File size: 61,683 Bytes
9fde70e |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 |
{"train_lr": 9.999999999999953e-07, "train_loss": 6.9342783388378715, "test_loss": 6.860551658946435, "test_acc1": 0.3600000193786621, "test_acc5": 1.365750054283142, "epoch": 0, "n_parameters": 89721496} {"train_lr": 9.999999999999953e-07, "train_loss": 6.913835735153333, "test_loss": 6.813109128867986, "test_acc1": 0.5302500239181519, "test_acc5": 2.2100000691223145, "epoch": 1, "n_parameters": 89721496} {"train_lr": 0.00020080000000000092, "train_loss": 6.644232821026199, "test_loss": 5.5392573969117525, "test_acc1": 4.296250140838623, "test_acc5": 14.602250422058106, "epoch": 2, "n_parameters": 89721496} {"train_lr": 0.000400599999999987, "train_loss": 6.314283318656812, "test_loss": 4.7495014078315645, "test_acc1": 10.331250311584473, "test_acc5": 27.81900085708618, "epoch": 3, "n_parameters": 89721496} {"train_lr": 0.0006003999999999824, "train_loss": 6.04714081656161, "test_loss": 4.201299089010648, "test_acc1": 17.2787504776001, "test_acc5": 40.39275115875244, "epoch": 4, "n_parameters": 89721496} {"train_lr": 0.0008002000000000078, "train_loss": 5.867839689449155, "test_loss": 3.916333669846542, "test_acc1": 21.777000651245118, "test_acc5": 46.75450139434815, "epoch": 5, "n_parameters": 89721496} {"train_lr": 0.0009993216197035084, "train_loss": 5.818344385646801, "test_loss": 3.954617389374309, "test_acc1": 22.576750635223387, "test_acc5": 47.50825128295899, "epoch": 6, "n_parameters": 89721496} {"train_lr": 0.000999023230572016, "train_loss": 5.751452662914301, "test_loss": 3.6509852038832005, "test_acc1": 25.53125080566406, "test_acc5": 51.58925143920899, "epoch": 7, "n_parameters": 89721496} {"train_lr": 0.000998670666226098, "train_loss": 5.671230082031634, "test_loss": 3.5396878039928232, "test_acc1": 27.686250831451417, "test_acc5": 53.85925151428223, "epoch": 8, "n_parameters": 89721496} {"train_lr": 0.0009982639653285214, "train_loss": 5.614331596618076, "test_loss": 3.385884736461201, "test_acc1": 30.178500892028808, "test_acc5": 57.48675158020019, "epoch": 9, "n_parameters": 89721496} {"train_lr": 0.0009978031724785232, "train_loss": 5.510777374966253, "test_loss": 3.2116478152316192, "test_acc1": 34.36775092773438, "test_acc5": 61.46025168762207, "epoch": 10, "n_parameters": 89721496} {"train_lr": 0.000997288338207296, "train_loss": 5.443176042833488, "test_loss": 3.045343110216532, "test_acc1": 36.79950100158691, "test_acc5": 64.4530019708252, "epoch": 11, "n_parameters": 89721496} {"train_lr": 0.0009967195189721821, "train_loss": 5.347048468703179, "test_loss": 2.8698190693311765, "test_acc1": 40.1395010736084, "test_acc5": 67.28725212402344, "epoch": 12, "n_parameters": 89721496} {"train_lr": 0.0009960967771506664, "train_loss": 5.23654454215158, "test_loss": 2.8242385373718437, "test_acc1": 41.27225121398926, "test_acc5": 68.83325206542969, "epoch": 13, "n_parameters": 89721496} {"train_lr": 0.0009954201810333753, "train_loss": 5.195116686496994, "test_loss": 2.755857616434609, "test_acc1": 43.517751108703614, "test_acc5": 70.78025233642578, "epoch": 14, "n_parameters": 89721496} {"train_lr": 0.0009946898048166896, "train_loss": 5.156043508212915, "test_loss": 2.6701453908764083, "test_acc1": 44.73225139038086, "test_acc5": 71.96700233398437, "epoch": 15, "n_parameters": 89721496} {"train_lr": 0.000993905728594591, "train_loss": 5.101338019712175, "test_loss": 2.5251377714776444, "test_acc1": 46.122251276245116, "test_acc5": 73.35650221801758, "epoch": 16, "n_parameters": 89721496} {"train_lr": 0.0009930680383498827, "train_loss": 5.069442767819626, "test_loss": 2.4971114572608606, "test_acc1": 47.85025127166748, "test_acc5": 74.33600223510742, "epoch": 17, "n_parameters": 89721496} {"train_lr": 0.0009921768259447902, "train_loss": 5.021949381374722, "test_loss": 2.4565854181046687, "test_acc1": 48.23075134643555, "test_acc5": 74.69225227905274, "epoch": 18, "n_parameters": 89721496} {"train_lr": 0.0009912321891107068, "train_loss": 5.00483726433141, "test_loss": 2.375018559025165, "test_acc1": 49.54825147216797, "test_acc5": 75.79825213684082, "epoch": 19, "n_parameters": 89721496} {"train_lr": 0.000990234231437762, "train_loss": 4.970800873520468, "test_loss": 2.328015179412575, "test_acc1": 50.742501295776364, "test_acc5": 77.15525246459961, "epoch": 20, "n_parameters": 89721496} {"train_lr": 0.000989183062363242, "train_loss": 4.941936319847282, "test_loss": 2.291371291624632, "test_acc1": 50.96625133361817, "test_acc5": 77.15800258789062, "epoch": 21, "n_parameters": 89721496} {"train_lr": 0.0009880787971596754, "train_loss": 4.8914059644027486, "test_loss": 2.2255481078478567, "test_acc1": 51.9055013873291, "test_acc5": 77.80625223266601, "epoch": 22, "n_parameters": 89721496} {"train_lr": 0.0009869215569222388, "train_loss": 4.856316329382783, "test_loss": 2.242156814712446, "test_acc1": 52.59900167175293, "test_acc5": 78.59525245239257, "epoch": 23, "n_parameters": 89721496} {"train_lr": 0.000985711468555267, "train_loss": 4.844077059190622, "test_loss": 2.2454401160736652, "test_acc1": 52.89775158508301, "test_acc5": 78.75125244628906, "epoch": 24, "n_parameters": 89721496} {"train_lr": 0.0009844486647586856, "train_loss": 4.847039887683092, "test_loss": 2.174324344943538, "test_acc1": 53.83975157409668, "test_acc5": 79.46650230590821, "epoch": 25, "n_parameters": 89721496} {"train_lr": 0.00098313328401311, "train_loss": 4.7904926110609924, "test_loss": 2.0607087920166522, "test_acc1": 54.86375162719727, "test_acc5": 80.39150224243164, "epoch": 26, "n_parameters": 89721496} {"train_lr": 0.0009817654705648337, "train_loss": 4.77125261263024, "test_loss": 2.0925639316839275, "test_acc1": 54.90025155395508, "test_acc5": 80.31800252075195, "epoch": 27, "n_parameters": 89721496} {"train_lr": 0.0009803453744100898, "train_loss": 4.771075311443694, "test_loss": 2.1080056674978285, "test_acc1": 55.728001572875975, "test_acc5": 80.9680024597168, "epoch": 28, "n_parameters": 89721496} {"train_lr": 0.0009788731512783825, "train_loss": 4.746689639550795, "test_loss": 2.0835412488643694, "test_acc1": 55.39400147338867, "test_acc5": 80.69925252197265, "epoch": 29, "n_parameters": 89721496} {"train_lr": 0.00097734896261555, "train_loss": 4.732376037408217, "test_loss": 2.035655648429732, "test_acc1": 56.23375153564453, "test_acc5": 81.23950239257813, "epoch": 30, "n_parameters": 89721496} {"train_lr": 0.0009757729755660996, "train_loss": 4.714661605733571, "test_loss": 1.9387078477904713, "test_acc1": 57.13800171875, "test_acc5": 81.78075254394531, "epoch": 31, "n_parameters": 89721496} {"train_lr": 0.000974145362954742, "train_loss": 4.687115590373199, "test_loss": 1.9985862401139234, "test_acc1": 57.6200015814209, "test_acc5": 82.29225248901368, "epoch": 32, "n_parameters": 89721496} {"train_lr": 0.0009724663032675332, "train_loss": 4.674579860518971, "test_loss": 1.9228628089658601, "test_acc1": 57.85150169250488, "test_acc5": 82.53425259643555, "epoch": 33, "n_parameters": 89721496} {"train_lr": 0.000970735980632352, "train_loss": 4.666464335865063, "test_loss": 1.9916169953700227, "test_acc1": 58.05525180603027, "test_acc5": 82.67675245727538, "epoch": 34, "n_parameters": 89721496} {"train_lr": 0.0009689545847984843, "train_loss": 4.660848001901099, "test_loss": 1.8935069498031531, "test_acc1": 58.63225169555664, "test_acc5": 83.1355027368164, "epoch": 35, "n_parameters": 89721496} {"train_lr": 0.000967122311116087, "train_loss": 4.625482443949397, "test_loss": 1.8972610632007607, "test_acc1": 59.11525169311523, "test_acc5": 83.22250247924805, "epoch": 36, "n_parameters": 89721496} {"train_lr": 0.000965239360514694, "train_loss": 4.6071572926738185, "test_loss": 