| Namespace(alphabet=None, b1=0.5, b2=0.999, batch_size=10000, dim_d=512, dim_emb=128, dim_h=512, dim_z=128, dropout=0.3, epochs=10, lambda_adv=10.0, lambda_kl=0.0, lambda_p=0.0, load_model='', log_interval=100, lr=0.0005, max_len=12, model_type='aae', nlayers=1, no_cuda=True, noise=[0.0, 0.0, 0.0], save_dir='/mnt/hdd4/julia_dir/leo/demo-password-autoencoders/out/8-12_150kk_24_11_24/', train='/mnt/hdd4/julia_dir/leo/demo-password-autoencoders/data/8-12_150kk/train.txt', valid='/mnt/hdd4/julia_dir/leo/demo-password-autoencoders/data/8-12_150kk/valid.txt') |
| # train on cpu device |
| # vocab save /mnt/hdd4/julia_dir/leo/demo-password-autoencoders/out/8-12_150kk_24_11_24/vocab.alphabet |
| # train passwords 119999996 |
| # valid passwords 30000000 |
| # model aae parameters: 4353380 |
| -------------------------------------------------------------------------------- |
| | epoch 1 | 100/ 12000 batches | rec 36.05, adv 0.78, |lvar| 196.41, loss_d 1.49, loss 43.90, |
| | epoch 1 | 200/ 12000 batches | rec 33.25, adv 0.65, |lvar| 116.51, loss_d 1.45, loss 39.78, |
| | epoch 1 | 300/ 12000 batches | rec 30.93, adv 0.67, |lvar| 189.78, loss_d 1.45, loss 37.63, |
| | epoch 1 | 400/ 12000 batches | rec 29.51, adv 0.68, |lvar| 315.60, loss_d 1.43, loss 36.32, |
| | epoch 1 | 500/ 12000 batches | rec 28.73, adv 0.67, |lvar| 354.34, loss_d 1.42, loss 35.41, |
| | epoch 1 | 600/ 12000 batches | rec 27.14, adv 0.68, |lvar| 398.90, loss_d 1.42, loss 33.91, |
| | epoch 1 | 700/ 12000 batches | rec 26.54, adv 0.67, |lvar| 444.93, loss_d 1.43, loss 33.29, |
| | epoch 1 | 800/ 12000 batches | rec 26.11, adv 0.67, |lvar| 522.31, loss_d 1.45, loss 32.85, |
| | epoch 1 | 900/ 12000 batches | rec 25.54, adv 0.68, |lvar| 540.82, loss_d 1.45, loss 32.37, |
| | epoch 1 | 1000/ 12000 batches | rec 25.24, adv 0.67, |lvar| 568.67, loss_d 1.43, loss 31.95, |
| | epoch 1 | 1100/ 12000 batches | rec 24.84, adv 0.67, |lvar| 628.73, loss_d 1.44, loss 31.53, |
| | epoch 1 | 1200/ 12000 batches | rec 24.42, adv 0.69, |lvar| 611.47, loss_d 1.41, loss 31.31, |
| | epoch 1 | 1300/ 12000 batches | rec 23.84, adv 0.68, |lvar| 670.36, loss_d 1.42, loss 30.66, |
| | epoch 1 | 1400/ 12000 batches | rec 23.03, adv 0.69, |lvar| 700.27, loss_d 1.41, loss 29.92, |
| | epoch 1 | 1500/ 12000 batches | rec 22.15, adv 0.69, |lvar| 683.61, loss_d 1.41, loss 29.06, |
| | epoch 1 | 1600/ 12000 batches | rec 20.63, adv 0.69, |lvar| 735.94, loss_d 1.38, loss 27.57, |
| | epoch 1 | 1700/ 12000 batches | rec 20.09, adv 0.71, |lvar| 708.24, loss_d 1.37, loss 27.18, |
| | epoch 1 | 1800/ 12000 batches | rec 18.46, adv 0.72, |lvar| 752.00, loss_d 1.36, loss 25.65, |
| | epoch 1 | 1900/ 12000 batches | rec 17.42, adv 0.72, |lvar| 761.58, loss_d 1.35, loss 24.58, |
