{"lr": 0.004, "data_time": 1.7130630493164063, "loss": 0.6280613899230957, "time": 4.36142795085907, "epoch": 1, "memory": 61143, "step": 100}
{"lr": 0.004, "data_time": 1.3604084968566894, "loss": 0.604778128862381, "time": 4.2237999677658085, "epoch": 1, "memory": 61143, "step": 200}
{"lr": 0.004, "data_time": 0.8225233078002929, "loss": 0.5770811200141907, "time": 3.827829909324646, "epoch": 1, "memory": 61143, "step": 300}
{"lr": 0.004, "data_time": 1.9557789325714112, "loss": 0.552632063627243, "time": 4.0649792671203615, "epoch": 1, "memory": 61143, "step": 400}
{"lr": 0.004, "data_time": 2.152598524093628, "loss": 0.5663142740726471, "time": 3.9281469106674196, "epoch": 1, "memory": 61143, "step": 500}
{"lr": 0.004, "data_time": 1.68164381980896, "loss": 0.5425537526607513, "time": 3.4568049907684326, "epoch": 1, "memory": 61143, "step": 600}
{"lr": 0.004, "data_time": 1.3889002323150634, "loss": 0.5292092591524125, "time": 3.1568449258804323, "epoch": 1, "memory": 61143, "step": 700}
{"lr": 0.004, "data_time": 1.8797118663787842, "loss": 0.5095146715641021, "time": 3.640153408050537, "epoch": 1, "memory": 61143, "step": 800}
{"lr": 0.004, "data_time": 1.844734215736389, "loss": 0.4993878424167633, "time": 3.6293958187103272, "epoch": 1, "memory": 61143, "step": 900}
{"lr": 0.004, "data_time": 1.6931977033615113, "loss": 0.4898508757352829, "time": 3.461032843589783, "epoch": 1, "memory": 61143, "step": 1000}
{"lr": 0.004, "data_time": 1.602983283996582, "loss": 0.4797444552183151, "time": 3.357076120376587, "epoch": 1, "memory": 61143, "step": 1100}
{"lr": 0.004, "data_time": 1.8828502655029298, "loss": 0.4687023848295212, "time": 3.6645478010177612, "epoch": 1, "memory": 61143, "step": 1200}
{"lr": 0.004, "data_time": 2.0432738780975344, "loss": 0.4436558812856674, "time": 3.814341735839844, "epoch": 1, "memory": 61143, "step": 1300}
{"lr": 0.004, "data_time": 2.112619733810425, "loss": 0.45178292095661166, "time": 3.8833593130111694, "epoch": 1, "memory": 61143, "step": 1400}
{"accuracy/top1": 54.33369064331055, "data_time": 0.27214300632476807, "time": 0.6429488658905029, "step": 1}
{"lr": 0.0039754382394873, "data_time": 2.4369296550750734, "loss": 0.45136943757534026, "time": 4.204821467399597, "epoch": 2, "memory": 61146, "step": 1540}
{"lr": 0.0039754382394873, "data_time": 1.7613685846328735, "loss": 0.43077549040317537, "time": 3.5233321666717528, "epoch": 2, "memory": 61145, "step": 1640}
{"lr": 0.0039754382394873, "data_time": 1.6979450225830077, "loss": 0.41698336601257324, "time": 3.4566946268081664, "epoch": 2, "memory": 61145, "step": 1740}
{"lr": 0.0039754382394873, "data_time": 1.9897242546081544, "loss": 0.4037817716598511, "time": 3.781732964515686, "epoch": 2, "memory": 61145, "step": 1840}
{"lr": 0.0039754382394873, "data_time": 1.7586026430130004, "loss": 0.3876725047826767, "time": 3.5252096176147463, "epoch": 2, "memory": 61145, "step": 1940}
{"lr": 0.0039754382394873, "data_time": 1.4087422132492065, "loss": 0.3851060479879379, "time": 3.174519109725952, "epoch": 2, "memory": 61145, "step": 2040}
{"lr": 0.0039754382394873, "data_time": 1.414848518371582, "loss": 0.4002061516046524, "time": 3.206371474266052, "epoch": 2, "memory": 61145, "step": 2140}
{"lr": 0.0039754382394873, "data_time": 1.243985915184021, "loss": 0.35516210496425626, "time": 2.9946089029312133, "epoch": 2, "memory": 61145, "step": 2240}
{"lr": 0.0039754382394873, "data_time": 1.2611984968185426, "loss": 0.35801794528961184, "time": 3.040983867645264, "epoch": 2, "memory": 61145, "step": 2340}
{"lr": 0.0039754382394873, "data_time": 1.5412312030792237, "loss": 0.34500221312046053, "time": 3.3048946380615236, "epoch": 2, "memory": 61145, "step": 2440}
{"lr": 0.0039754382394873, "data_time": 1.3897242307662965, "loss": 0.33305284976959226, "time": 3.1557993650436402, "epoch": 2, "memory": 61145, "step": 2540}
{"lr": 0.0039754382394873, "data_time": 1.438400959968567, "loss": 0.3145768165588379, "time": 3.2056346416473387, "epoch": 2, "memory": 61145, "step": 2640}
{"lr": 0.0039754382394873, "data_time": 1.5566883325576781, "loss": 0.3397660493850708, "time": 3.313472104072571, "epoch": 2, "memory": 61145, "step": 2740}
{"lr": 0.0039754382394873, "data_time": 1.6529077529907226, "loss": 0.30533234775066376, "time": 3.4440282821655273, "epoch": 2, "memory": 61145, "step": 2840}
{"accuracy/top1": 73.44864654541016, "data_time": 0.2554305020500632, "time": 0.4852958426756017, "step": 2}
{"lr": 0.0039023577500088323, "data_time": 1.6938936471939088, "loss": 0.27967030107975005, "time": 3.5297956705093383, "epoch": 3, "memory": 61145, "step": 2980}
{"lr": 0.0039023577500088323, "data_time": 1.2517368078231812, "loss": 0.2744703829288483, "time": 3.3689878225326537, "epoch": 3, "memory": 61145, "step": 3080}
{"lr": 0.0039023577500088323, "data_time": 1.634689211845398, "loss": 0.2830836445093155, "time": 3.411437654495239, "epoch": 3, "memory": 61145, "step": 3180}