1.867630822134429, "test_acc1": 59.471001766357425, "test_acc5": 83.57200247436523, "epoch": 37, "n_parameters": 89721496} {"train_lr": 0.0009633059394809262, "train_loss": 4.598434940397406, "test_loss": 1.8291907897112014, "test_acc1": 59.84750178100586, "test_acc5": 84.02375250976563, "epoch": 38, "n_parameters": 89721496} {"train_lr": 0.0009613222600362934, "train_loss": 4.571203195076766, "test_loss": 1.8258001111390718, "test_acc1": 60.30575179748535, "test_acc5": 84.02000257080078, "epoch": 39, "n_parameters": 89721496} {"train_lr": 0.0009592885397135909, "train_loss": 4.558843082399201, "test_loss": 1.8322074899442808, "test_acc1": 60.21800187744141, "test_acc5": 84.13825259033203, "epoch": 40, "n_parameters": 89721496} {"train_lr": 0.0009572050015330907, "train_loss": 4.563043232944658, "test_loss": 1.8216797596564467, "test_acc1": 60.95275181518555, "test_acc5": 84.55750254882813, "epoch": 41, "n_parameters": 89721496} {"train_lr": 0.0009550718739782929, "train_loss": 4.53117598422902, "test_loss": 1.787027356411077, "test_acc1": 61.144751643676756, "test_acc5": 84.99125260009765, "epoch": 42, "n_parameters": 89721496} {"train_lr": 0.0009528893909706948, "train_loss": 4.51702664191012, "test_loss": 1.752267052587193, "test_acc1": 61.51400176391601, "test_acc5": 85.08500265380859, "epoch": 43, "n_parameters": 89721496} {"train_lr": 0.0009506577918441058, "train_loss": 4.498771428228092, "test_loss": 1.7342135479595242, "test_acc1": 61.577501826782225, "test_acc5": 84.8307525402832, "epoch": 44, "n_parameters": 89721496} {"train_lr": 0.0009483773213185082, "train_loss": 4.47661270021344, "test_loss": 1.6993572725504067, "test_acc1": 62.35625199035645, "test_acc5": 85.49475243164062, "epoch": 45, "n_parameters": 89721496} {"train_lr": 0.0009460482294732177, "train_loss": 4.474580969432179, "test_loss": 1.7408542096386468, "test_acc1": 61.709751806030276, "test_acc5": 85.29550244506837, "epoch": 46, "n_parameters": 89721496} {"train_lr": 0.000943670771719436, "train_loss": 4.4656415026393725, "test_loss": 1.7127279174225083, "test_acc1": 62.02225177368164, "test_acc5": 85.58875263427734, "epoch": 47, "n_parameters": 89721496} {"train_lr": 0.0009412452087721683, "train_loss": 4.451816020085276, "test_loss": 1.7309578700540622, "test_acc1": 62.34825177947998, "test_acc5": 85.74900243896484, "epoch": 48, "n_parameters": 89721496} {"train_lr": 0.0009387718066217019, "train_loss": 4.4345126037927365, "test_loss": 1.6500450423936506, "test_acc1": 62.80050184997559, "test_acc5": 85.98850239257813, "epoch": 49, "n_parameters": 89721496} {"train_lr": 0.000936250836504503, "train_loss": 4.43541764798496, "test_loss": 1.655981754149057, "test_acc1": 63.030751741333006, "test_acc5": 86.00575243164063, "epoch": 50, "n_parameters": 89721496} {"train_lr": 0.0009336825748732897, "train_loss": 4.401085022518294, "test_loss": 1.6547496784121598, "test_acc1": 63.392251853637696, "test_acc5": 86.11125254882812, "epoch": 51, "n_parameters": 89721496} {"train_lr": 0.0009310673033669664, "train_loss": 4.380187709006569, "test_loss": 1.6515646016089625, "test_acc1": 63.881502123413085, "test_acc5": 86.70700249267578, "epoch": 52, "n_parameters": 89721496} {"train_lr": 0.0009284053087794627, "train_loss": 4.369085881516611, "test_loss": 1.5990238461886102, "test_acc1": 63.97675186828613, "test_acc5": 86.77750253417969, "epoch": 53, "n_parameters": 89721496} {"train_lr": 0.0009256968830284788, "train_loss": 4.372015683628101, "test_loss": 1.628159701995466, "test_acc1": 63.98350193054199, "test_acc5": 86.73250254394532, "epoch": 54, "n_parameters": 89721496} {"train_lr": 0.0009229423231234935, "train_loss": 4.354341328906403, "test_loss": 1.58797314326311, "test_acc1": 64.36450203369141, "test_acc5": 87.0167525402832, "epoch": 55, "n_parameters": 89721496} {"train_lr": 0.0009201419311329745, "train_loss": 4.335319693735559, "test_loss": 1.5540008583744824, "test_acc1": 65.00700192565918, "test_acc5": 87.60625259887695, "epoch": 56, "n_parameters": 89721496} {"train_lr": 0.0009172960141514878, "train_loss": 4.295337602746287, "test_loss": 1.520569986481776, "test_acc1": 65.44975189941407, "test_acc5": 87.57000250732422, "epoch": 57, "n_parameters": 89721496} {"train_lr": 0.0009144048842658995, "train_loss": 4.290972375112186, "test_loss": 1.5245795268208588, "test_acc1": 65.21625179321289, "test_acc5": 87.5232526159668, "epoch": 58, "n_parameters": 89721496} {"train_lr": 0.0009114688585212051, "train_loss": 4.272159199991958, "test_loss": 1.5216336697340012, "test_acc1": 65.70600197265625, "test_acc5": 87.92625252441407, "epoch": 59, "n_parameters": 89721496} {"train_lr": 0.0009084882588856559, "train_loss": 4.245860290970448, "test_loss": 1.499852545645045, "test_acc1": 66.21475196472169, "test_acc5": 88.19700268798829, "epoch": 60, "n_parameters": 89721496} {"train_lr": 0.0009054634122156225, "train_loss": 4.2438324652463315, "test_loss": 1.5839655358215858, "test_acc1": 65.70225205688476, "test_acc5": 87.74650261962891, "epoch": 61, "n_parameters": 89721496} {"train_lr": 0.0009023946502195918, "train_loss": 4.21314934851359, "test_loss": 1.495860692427647, "test_acc1": 66.44750196594238, "test_acc5": 88.29550245117187, "epoch": 62, "n_parameters": 89721496} {"train_lr": 0.0008992823094219693, "train_loss": 4.185740879780764, "test_loss": 1.4600958607348673, "test_acc1": 66.71000196044922, "test_acc5": 88.4552524182129, "epoch": 63, "n_parameters": 89721496} {"train_lr": 0.0008961267311259657, "train_loss": 4.173054339026185, "test_loss": 1.4045155783722685, "test_acc1": 67.54575213989258, "test_acc5": 88.99550268798828, "epoch": 64, "n_parameters": 89721496} {"train_lr": 0.0008929282613763057, "train_loss": 4.1519903378854455, "test_loss": 1.4062828628981479, "test_acc1": 67.97450222229004, "test_acc5": 89.06575256469726, "epoch": 65, "n_parameters": 89721496} {"train_lr": 0.0008896872509212006, "train_loss": 4.137783906752352, "test_loss": 1.4230671587517891, "test_acc1": 67.88475194641113, "test_acc5": 88.98125257202149, "epoch": 66, "n_parameters": 89721496} {"train_lr": 0.0008864040551740224, "train_loss": 4.11405555924161, "test_loss": 1.3538784509760209, "test_acc1": 68.31525199768066, "test_acc5": 89.29225255615235, "epoch": 67, "n_parameters": 89721496} {"train_lr": 0.0008830790341741554, "train_loss": 4.088988495721138, "test_loss": 1.391593554096432, "test_acc1": 68.4752519909668, "test_acc5": 89.6195026538086, "epoch": 68, "n_parameters": 89721496} {"train_lr": 0.000879712552547612, "train_loss": 4.071901847180322, "test_loss": 1.376401267603211, "test_acc1": 68.47775198425293, "test_acc5": 89.63100260253906, "epoch": 69, "n_parameters": 89721496} {"train_lr": 0.0008763049794670927, "train_loss": 4.042923324661766, "test_loss": 1.3112377900615964, "test_acc1": 69.06125207458496, "test_acc5": 89.8077525793457, "epoch": 70, "n_parameters": 89721496} {"train_lr": 0.0008728566886112912, "train_loss": 4.028065012322722, "test_loss": 1.360174183730193, "test_acc1": 68.98050229125977, "test_acc5": 90.00475273803711, "epoch": 71, "n_parameters": 89721496} {"train_lr": 0.000869368058124286, "train_loss": 4.014338828462491, "test_loss": 1.3365704660585784, "test_acc1": 69.44375207580566, "test_acc5": 90.24900270019532, "epoch": 72, "n_parameters": 89721496} {"train_lr": 0.0008658394705736102, "train_loss": 3.972432502858835, "test_loss": 1.3035527979705297, "test_acc1": 69.81775204956055, "test_acc5": 90.39025236572266, "epoch": 73, "n_parameters": 89721496} {"train_lr": 0.0008622713129087039, "train_loss": 3.943035627154709, "test_loss": 1.3121818488328165, "test_acc1": 70.00775223449708, "test_acc5": 90.83950240722656, "epoch": 74, "n_parameters": 89721496} {"train_lr": 0.0008586639764182332, "train_loss": 