| | epoch 1 | 2000/ 12000 batches | rec 16.59, adv 0.72, |lvar| 781.83, loss_d 1.36, loss 23.83, |
| | epoch 1 | 2100/ 12000 batches | rec 15.57, adv 0.73, |lvar| 795.21, loss_d 1.35, loss 22.83, |
| | epoch 1 | 2200/ 12000 batches | rec 14.43, adv 0.71, |lvar| 876.15, loss_d 1.39, loss 21.57, |
| | epoch 1 | 2300/ 12000 batches | rec 14.09, adv 0.73, |lvar| 859.86, loss_d 1.36, loss 21.34, |
| | epoch 1 | 2400/ 12000 batches | rec 13.37, adv 0.73, |lvar| 874.57, loss_d 1.37, loss 20.66, |
| | epoch 1 | 2500/ 12000 batches | rec 12.03, adv 0.71, |lvar| 938.20, loss_d 1.37, loss 19.17, |
| | epoch 1 | 2600/ 12000 batches | rec 10.98, adv 0.71, |lvar| 934.43, loss_d 1.39, loss 18.08, |
| | epoch 1 | 2700/ 12000 batches | rec 10.34, adv 0.71, |lvar| 1005.61, loss_d 1.38, loss 17.44, |
| | epoch 1 | 2800/ 12000 batches | rec 9.32, adv 0.70, |lvar| 1039.47, loss_d 1.41, loss 16.27, |
| | epoch 1 | 2900/ 12000 batches | rec 8.14, adv 0.71, |lvar| 1023.66, loss_d 1.40, loss 15.23, |
| | epoch 1 | 3000/ 12000 batches | rec 7.51, adv 0.70, |lvar| 1069.41, loss_d 1.37, loss 14.54, |
| | epoch 1 | 3100/ 12000 batches | rec 8.14, adv 0.71, |lvar| 1070.10, loss_d 1.37, loss 15.24, |
| | epoch 1 | 3200/ 12000 batches | rec 6.87, adv 0.72, |lvar| 1068.28, loss_d 1.39, loss 14.07, |
| | epoch 1 | 3300/ 12000 batches | rec 6.27, adv 0.70, |lvar| 1098.51, loss_d 1.41, loss 13.31, |
| | epoch 1 | 3400/ 12000 batches | rec 6.10, adv 0.69, |lvar| 1079.47, loss_d 1.42, loss 13.01, |
| | epoch 1 | 3500/ 12000 batches | rec 5.57, adv 0.72, |lvar| 1103.73, loss_d 1.39, loss 12.73, |
| | epoch 1 | 3600/ 12000 batches | rec 4.84, adv 0.71, |lvar| 1097.85, loss_d 1.40, loss 11.90, |
| | epoch 1 | 3700/ 12000 batches | rec 5.07, adv 0.71, |lvar| 1122.98, loss_d 1.38, loss 12.13, |
| | epoch 1 | 3800/ 12000 batches | rec 4.58, adv 0.70, |lvar| 1122.09, loss_d 1.39, loss 11.56, |
| | epoch 1 | 3900/ 12000 batches | rec 4.34, adv 0.71, |lvar| 1126.38, loss_d 1.40, loss 11.43, |
| | epoch 1 | 4000/ 12000 batches | rec 4.28, adv 0.71, |lvar| 1148.77, loss_d 1.41, loss 11.41, |
| | epoch 1 | 4100/ 12000 batches | rec 4.29, adv 0.71, |lvar| 1149.97, loss_d 1.39, loss 11.34, |
| | epoch 1 | 4200/ 12000 batches | rec 3.84, adv 0.71, |lvar| 1113.89, loss_d 1.38, loss 10.95, |
| | epoch 1 | 4300/ 12000 batches | rec 4.01, adv 0.71, |lvar| 1157.43, loss_d 1.38, loss 11.13, |
| | epoch 1 | 4400/ 12000 batches | rec 4.04, adv 0.72, |lvar| 1189.51, loss_d 1.38, loss 11.22, |
| | epoch 1 | 4500/ 12000 batches | rec 3.73, adv 0.71, |lvar| 1187.30, loss_d 1.41, loss 10.84, |
| | epoch 1 | 4600/ 12000 batches | rec 3.70, adv 0.72, |lvar| 1190.86, loss_d 1.39, loss 10.92, |
| | epoch 1 | 4700/ 12000 batches | rec 2.88, adv 0.70, |lvar| 1181.15, loss_d 1.39, loss 9.90, |