{"lr": 0.0039023577500088323, "data_time": 1.5658483505249023, "loss": 0.2656904995441437, "time": 3.315410280227661, "epoch": 3, "memory": 61145, "step": 3280}
{"lr": 0.0039023577500088323, "data_time": 1.5091981887817383, "loss": 0.26522556096315386, "time": 3.27861430644989, "epoch": 3, "memory": 61145, "step": 3380}
{"lr": 0.0039023577500088323, "data_time": 1.7050632953643798, "loss": 0.25637071281671525, "time": 3.4873088359832765, "epoch": 3, "memory": 61145, "step": 3480}
{"lr": 0.0039023577500088323, "data_time": 1.382461929321289, "loss": 0.25835521817207335, "time": 3.165927195549011, "epoch": 3, "memory": 61145, "step": 3580}
{"lr": 0.0039023577500088323, "data_time": 1.5841979265213013, "loss": 0.2746317759156227, "time": 3.362286019325256, "epoch": 3, "memory": 61145, "step": 3680}
{"lr": 0.0039023577500088323, "data_time": 1.4913410186767577, "loss": 0.44324982464313506, "time": 3.279749298095703, "epoch": 3, "memory": 61145, "step": 3780}
{"lr": 0.0039023577500088323, "data_time": 1.6023799180984497, "loss": 0.30170021057128904, "time": 3.368915319442749, "epoch": 3, "memory": 61145, "step": 3880}
{"lr": 0.0039023577500088323, "data_time": 2.003620076179504, "loss": 0.24604385048151017, "time": 3.7910067558288576, "epoch": 3, "memory": 61145, "step": 3980}
{"lr": 0.0039023577500088323, "data_time": 1.633652687072754, "loss": 0.2390464022755623, "time": 3.4165264129638673, "epoch": 3, "memory": 61145, "step": 4080}
{"lr": 0.0039023577500088323, "data_time": 1.686966323852539, "loss": 0.23189062476158143, "time": 3.448843550682068, "epoch": 3, "memory": 61145, "step": 4180}
{"lr": 0.0039023577500088323, "data_time": 1.6247499704360961, "loss": 0.23772178888320922, "time": 3.410560417175293, "epoch": 3, "memory": 61145, "step": 4280}
{"accuracy/top1": 80.7587890625, "data_time": 0.25339679157032685, "time": 0.486673256930183, "step": 3}
{"lr": 0.0037825580157557948, "data_time": 1.4799125432968139, "loss": 0.23052257299423218, "time": 3.2469041109085084, "epoch": 4, "memory": 61145, "step": 4420}
{"lr": 0.0037825580157557948, "data_time": 1.524852418899536, "loss": 0.23137079030275345, "time": 3.2973489284515383, "epoch": 4, "memory": 61145, "step": 4520}
{"lr": 0.0037825580157557948, "data_time": 1.588316512107849, "loss": 0.22561066150665282, "time": 3.3671595811843873, "epoch": 4, "memory": 61145, "step": 4620}
{"lr": 0.0037825580157557948, "data_time": 1.4662907600402832, "loss": 0.23371999561786652, "time": 3.2422826528549193, "epoch": 4, "memory": 61145, "step": 4720}
{"lr": 0.0037825580157557948, "data_time": 1.3720803022384644, "loss": 0.23059415072202682, "time": 3.138239860534668, "epoch": 4, "memory": 61145, "step": 4820}
{"lr": 0.0037825580157557948, "data_time": 1.367960023880005, "loss": 0.22049878537654877, "time": 3.133543682098389, "epoch": 4, "memory": 61145, "step": 4920}
{"lr": 0.0037825580157557948, "data_time": 1.3326706886291504, "loss": 0.22130948007106782, "time": 3.1160457134246826, "epoch": 4, "memory": 61145, "step": 5020}
{"lr": 0.0037825580157557948, "data_time": 1.496960711479187, "loss": 0.21808547526597977, "time": 3.248895525932312, "epoch": 4, "memory": 61145, "step": 5120}
{"lr": 0.0037825580157557948, "data_time": 1.4183381795883179, "loss": 0.4881200700998306, "time": 3.1870269775390625, "epoch": 4, "memory": 61145, "step": 5220}
{"lr": 0.0037825580157557948, "data_time": 1.3342695951461792, "loss": 0.3468328148126602, "time": 3.084699034690857, "epoch": 4, "memory": 61145, "step": 5320}
{"lr": 0.0037825580157557948, "data_time": 1.4967683553695679, "loss": 0.26561583280563356, "time": 3.247421407699585, "epoch": 4, "memory": 61145, "step": 5420}
{"lr": 0.0037825580157557948, "data_time": 1.4720463752746582, "loss": 0.22668404877185822, "time": 3.26472749710083, "epoch": 4, "memory": 61145, "step": 5520}
{"lr": 0.0037825580157557948, "data_time": 0.0023345708847045898, "loss": 0.224278225004673, "time": 3.0901735067367553, "epoch": 4, "memory": 61145, "step": 5620}
{"lr": 0.0037825580157557948, "data_time": 0.7537124872207641, "loss": 0.21717673391103745, "time": 3.075292778015137, "epoch": 4, "memory": 61145, "step": 5720}
{"accuracy/top1": 80.49996948242188, "data_time": 0.25596802374895883, "time": 0.4827101651360007, "step": 4}
{"lr": 0.0036189889037780212, "data_time": 1.2480610609054565, "loss": 0.5187392711639405, "time": 3.075471377372742, "epoch": 5, "memory": 61145, "step": 5860}
{"lr": 0.0036189889037780212, "data_time": 0.6788094997406006, "loss": 0.42944357395172117, "time": 3.0854479551315306, "epoch": 5, "memory": 61145, "step": 5960}
{"lr": 0.0036189889037780212, "data_time": 1.1822561740875244, "loss": 0.3694631189107895, "time": 3.0640578508377074, "epoch": 5, "memory": 61145, "step": 6060}
{"lr": 0.0036189889037780212, "data_time": 1.2857311964035034, "loss": 0.24512279480695726, "time": 3.0508487462997436, "epoch": 5, "memory": 61145, "step": 6160}