3.911635121448244, "test_loss": 1.2659340055366815, "test_acc1": 70.96375224121094, "test_acc5": 90.911002578125, "epoch": 75, "n_parameters": 89721496} {"train_lr": 0.0008550178566873157, "train_loss": 3.888700779321954, "test_loss": 1.230766305592896, "test_acc1": 71.44600216674804, "test_acc5": 91.19950240478515, "epoch": 76, "n_parameters": 89721496} {"train_lr": 0.0008513333535541272, "train_loss": 3.8691234254389166, "test_loss": 1.2475767409093534, "test_acc1": 71.38100231933593, "test_acc5": 91.3612525012207, "epoch": 77, "n_parameters": 89721496} {"train_lr": 0.0008476108710658582, "train_loss": 3.8431484633021884, "test_loss": 1.1685614448854293, "test_acc1": 71.99700217041016, "test_acc5": 91.62125265991212, "epoch": 78, "n_parameters": 89721496} {"train_lr": 0.00084385081743468, "train_loss": 3.8157479966954173, "test_loss": 1.1991390197384404, "test_acc1": 72.0590022277832, "test_acc5": 91.73725248901367, "epoch": 79, "n_parameters": 89721496} {"train_lr": 0.0008400536049929256, "train_loss": 3.7835099908897725, "test_loss": 1.199124444518738, "test_acc1": 72.25800217041015, "test_acc5": 91.69825249145508, "epoch": 80, "n_parameters": 89721496} {"train_lr": 0.0008362196501476587, "train_loss": 3.759197671159947, "test_loss": 1.189557807070428, "test_acc1": 72.39750207702637, "test_acc5": 91.89950267333984, "epoch": 81, "n_parameters": 89721496} {"train_lr": 0.0008323493733352106, "train_loss": 3.752093538058271, "test_loss": 1.1667141576379652, "test_acc1": 72.69600228088379, "test_acc5": 92.2082525793457, "epoch": 82, "n_parameters": 89721496} {"train_lr": 0.0008284431989751196, "train_loss": 3.733603513521923, "test_loss": 1.1399213482065562, "test_acc1": 73.18475220458984, "test_acc5": 92.35625264770508, "epoch": 83, "n_parameters": 89721496} {"train_lr": 0.0008245015554233518, "train_loss": 3.711291550184421, "test_loss": 1.1158797860188387, "test_acc1": 73.61700212890625, "test_acc5": 92.50150239990235, "epoch": 84, "n_parameters": 89721496} {"train_lr": 0.0008205248749255873, "train_loss": 3.690094822411724, "test_loss": 1.1178534758273668, "test_acc1": 73.41225209960938, "test_acc5": 92.54300257568359, "epoch": 85, "n_parameters": 89721496} {"train_lr": 0.0008165135935696841, "train_loss": 3.6741801240890144, "test_loss": 1.1068668106492339, "test_acc1": 73.75300220825196, "test_acc5": 92.68075256835938, "epoch": 86, "n_parameters": 89721496} {"train_lr": 0.0008124681512377846, "train_loss": 3.6573482359008347, "test_loss": 1.069167614739631, "test_acc1": 74.17600234985352, "test_acc5": 92.8697526550293, "epoch": 87, "n_parameters": 89721496} {"train_lr": 0.0008083889915582182, "train_loss": 3.6401554895676584, "test_loss": 1.068226807283316, "test_acc1": 74.3452522845459, "test_acc5": 93.04675279052735, "epoch": 88, "n_parameters": 89721496} {"train_lr": 0.0008042765618568846, "train_loss": 3.623796011761224, "test_loss": 1.0955204467549635, "test_acc1": 74.16050229980469, "test_acc5": 92.90400254882813, "epoch": 89, "n_parameters": 89721496} {"train_lr": 0.0008001313131079711, "train_loss": 3.6130571763911883, "test_loss": 1.0545576630281535, "test_acc1": 74.38700232299804, "test_acc5": 92.99875248168945, "epoch": 90, "n_parameters": 89721496} {"train_lr": 0.0007959536998847494, "train_loss": 3.6012158279272195, "test_loss": 1.027190215471718, "test_acc1": 74.92500239624023, "test_acc5": 93.21200237060548, "epoch": 91, "n_parameters": 89721496} {"train_lr": 0.0007917441803096098, "train_loss": 3.579698685380957, "test_loss": 1.0484486553546797, "test_acc1": 75.35900221923828, "test_acc5": 93.30225254882812, "epoch": 92, "n_parameters": 89721496} {"train_lr": 0.0007875032160038205, "train_loss": 3.565129742705279, "test_loss": 1.0550451342772935, "test_acc1": 74.92550225402832, "test_acc5": 93.2415026147461, "epoch": 93, "n_parameters": 89721496} {"train_lr": 0.0007832312720368117, "train_loss": 3.540874791207264, "test_loss": 1.0289817011105147, "test_acc1": 75.2967525378418, "test_acc5": 93.53700257324219, "epoch": 94, "n_parameters": 89721496} {"train_lr": 0.0007789288168754665, "train_loss": 3.5382353811860563, "test_loss": 1.0007581508707726, "test_acc1": 75.26950248779296, "test_acc5": 93.46400257324218, "epoch": 95, "n_parameters": 89721496} {"train_lr": 0.0007745963223324492, "train_loss": 3.5230405649883476, "test_loss": 1.0012516924875907, "test_acc1": 75.91825230163575, "test_acc5": 93.7465025805664, "epoch": 96, "n_parameters": 89721496} {"train_lr": 0.0007702342635146132, "train_loss": 3.5105486722301236, "test_loss": 0.9740141249293911, "test_acc1": 76.15350255126953, "test_acc5": 93.86750256347656, "epoch": 97, "n_parameters": 89721496} {"train_lr": 0.0007658431187708385, "train_loss": 3.4917420290595147, "test_loss": 0.9931577127426863, "test_acc1": 76.03825233886718, "test_acc5": 93.66025236450196, "epoch": 98, "n_parameters": 89721496} {"train_lr": 0.0007614233696396923, "train_loss": 3.487825139535131, "test_loss": 0.9696875512314482, "test_acc1": 76.2407522668457, "test_acc5": 93.92550248779297, "epoch": 99, "n_parameters": 89721496} {"train_lr": 0.0007569755007964469, "train_loss": 3.4722837161103026, "test_loss": 0.997018693122028, "test_acc1": 76.05825258117676, "test_acc5": 93.78450256103515, "epoch": 100, "n_parameters": 89721496} {"train_lr": 0.0007525000000000169, "train_loss": 3.4562681496715086, "test_loss": 0.9486454189166256, "test_acc1": 76.60300244995118, "test_acc5": 93.9542526525879, "epoch": 101, "n_parameters": 89721496} {"train_lr": 0.0007479973580395145, "train_loss": 3.442220770698085, "test_loss": 0.9622011608961556, "test_acc1": 76.41400224609374, "test_acc5": 93.97400263671875, "epoch": 102, "n_parameters": 89721496} {"train_lr": 0.0007434680686803327, "train_loss": 3.4410874329501393, "test_loss": 0.9423933101111445, "test_acc1": 76.6185025793457, "test_acc5": 94.1222524230957, "epoch": 103, "n_parameters": 89721496} {"train_lr": 0.0007389126286101685, "train_loss": 3.428323562577855, "test_loss": 0.9300390888733425, "test_acc1": 77.00575251037597, "test_acc5": 94.31950247802735, "epoch": 104, "n_parameters": 89721496} {"train_lr": 0.0007343315373843357, "train_loss": 3.410363104024665, "test_loss": 0.9397939806054721, "test_acc1": 76.85975245300293, "test_acc5": 94.23825244262696, "epoch": 105, "n_parameters": 89721496} {"train_lr": 0.0007297252973710595, "train_loss": 3.4150207688172847, "test_loss": 0.9447794701632869, "test_acc1": 77.17925220336915, "test_acc5": 94.32950264892578, "epoch": 106, "n_parameters": 89721496} {"train_lr": 0.0007250944136965275, "train_loss": 3.3956069452680655, "test_loss": 0.9172405867241465, "test_acc1": 77.37150233703613, "test_acc5": 94.39700231079101, "epoch": 107, "n_parameters": 89721496} {"train_lr": 0.0007204393941893078, "train_loss": 3.3805410870902546, "test_loss": 0.9177081380895842, "test_acc1": 77.37250228515624, "test_acc5": 94.37750262084961, "epoch": 108, "n_parameters": 89721496} {"train_lr": 0.0007157607493246968, "train_loss": 3.373028628629365, "test_loss": 0.9030291442884225, "test_acc1": 77.73300223388672, "test_acc5": 94.45950280029297, "epoch": 109, "n_parameters": 89721496} {"train_lr": 0.0007110589921689151, "train_loss": 3.361930516316927, "test_loss": 0.8968001879623224, "test_acc1": 77.46300264404297, "test_acc5": 94.4782526171875, "epoch": 110, "n_parameters": 89721496} {"train_lr": 0.0007063346383225066, "train_loss": 3.351075238282446, "test_loss": 0.9100051608393361, "test_acc1": 77.61825244628906, "test_acc5": 94.51100259277344, "epoch": 111, "n_parameters": 89721496} {"train_lr": 0.0007015882058641976, "train_loss": 3.349393503402444, "test_loss": 0.8969712671734592, "test_acc1": 77.77825226318359, "test_acc5": 94.58000295898438, "epoch": 