0.33601160660013557, "std": 0.5580037101251865}, "Loss/signs/fake": {"num": 8000, "mean": -0.48025, "std": 0.87713165345916}, "Loss/G/loss": {"num": 4000, "mean": 0.9567868230342865, "std": 0.3451595408479337}, "Loss/pl_penalty": {"num": 504, "mean": 0.0029405207181024172, "std": 0.013768296573381938}, "Loss/G/reg": {"num": 504, "mean": 0.0058810414362048345, "std": 0.027536593146763877}, "Loss/scores/real": {"num": 4256, "mean": 0.2820503708724409, "std": 0.5179504954205698}, "Loss/signs/real": {"num": 4256, "mean": 0.3919172932330827, "std": 0.9200004539481782}, "Loss/D/loss": {"num": 4000, "mean": 1.211862133026123, "std": 0.24844845626260642}, "Loss/r1_penalty": {"num": 256, "mean": 0.13903471594676375, "std": 0.08287627409514074}, "Loss/D/reg": {"num": 256, "mean": 0.0569486184976995, "std": 0.033946120848834846}, "Progress/tick": {"num": 1, "mean": 232.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 928.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 34122.1484375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 115.7869644165039, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.946741104125977, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07213711738586426, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.712944030761719, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.94962739944458, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 9.478374481201172, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.39493227005004883, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 189.73695373535156, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 163.8236083984375, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 219.1329345703125, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 180.421630859375, "std": 0.0}, "timestamp": 1694503232.2792685}
{"Loss/scores/fake": {"num": 8000, "mean": -0.2994632415138185, "std": 0.46599271741391096}, "Loss/signs/fake": {"num": 8000, "mean": -0.5055, "std": 0.8628266048285715}, "Loss/G/loss": {"num": 4000, "mean": 0.9180170129537583, "std": 0.27950464443807455}, "Loss/pl_penalty": {"num": 496, "mean": 0.002288987331051049, "std": 0.005831100259066038}, "Loss/G/reg": {"num": 496, "mean": 0.004577974662102098, "std": 0.011662200518132076}, "Loss/scores/real": {"num": 4240, "mean": 0.251510572394813, "std": 0.5061309954216902}, "Loss/signs/real": {"num": 4240, "mean": 0.38113207547169814, "std": 0.9245206006610323}, "Loss/D/loss": {"num": 4000, "mean": 1.216169473171234, "std": 0.22006273004245355}, "Loss/r1_penalty": {"num": 240, "mean": 0.15433379511038461, "std": 0.14959526623349143}, "Loss/D/reg": {"num": 240, "mean": 0.0632151206334432, "std": 0.06127421710952943}, "Progress/tick": {"num": 1, "mean": 233.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 932.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 34237.68359375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 115.44709777832031, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.861774444580078, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.08748459815979004, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.712944030761719, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948943138122559, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 9.510467529296875, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.39626947045326233, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 190.09945678710938, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 163.56658935546875, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 219.24761962890625, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 180.8209991455078, "std": 0.0}, "timestamp": 1694503347.7984364}
{"Loss/scores/fake": {"num": 8000, "mean": -0.2867735841572285, "std": 0.4686298405879236}, "Loss/signs/fake": {"num": 8000, "mean": -0.48475, "std": 0.8746527525252521}, "Loss/G/loss": {"num": 4000, "mean": 0.9099103907346725, "std": 0.2747678125213553}, "Loss/pl_penalty": {"num": 504, "mean": 0.002479936180096711, "std": 0.005999689419121215}, "Loss/G/reg": {"num": 504, "mean": 0.004959872360193422, "std": 0.01199937883824243}, "Loss/scores/real": {"num": 4256, "mean": 0.24215889316668412, "std": 0.4712355753039323}, "Loss/signs/real": {"num": 4256, "mean": 0.37640977443609025, "std": 0.9264532809100369}, "Loss/D/loss": {"num": 4000, "mean": 1.228136164188385, "std": 0.22260320472732753}, "Loss/r1_penalty": {"num": 256, "mean": 0.12871344457380474, "std": 0.05902134854930173}, "Loss/D/reg": {"num": 256, "mean": 0.05272102612070739, "std": 0.024175144451391406}, "Progress/tick": {"num": 1, "mean": 234.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 936.