{"lr": 0.0036189889037780212, "data_time": 1.289154601097107, "loss": 0.22952439188957213, "time": 3.0749281644821167, "epoch": 5, "memory": 61145, "step": 6260}
{"lr": 0.0036189889037780212, "data_time": 1.2537958383560182, "loss": 0.2201613202691078, "time": 3.0172586917877195, "epoch": 5, "memory": 61145, "step": 6360}
{"lr": 0.0036189889037780212, "data_time": 1.285356378555298, "loss": 0.6604279816150666, "time": 3.080531668663025, "epoch": 5, "memory": 61145, "step": 6460}
{"lr": 0.0036189889037780212, "data_time": 1.426414966583252, "loss": 0.4415350526571274, "time": 3.17825186252594, "epoch": 5, "memory": 61145, "step": 6560}
{"lr": 0.0036189889037780212, "data_time": 1.4116779804229735, "loss": 0.23701888024806977, "time": 3.1798554420471192, "epoch": 5, "memory": 61145, "step": 6660}
{"lr": 0.0036189889037780212, "data_time": 1.3251469373703002, "loss": 0.21668200343847274, "time": 3.0851128101348877, "epoch": 5, "memory": 61145, "step": 6760}
{"lr": 0.0036189889037780212, "data_time": 1.3410115718841553, "loss": 0.22156630903482438, "time": 3.1023576736450194, "epoch": 5, "memory": 61145, "step": 6860}
{"lr": 0.0036189889037780212, "data_time": 1.341738796234131, "loss": 0.21785434931516648, "time": 3.099390721321106, "epoch": 5, "memory": 61145, "step": 6960}
{"lr": 0.0036189889037780212, "data_time": 1.3212546110153198, "loss": 0.2146911159157753, "time": 3.08558611869812, "epoch": 5, "memory": 61145, "step": 7060}
{"lr": 0.0036189889037780212, "data_time": 1.2699919939041138, "loss": 0.2130149260163307, "time": 3.059149074554443, "epoch": 5, "memory": 61145, "step": 7160}
{"accuracy/top1": 73.19613647460938, "data_time": 0.2506285695468678, "time": 0.47710183087517233, "step": 5}
{"lr": 0.003415678028467163, "data_time": 1.327199935913086, "loss": 0.21091615557670593, "time": 3.0956477403640745, "epoch": 6, "memory": 61145, "step": 7300}
{"lr": 0.003415678028467163, "data_time": 1.2757323503494262, "loss": 0.21031467467546464, "time": 3.031269073486328, "epoch": 6, "memory": 61145, "step": 7400}
{"lr": 0.003415678028467163, "data_time": 1.2686207294464111, "loss": 0.21194825917482377, "time": 3.0530646562576296, "epoch": 6, "memory": 61145, "step": 7500}
{"lr": 0.003415678028467163, "data_time": 1.3811330556869508, "loss": 0.21540516316890718, "time": 3.1302960395812987, "epoch": 6, "memory": 61145, "step": 7600}
{"lr": 0.003415678028467163, "data_time": 1.1832636594772339, "loss": 0.2109585776925087, "time": 2.958653521537781, "epoch": 6, "memory": 61145, "step": 7700}
{"lr": 0.003415678028467163, "data_time": 1.407991075515747, "loss": 0.23347438722848893, "time": 3.161695456504822, "epoch": 6, "memory": 61145, "step": 7800}
{"lr": 0.003415678028467163, "data_time": 1.342753291130066, "loss": 0.209233358502388, "time": 3.1355624437332152, "epoch": 6, "memory": 61145, "step": 7900}
{"lr": 0.003415678028467163, "data_time": 1.354392170906067, "loss": 0.2123303681612015, "time": 3.116430330276489, "epoch": 6, "memory": 61145, "step": 8000}
{"lr": 0.003415678028467163, "data_time": 1.3150188207626343, "loss": 0.21217477917671204, "time": 3.0944385051727297, "epoch": 6, "memory": 61145, "step": 8100}
{"lr": 0.003415678028467163, "data_time": 1.2378691673278808, "loss": 0.22938902974128722, "time": 6.356593608856201, "epoch": 6, "memory": 61145, "step": 8200}
{"lr": 0.003415678028467163, "data_time": 0.0022025108337402344, "loss": 0.5893660843372345, "time": 2.933739995956421, "epoch": 6, "memory": 61145, "step": 8300}
{"lr": 0.003415678028467163, "data_time": 0.42315075397491453, "loss": 0.5871405005455017, "time": 3.0413651943206785, "epoch": 6, "memory": 61145, "step": 8400}
{"lr": 0.003415678028467163, "data_time": 1.139907145500183, "loss": 0.5091971963644027, "time": 2.9095616579055785, "epoch": 6, "memory": 61145, "step": 8500}
{"lr": 0.003415678028467163, "data_time": 1.2904117345809936, "loss": 0.4725072294473648, "time": 3.0508846282958983, "epoch": 6, "memory": 61145, "step": 8600}
{"accuracy/top1": 78.41676330566406, "data_time": 0.23968013595132268, "time": 0.46704961271846995, "step": 6}
{"lr": 0.003177631578323485, "data_time": 1.2088043689727783, "loss": 0.4402738243341446, "time": 3.012364149093628, "epoch": 7, "memory": 61145, "step": 8740}
{"lr": 0.003177631578323485, "data_time": 1.3572895765304565, "loss": 0.3953871577978134, "time": 3.1733875274658203, "epoch": 7, "memory": 61145, "step": 8840}
{"lr": 0.003177631578323485, "data_time": 1.1977622270584107, "loss": 0.2557254731655121, "time": 2.9848200559616087, "epoch": 7, "memory": 61145, "step": 8940}
{"lr": 0.003177631578323485, "data_time": 1.3734773635864257, "loss": 0.22934531271457673, "time": 3.161170172691345, "epoch": 7, "memory": 61145, "step": 9040}
{"lr": 0.003177631578323485, "data_time": 1.3455553293228149, "loss": 0.21808532625436783, "time": 3.101999068260193, "epoch": 7, "memory": 61145, "step": 9140}