112, "n_parameters": 89721496} {"train_lr": 0.0006968202152938009, "train_loss": 3.336803569150962, "test_loss": 0.9041747579572301, "test_acc1": 77.92300237426758, "test_acc5": 94.69900256591797, "epoch": 113, "n_parameters": 89721496} {"train_lr": 0.0006920311894751397, "train_loss": 3.3268041736859497, "test_loss": 0.9088489132365961, "test_acc1": 78.11275229736329, "test_acc5": 94.66200231201172, "epoch": 114, "n_parameters": 89721496} {"train_lr": 0.0006872216535789267, "train_loss": 3.3181563646530363, "test_loss": 0.8819192187625101, "test_acc1": 78.19025225402832, "test_acc5": 94.8030024633789, "epoch": 115, "n_parameters": 89721496} {"train_lr": 0.0006823921350249367, "train_loss": 3.3124312400150835, "test_loss": 0.8753284736540011, "test_acc1": 78.25600239807129, "test_acc5": 94.75300277099609, "epoch": 116, "n_parameters": 89721496} {"train_lr": 0.0006775431634242846, "train_loss": 3.302927549329879, "test_loss": 0.8741694555057649, "test_acc1": 78.47450221313477, "test_acc5": 94.81925250488281, "epoch": 117, "n_parameters": 89721496} {"train_lr": 0.0006726752705214028, "train_loss": 3.296195350295539, "test_loss": 0.8808112351787616, "test_acc1": 78.14100225341797, "test_acc5": 94.9445026196289, "epoch": 118, "n_parameters": 89721496} {"train_lr": 0.0006677889901356115, "train_loss": 3.2921446970017025, "test_loss": 0.8736106630814372, "test_acc1": 78.25300273193359, "test_acc5": 94.94475250366212, "epoch": 119, "n_parameters": 89721496} {"train_lr": 0.0006628848581025351, "train_loss": 3.2701782888050177, "test_loss": 0.8719261113582786, "test_acc1": 78.68250243408202, "test_acc5": 95.01000240234374, "epoch": 120, "n_parameters": 89721496} {"train_lr": 0.0006579634122155856, "train_loss": 3.2705508205030176, "test_loss": 0.8725794235965187, "test_acc1": 78.56350249755859, "test_acc5": 94.95575247680664, "epoch": 121, "n_parameters": 89721496} {"train_lr": 0.0006530251921667783, "train_loss": 3.2628226181466897, "test_loss": 0.8681876629205614, "test_acc1": 78.79275255249023, "test_acc5": 95.0937525805664, "epoch": 122, "n_parameters": 89721496} {"train_lr": 0.0006480707394875038, "train_loss": 3.2607830217559273, "test_loss": 0.858991799640587, "test_acc1": 78.63325244506836, "test_acc5": 95.06225252441406, "epoch": 123, "n_parameters": 89721496} {"train_lr": 0.0006431005974894059, "train_loss": 3.246802345787783, "test_loss": 0.8719571842116186, "test_acc1": 78.80050251953125, "test_acc5": 94.95125240844726, "epoch": 124, "n_parameters": 89721496} {"train_lr": 0.000638115311204536, "train_loss": 3.2375968486832964, "test_loss": 0.8475395869749145, "test_acc1": 79.21400235839843, "test_acc5": 95.09875272827148, "epoch": 125, "n_parameters": 89721496} {"train_lr": 0.0006331154273257683, "train_loss": 3.231128501961176, "test_loss": 0.8424292269351953, "test_acc1": 79.00475250854493, "test_acc5": 95.2115028076172, "epoch": 126, "n_parameters": 89721496} {"train_lr": 0.0006281014941466044, "train_loss": 3.2205314453866936, "test_loss": 0.8432029700727413, "test_acc1": 79.17625223876954, "test_acc5": 95.14150262329102, "epoch": 127, "n_parameters": 89721496} {"train_lr": 0.000623074061501409, "train_loss": 3.2229213610136633, "test_loss": 0.8458984248532817, "test_acc1": 79.06175224731446, "test_acc5": 95.30825233398437, "epoch": 128, "n_parameters": 89721496} {"train_lr": 0.0006180336807047859, "train_loss": 3.211124562876497, "test_loss": 0.8262662271687126, "test_acc1": 79.50575249145508, "test_acc5": 95.3872524609375, "epoch": 129, "n_parameters": 89721496} {"train_lr": 0.0006129809044912789, "train_loss": 3.211015355744236, "test_loss": 0.8441862148728749, "test_acc1": 79.4267526171875, "test_acc5": 95.3200026171875, "epoch": 130, "n_parameters": 89721496} {"train_lr": 0.0006079162869547817, "train_loss": 3.1933306854763193, "test_loss": 0.8254036619666949, "test_acc1": 79.58500256103515, "test_acc5": 95.45800270507813, "epoch": 131, "n_parameters": 89721496} {"train_lr": 0.0006028403834876773, "train_loss": 3.1934502458424685, "test_loss": 0.8360133852980945, "test_acc1": 79.46475252319335, "test_acc5": 95.14400236328125, "epoch": 132, "n_parameters": 89721496} {"train_lr": 0.0005977537507199184, "train_loss": 3.184650182640619, "test_loss": 0.8164735216847211, "test_acc1": 79.77050229431153, "test_acc5": 95.45900221435546, "epoch": 133, "n_parameters": 89721496} {"train_lr": 0.0005926569464581887, "train_loss": 3.178878058787349, "test_loss": 0.8311875882091079, "test_acc1": 79.5567526550293, "test_acc5": 95.53450251464844, "epoch": 134, "n_parameters": 89721496} {"train_lr": 0.0005875505296244566, "train_loss": 3.1713671826368137, "test_loss": 0.821580347323155, "test_acc1": 79.88550249267578, "test_acc5": 95.49900247802735, "epoch": 135, "n_parameters": 89721496} {"train_lr": 0.0005824350601949218, "train_loss": 3.1633563104936546, "test_loss": 0.8240175984328848, "test_acc1": 79.63850243774414, "test_acc5": 95.40500250488282, "epoch": 136, "n_parameters": 89721496} {"train_lr": 0.0005773110991383895, "train_loss": 3.1617614579000635, "test_loss": 0.8262800589432204, "test_acc1": 79.68350215576172, "test_acc5": 95.462002421875, "epoch": 137, "n_parameters": 89721496} {"train_lr": 0.0005721792083549796, "train_loss": 3.1565088556705714, "test_loss": 0.8081458868580189, "test_acc1": 80.23425212768555, "test_acc5": 95.62800247070312, "epoch": 138, "n_parameters": 89721496} {"train_lr": 0.0005670399506143469, "train_loss": 3.145747322806542, "test_loss": 0.8110135933205885, "test_acc1": 80.03900257080078, "test_acc5": 95.64400278320312, "epoch": 139, "n_parameters": 89721496} {"train_lr": 0.0005618938894939768, "train_loss": 3.1398554598565678, "test_loss": 0.8138994167012901, "test_acc1": 80.10000233215332, "test_acc5": 95.67925238891601, "epoch": 140, "n_parameters": 89721496} {"train_lr": 0.0005567415893175016, "train_loss": 3.1385623669619562, "test_loss": 0.801797577162127, "test_acc1": 80.1360023449707, "test_acc5": 95.75900252929688, "epoch": 141, "n_parameters": 89721496} {"train_lr": 0.0005515836150926655, "train_loss": 3.1311887743280566, "test_loss": 0.7969576087833821, "test_acc1": 80.27875237670898, "test_acc5": 95.75975244384766, "epoch": 142, "n_parameters": 89721496} {"train_lr": 0.0005464205324494959, "train_loss": 3.1239959676798392, "test_loss": 0.7869654319737949, "test_acc1": 80.41825247436523, "test_acc5": 95.78000286132813, "epoch": 143, "n_parameters": 89721496} {"train_lr": 0.0005412529075781865, "train_loss": 3.108765814718392, "test_loss": 0.8038530857998064, "test_acc1": 80.35250230957031, "test_acc5": 95.80600269775391, "epoch": 144, "n_parameters": 89721496} {"train_lr": 0.0005360813071670112, "train_loss": 3.104595643665484, "test_loss": 0.7923634289995807, "test_acc1": 80.56300266723633, "test_acc5": 95.81275244506836, "epoch": 145, "n_parameters": 89721496} {"train_lr": 0.0005309062983402611, "train_loss": 3.1048383697641078, "test_loss": 0.8166005851850769, "test_acc1": 80.26475255126954, "test_acc5": 95.7997524206543, "epoch": 146, "n_parameters": 89721496} {"train_lr": 0.0005257284485959572, "train_loss": 3.1014778903252975, "test_loss": 0.7983922890647961, "test_acc1": 80.52825249389649, "test_acc5": 95.76725242797852, "epoch": 147, "n_parameters": 89721496} {"train_lr": 0.0005205483257436661, "train_loss": 3.09786531610264, "test_loss": 0.7847126687437981, "test_acc1": 80.50500231567383, "test_acc5": 95.88075258300782, "epoch": 148, "n_parameters": 89721496} {"train_lr": 0.0005153664978422618, "train_loss": 3.0900083964319824, "test_loss": 0.7797043066100713, "test_acc1": 80.6110024029541, "test_acc5": 95.77850280517578, "epoch": 149, "n_parameters": 89721496} {"train_lr": 0.0005101835331375457, "train_loss": 