| | epoch 1 | 4800/ 12000 batches | rec 3.02, adv 0.72, |lvar| 1193.40, loss_d 1.38, loss 10.24, |
| | epoch 1 | 4900/ 12000 batches | rec 3.15, adv 0.71, |lvar| 1171.89, loss_d 1.41, loss 10.29, |
| | epoch 1 | 5000/ 12000 batches | rec 3.06, adv 0.71, |lvar| 1239.24, loss_d 1.40, loss 10.15, |
| | epoch 1 | 5100/ 12000 batches | rec 2.08, adv 0.69, |lvar| 1230.78, loss_d 1.43, loss 8.97, |
| | epoch 1 | 5200/ 12000 batches | rec 2.85, adv 0.71, |lvar| 1169.53, loss_d 1.43, loss 9.99, |
| | epoch 1 | 5300/ 12000 batches | rec 2.55, adv 0.70, |lvar| 1233.82, loss_d 1.39, loss 9.56, |
| | epoch 1 | 5400/ 12000 batches | rec 1.80, adv 0.69, |lvar| 1324.80, loss_d 1.43, loss 8.74, |
| | epoch 1 | 5500/ 12000 batches | rec 2.46, adv 0.69, |lvar| 1277.03, loss_d 1.42, loss 9.37, |
| | epoch 1 | 5600/ 12000 batches | rec 2.28, adv 0.71, |lvar| 1223.24, loss_d 1.37, loss 9.35, |
| | epoch 1 | 5700/ 12000 batches | rec 3.19, adv 0.71, |lvar| 1231.27, loss_d 1.41, loss 10.32, |
| | epoch 1 | 5800/ 12000 batches | rec 2.15, adv 0.71, |lvar| 1252.94, loss_d 1.40, loss 9.24, |
| | epoch 1 | 5900/ 12000 batches | rec 1.98, adv 0.72, |lvar| 1244.16, loss_d 1.39, loss 9.15, |
| | epoch 1 | 6000/ 12000 batches | rec 3.78, adv 0.72, |lvar| 1131.08, loss_d 1.37, loss 10.98, |
| | epoch 1 | 6100/ 12000 batches | rec 2.11, adv 0.73, |lvar| 1214.31, loss_d 1.35, loss 9.42, |
| | epoch 1 | 6200/ 12000 batches | rec 2.56, adv 0.73, |lvar| 1214.64, loss_d 1.38, loss 9.85, |
| | epoch 1 | 6300/ 12000 batches | rec 2.52, adv 0.71, |lvar| 1258.22, loss_d 1.41, loss 9.60, |
| | epoch 1 | 6400/ 12000 batches | rec 1.84, adv 0.71, |lvar| 1248.71, loss_d 1.40, loss 8.91, |
| | epoch 1 | 6500/ 12000 batches | rec 1.97, adv 0.71, |lvar| 1162.45, loss_d 1.39, loss 9.09, |
| | epoch 1 | 6600/ 12000 batches | rec 2.50, adv 0.72, |lvar| 1223.30, loss_d 1.42, loss 9.74, |
| | epoch 1 | 6700/ 12000 batches | rec 2.38, adv 0.69, |lvar| 1225.29, loss_d 1.41, loss 9.32, |
| | epoch 1 | 6800/ 12000 batches | rec 1.98, adv 0.72, |lvar| 1275.31, loss_d 1.38, loss 9.16, |
| | epoch 1 | 6900/ 12000 batches | rec 1.06, adv 0.72, |lvar| 1347.36, loss_d 1.37, loss 8.29, |
| | epoch 1 | 7000/ 12000 batches | rec 2.27, adv 0.71, |lvar| 1332.32, loss_d 1.41, loss 9.39, |
| | epoch 1 | 7100/ 12000 batches | rec 2.14, adv 0.71, |lvar| 1232.67, loss_d 1.41, loss 9.26, |
| | epoch 1 | 7200/ 12000 batches | rec 1.72, adv 0.71, |lvar| 1189.80, loss_d 1.38, loss 8.85, |
| | epoch 1 | 7300/ 12000 batches | rec 1.84, adv 0.71, |lvar| 1337.71, loss_d 1.41, loss 8.91, |
| | epoch 1 | 7400/ 12000 batches | rec 1.46, adv 0.70, |lvar| 1284.63, loss_d 1.44, loss 8.46, |
| | epoch 1 | 7500/ 12000 batches | rec 3.27, adv 0.71, |lvar| 1318.55, loss_d 1.41, loss 10.36, |
| | epoch 1 | 7600/ 12000 batches | rec 1.22, adv 0.71, |lvar| 1311.69, loss_d 1.38, loss 8.34, |