{"lr": 0.003177631578323485, "data_time": 1.2815997838973998, "loss": 0.21185320168733596, "time": 3.081390380859375, "epoch": 7, "memory": 61145, "step": 9240}
{"lr": 0.003177631578323485, "data_time": 1.3924853563308717, "loss": 0.2116745427250862, "time": 3.149598789215088, "epoch": 7, "memory": 61145, "step": 9340}
{"lr": 0.003177631578323485, "data_time": 1.2871636152267456, "loss": 0.2099997103214264, "time": 3.092425560951233, "epoch": 7, "memory": 61145, "step": 9440}
{"lr": 0.003177631578323485, "data_time": 1.3338433980941773, "loss": 0.21052040457725524, "time": 3.0859866380691527, "epoch": 7, "memory": 61145, "step": 9540}
{"lr": 0.003177631578323485, "data_time": 1.2957664251327514, "loss": 0.20748849660158158, "time": 3.067079782485962, "epoch": 7, "memory": 61145, "step": 9640}
{"lr": 0.003177631578323485, "data_time": 1.2907065153121948, "loss": 0.2065814405679703, "time": 3.0555028676986695, "epoch": 7, "memory": 61145, "step": 9740}
{"lr": 0.003177631578323485, "data_time": 1.3843186855316163, "loss": 0.2133854016661644, "time": 3.1655680894851685, "epoch": 7, "memory": 61145, "step": 9840}
{"lr": 0.003177631578323485, "data_time": 1.410230803489685, "loss": 0.6152868151664734, "time": 3.1757494449615478, "epoch": 7, "memory": 61145, "step": 9940}
{"lr": 0.003177631578323485, "data_time": 1.4121645212173461, "loss": 0.5245011568069458, "time": 3.177628183364868, "epoch": 7, "memory": 61145, "step": 10040}
{"accuracy/top1": 93.33374786376953, "data_time": 0.24559831619262695, "time": 0.4722733637865852, "step": 7}
{"lr": 0.0029107110469803964, "data_time": 0.6950544357299805, "loss": 0.4657981514930725, "time": 3.0901869773864745, "epoch": 8, "memory": 61145, "step": 10180}
{"lr": 0.0029107110469803964, "data_time": 0.8307860851287842, "loss": 0.43963272869586945, "time": 3.2131316661834717, "epoch": 8, "memory": 61145, "step": 10280}
{"lr": 0.0029107110469803964, "data_time": 1.0770029544830322, "loss": 0.41147109866142273, "time": 3.1430297613143923, "epoch": 8, "memory": 61145, "step": 10380}
{"lr": 0.0029107110469803964, "data_time": 1.290766429901123, "loss": 0.41178798079490664, "time": 3.055069160461426, "epoch": 8, "memory": 61145, "step": 10480}
{"lr": 0.0029107110469803964, "data_time": 1.297412061691284, "loss": 0.3912085950374603, "time": 3.0869417667388914, "epoch": 8, "memory": 61145, "step": 10580}
{"lr": 0.0029107110469803964, "data_time": 1.2923460483551026, "loss": 0.3674752235412598, "time": 3.0950441122055055, "epoch": 8, "memory": 61145, "step": 10680}
{"lr": 0.0029107110469803964, "data_time": 1.3209062814712524, "loss": 0.353262397646904, "time": 3.092371368408203, "epoch": 8, "memory": 61145, "step": 10780}
{"lr": 0.0029107110469803964, "data_time": 1.3249934196472168, "loss": 0.3378433495759964, "time": 3.0916277408599853, "epoch": 8, "memory": 61145, "step": 10880}
{"lr": 0.0029107110469803964, "data_time": 1.3870600700378417, "loss": 0.3248699098825455, "time": 3.1861149311065673, "epoch": 8, "memory": 61145, "step": 10980}
{"lr": 0.0029107110469803964, "data_time": 1.3786678552627563, "loss": 0.3034124970436096, "time": 3.1566009759902953, "epoch": 8, "memory": 61145, "step": 11080}
{"lr": 0.0029107110469803964, "data_time": 1.3681430101394654, "loss": 0.31824258863925936, "time": 3.139137887954712, "epoch": 8, "memory": 61145, "step": 11180}
{"lr": 0.0029107110469803964, "data_time": 1.3256127834320068, "loss": 0.2937474995851517, "time": 3.105956268310547, "epoch": 8, "memory": 61145, "step": 11280}
{"lr": 0.0029107110469803964, "data_time": 1.2849518060684204, "loss": 0.2927419424057007, "time": 3.0546663761138917, "epoch": 8, "memory": 61145, "step": 11380}
{"lr": 0.0029107110469803964, "data_time": 1.453737735748291, "loss": 0.2789072453975677, "time": 3.2541993856430054, "epoch": 8, "memory": 61145, "step": 11480}
{"accuracy/top1": 97.13401794433594, "data_time": 0.24754604171304143, "time": 0.4746855567483341, "step": 8}
{"lr": 0.0026214889037780207, "data_time": 0.8896720170974731, "loss": 0.27948315143585206, "time": 3.1850438594818113, "epoch": 9, "memory": 61145, "step": 11620}
{"lr": 0.0026214889037780207, "data_time": 1.125617504119873, "loss": 0.2639809250831604, "time": 3.1249682664871217, "epoch": 9, "memory": 61145, "step": 11720}
{"lr": 0.0026214889037780207, "data_time": 1.3541236162185668, "loss": 0.25968233346939085, "time": 3.1157520055770873, "epoch": 9, "memory": 61145, "step": 11820}
{"lr": 0.0026214889037780207, "data_time": 1.3616967439651488, "loss": 0.247555910050869, "time": 3.1485676050186155, "epoch": 9, "memory": 61145, "step": 11920}
{"lr": 0.0026214889037780207, "data_time": 1.2850595474243165, "loss": 0.23718794882297517, "time": 3.053327775001526, "epoch": 9, "memory": 61145, "step": 12020}
{"lr": 0.0026214889037780207, "data_time": 1.3581131219863891, "loss": 0.23645456433296203, "time": 3.1300790071487428, "epoch": 9, "memory": 61145, "step": 12120}