3.088179740188219, "test_loss": 0.7876704144951713, "test_acc1": 80.80100267822266, "test_acc5": 95.8675027758789, "epoch": 150, "n_parameters": 89721496} {"train_lr": 0.0005049999999999881, "train_loss": 3.0844988583517874, "test_loss": 0.7786036625404582, "test_acc1": 80.75525249755859, "test_acc5": 95.86500247558594, "epoch": 151, "n_parameters": 89721496} {"train_lr": 0.0004998164668624689, "train_loss": 3.0732441773350767, "test_loss": 0.7846162644611008, "test_acc1": 80.74600232421875, "test_acc5": 95.81175267822266, "epoch": 152, "n_parameters": 89721496} {"train_lr": 0.0004946335021577291, "train_loss": 3.061316589085604, "test_loss": 0.780392178187996, "test_acc1": 80.82400252441406, "test_acc5": 95.83000237304688, "epoch": 153, "n_parameters": 89721496} {"train_lr": 0.0004894516742563275, "train_loss": 3.0588171497332772, "test_loss": 0.7937516173726069, "test_acc1": 80.78900239746093, "test_acc5": 95.94100243896484, "epoch": 154, "n_parameters": 89721496} {"train_lr": 0.0004842715514040588, "train_loss": 3.05380403791829, "test_loss": 0.7749914195873843, "test_acc1": 81.02375239135742, "test_acc5": 95.90125275146484, "epoch": 155, "n_parameters": 89721496} {"train_lr": 0.00047909370165973703, "train_loss": 3.0528107947892518, "test_loss": 0.785679598513748, "test_acc1": 80.94650249511719, "test_acc5": 95.97400266601562, "epoch": 156, "n_parameters": 89721496} {"train_lr": 0.00047391869283298395, "train_loss": 3.044786115797113, "test_loss": 0.7804477346697073, "test_acc1": 81.00700252075195, "test_acc5": 96.03150247802735, "epoch": 157, "n_parameters": 89721496} {"train_lr": 0.0004687470924218306, "train_loss": 3.040149730041349, "test_loss": 0.7731030835302625, "test_acc1": 81.14825265686035, "test_acc5": 95.95275264038087, "epoch": 158, "n_parameters": 89721496} {"train_lr": 0.0004635794675504931, "train_loss": 3.0366180335327115, "test_loss": 0.7760661260378315, "test_acc1": 81.1725026171875, "test_acc5": 96.08150268310547, "epoch": 159, "n_parameters": 89721496} {"train_lr": 0.0004584163849073357, "train_loss": 3.027058210506809, "test_loss": 0.770112214952536, "test_acc1": 81.34575218261719, "test_acc5": 96.09050252197265, "epoch": 160, "n_parameters": 89721496} {"train_lr": 0.0004532584106825094, "train_loss": 3.0292081614311557, "test_loss": 0.7719389025792764, "test_acc1": 81.27400233642578, "test_acc5": 96.0825024633789, "epoch": 161, "n_parameters": 89721496} {"train_lr": 0.0004481061105060409, "train_loss": 3.010148752864888, "test_loss": 0.754362195137874, "test_acc1": 81.38725257446289, "test_acc5": 96.18875264282227, "epoch": 162, "n_parameters": 89721496} {"train_lr": 0.00044296004938566933, "train_loss": 3.0103469018598825, "test_loss": 0.7576249533143765, "test_acc1": 81.52675246887208, "test_acc5": 96.17075292358399, "epoch": 163, "n_parameters": 89721496} {"train_lr": 0.0004378207916450146, "train_loss": 3.013130260433415, "test_loss": 0.7653354406428178, "test_acc1": 81.41150270141601, "test_acc5": 96.03075286499023, "epoch": 164, "n_parameters": 89721496} {"train_lr": 0.00043268890086160794, "train_loss": 3.001120877911528, "test_loss": 0.7554599618846086, "test_acc1": 81.42725237976074, "test_acc5": 96.14850251464844, "epoch": 165, "n_parameters": 89721496} {"train_lr": 0.00042756493980507503, "train_loss": 3.004313850276571, "test_loss": 0.7466559186078237, "test_acc1": 81.59650233520507, "test_acc5": 96.2120025769043, "epoch": 166, "n_parameters": 89721496} {"train_lr": 0.0004224494703755201, "train_loss": 2.986277945560041, "test_loss": 0.7637834517549281, "test_acc1": 81.7095023248291, "test_acc5": 96.12000259765625, "epoch": 167, "n_parameters": 89721496} {"train_lr": 0.00041734305354179923, "train_loss": 2.9838902368653213, "test_loss": 0.7563091577012877, "test_acc1": 81.73875246826172, "test_acc5": 96.19725237915038, "epoch": 168, "n_parameters": 89721496} {"train_lr": 0.0004122462492800569, "train_loss": 2.983348753133552, "test_loss": 0.7529821797199119, "test_acc1": 81.69350254455567, "test_acc5": 96.20250262939453, "epoch": 169, "n_parameters": 89721496} {"train_lr": 0.0004071596165123325, "train_loss": 2.9747203304160603, "test_loss": 0.753238961022076, "test_acc1": 81.58425237243652, "test_acc5": 96.28950261230469, "epoch": 170, "n_parameters": 89721496} {"train_lr": 0.0004020837130452182, "train_loss": 2.97925362214863, "test_loss": 0.743350140236575, "test_acc1": 81.8967524621582, "test_acc5": 96.3190028466797, "epoch": 171, "n_parameters": 89721496} {"train_lr": 0.00039701909550871056, "train_loss": 2.9568953120189128, "test_loss": 0.7446371456251347, "test_acc1": 81.81550256835938, "test_acc5": 96.2057525793457, "epoch": 172, "n_parameters": 89721496} {"train_lr": 0.0003919663192952229, "train_loss": 2.9619604779733457, "test_loss": 0.7451595929469128, "test_acc1": 82.02000276245117, "test_acc5": 96.34600251953125, "epoch": 173, "n_parameters": 89721496} {"train_lr": 0.00038692593849859734, "train_loss": 2.952224205140111, "test_loss": 0.7463706528189881, "test_acc1": 82.12950261230469, "test_acc5": 96.29950265380859, "epoch": 174, "n_parameters": 89721496} {"train_lr": 0.0003818985058534034, "train_loss": 2.9496087250258807, "test_loss": 0.7376556316269312, "test_acc1": 81.89550243408203, "test_acc5": 96.29275283447265, "epoch": 175, "n_parameters": 89721496} {"train_lr": 0.0003768845726742596, "train_loss": 2.9480018158682246, "test_loss": 0.7397526467782785, "test_acc1": 82.08625255859376, "test_acc5": 96.43125259399415, "epoch": 176, "n_parameters": 89721496} {"train_lr": 0.0003718846887954506, "train_loss": 2.9370143594477867, "test_loss": 0.7456534773582357, "test_acc1": 81.88625231201172, "test_acc5": 96.30325272094727, "epoch": 177, "n_parameters": 89721496} {"train_lr": 0.00036689940251057154, "train_loss": 2.9364224373817827, "test_loss": 0.7225160319286744, "test_acc1": 82.0917524169922, "test_acc5": 96.52800263916015, "epoch": 178, "n_parameters": 89721496} {"train_lr": 0.0003619292605124837, "train_loss": 2.930408395249114, "test_loss": 0.7316961816879581, "test_acc1": 82.13200280517579, "test_acc5": 96.41400256835938, "epoch": 179, "n_parameters": 89721496} {"train_lr": 0.0003569748078332423, "train_loss": 2.922502404494251, "test_loss": 0.7307844629147272, "test_acc1": 82.45950228271484, "test_acc5": 96.41175259643555, "epoch": 180, "n_parameters": 89721496} {"train_lr": 0.00035203658778439235, "train_loss": 2.9231706992875663, "test_loss": 0.723502052812284, "test_acc1": 82.28400268310547, "test_acc5": 96.46725253173828, "epoch": 181, "n_parameters": 89721496} {"train_lr": 0.0003471151418974503, "train_loss": 2.918532961456896, "test_loss": 0.7299704666845358, "test_acc1": 82.1872522668457, "test_acc5": 96.38500252197265, "epoch": 182, "n_parameters": 89721496} {"train_lr": 0.0003422110098644085, "train_loss": 2.904815791000565, "test_loss": 0.729072370569996, "test_acc1": 82.2390023779297, "test_acc5": 96.45650240478516, "epoch": 183, "n_parameters": 89721496} {"train_lr": 0.0003373247294785742, "train_loss": 2.903141708265868, "test_loss": 0.7175457555786403, "test_acc1": 82.61925248779296, "test_acc5": 96.5380026953125, "epoch": 184, "n_parameters": 89721496} {"train_lr": 0.0003324568365756944, "train_loss": 2.895449474179964, "test_loss": 0.7172544074184136, "test_acc1": 82.54150257629395, "test_acc5": 96.51150259521485, "epoch": 185, "n_parameters": 89721496} {"train_lr": 0.00032760786497508304, "train_loss": 2.891223980249356, "test_loss": 0.72432642883953, "test_acc1": 82.68100258178711, "test_acc5": 96.5120026953125, "epoch": 186, "n_parameters": 89721496} {"train_lr": 0.00032277834642108216, "train_loss": 2.893133947055498, "test_loss": 0.7150019353034396, "test_acc1": 82.60075247680665, "test_acc5": 