| | epoch 1 | 7700/ 12000 batches | rec 1.54, adv 0.70, |lvar| 1298.16, loss_d 1.35, loss 8.56, |
| | epoch 1 | 7800/ 12000 batches | rec 2.15, adv 0.72, |lvar| 1276.34, loss_d 1.41, loss 9.38, |
| | epoch 1 | 7900/ 12000 batches | rec 2.88, adv 0.72, |lvar| 1216.66, loss_d 1.41, loss 10.10, |
| | epoch 1 | 8000/ 12000 batches | rec 1.27, adv 0.71, |lvar| 1288.53, loss_d 1.37, loss 8.34, |
| | epoch 1 | 8100/ 12000 batches | rec 1.78, adv 0.72, |lvar| 1365.07, loss_d 1.42, loss 8.96, |
| | epoch 1 | 8200/ 12000 batches | rec 0.79, adv 0.69, |lvar| 1245.97, loss_d 1.38, loss 7.73, |
| | epoch 1 | 8300/ 12000 batches | rec 2.28, adv 0.73, |lvar| 1319.15, loss_d 1.36, loss 9.57, |
| | epoch 1 | 8400/ 12000 batches | rec 1.69, adv 0.72, |lvar| 1313.69, loss_d 1.39, loss 8.90, |
| | epoch 1 | 8500/ 12000 batches | rec 1.41, adv 0.72, |lvar| 1372.13, loss_d 1.42, loss 8.58, |
| | epoch 1 | 8600/ 12000 batches | rec 1.28, adv 0.71, |lvar| 1293.13, loss_d 1.41, loss 8.36, |
| | epoch 1 | 8700/ 12000 batches | rec 0.68, adv 0.69, |lvar| 1256.77, loss_d 1.39, loss 7.60, |
| | epoch 1 | 8800/ 12000 batches | rec 1.33, adv 0.71, |lvar| 1262.03, loss_d 1.41, loss 8.38, |
| | epoch 1 | 8900/ 12000 batches | rec 0.95, adv 0.72, |lvar| 1320.19, loss_d 1.46, loss 8.12, |
| | epoch 1 | 9000/ 12000 batches | rec 1.31, adv 0.68, |lvar| 1295.81, loss_d 1.46, loss 8.11, |
| | epoch 1 | 9100/ 12000 batches | rec 0.53, adv 0.69, |lvar| 1420.63, loss_d 1.39, loss 7.47, |
| | epoch 1 | 9200/ 12000 batches | rec 0.54, adv 0.69, |lvar| 1385.32, loss_d 1.43, loss 7.41, |
| | epoch 1 | 9300/ 12000 batches | rec 0.53, adv 0.70, |lvar| 1312.85, loss_d 1.44, loss 7.51, |
| | epoch 1 | 9400/ 12000 batches | rec 1.50, adv 0.67, |lvar| 1342.44, loss_d 1.44, loss 8.21, |
| | epoch 1 | 9500/ 12000 batches | rec 0.48, adv 0.69, |lvar| 1344.51, loss_d 1.42, loss 7.40, |
| | epoch 1 | 9600/ 12000 batches | rec 1.78, adv 0.69, |lvar| 1302.50, loss_d 1.43, loss 8.67, |
| | epoch 1 | 9700/ 12000 batches | rec 0.62, adv 0.69, |lvar| 1276.15, loss_d 1.40, loss 7.50, |
| | epoch 1 | 9800/ 12000 batches | rec 0.93, adv 0.70, |lvar| 1433.41, loss_d 1.41, loss 7.92, |
| | epoch 1 | 9900/ 12000 batches | rec 0.65, adv 0.69, |lvar| 1471.61, loss_d 1.41, loss 7.55, |
| | epoch 1 | 10000/ 12000 batches | rec 1.05, adv 0.69, |lvar| 1437.37, loss_d 1.40, loss 7.93, |
| | epoch 1 | 10100/ 12000 batches | rec 0.44, adv 0.70, |lvar| 1464.32, loss_d 1.38, loss 7.46, |
| | epoch 1 | 10200/ 12000 batches | rec 2.11, adv 0.71, |lvar| 1297.84, loss_d 1.38, loss 9.17, |
| | epoch 1 | 10300/ 12000 batches | rec 1.27, adv 0.71, |lvar| 1282.87, loss_d 1.38, loss 8.38, |
| | epoch 1 | 10400/ 12000 batches | rec 0.61, adv 0.71, |lvar| 1319.18, loss_d 1.43, loss 7.68, |