{"lr": 0.0026214889037780207, "data_time": 1.2983941078186034, "loss": 0.23156867027282715, "time": 3.0735569477081297, "epoch": 9, "memory": 61145, "step": 12220}
{"lr": 0.0026214889037780207, "data_time": 1.3186868906021119, "loss": 0.23194513469934464, "time": 3.0875450134277345, "epoch": 9, "memory": 61145, "step": 12320}
{"lr": 0.0026214889037780207, "data_time": 1.3964525938034058, "loss": 0.2303655579686165, "time": 3.172581696510315, "epoch": 9, "memory": 61145, "step": 12420}
{"lr": 0.0026214889037780207, "data_time": 1.3123528718948365, "loss": 0.2225619450211525, "time": 3.0856523752212524, "epoch": 9, "memory": 61145, "step": 12520}
{"lr": 0.0026214889037780207, "data_time": 1.2784934282302856, "loss": 0.22804639786481856, "time": 3.0721927165985106, "epoch": 9, "memory": 61145, "step": 12620}
{"lr": 0.0026214889037780207, "data_time": 1.2362180471420288, "loss": 0.22302616387605667, "time": 3.0199347734451294, "epoch": 9, "memory": 61145, "step": 12720}
{"lr": 0.0026214889037780207, "data_time": 1.411906933784485, "loss": 0.22183109670877457, "time": 3.1815821886062623, "epoch": 9, "memory": 61145, "step": 12820}
{"lr": 0.0026214889037780207, "data_time": 1.3612128019332885, "loss": 0.21841464340686798, "time": 3.1760150671005247, "epoch": 9, "memory": 61145, "step": 12920}
{"accuracy/top1": 98.0177993774414, "data_time": 0.23865142990561092, "time": 0.47052425496718464, "step": 9}
{"lr": 0.002317086757755261, "data_time": 1.1507697582244873, "loss": 0.214485327899456, "time": 3.1092417240142822, "epoch": 10, "memory": 61145, "step": 13060}
{"lr": 0.002317086757755261, "data_time": 1.3323131322860717, "loss": 0.2162133902311325, "time": 3.0941875696182253, "epoch": 10, "memory": 61145, "step": 13160}
{"lr": 0.002317086757755261, "data_time": 1.2937342405319214, "loss": 0.21600172072649002, "time": 3.077526497840881, "epoch": 10, "memory": 61145, "step": 13260}
{"lr": 0.002317086757755261, "data_time": 1.3234427452087403, "loss": 0.21877665519714357, "time": 3.1045006036758425, "epoch": 10, "memory": 61145, "step": 13360}
{"lr": 0.002317086757755261, "data_time": 1.3379269123077393, "loss": 0.2420973151922226, "time": 3.1301849603652956, "epoch": 10, "memory": 61145, "step": 13460}
{"lr": 0.002317086757755261, "data_time": 1.3330594539642333, "loss": 0.2090570256114006, "time": 3.0870211601257322, "epoch": 10, "memory": 61145, "step": 13560}
{"lr": 0.002317086757755261, "data_time": 1.386960792541504, "loss": 0.2136906072497368, "time": 3.1576788902282713, "epoch": 10, "memory": 61145, "step": 13660}
{"lr": 0.002317086757755261, "data_time": 1.4971266746520997, "loss": 0.2120979145169258, "time": 3.252758240699768, "epoch": 10, "memory": 61145, "step": 13760}
{"lr": 0.002317086757755261, "data_time": 1.4303601264953614, "loss": 0.20855435580015183, "time": 3.180695915222168, "epoch": 10, "memory": 61145, "step": 13860}
{"lr": 0.002317086757755261, "data_time": 1.3377168893814086, "loss": 0.21341949701309204, "time": 3.112483334541321, "epoch": 10, "memory": 61145, "step": 13960}
{"lr": 0.002317086757755261, "data_time": 1.4528234243392943, "loss": 0.2106423109769821, "time": 3.2459860324859617, "epoch": 10, "memory": 61145, "step": 14060}
{"lr": 0.002317086757755261, "data_time": 1.4445148944854735, "loss": 0.20821882039308548, "time": 3.198951506614685, "epoch": 10, "memory": 61145, "step": 14160}
{"lr": 0.002317086757755261, "data_time": 1.3375514984130858, "loss": 0.43864227533340455, "time": 3.1213868618011475, "epoch": 10, "memory": 61145, "step": 14260}
{"lr": 0.002317086757755261, "data_time": 1.3947025537490845, "loss": 0.22921686321496965, "time": 3.181926941871643, "epoch": 10, "memory": 61145, "step": 14360}
{"accuracy/top1": 96.93832397460938, "data_time": 0.23350057882421157, "time": 0.4679492782143986, "step": 10}
{"lr": 0.0020050000000000003, "data_time": 1.0506031274795533, "loss": 0.21396497637033463, "time": 3.0896746635437013, "epoch": 11, "memory": 61145, "step": 14500}
{"lr": 0.0020050000000000003, "data_time": 1.0325023412704468, "loss": 0.20982069671154022, "time": 3.13472900390625, "epoch": 11, "memory": 61145, "step": 14600}
{"lr": 0.0020050000000000003, "data_time": 1.3851130247116088, "loss": 0.2154417008161545, "time": 3.136973476409912, "epoch": 11, "memory": 61145, "step": 14700}
{"lr": 0.0020050000000000003, "data_time": 1.2574612140655517, "loss": 0.20886597335338591, "time": 3.0546548843383787, "epoch": 11, "memory": 61145, "step": 14800}
{"lr": 0.0020050000000000003, "data_time": 1.3200727462768556, "loss": 0.2102435976266861, "time": 3.0892250776290893, "epoch": 11, "memory": 61145, "step": 14900}
{"lr": 0.0020050000000000003, "data_time": 1.3789181470870973, "loss": 0.20736741572618483, "time": 3.158732056617737, "epoch": 11, "memory": 61145, "step": 15000}
{"lr": 0.0020050000000000003, "data_time": 1.273102331161499, "loss": 0.20581120550632476, "time": 3.023810052871704, "epoch": 11, "memory": 61145, "step": 15100}