96.51350240966796, "epoch": 187, "n_parameters": 89721496} {"train_lr": 0.00031796881052486697, "train_loss": 2.879879542594429, "test_loss": 0.718528751783444, "test_acc1": 82.59100241210938, "test_acc5": 96.48125274047851, "epoch": 188, "n_parameters": 89721496} {"train_lr": 0.0003131797847062025, "train_loss": 2.8705034552694415, "test_loss": 0.7193888244772209, "test_acc1": 82.75400263427734, "test_acc5": 96.51300261230469, "epoch": 189, "n_parameters": 89721496} {"train_lr": 0.0003084117941357799, "train_loss": 2.8773339166820384, "test_loss": 0.723011245644184, "test_acc1": 82.76350257324219, "test_acc5": 96.51675262939453, "epoch": 190, "n_parameters": 89721496} {"train_lr": 0.00030366536167747524, "train_loss": 2.8684647457300425, "test_loss": 0.7142899533505356, "test_acc1": 82.73275259155274, "test_acc5": 96.56800256835938, "epoch": 191, "n_parameters": 89721496} {"train_lr": 0.00029894100783110664, "train_loss": 2.8654289619623423, "test_loss": 0.7228473141375515, "test_acc1": 82.69625244873046, "test_acc5": 96.46550253662109, "epoch": 192, "n_parameters": 89721496} {"train_lr": 0.0002942392506752879, "train_loss": 2.86101252619597, "test_loss": 0.7268607370355576, "test_acc1": 82.69650240844726, "test_acc5": 96.62400267578126, "epoch": 193, "n_parameters": 89721496} {"train_lr": 0.0002895606058107011, "train_loss": 2.8435140318936294, "test_loss": 0.7082342572003546, "test_acc1": 82.87975256469727, "test_acc5": 96.61800256103515, "epoch": 194, "n_parameters": 89721496} {"train_lr": 0.0002849055863034561, "train_loss": 2.847079027590039, "test_loss": 0.7051803057842042, "test_acc1": 82.7420026196289, "test_acc5": 96.57050268432617, "epoch": 195, "n_parameters": 89721496} {"train_lr": 0.0002802747026289244, "train_loss": 2.8402247956211712, "test_loss": 0.7124372595935432, "test_acc1": 82.88150248046875, "test_acc5": 96.62600254882813, "epoch": 196, "n_parameters": 89721496} {"train_lr": 0.00027566846261567343, "train_loss": 2.8360672150370028, "test_loss": 0.7119367305952984, "test_acc1": 82.95600257507324, "test_acc5": 96.68100257568359, "epoch": 197, "n_parameters": 89721496} {"train_lr": 0.00027108737138981483, "train_loss": 2.835856256093815, "test_loss": 0.7052036116570519, "test_acc1": 82.90325248596191, "test_acc5": 96.60050273681641, "epoch": 198, "n_parameters": 89721496} {"train_lr": 0.00026653193131964784, "train_loss": 2.8228079503674586, "test_loss": 0.7014942130723333, "test_acc1": 83.0615025354004, "test_acc5": 96.6910026184082, "epoch": 199, "n_parameters": 89721496} {"train_lr": 0.00026200264196050673, "train_loss": 2.817112883432306, "test_loss": 0.7012994849868832, "test_acc1": 82.98350251464844, "test_acc5": 96.73075272094727, "epoch": 200, "n_parameters": 89721496} {"train_lr": 0.00025750000000000143, "train_loss": 2.8168980730928297, "test_loss": 0.705632673212509, "test_acc1": 82.9572524810791, "test_acc5": 96.70100269042969, "epoch": 201, "n_parameters": 89721496} {"train_lr": 0.0002530244992035622, "train_loss": 2.805478044562965, "test_loss": 0.7016827912030607, "test_acc1": 83.10250234375, "test_acc5": 96.75850249267579, "epoch": 202, "n_parameters": 89721496} {"train_lr": 0.00024857663036030185, "train_loss": 2.8048076953271406, "test_loss": 0.7119557125301197, "test_acc1": 82.91775246826172, "test_acc5": 96.61500255371094, "epoch": 203, "n_parameters": 89721496} {"train_lr": 0.00024415688122914167, "train_loss": 2.8012078450642806, "test_loss": 0.699461877324629, "test_acc1": 83.18175259033202, "test_acc5": 96.70000252929688, "epoch": 204, "n_parameters": 89721496} {"train_lr": 0.00023976573648539732, "train_loss": 2.7935186063738273, "test_loss": 0.6946345538657401, "test_acc1": 83.19725239624023, "test_acc5": 96.79800259765625, "epoch": 205, "n_parameters": 89721496} {"train_lr": 0.0002354036776675575, "train_loss": 2.785728202925788, "test_loss": 0.6919797057485729, "test_acc1": 83.30050242675782, "test_acc5": 96.75800288085938, "epoch": 206, "n_parameters": 89721496} {"train_lr": 0.00023107118312454297, "train_loss": 2.7863180362206283, "test_loss": 0.6904662643662758, "test_acc1": 83.47250229248047, "test_acc5": 96.73800256835938, "epoch": 207, "n_parameters": 89721496} {"train_lr": 0.00022676872796319747, "train_loss": 2.7766725425478174, "test_loss": 0.6938989630996667, "test_acc1": 83.37325241027833, "test_acc5": 96.66625287841796, "epoch": 208, "n_parameters": 89721496} {"train_lr": 0.00022249678399621184, "train_loss": 2.770525650976659, "test_loss": 0.6860910409497689, "test_acc1": 83.34575226501465, "test_acc5": 96.78100295166016, "epoch": 209, "n_parameters": 89721496} {"train_lr": 0.00021825581969037202, "train_loss": 2.7709227816568767, "test_loss": 0.6885705089760352, "test_acc1": 83.54000263671875, "test_acc5": 96.80925275512695, "epoch": 210, "n_parameters": 89721496} {"train_lr": 0.0002140463001152288, "train_loss": 2.76536504351359, "test_loss": 0.6925851933522528, "test_acc1": 83.40800262939453, "test_acc5": 96.81575287109375, "epoch": 211, "n_parameters": 89721496} {"train_lr": 0.00020986868689201908, "train_loss": 2.7557665684597668, "test_loss": 0.6873983878863554, "test_acc1": 83.6540023815918, "test_acc5": 96.72675279541015, "epoch": 212, "n_parameters": 89721496} {"train_lr": 0.00020572343814312388, "train_loss": 2.754576898640771, "test_loss": 0.6912724296366118, "test_acc1": 83.423502734375, "test_acc5": 96.83650248291016, "epoch": 213, "n_parameters": 89721496} {"train_lr": 0.00020161100844177222, "train_loss": 2.7472113314554463, "test_loss": 0.6962090885280935, "test_acc1": 83.56350224853516, "test_acc5": 96.77600268554687, "epoch": 214, "n_parameters": 89721496} {"train_lr": 0.0001975318487622333, "train_loss": 2.7469463657965956, "test_loss": 0.6869735455718534, "test_acc1": 83.55850255126953, "test_acc5": 96.75850259033203, "epoch": 215, "n_parameters": 89721496} {"train_lr": 0.0001934864064303279, "train_loss": 2.739772661388826, "test_loss": 0.6908758564912839, "test_acc1": 83.61000256347656, "test_acc5": 96.80300273193359, "epoch": 216, "n_parameters": 89721496} {"train_lr": 0.00018947512507439562, "train_loss": 2.7350204833548704, "test_loss": 0.6865942906945145, "test_acc1": 83.5560025805664, "test_acc5": 96.80175275268554, "epoch": 217, "n_parameters": 89721496} {"train_lr": 0.00018549844457663907, "train_loss": 2.7272979051684687, "test_loss": 0.6899029281689746, "test_acc1": 83.60350255004883, "test_acc5": 96.81600274169922, "epoch": 218, "n_parameters": 89721496} {"train_lr": 0.00018155680102489234, "train_loss": 2.7230721787273358, "test_loss": 0.6883616935269072, "test_acc1": 83.69650243713379, "test_acc5": 96.8922526147461, "epoch": 219, "n_parameters": 89721496} {"train_lr": 0.00017765062666479713, "train_loss": 2.7197808824735676, "test_loss": 0.6878029767323957, "test_acc1": 83.6950026599121, "test_acc5": 96.86550271240235, "epoch": 220, "n_parameters": 89721496} {"train_lr": 0.0001737803498523614, "train_loss": 2.7071129217398444, "test_loss": 0.6832715291208749, "test_acc1": 83.62675246948243, "test_acc5": 96.94950274169922, "epoch": 221, "n_parameters": 89721496} {"train_lr": 0.0001699463950070852, "train_loss": 2.7053649990702513, "test_loss": 0.6850222170681218, "test_acc1": 83.77200263671875, "test_acc5": 96.906752578125, "epoch": 222, "n_parameters": 89721496} {"train_lr": 0.00016614918256530037, "train_loss": 2.701022757650565, "test_loss": 0.6772296006159707, "test_acc1": 83.79275252868652, "test_acc5": 96.90100258300781, "epoch": 223, "n_parameters": 89721496} {"train_lr": 0.0001623891289341519, "train_loss": 2.693721805640357, "test_loss": 0.6766276712818392, "test_acc1": 83.91950242919921, "test_acc5": 96.90550250488282, "epoch": 224, "n_parameters": 89721496} {"train_lr": 