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 34353.57421875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 115.81873321533203, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.954683303833008, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07205843925476074, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.712944030761719, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950432300567627, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 9.542659759521484, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.3976108133792877, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 189.7574462890625, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 164.22093200683594, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 218.83494567871094, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 180.97970581054688, "std": 0.0}, "timestamp": 1694503463.6915329}
{"Loss/scores/fake": {"num": 8000, "mean": -0.30652262408658865, "std": 0.4834831818004546}, "Loss/signs/fake": {"num": 8000, "mean": -0.504, "std": 0.8637036528810099}, "Loss/G/loss": {"num": 4000, "mean": 0.9241931158304214, "std": 0.29533972856759744}, "Loss/pl_penalty": {"num": 496, "mean": 0.0017276261998866234, "std": 0.002905230449238108}, "Loss/G/reg": {"num": 496, "mean": 0.003455252399773247, "std": 0.005810460898476216}, "Loss/scores/real": {"num": 4240, "mean": 0.2614261553464633, "std": 0.5426152307021306}, "Loss/signs/real": {"num": 4240, "mean": 0.3731132075471698, "std": 0.9277858235357245}, "Loss/D/loss": {"num": 4000, "mean": 1.2169740946292877, "std": 0.24350044210462962}, "Loss/r1_penalty": {"num": 240, "mean": 0.1511633190015952, "std": 0.13111074383877758}, "Loss/D/reg": {"num": 240, "mean": 0.06191649449368318, "std": 0.05370296156477641}, "Progress/tick": {"num": 1, "mean": 235.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 940.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 34469.05859375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 115.41094970703125, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.852737426757812, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.0743720531463623, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.712944030761719, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.9504289627075195, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 9.574738502502441, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.39894744753837585, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 189.20652770996094, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 163.8348846435547, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 219.73709106445312, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 180.64588928222656, "std": 0.0}, "timestamp": 1694503579.1747866}
{"Loss/scores/fake": {"num": 8000, "mean": -0.27452954567596316, "std": 0.4511256667454994}, "Loss/signs/fake": {"num": 8000, "mean": -0.47975, "std": 0.8774052299251469}, "Loss/G/loss": {"num": 4000, "mean": 0.8985859882831574, "std": 0.26129482030212003}, "Loss/pl_penalty": {"num": 504, "mean": 0.0023138890983462924, "std": 0.003944232617708671}, "Loss/G/reg": {"num": 504, "mean": 0.004627778196692585, "std": 0.007888465235417343}, "Loss/scores/real": {"num": 4256, "mean": 0.2190787688850012, "std": 0.4486814926638959}, "Loss/signs/real": {"num": 4256, "mean": 0.37453007518796994, "std": 0.9272147662649111}, "Loss/D/loss": {"num": 4000, "mean": 1.2327654266357422, "std": 0.2065356465403357}, "Loss/r1_penalty": {"num": 256, "mean": 0.12887305300682783, "std": 0.10900633708595088}, "Loss/D/reg": {"num": 256, "mean": 0.05278640112373978, "std": 0.04464899467913861}, "Progress/tick": {"num": 1, "mean": 236.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 944.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 34584.8828125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 115.75224304199219, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.938060760498047, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07229018211364746, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.713123321533203, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949664115905762, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 9.606911659240723, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.40028801560401917, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 189.81581115722656, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 163.957763671875, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 218.04544067382812, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 180.0622100830078, "std": 0.0}, "timestamp": 1694503695.0013134}