| | epoch 1 | 10500/ 12000 batches | rec 1.35, adv 0.69, |lvar| 1251.97, loss_d 1.41, loss 8.24, |
| | epoch 1 | 10600/ 12000 batches | rec 1.48, adv 0.69, |lvar| 1248.54, loss_d 1.45, loss 8.37, |
| | epoch 1 | 10700/ 12000 batches | rec 0.49, adv 0.69, |lvar| 1350.64, loss_d 1.41, loss 7.35, |
| | epoch 1 | 10800/ 12000 batches | rec 0.93, adv 0.68, |lvar| 1413.43, loss_d 1.42, loss 7.73, |
| | epoch 1 | 10900/ 12000 batches | rec 0.76, adv 0.69, |lvar| 1448.54, loss_d 1.40, loss 7.66, |
| | epoch 1 | 11000/ 12000 batches | rec 0.43, adv 0.71, |lvar| 1422.87, loss_d 1.38, loss 7.49, |
| | epoch 1 | 11100/ 12000 batches | rec 1.28, adv 0.71, |lvar| 1371.87, loss_d 1.39, loss 8.35, |
| | epoch 1 | 11200/ 12000 batches | rec 0.94, adv 0.70, |lvar| 1352.65, loss_d 1.38, loss 7.90, |
| | epoch 1 | 11300/ 12000 batches | rec 0.45, adv 0.71, |lvar| 1349.46, loss_d 1.41, loss 7.58, |
| | epoch 1 | 11400/ 12000 batches | rec 1.27, adv 0.70, |lvar| 1405.04, loss_d 1.35, loss 8.28, |
| | epoch 1 | 11500/ 12000 batches | rec 2.13, adv 0.74, |lvar| 1295.21, loss_d 1.39, loss 9.50, |
| | epoch 1 | 11600/ 12000 batches | rec 1.25, adv 0.70, |lvar| 1242.05, loss_d 1.36, loss 8.27, |
| | epoch 1 | 11700/ 12000 batches | rec 1.04, adv 0.70, |lvar| 1297.51, loss_d 1.41, loss 8.03, |
| | epoch 1 | 11800/ 12000 batches | rec 1.31, adv 0.73, |lvar| 1311.33, loss_d 1.40, loss 8.63, |
| | epoch 1 | 11900/ 12000 batches | rec 0.50, adv 0.69, |lvar| 1332.11, loss_d 1.41, loss 7.38, |
| | epoch 1 | 12000/ 12000 batches | rec 0.91, adv 0.70, |lvar| 1367.01, loss_d 1.42, loss 7.91, |
| -------------------------------------------------------------------------------- |
| | end of epoch 1| time 92113s| valid rec 0.14, adv 0.64, |lvar| 1384.86, loss_d 1.41, loss 6.51, | saving model |
| -------------------------------------------------------------------------------- |
| | epoch 2 | 100/ 12000 batches | rec 0.59, adv 0.70, |lvar| 1470.18, loss_d 1.41, loss 7.55, |
| | epoch 2 | 200/ 12000 batches | rec 1.24, adv 0.70, |lvar| 1417.42, loss_d 1.43, loss 8.20, |
| | epoch 2 | 300/ 12000 batches | rec 0.41, adv 0.70, |lvar| 1425.05, loss_d 1.39, loss 7.40, |
| | epoch 2 | 400/ 12000 batches | rec 0.89, adv 0.70, |lvar| 1398.60, loss_d 1.43, loss 7.89, |
| | epoch 2 | 500/ 12000 batches | rec 0.34, adv 0.70, |lvar| 1360.27, loss_d 1.37, loss 7.32, |
| | epoch 2 | 600/ 12000 batches | rec 0.39, adv 0.71, |lvar| 1363.39, loss_d 1.40, loss 7.45, |
| | epoch 2 | 700/ 12000 batches | rec 0.91, adv 0.70, |lvar| 1326.70, loss_d 1.41, loss 7.87, |
| | epoch 2 | 800/ 12000 batches | rec 1.04, adv 0.71, |lvar| 1296.07, loss_d 1.41, loss 8.10, |
| | epoch 2 | 900/ 12000 batches | rec 0.87, adv 0.70, |lvar| 1328.41, loss_d 1.39, loss 7.89, |
| | epoch 2 | 1000/ 12000 batches | rec 1.20, adv 0.71, |lvar| 1358.86, loss_d 1.40, loss 8.29, |