{"lr": 0.0020050000000000003, "data_time": 1.4580342531204225, "loss": 0.21001167744398117, "time": 3.2336506605148316, "epoch": 11, "memory": 61145, "step": 15200}
{"lr": 0.0020050000000000003, "data_time": 1.310532021522522, "loss": 0.20431315153837204, "time": 3.0961413383483887, "epoch": 11, "memory": 61145, "step": 15300}
{"lr": 0.0020050000000000003, "data_time": 1.3269094944000244, "loss": 0.2048868253827095, "time": 3.1072128295898436, "epoch": 11, "memory": 61145, "step": 15400}
{"lr": 0.0020050000000000003, "data_time": 1.377335000038147, "loss": 0.21495335549116135, "time": 3.147787880897522, "epoch": 11, "memory": 61145, "step": 15500}
{"lr": 0.0020050000000000003, "data_time": 1.4597194194793701, "loss": 0.2065896660089493, "time": 3.248529052734375, "epoch": 11, "memory": 61145, "step": 15600}
{"lr": 0.0020050000000000003, "data_time": 1.3403338193893433, "loss": 0.20524612218141555, "time": 3.1004098415374757, "epoch": 11, "memory": 61145, "step": 15700}
{"lr": 0.0020050000000000003, "data_time": 1.3929861068725586, "loss": 0.3890265688300133, "time": 3.178326463699341, "epoch": 11, "memory": 61145, "step": 15800}
{"accuracy/top1": 92.39315032958984, "data_time": 0.25474998530219584, "time": 0.48205336402444277, "step": 11}
{"lr": 0.0016929132422447402, "data_time": 1.1677767753601074, "loss": 0.2115398958325386, "time": 3.1338894605636596, "epoch": 12, "memory": 61145, "step": 15940}
{"lr": 0.0016929132422447402, "data_time": 1.4426311731338501, "loss": 0.20715700685977936, "time": 3.198032522201538, "epoch": 12, "memory": 61145, "step": 16040}
{"lr": 0.0016929132422447402, "data_time": 1.4528038024902343, "loss": 0.20810561776161193, "time": 3.2064133167266844, "epoch": 12, "memory": 61145, "step": 16140}
{"lr": 0.0016929132422447402, "data_time": 1.493489408493042, "loss": 0.2062857300043106, "time": 3.2709250688552856, "epoch": 12, "memory": 61145, "step": 16240}
{"lr": 0.0016929132422447402, "data_time": 1.4901140689849854, "loss": 0.20680598616600038, "time": 3.2488963127136232, "epoch": 12, "memory": 61145, "step": 16340}
{"lr": 0.0016929132422447402, "data_time": 1.330900454521179, "loss": 0.20609278678894044, "time": 3.088787579536438, "epoch": 12, "memory": 61145, "step": 16440}
{"lr": 0.0016929132422447402, "data_time": 1.4864380836486817, "loss": 0.20673569440841674, "time": 3.256498193740845, "epoch": 12, "memory": 61145, "step": 16540}
{"lr": 0.0016929132422447402, "data_time": 1.3910550355911255, "loss": 0.20453892946243285, "time": 3.1482223987579347, "epoch": 12, "memory": 61145, "step": 16640}
{"lr": 0.0016929132422447402, "data_time": 1.5198049783706664, "loss": 0.20335696935653685, "time": 3.314421033859253, "epoch": 12, "memory": 61145, "step": 16740}
{"lr": 0.0016929132422447402, "data_time": 1.4722851753234862, "loss": 0.20423238277435302, "time": 3.2255250453948974, "epoch": 12, "memory": 61145, "step": 16840}
{"lr": 0.0016929132422447402, "data_time": 1.4404170513153076, "loss": 0.2077995851635933, "time": 3.2166297674179076, "epoch": 12, "memory": 61145, "step": 16940}
{"lr": 0.0016929132422447402, "data_time": 1.4542959451675415, "loss": 0.20349851250648499, "time": 3.2394116163253783, "epoch": 12, "memory": 61145, "step": 17040}
{"lr": 0.0016929132422447402, "data_time": 1.479795551300049, "loss": 0.20247942060232163, "time": 3.2678136348724367, "epoch": 12, "memory": 61145, "step": 17140}
{"lr": 0.0016929132422447402, "data_time": 1.4093853950500488, "loss": 0.20381221920251846, "time": 3.2344154357910155, "epoch": 12, "memory": 61145, "step": 17240}
{"accuracy/top1": 75.1720199584961, "data_time": 0.2596929774564855, "time": 0.49056057369007783, "step": 12}
{"lr": 0.0013885110962219803, "data_time": 0.8688613176345825, "loss": 0.2030133917927742, "time": 3.0908605575561525, "epoch": 13, "memory": 61145, "step": 17380}
{"lr": 0.0013885110962219803, "data_time": 0.5883035898208618, "loss": 0.20363679230213166, "time": 3.231678676605225, "epoch": 13, "memory": 61145, "step": 17480}
{"lr": 0.0013885110962219803, "data_time": 0.5508976221084595, "loss": 0.20518180578947068, "time": 3.185136890411377, "epoch": 13, "memory": 61145, "step": 17580}
{"lr": 0.0013885110962219803, "data_time": 1.391202735900879, "loss": 0.20737201869487762, "time": 3.2718473434448243, "epoch": 13, "memory": 61145, "step": 17680}
{"lr": 0.0013885110962219803, "data_time": 2.2405836820602416, "loss": 0.20596887171268463, "time": 4.006868648529053, "epoch": 13, "memory": 61145, "step": 17780}
{"lr": 0.0013885110962219803, "data_time": 1.4577032804489136, "loss": 0.20395630449056626, "time": 3.2259729623794557, "epoch": 13, "memory": 61145, "step": 17880}
{"lr": 0.0013885110962219803, "data_time": 1.4013015270233153, "loss": 0.20326561331748963, "time": 3.195839858055115, "epoch": 13, "memory": 61145, "step": 17980}
{"lr": 0.0013885110962219803, "data_time": 1.4415432929992675, "loss": 0.204030404984951, "time": 3.2272146463394167, "epoch": 13, "memory": 61145, "step": 18080}