{"Loss/scores/fake": {"num": 8000, "mean": -0.2894087573960423, "std": 0.49604225844480576}, "Loss/signs/fake": {"num": 8000, "mean": -0.4645, "std": 0.8855731195107494}, "Loss/G/loss": {"num": 4000, "mean": 0.9131925719976425, "std": 0.2932406220377826}, "Loss/pl_penalty": {"num": 496, "mean": 0.0024763489838674543, "std": 0.006889553182093437}, "Loss/G/reg": {"num": 496, "mean": 0.0049526979677349085, "std": 0.013779106364186874}, "Loss/scores/real": {"num": 4256, "mean": 0.24850792595696516, "std": 0.48778165318438166}, "Loss/signs/real": {"num": 4256, "mean": 0.3825187969924812, "std": 0.9239477095309155}, "Loss/D/loss": {"num": 4000, "mean": 1.2296197648048401, "std": 0.220184766446846}, "Loss/r1_penalty": {"num": 256, "mean": 0.12546416325494647, "std": 0.1106097279164637}, "Loss/D/reg": {"num": 256, "mean": 0.05139012006111443, "std": 0.04530574201880396}, "Progress/tick": {"num": 1, "mean": 237.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 948.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 34700.57421875, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 115.61587524414062, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.903968811035156, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07429146766662598, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.713123321533203, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948897838592529, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 9.63904857635498, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.4016270041465759, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 189.9376678466797, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 164.1328582763672, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 218.96397399902344, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 180.9766387939453, "std": 0.0}, "timestamp": 1694503810.6892517}
{"Loss/scores/fake": {"num": 8000, "mean": -0.3085123597290367, "std": 0.49666207443032323}, "Loss/signs/fake": {"num": 8000, "mean": -0.51925, "std": 0.8546223946866827}, "Loss/G/loss": {"num": 4000, "mean": 0.9280611553192138, "std": 0.29246805886905897}, "Loss/pl_penalty": {"num": 504, "mean": 0.0023592712952651912, "std": 0.0054600623151715945}, "Loss/G/reg": {"num": 504, "mean": 0.0047185425905303825, "std": 0.010920124630343189}, "Loss/scores/real": {"num": 4240, "mean": 0.26630082693442986, "std": 0.5604061200800714}, "Loss/signs/real": {"num": 4240, "mean": 0.36462264150943396, "std": 0.931155373339317}, "Loss/D/loss": {"num": 4000, "mean": 1.2197746725082397, "std": 0.2580461587297305}, "Loss/r1_penalty": {"num": 240, "mean": 0.14837983151276907, "std": 0.15798769093769718}, "Loss/D/reg": {"num": 240, "mean": 0.06077637635171414, "std": 0.06471175836521931}, "Progress/tick": {"num": 1, "mean": 238.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 952.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 34816.40234375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 115.75587463378906, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 28.938968658447266, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07205510139465332, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.713123321533203, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.950245380401611, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 9.671222686767578, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.4029676020145416, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 189.69293212890625, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 163.810302734375, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 218.63433837890625, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 179.94854736328125, "std": 0.0}, "timestamp": 1694503926.5195448}
{"Loss/scores/fake": {"num": 8000, "mean": -0.2881828484740108, "std": 0.43772287675623395}, "Loss/signs/fake": {"num": 8000, "mean": -0.501, "std": 0.8654472832010046}, "Loss/G/loss": {"num": 4000, "mean": 0.9109339842796326, "std": 0.25848034152670796}, "Loss/pl_penalty": {"num": 496, "mean": 0.0030887464658477374, "std": 0.014080760217214779}, "Loss/G/reg": {"num": 496, "mean": 0.006177492931695475, "std": 0.028161520434429557}, "Loss/scores/real": {"num": 4256, "mean": 0.22905204460178888, "std": 0.47120342301498447}, "Loss/signs/real": {"num": 4256, "mean": 0.34539473684210525, "std": 0.9384574981115409}, "Loss/D/loss": {"num": 4000, "mean": 1.2281830167770387, "std": 0.2119521045243748}, "Loss/r1_penalty": {"num": 256, "mean": 0.13264703238382936, "std": 0.0887032691228161}, "Loss/D/reg": {"num": 256, "mean": 0.05433222348801792, "std": 0.036332857090584876}, "Progress/tick": {"num": 1, "mean": 239.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 956.