0.00015866664644587948, "train_loss": 2.6897497796993273, "test_loss": 0.6747152572426359, "test_acc1": 83.9307523840332, "test_acc5": 96.92150247802735, "epoch": 225, "n_parameters": 89721496} {"train_lr": 0.00015498214331266302, "train_loss": 2.6899998970716883, "test_loss": 0.6794493812354018, "test_acc1": 83.96925230834961, "test_acc5": 96.87925268432618, "epoch": 226, "n_parameters": 89721496} {"train_lr": 0.00015133602358175863, "train_loss": 2.6876880576332316, "test_loss": 0.6810886897646262, "test_acc1": 83.85475247070312, "test_acc5": 96.88075276733399, "epoch": 227, "n_parameters": 89721496} {"train_lr": 0.00014772868709131358, "train_loss": 2.677869926920707, "test_loss": 0.6839085634426709, "test_acc1": 83.79925248596192, "test_acc5": 96.95200254882812, "epoch": 228, "n_parameters": 89721496} {"train_lr": 0.00014416052942639815, "train_loss": 2.6727360034231946, "test_loss": 0.6776108425431724, "test_acc1": 83.93300237548829, "test_acc5": 96.9760028515625, "epoch": 229, "n_parameters": 89721496} {"train_lr": 0.0001406319418757283, "train_loss": 2.660732628785068, "test_loss": 0.6719002111590114, "test_acc1": 84.01075263061523, "test_acc5": 96.98850263305664, "epoch": 230, "n_parameters": 89721496} {"train_lr": 0.00013714331138869076, "train_loss": 2.663010005172875, "test_loss": 0.6737908238859069, "test_acc1": 83.940252210083, "test_acc5": 97.00150281982422, "epoch": 231, "n_parameters": 89721496} {"train_lr": 0.00013369502053292505, "train_loss": 2.656143176993973, "test_loss": 0.6712958860778432, "test_acc1": 84.0337524963379, "test_acc5": 96.9580028125, "epoch": 232, "n_parameters": 89721496} {"train_lr": 0.00013028744745238475, "train_loss": 2.6527542933452426, "test_loss": 0.6823156695327653, "test_acc1": 84.04050237548829, "test_acc5": 96.93600256835937, "epoch": 233, "n_parameters": 89721496} {"train_lr": 0.0001269209658258495, "train_loss": 2.6487505500979847, "test_loss": 0.6784582761476723, "test_acc1": 84.13675238891602, "test_acc5": 96.94075242553711, "epoch": 234, "n_parameters": 89721496} {"train_lr": 0.0001235959448259827, "train_loss": 2.6361266286205427, "test_loss": 0.6782358843098141, "test_acc1": 84.025752578125, "test_acc5": 96.9657525805664, "epoch": 235, "n_parameters": 89721496} {"train_lr": 0.00012031274907879949, "train_loss": 2.6350441088231444, "test_loss": 0.676349201721364, "test_acc1": 84.06975249511719, "test_acc5": 96.96400260742188, "epoch": 236, "n_parameters": 89721496} {"train_lr": 0.00011707173862371172, "train_loss": 2.628084384875713, "test_loss": 0.68145960160813, "test_acc1": 84.03575257080078, "test_acc5": 96.91450256835938, "epoch": 237, "n_parameters": 89721496} {"train_lr": 0.00011387326887403272, "train_loss": 2.629142127174744, "test_loss": 0.6734827742965399, "test_acc1": 84.1420024609375, "test_acc5": 96.98375245361328, "epoch": 238, "n_parameters": 89721496} {"train_lr": 0.00011071769057802179, "train_loss": 2.625717638672399, "test_loss": 0.676601885917857, "test_acc1": 84.1807526184082, "test_acc5": 96.96400249267577, "epoch": 239, "n_parameters": 89721496} {"train_lr": 0.00010760534978039747, "train_loss": 2.620127513540163, "test_loss": 0.6746013437993682, "test_acc1": 84.24650280151367, "test_acc5": 97.00700279785156, "epoch": 240, "n_parameters": 89721496} {"train_lr": 0.00010453658778440302, "train_loss": 2.6077487523273692, "test_loss": 0.6739374252635686, "test_acc1": 84.23925240356445, "test_acc5": 96.98550268310547, "epoch": 241, "n_parameters": 89721496} {"train_lr": 0.0001015117411143637, "train_loss": 2.6073674125660906, "test_loss": 0.6716845269739571, "test_acc1": 84.29525254516602, "test_acc5": 96.99000255859374, "epoch": 242, "n_parameters": 89721496} {"train_lr": 9.853114147881454e-05, "train_loss": 2.5972727510116274, "test_loss": 0.6659869167282892, "test_acc1": 84.36300252929688, "test_acc5": 97.01075246704102, "epoch": 243, "n_parameters": 89721496} {"train_lr": 9.559511573409267e-05, "train_loss": 2.597871934802984, "test_loss": 0.6652882248341637, "test_acc1": 84.31150257202148, "test_acc5": 96.9955025390625, "epoch": 244, "n_parameters": 89721496} {"train_lr": 9.270398584849976e-05, "train_loss": 2.5896457848455503, "test_loss": 0.670936804453903, "test_acc1": 84.2510024206543, "test_acc5": 97.05300226684571, "epoch": 245, "n_parameters": 89721496} {"train_lr": 8.985806886701763e-05, "train_loss": 2.5888086345484504, "test_loss": 0.6695153814494267, "test_acc1": 84.22075239379883, "test_acc5": 97.01800259765625, "epoch": 246, "n_parameters": 89721496} {"train_lr": 8.705767687650155e-05, "train_loss": 2.578609533840232, "test_loss": 0.6676260005518566, "test_acc1": 84.38175251953125, "test_acc5": 97.00800280273438, "epoch": 247, "n_parameters": 89721496} {"train_lr": 8.430311697149993e-05, "train_loss": 2.584372391005595, "test_loss": 0.6681613222306944, "test_acc1": 84.30400266601562, "test_acc5": 97.0500028125, "epoch": 248, "n_parameters": 89721496} {"train_lr": 8.159469122054745e-05, "train_loss": 2.5766840964960727, "test_loss": 0.6734990904043461, "test_acc1": 84.26025270019531, "test_acc5": 97.08350262451172, "epoch": 249, "n_parameters": 89721496} {"train_lr": 7.893269663304691e-05, "train_loss": 2.5718820797715733, "test_loss": 0.6700197114569931, "test_acc1": 84.37700260131835, "test_acc5": 97.02800274414062, "epoch": 250, "n_parameters": 89721496} {"train_lr": 7.631742512670381e-05, "train_loss": 2.562558026693994, "test_loss": 0.6783724150395599, "test_acc1": 84.36500254638672, "test_acc5": 97.04275248413086, "epoch": 251, "n_parameters": 89721496} {"train_lr": 7.37491634955067e-05, "train_loss": 2.5604657644181135, "test_loss": 0.6748960368206789, "test_acc1": 84.40675254516601, "test_acc5": 97.01800271728516, "epoch": 252, "n_parameters": 89721496} {"train_lr": 7.122819337828824e-05, "train_loss": 2.554966986953593, "test_loss": 0.6693744890149184, "test_acc1": 84.3730024609375, "test_acc5": 97.01775262573243, "epoch": 253, "n_parameters": 89721496} {"train_lr": 6.875479122782832e-05, "train_loss": 2.544886580045275, "test_loss": 0.6668477351259854, "test_acc1": 84.54775260864258, "test_acc5": 97.07975284423829, "epoch": 254, "n_parameters": 89721496} {"train_lr": 6.632922828055003e-05, "train_loss": 2.5511530958753315, "test_loss": 0.6659500393445579, "test_acc1": 84.50875274169921, "test_acc5": 97.0292526928711, "epoch": 255, "n_parameters": 89721496} {"train_lr": 6.395177052675899e-05, "train_loss": 2.5484126259049447, "test_loss": 0.6681097236772379, "test_acc1": 84.53300265136718, "test_acc5": 97.06200260742187, "epoch": 256, "n_parameters": 89721496} {"train_lr": 6.162267868149164e-05, "train_loss": 2.5438473247390667, "test_loss": 0.6648833685094255, "test_acc1": 84.52050251220703, "test_acc5": 97.04650259399413, "epoch": 257, "n_parameters": 89721496} {"train_lr": 5.934220815591336e-05, "train_loss": 2.535105474346833, "test_loss": 0.6681748037601168, "test_acc1": 84.60650245361329, "test_acc5": 97.03875271362304, "epoch": 258, "n_parameters": 89721496} {"train_lr": 5.7110609029320316e-05, "train_loss": 2.532078598078778, "test_loss": 0.6664613832352091, "test_acc1": 84.52925251098632, "test_acc5": 97.07575264526368, "epoch": 259, "n_parameters": 89721496} {"train_lr": 5.492812602170232e-05, "train_loss": 2.5294109525845396, "test_loss": 0.6686114949027926, "test_acc1": 84.64675278686524, "test_acc5": 97.0495025732422, "epoch": 260, "n_parameters": 89721496} {"train_lr": 5.2794998466913834e-05, "train_loss": 2.534093594200891, "test_loss": 0.666458468752203, "test_acc1": 84.51775268920899, "test_acc5": 97.01500262695312, "epoch": 261, "n_parameters": 89721496} {"train_lr": 5.0711460286429e-05, "train_loss": 2.520380261811993, "test_loss": 0.6706204625289045, "test_acc1": 