| | epoch 2 | 1100/ 12000 batches | rec 1.32, adv 0.71, |lvar| 1331.04, loss_d 1.40, loss 8.43, |
| | epoch 2 | 1200/ 12000 batches | rec 0.84, adv 0.70, |lvar| 1376.66, loss_d 1.41, loss 7.89, |
| | epoch 2 | 1300/ 12000 batches | rec 0.38, adv 0.68, |lvar| 1470.12, loss_d 1.42, loss 7.18, |
| | epoch 2 | 1400/ 12000 batches | rec 0.58, adv 0.70, |lvar| 1528.10, loss_d 1.41, loss 7.58, |
| | epoch 2 | 1500/ 12000 batches | rec 1.51, adv 0.68, |lvar| 1339.22, loss_d 1.40, loss 8.33, |
| | epoch 2 | 1600/ 12000 batches | rec 1.28, adv 0.71, |lvar| 1353.45, loss_d 1.38, loss 8.40, |
| | epoch 2 | 1700/ 12000 batches | rec 0.42, adv 0.71, |lvar| 1402.65, loss_d 1.39, loss 7.55, |
| | epoch 2 | 1800/ 12000 batches | rec 0.83, adv 0.71, |lvar| 1428.70, loss_d 1.40, loss 7.92, |
| | epoch 2 | 1900/ 12000 batches | rec 0.86, adv 0.70, |lvar| 1388.48, loss_d 1.42, loss 7.81, |
| | epoch 2 | 2000/ 12000 batches | rec 0.77, adv 0.70, |lvar| 1442.77, loss_d 1.40, loss 7.77, |
| | epoch 2 | 2100/ 12000 batches | rec 0.65, adv 0.69, |lvar| 1390.75, loss_d 1.39, loss 7.58, |
| | epoch 2 | 2200/ 12000 batches | rec 0.34, adv 0.70, |lvar| 1372.76, loss_d 1.42, loss 7.33, |
| | epoch 2 | 2300/ 12000 batches | rec 0.81, adv 0.70, |lvar| 1323.15, loss_d 1.38, loss 7.76, |
| | epoch 2 | 2400/ 12000 batches | rec 1.02, adv 0.71, |lvar| 1331.83, loss_d 1.42, loss 8.07, |
| | epoch 2 | 2500/ 12000 batches | rec 0.55, adv 0.70, |lvar| 1418.51, loss_d 1.39, loss 7.56, |
| | epoch 2 | 2600/ 12000 batches | rec 0.39, adv 0.71, |lvar| 1344.99, loss_d 1.41, loss 7.45, |
| | epoch 2 | 2700/ 12000 batches | rec 0.98, adv 0.71, |lvar| 1260.15, loss_d 1.35, loss 8.10, |
| | epoch 2 | 2800/ 12000 batches | rec 0.89, adv 0.70, |lvar| 1265.82, loss_d 1.42, loss 7.84, |
| | epoch 2 | 2900/ 12000 batches | rec 1.25, adv 0.70, |lvar| 1313.66, loss_d 1.43, loss 8.26, |
| | epoch 2 | 3000/ 12000 batches | rec 0.87, adv 0.70, |lvar| 1391.65, loss_d 1.41, loss 7.89, |
| | epoch 2 | 3100/ 12000 batches | rec 0.35, adv 0.69, |lvar| 1321.00, loss_d 1.38, loss 7.25, |
| | epoch 2 | 3200/ 12000 batches | rec 1.12, adv 0.71, |lvar| 1341.50, loss_d 1.42, loss 8.19, |
| | epoch 2 | 3300/ 12000 batches | rec 1.06, adv 0.69, |lvar| 1405.26, loss_d 1.43, loss 7.96, |
| | epoch 2 | 3400/ 12000 batches | rec 0.34, adv 0.69, |lvar| 1449.85, loss_d 1.40, loss 7.26, |
| | epoch 2 | 3500/ 12000 batches | rec 1.11, adv 0.71, |lvar| 1395.88, loss_d 1.35, loss 8.24, |
| | epoch 2 | 3600/ 12000 batches | rec 0.76, adv 0.71, |lvar| 1491.70, loss_d 1.42, loss 7.87, |
| | epoch 2 | 3700/ 12000 batches | rec 0.33, adv 0.71, |lvar| 1380.68, loss_d 1.38, loss 7.38, |
| | epoch 2 | 3800/ 12000 batches | rec 0.77, adv 0.69, |lvar| 1351.75, loss_d 1.42, loss 7.66, |