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 34934.1328125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 117.65647888183594, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 29.414119720458984, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.07442855834960938, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.713123321533203, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.948820114135742, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.00012799999967683107, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 9.703926086425781, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.40433022379875183, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 206.73741149902344, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 163.44473266601562, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 247.63084411621094, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 189.21676635742188, "std": 0.0}, "timestamp": 1694504044.2619817}
{"Loss/scores/fake": {"num": 8000, "mean": -0.27974101839214566, "std": 0.45780771674905146}, "Loss/signs/fake": {"num": 8000, "mean": -0.46925, "std": 0.8830653642284924}, "Loss/G/loss": {"num": 4000, "mean": 0.9031726698875427, "std": 0.27214403882066074}, "Loss/pl_penalty": {"num": 504, "mean": 0.0022849161787668153, "std": 0.004956538031446706}, "Loss/G/reg": {"num": 504, "mean": 0.0045698323575336305, "std": 0.009913076062893413}, "Loss/scores/real": {"num": 4256, "mean": 0.23874525278736664, "std": 0.47990332202181507}, "Loss/signs/real": {"num": 4256, "mean": 0.3641917293233083, "std": 0.9313239953380876}, "Loss/D/loss": {"num": 4000, "mean": 1.2274941692352295, "std": 0.21549221922763717}, "Loss/r1_penalty": {"num": 256, "mean": 0.14579840749502182, "std": 0.11110303971795751}, "Loss/D/reg": {"num": 256, "mean": 0.05971902539022267, "std": 0.04550780519196031}, "Progress/tick": {"num": 1, "mean": 240.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 960.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 35052.4375, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 118.2177734375, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 29.554443359375, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 0.08595108985900879, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.713123321533203, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949389934539795, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 9.736787796020508, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.4056994915008545, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 206.49778747558594, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 176.4812774658203, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 233.4781494140625, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 198.95193481445312, "std": 0.0}, "timestamp": 1694504642.5826511}
{"Loss/scores/fake": {"num": 8000, "mean": -0.2958367497511208, "std": 0.4830261306701431}, "Loss/signs/fake": {"num": 8000, "mean": -0.46725, "std": 0.8841252385833129}, "Loss/G/loss": {"num": 4000, "mean": 0.9149172710180282, "std": 0.2878873361671735}, "Loss/pl_penalty": {"num": 496, "mean": 0.0024894477720672804, "std": 0.004961228971150594}, "Loss/G/reg": {"num": 496, "mean": 0.004978895544134561, "std": 0.009922457942301188}, "Loss/scores/real": {"num": 4240, "mean": 0.2597652532265715, "std": 0.49787676036857487}, "Loss/signs/real": {"num": 4240, "mean": 0.3731132075471698, "std": 0.9277858235357245}, "Loss/D/loss": {"num": 4000, "mean": 1.221845613002777, "std": 0.21388116109286556}, "Loss/r1_penalty": {"num": 240, "mean": 0.12309720714886983, "std": 0.06995113053043533}, "Loss/D/reg": {"num": 240, "mean": 0.050420612841844556, "std": 0.028651985893295744}, "Progress/tick": {"num": 1, "mean": 241.0, "std": 0.0}, "Progress/kimg": {"num": 1, "mean": 964.0159912109375, "std": 0.0}, "Timing/total_sec": {"num": 1, "mean": 35649.8203125, "std": 0.0}, "Timing/sec_per_tick": {"num": 1, "mean": 117.28282928466797, "std": 0.0}, "Timing/sec_per_kimg": {"num": 1, "mean": 29.320707321166992, "std": 0.0}, "Timing/maintenance_sec": {"num": 1, "mean": 480.1029052734375, "std": 0.0}, "Resources/cpu_mem_gb": {"num": 1, "mean": 4.712863922119141, "std": 0.0}, "Resources/peak_gpu_mem_gb": {"num": 1, "mean": 4.949498176574707, "std": 0.0}, "Progress/augment": {"num": 1, "mean": 0.0, "std": 0.0}, "Timing/total_hours": {"num": 1, "mean": 9.902728080749512, "std": 0.0}, "Timing/total_days": {"num": 1, "mean": 0.4126136898994446, "std": 0.0}, "Timing/Gmain": {"num": 1, "mean": 193.5749053955078, "std": 0.0}, "Timing/Greg": {"num": 1, "mean": 163.57376098632812, "std": 0.0}, "Timing/Dmain": {"num": 1, "mean": 220.9566650390625, "std": 0.0}, "Timing/Dreg": {"num": 1, "mean": 183.5878448486328, "std": 0.0}, "timestamp": 1694504759.9386928}