{"lr": 0.0013885110962219803, "data_time": 1.4219282388687133, "loss": 0.20333558320999146, "time": 3.1845631837844848, "epoch": 13, "memory": 61145, "step": 18180}
{"lr": 0.0013885110962219803, "data_time": 1.4633343458175658, "loss": 0.20350033938884735, "time": 3.2231768131256104, "epoch": 13, "memory": 61145, "step": 18280}
{"lr": 0.0013885110962219803, "data_time": 1.474947166442871, "loss": 0.2013031557202339, "time": 3.2273441791534423, "epoch": 13, "memory": 61145, "step": 18380}
{"lr": 0.0013885110962219803, "data_time": 1.4674747467041016, "loss": 0.2027623936533928, "time": 3.2653159618377687, "epoch": 13, "memory": 61145, "step": 18480}
{"lr": 0.0013885110962219803, "data_time": 1.5045531749725343, "loss": 0.20190396159887314, "time": 3.2731655836105347, "epoch": 13, "memory": 61145, "step": 18580}
{"lr": 0.0013885110962219803, "data_time": 1.3992159605026244, "loss": 0.20390971451997758, "time": 3.1675029754638673, "epoch": 13, "memory": 61145, "step": 18680}
{"accuracy/top1": 61.77008819580078, "data_time": 0.2610341240377987, "time": 0.48876219637253704, "step": 13}
{"lr": 0.0010992889530196043, "data_time": 1.102649712562561, "loss": 0.20250055342912673, "time": 3.1805857181549073, "epoch": 14, "memory": 61145, "step": 18820}
{"lr": 0.0010992889530196043, "data_time": 1.4801113843917846, "loss": 0.20265392512083052, "time": 3.2537014961242674, "epoch": 14, "memory": 61145, "step": 18920}
{"lr": 0.0010992889530196043, "data_time": 1.5634637832641602, "loss": 0.20136702358722686, "time": 3.3251278400421143, "epoch": 14, "memory": 61145, "step": 19020}
{"lr": 0.0010992889530196043, "data_time": 1.4503780841827392, "loss": 0.20164737701416016, "time": 3.2222634077072145, "epoch": 14, "memory": 61145, "step": 19120}
{"lr": 0.0010992889530196043, "data_time": 1.5506370067596436, "loss": 0.20156373530626298, "time": 3.3353641271591186, "epoch": 14, "memory": 61145, "step": 19220}
{"lr": 0.0010992889530196043, "data_time": 1.5880133152008056, "loss": 0.20293943583965302, "time": 3.3588680982589723, "epoch": 14, "memory": 61145, "step": 19320}
{"lr": 0.0010992889530196043, "data_time": 1.4978216409683227, "loss": 0.2030561536550522, "time": 3.2776420593261717, "epoch": 14, "memory": 61145, "step": 19420}
{"lr": 0.0010992889530196043, "data_time": 1.5181540727615357, "loss": 0.20381435453891755, "time": 3.30031898021698, "epoch": 14, "memory": 61145, "step": 19520}
{"lr": 0.0010992889530196043, "data_time": 1.6687667608261108, "loss": 0.20175562500953675, "time": 3.447770690917969, "epoch": 14, "memory": 61145, "step": 19620}
{"lr": 0.0010992889530196043, "data_time": 1.4506142616271973, "loss": 0.20231660157442094, "time": 3.250755023956299, "epoch": 14, "memory": 61145, "step": 19720}
{"lr": 0.0010992889530196043, "data_time": 1.5440868377685546, "loss": 0.20214795619249343, "time": 3.3528568744659424, "epoch": 14, "memory": 61145, "step": 19820}
{"lr": 0.0010992889530196043, "data_time": 1.6898084878921509, "loss": 0.20152749568223954, "time": 3.469971776008606, "epoch": 14, "memory": 61145, "step": 19920}
{"lr": 0.0010992889530196043, "data_time": 1.6408870935440063, "loss": 0.5079215049743653, "time": 3.4183467388153077, "epoch": 14, "memory": 61145, "step": 20020}
{"lr": 0.0010992889530196043, "data_time": 1.5968194961547852, "loss": 0.21502864360809326, "time": 3.3625492572784426, "epoch": 14, "memory": 61145, "step": 20120}
{"accuracy/top1": 73.1014404296875, "data_time": 0.2505163445192225, "time": 0.47824956389034495, "step": 14}
{"lr": 0.0008323684216765164, "data_time": 1.439625096321106, "loss": 0.20632852613925934, "time": 3.2007597208023073, "epoch": 15, "memory": 61145, "step": 20260}
{"lr": 0.0008323684216765164, "data_time": 1.3790383338928223, "loss": 0.20381699800491332, "time": 3.1487918138504027, "epoch": 15, "memory": 61145, "step": 20360}
{"lr": 0.0008323684216765164, "data_time": 1.3874056100845338, "loss": 0.20298607647418976, "time": 3.1445539474487303, "epoch": 15, "memory": 61145, "step": 20460}
{"lr": 0.0008323684216765164, "data_time": 1.2619595527648926, "loss": 0.2023540496826172, "time": 3.0224238634109497, "epoch": 15, "memory": 61145, "step": 20560}
{"lr": 0.0008323684216765164, "data_time": 1.2974002838134766, "loss": 0.20385382920503617, "time": 3.0774792432785034, "epoch": 15, "memory": 61145, "step": 20660}
{"lr": 0.0008323684216765164, "data_time": 1.3352447986602782, "loss": 0.2050051286816597, "time": 3.1037906646728515, "epoch": 15, "memory": 61145, "step": 20760}
{"lr": 0.0008323684216765164, "data_time": 1.4990469217300415, "loss": 0.20038449317216872, "time": 3.2603516817092895, "epoch": 15, "memory": 61145, "step": 20860}
{"lr": 0.0008323684216765164, "data_time": 1.338820719718933, "loss": 0.20078101605176926, "time": 3.153957962989807, "epoch": 15, "memory": 61145, "step": 20960}