| | epoch 2 | 3900/ 12000 batches | rec 0.47, adv 0.69, |lvar| 1458.33, loss_d 1.42, loss 7.42, |
| | epoch 2 | 4000/ 12000 batches | rec 1.09, adv 0.70, |lvar| 1356.90, loss_d 1.39, loss 8.10, |
| | epoch 2 | 4100/ 12000 batches | rec 0.56, adv 0.70, |lvar| 1302.41, loss_d 1.38, loss 7.60, |
| | epoch 2 | 4200/ 12000 batches | rec 0.79, adv 0.71, |lvar| 1324.09, loss_d 1.43, loss 7.94, |
| | epoch 2 | 4300/ 12000 batches | rec 0.30, adv 0.69, |lvar| 1433.60, loss_d 1.39, loss 7.23, |
| | epoch 2 | 4400/ 12000 batches | rec 1.39, adv 0.71, |lvar| 1386.79, loss_d 1.43, loss 8.45, |
| | epoch 2 | 4500/ 12000 batches | rec 1.12, adv 0.70, |lvar| 1453.72, loss_d 1.43, loss 8.13, |
| | epoch 2 | 4600/ 12000 batches | rec 0.34, adv 0.69, |lvar| 1579.59, loss_d 1.40, loss 7.20, |
| | epoch 2 | 4700/ 12000 batches | rec 0.49, adv 0.70, |lvar| 1539.02, loss_d 1.40, loss 7.44, |
| | epoch 2 | 4800/ 12000 batches | rec 0.28, adv 0.69, |lvar| 1508.55, loss_d 1.41, loss 7.19, |
| | epoch 2 | 4900/ 12000 batches | rec 0.81, adv 0.69, |lvar| 1469.79, loss_d 1.42, loss 7.66, |
| | epoch 2 | 5000/ 12000 batches | rec 1.40, adv 0.70, |lvar| 1362.89, loss_d 1.41, loss 8.44, |
| | epoch 2 | 5100/ 12000 batches | rec 0.79, adv 0.71, |lvar| 1400.27, loss_d 1.37, loss 7.90, |
| | epoch 2 | 5200/ 12000 batches | rec 0.31, adv 0.70, |lvar| 1362.82, loss_d 1.37, loss 7.34, |
| | epoch 2 | 5300/ 12000 batches | rec 0.74, adv 0.70, |lvar| 1411.43, loss_d 1.40, loss 7.79, |
| | epoch 2 | 5400/ 12000 batches | rec 0.34, adv 0.70, |lvar| 1499.23, loss_d 1.40, loss 7.32, |
| | epoch 2 | 5500/ 12000 batches | rec 1.14, adv 0.70, |lvar| 1457.79, loss_d 1.43, loss 8.15, |
| | epoch 2 | 5600/ 12000 batches | rec 0.45, adv 0.68, |lvar| 1450.71, loss_d 1.45, loss 7.30, |
| | epoch 2 | 5700/ 12000 batches | rec 0.87, adv 0.69, |lvar| 1547.61, loss_d 1.39, loss 7.79, |
| | epoch 2 | 5800/ 12000 batches | rec 1.45, adv 0.72, |lvar| 1385.22, loss_d 1.37, loss 8.63, |
| | epoch 2 | 5900/ 12000 batches | rec 0.75, adv 0.71, |lvar| 1410.09, loss_d 1.41, loss 7.82, |
| | epoch 2 | 6000/ 12000 batches | rec 0.38, adv 0.69, |lvar| 1525.76, loss_d 1.41, loss 7.32, |
| | epoch 2 | 6100/ 12000 batches | rec 0.71, adv 0.68, |lvar| 1555.40, loss_d 1.40, loss 7.55, |
| | epoch 2 | 6200/ 12000 batches | rec 0.30, adv 0.71, |lvar| 1430.91, loss_d 1.40, loss 7.36, |
| | epoch 2 | 6300/ 12000 batches | rec 0.78, adv 0.69, |lvar| 1481.11, loss_d 1.43, loss 7.69, |
| | epoch 2 | 6400/ 12000 batches | rec 0.73, adv 0.70, |lvar| 1514.32, loss_d 1.40, loss 7.74, |
| | epoch 2 | 6500/ 12000 batches | rec 0.27, adv 0.70, |lvar| 1614.15, loss_d 1.39, loss 7.25, |
| | epoch 2 | 6600/ 12000 batches | rec 0.80, adv 0.71, |lvar| 1431.73, loss_d 1.40, loss 7.86, |