84.5855026940918, "test_acc5": 97.01000254394532, "epoch": 262, "n_parameters": 89721496} {"train_lr": 4.8677739963691566e-05, "train_loss": 2.523573526304117, "test_loss": 0.6696081996513567, "test_acc1": 84.56500258789063, "test_acc5": 97.0320025390625, "epoch": 263, "n_parameters": 89721496} {"train_lr": 4.669406051905346e-05, "train_loss": 2.513776472456259, "test_loss": 0.6657473955774444, "test_acc1": 84.69650260009766, "test_acc5": 97.05100227661133, "epoch": 264, "n_parameters": 89721496} {"train_lr": 4.476063948531632e-05, "train_loss": 2.518318089983351, "test_loss": 0.6651050687885318, "test_acc1": 84.7097525769043, "test_acc5": 97.0172527307129, "epoch": 265, "n_parameters": 89721496} {"train_lr": 4.287768888388454e-05, "train_loss": 2.51071823247188, "test_loss": 0.6693092419612453, "test_acc1": 84.58450238037109, "test_acc5": 96.97575273925781, "epoch": 266, "n_parameters": 89721496} {"train_lr": 4.1045415201513915e-05, "train_loss": 2.507080181623153, "test_loss": 0.6688628104725902, "test_acc1": 84.65375260498047, "test_acc5": 97.0635026147461, "epoch": 267, "n_parameters": 89721496} {"train_lr": 3.926401936765786e-05, "train_loss": 2.5078202839806782, "test_loss": 0.6662962269965716, "test_acc1": 84.7662526525879, "test_acc5": 97.04775258666992, "epoch": 268, "n_parameters": 89721496} {"train_lr": 3.753369673244709e-05, "train_loss": 2.4988112091231973, "test_loss": 0.6693483255660854, "test_acc1": 84.63125233886718, "test_acc5": 97.02750252685547, "epoch": 269, "n_parameters": 89721496} {"train_lr": 3.585463704525412e-05, "train_loss": 2.4966967887848877, "test_loss": 0.6708766080303495, "test_acc1": 84.7380025415039, "test_acc5": 97.0500026953125, "epoch": 270, "n_parameters": 89721496} {"train_lr": 3.4227024433899046e-05, "train_loss": 2.4863600106143076, "test_loss": 0.6715007737578674, "test_acc1": 84.70950249023437, "test_acc5": 97.05600258789063, "epoch": 271, "n_parameters": 89721496} {"train_lr": 3.2651037384443736e-05, "train_loss": 2.4886203091278922, "test_loss": 0.6689471611039449, "test_acc1": 84.6585024609375, "test_acc5": 97.07900267578125, "epoch": 272, "n_parameters": 89721496} {"train_lr": 3.112684872162703e-05, "train_loss": 2.490038386304125, "test_loss": 0.6672327440353361, "test_acc1": 84.75225237915039, "test_acc5": 97.0942526184082, "epoch": 273, "n_parameters": 89721496} {"train_lr": 2.9654625589913e-05, "train_loss": 2.4884922540159247, "test_loss": 0.6683949359132413, "test_acc1": 84.76975241333008, "test_acc5": 97.06200255859375, "epoch": 274, "n_parameters": 89721496} {"train_lr": 2.8234529435159726e-05, "train_loss": 2.4821769173006167, "test_loss": 0.6708023283038274, "test_acc1": 84.6520025378418, "test_acc5": 97.02475260131835, "epoch": 275, "n_parameters": 89721496} {"train_lr": 2.686671598691151e-05, "train_loss": 2.4828450368295947, "test_loss": 0.671057481654131, "test_acc1": 84.69600271728515, "test_acc5": 97.00200243164062, "epoch": 276, "n_parameters": 89721496} {"train_lr": 2.55513352413271e-05, "train_loss": 2.4810944915675432, "test_loss": 0.6732910521064396, "test_acc1": 84.68550256591797, "test_acc5": 97.02550243896485, "epoch": 277, "n_parameters": 89721496} {"train_lr": 2.4288531444729954e-05, "train_loss": 2.4808632922734764, "test_loss": 0.671065753375776, "test_acc1": 84.78825277709961, "test_acc5": 97.06750246826172, "epoch": 278, "n_parameters": 89721496} {"train_lr": 2.3078443077785567e-05, "train_loss": 2.475861727965059, "test_loss": 0.671707039281469, "test_acc1": 84.63350254882812, "test_acc5": 97.01300243652344, "epoch": 279, "n_parameters": 89721496} {"train_lr": 2.192120284031953e-05, "train_loss": 2.4635243870490653, "test_loss": 0.670182396158205, "test_acc1": 84.71075235717774, "test_acc5": 97.05850224243164, "epoch": 280, "n_parameters": 89721496} {"train_lr": 2.0816937636766537e-05, "train_loss": 2.4709349489397856, "test_loss": 0.671840787408481, "test_acc1": 84.6485025415039, "test_acc5": 97.01800259765625, "epoch": 281, "n_parameters": 89721496} {"train_lr": 1.976576856224742e-05, "train_loss": 2.4708967282474754, "test_loss": 0.667357235311948, "test_acc1": 84.75850264892578, "test_acc5": 97.09550230224609, "epoch": 282, "n_parameters": 89721496} {"train_lr": 1.8767810889299472e-05, "train_loss": 2.4671489578857124, "test_loss": 0.6718323051365684, "test_acc1": 84.72275264038086, "test_acc5": 97.02200250976563, "epoch": 283, "n_parameters": 89721496} {"train_lr": 1.7823174055225238e-05, "train_loss": 2.4602587502017963, "test_loss": 0.6682995806601598, "test_acc1": 84.79125236938476, "test_acc5": 97.1292525756836, "epoch": 284, "n_parameters": 89721496} {"train_lr": 1.6931961650100128e-05, "train_loss": 2.4607578799974243, "test_loss": 0.6704859693652425, "test_acc1": 84.74150246948243, "test_acc5": 97.08400234375, "epoch": 285, "n_parameters": 89721496} {"train_lr": 1.609427140540658e-05, "train_loss": 2.459919910601003, "test_loss": 0.6703945912663393, "test_acc1": 84.80725240600586, "test_acc5": 97.0852525366211, "epoch": 286, "n_parameters": 89721496} {"train_lr": 1.5310195183320784e-05, "train_loss": 2.458840541666646, "test_loss": 0.6696584824708173, "test_acc1": 84.78150249023437, "test_acc5": 97.08650238525391, "epoch": 287, "n_parameters": 89721496} {"train_lr": 1.4579818966635116e-05, "train_loss": 2.4564164381185405, "test_loss": 0.668091549288296, "test_acc1": 84.76400252075196, "test_acc5": 97.12675232543945, "epoch": 288, "n_parameters": 89721496} {"train_lr": 1.3903222849333426e-05, "train_loss": 2.4534989000438787, "test_loss": 0.6718678938695926, "test_acc1": 84.77075248535157, "test_acc5": 97.07150240722656, "epoch": 289, "n_parameters": 89721496} {"train_lr": 1.3280481027803718e-05, "train_loss": 2.455914714484573, "test_loss": 0.6690620704914418, "test_acc1": 84.83600273681641, "test_acc5": 97.09950233154296, "epoch": 290, "n_parameters": 89721496} {"train_lr": 1.2711661792704427e-05, "train_loss": 2.4489040006455376, "test_loss": 0.6712826820468651, "test_acc1": 84.75400268066406, "test_acc5": 97.10400243408203, "epoch": 291, "n_parameters": 89721496} {"train_lr": 1.2196827521475628e-05, "train_loss": 2.448571514156606, "test_loss": 0.6703212835015979, "test_acc1": 84.77075247192383, "test_acc5": 97.0560025, "epoch": 292, "n_parameters": 89721496} {"train_lr": 1.1736034671495227e-05, "train_loss": 2.448935587426646, "test_loss": 0.6736271335097508, "test_acc1": 84.74225258422851, "test_acc5": 97.06600249023438, "epoch": 293, "n_parameters": 89721496} {"train_lr": 1.1329333773893123e-05, "train_loss": 2.4479034567813125, "test_loss": 0.6714340455444723, "test_acc1": 84.78325256225585, "test_acc5": 97.04800251953125, "epoch": 294, "n_parameters": 89721496} {"train_lr": 1.0976769428005425e-05, "train_loss": 2.447453916180048, "test_loss": 0.6707001088215645, "test_acc1": 84.80900227905273, "test_acc5": 97.10200260742188, "epoch": 295, "n_parameters": 89721496} {"train_lr": 1.067838029648576e-05, "train_loss": 2.444412058968243, "test_loss": 0.6728117003951265, "test_acc1": 84.7962526135254, "test_acc5": 97.06000266601562, "epoch": 296, "n_parameters": 89721496} {"train_lr": 1.0434199101065238e-05, "train_loss": 2.4471314925608114, "test_loss": 0.6706811323176741, "test_acc1": 84.76775247070313, "test_acc5": 97.1077524230957, "epoch": 297, "n_parameters": 89721496} {"train_lr": 1.0244252618963044e-05, "train_loss": 2.441767753814336, "test_loss": 0.670829004761531, "test_acc1": 84.84525246826172, "test_acc5": 97.0915024975586, "epoch": 298, "n_parameters": 89721496} {"train_lr": 1.0108561679951307e-05, "train_loss": 2.4432956285709193, "test_loss": 0.671583400393383, "test_acc1": 84.79175243041992, "test_acc5": 97.06525250854492, "epoch": 299, "n_parameters": 89721496} |