{"lr": 0.0008323684216765164, "data_time": 1.3476698637008666, "loss": 0.2015976220369339, "time": 3.1245984077453612, "epoch": 15, "memory": 61145, "step": 21060}
{"lr": 0.0008323684216765164, "data_time": 1.4055803537368774, "loss": 0.2011843204498291, "time": 3.1803860425949098, "epoch": 15, "memory": 61145, "step": 21160}
{"lr": 0.0008323684216765164, "data_time": 1.3900239706039428, "loss": 0.20184639394283294, "time": 3.1857438325881957, "epoch": 15, "memory": 61145, "step": 21260}
{"lr": 0.0008323684216765164, "data_time": 1.3086981058120728, "loss": 0.2033592864871025, "time": 3.1122119426727295, "epoch": 15, "memory": 61145, "step": 21360}
{"lr": 0.0008323684216765164, "data_time": 1.3110873699188232, "loss": 0.20138298124074935, "time": 3.0882763385772707, "epoch": 15, "memory": 61145, "step": 21460}
{"lr": 0.0008323684216765164, "data_time": 1.3130765438079834, "loss": 0.20135413855314255, "time": 3.0850628852844237, "epoch": 15, "memory": 61145, "step": 21560}
{"accuracy/top1": 94.0155258178711, "data_time": 0.23996667300953584, "time": 0.4683537342969109, "step": 15}
{"lr": 0.0005943219715328379, "data_time": 1.0311064720153809, "loss": 0.20026372075080873, "time": 3.045671558380127, "epoch": 16, "memory": 61145, "step": 21700}
{"lr": 0.0005943219715328379, "data_time": 0.2846883773803711, "loss": 0.20036861002445222, "time": 3.1365254402160643, "epoch": 16, "memory": 61145, "step": 21800}
{"lr": 0.0005943219715328379, "data_time": 1.3309248208999633, "loss": 0.20091276466846467, "time": 3.660755920410156, "epoch": 16, "memory": 61145, "step": 21900}
{"lr": 0.0005943219715328379, "data_time": 1.4055038690567017, "loss": 0.20040241926908492, "time": 3.161810564994812, "epoch": 16, "memory": 61145, "step": 22000}
{"lr": 0.0005943219715328379, "data_time": 1.7095362663269043, "loss": 0.20026686489582063, "time": 3.460629391670227, "epoch": 16, "memory": 61145, "step": 22100}
{"lr": 0.0005943219715328379, "data_time": 1.5108324766159058, "loss": 0.20159268528223037, "time": 3.275766682624817, "epoch": 16, "memory": 61145, "step": 22200}
{"lr": 0.0005943219715328379, "data_time": 1.4146517992019654, "loss": 0.2009176418185234, "time": 3.194920015335083, "epoch": 16, "memory": 61145, "step": 22300}
{"lr": 0.0005943219715328379, "data_time": 1.3603282928466798, "loss": 0.20006120651960374, "time": 3.1361812114715577, "epoch": 16, "memory": 61145, "step": 22400}
{"lr": 0.0005943219715328379, "data_time": 1.4580895900726318, "loss": 0.19959874004125594, "time": 3.2373690605163574, "epoch": 16, "memory": 61145, "step": 22500}
{"lr": 0.0005943219715328379, "data_time": 1.4217192649841308, "loss": 0.2007407784461975, "time": 3.1934733152389527, "epoch": 16, "memory": 61145, "step": 22600}
{"lr": 0.0005943219715328379, "data_time": 1.5334298849105834, "loss": 0.2016201823949814, "time": 3.316812753677368, "epoch": 16, "memory": 61145, "step": 22700}
{"lr": 0.0005943219715328379, "data_time": 1.387758493423462, "loss": 0.20124318450689316, "time": 3.174627113342285, "epoch": 16, "memory": 61145, "step": 22800}
{"lr": 0.0005943219715328379, "data_time": 1.382840871810913, "loss": 0.20111599266529084, "time": 3.1452425956726073, "epoch": 16, "memory": 61145, "step": 22900}
{"lr": 0.0005943219715328379, "data_time": 1.5014278173446656, "loss": 0.20131610035896302, "time": 3.28324134349823, "epoch": 16, "memory": 61145, "step": 23000}
{"accuracy/top1": 98.22611999511719, "data_time": 0.2630082579220043, "time": 0.4892232137567857, "step": 16}
{"lr": 0.0003910110962219801, "data_time": 1.3749398231506347, "loss": 0.20030642449855804, "time": 3.1291100025177, "epoch": 17, "memory": 61145, "step": 23140}
{"lr": 0.0003910110962219801, "data_time": 1.6813330888748168, "loss": 0.1995615243911743, "time": 3.4321943283081056, "epoch": 17, "memory": 61145, "step": 23240}
{"lr": 0.0003910110962219801, "data_time": 1.2939404010772706, "loss": 0.20007950067520142, "time": 3.448142981529236, "epoch": 17, "memory": 61145, "step": 23340}
{"lr": 0.0003910110962219801, "data_time": 1.5063703536987305, "loss": 0.20023534446954727, "time": 3.2638447761535643, "epoch": 17, "memory": 61145, "step": 23440}
{"lr": 0.0003910110962219801, "data_time": 1.379599666595459, "loss": 0.20158216059207917, "time": 3.1671363353729247, "epoch": 17, "memory": 61145, "step": 23540}
{"lr": 0.0003910110962219801, "data_time": 1.2577183485031127, "loss": 0.19966453313827515, "time": 3.0302154541015627, "epoch": 17, "memory": 61145, "step": 23640}
{"lr": 0.0003910110962219801, "data_time": 1.3265140771865844, "loss": 0.19958391636610032, "time": 3.1236394166946413, "epoch": 17, "memory": 61145, "step": 23740}
{"lr": 0.0003910110962219801, "data_time": 1.1868301391601563, "loss": 0.19993222057819365, "time": 2.970109748840332, "epoch": 17, "memory": 61145, "step": 23840}
{"lr": 0.0003910110962219801, "data_time": 1.2685500621795653, "loss": 0.2004125952720642, "time": 3.0263702869415283, "epoch": 17, "memory": 61145, "step": 23940}