| | epoch 2 | 6700/ 12000 batches | rec 0.31, adv 0.71, |lvar| 1453.67, loss_d 1.39, loss 7.46, |
| | epoch 2 | 6800/ 12000 batches | rec 0.80, adv 0.69, |lvar| 1454.16, loss_d 1.42, loss 7.70, |
| | epoch 2 | 6900/ 12000 batches | rec 1.02, adv 0.69, |lvar| 1451.86, loss_d 1.43, loss 7.91, |
| | epoch 2 | 7000/ 12000 batches | rec 0.24, adv 0.69, |lvar| 1499.40, loss_d 1.40, loss 7.17, |
| | epoch 2 | 7100/ 12000 batches | rec 0.23, adv 0.70, |lvar| 1507.21, loss_d 1.40, loss 7.19, |
| | epoch 2 | 7200/ 12000 batches | rec 0.57, adv 0.68, |lvar| 1449.14, loss_d 1.43, loss 7.42, |
| | epoch 2 | 7300/ 12000 batches | rec 0.23, adv 0.69, |lvar| 1491.62, loss_d 1.39, loss 7.14, |
| | epoch 2 | 7400/ 12000 batches | rec 1.13, adv 0.69, |lvar| 1423.39, loss_d 1.40, loss 8.03, |
| | epoch 2 | 7500/ 12000 batches | rec 0.72, adv 0.72, |lvar| 1545.56, loss_d 1.41, loss 7.90, |
| | epoch 2 | 7600/ 12000 batches | rec 0.99, adv 0.71, |lvar| 1341.85, loss_d 1.39, loss 8.07, |
| | epoch 2 | 7700/ 12000 batches | rec 0.51, adv 0.70, |lvar| 1372.41, loss_d 1.38, loss 7.52, |
| | epoch 2 | 7800/ 12000 batches | rec 0.28, adv 0.71, |lvar| 1393.26, loss_d 1.39, loss 7.40, |
| | epoch 2 | 7900/ 12000 batches | rec 0.57, adv 0.69, |lvar| 1405.85, loss_d 1.41, loss 7.45, |
| | epoch 2 | 8000/ 12000 batches | rec 0.45, adv 0.69, |lvar| 1460.36, loss_d 1.43, loss 7.33, |
| | epoch 2 | 8100/ 12000 batches | rec 0.30, adv 0.70, |lvar| 1425.70, loss_d 1.44, loss 7.27, |
| | epoch 2 | 8200/ 12000 batches | rec 0.64, adv 0.68, |lvar| 1472.78, loss_d 1.38, loss 7.48, |
| | epoch 2 | 8300/ 12000 batches | rec 0.97, adv 0.71, |lvar| 1429.71, loss_d 1.38, loss 8.03, |
| | epoch 2 | 8400/ 12000 batches | rec 0.25, adv 0.71, |lvar| 1425.01, loss_d 1.38, loss 7.31, |
| | epoch 2 | 8500/ 12000 batches | rec 0.63, adv 0.70, |lvar| 1424.15, loss_d 1.42, loss 7.66, |
| | epoch 2 | 8600/ 12000 batches | rec 0.54, adv 0.70, |lvar| 1491.28, loss_d 1.43, loss 7.49, |
| | epoch 2 | 8700/ 12000 batches | rec 0.23, adv 0.69, |lvar| 1448.64, loss_d 1.40, loss 7.12, |
| | epoch 2 | 8800/ 12000 batches | rec 0.68, adv 0.69, |lvar| 1491.90, loss_d 1.44, loss 7.54, |
| | epoch 2 | 8900/ 12000 batches | rec 0.21, adv 0.69, |lvar| 1465.84, loss_d 1.41, loss 7.13, |
| | epoch 2 | 9000/ 12000 batches | rec 0.53, adv 0.69, |lvar| 1450.67, loss_d 1.43, loss 7.46, |
| | epoch 2 | 9100/ 12000 batches | rec 0.79, adv 0.70, |lvar| 1386.87, loss_d 1.40, loss 7.76, |
| | epoch 2 | 9200/ 12000 batches | rec 0.27, adv 0.70, |lvar| 1568.75, loss_d 1.38, loss 7.26, |
| | epoch 2 | 9300/ 12000 batches | rec 0.72, adv 0.70, |lvar| 1539.69, loss_d 1.38, loss 7.74, |
| | epoch 2 | 9400/ 12000 batches | rec 0.29, adv 0.70, |lvar| 1543.03, loss_d 1.41, loss 7.28, |
| | epoch 2 | 9500/ 12000 batches | rec 0.20, adv 0.68, |lvar| 1468.48, loss_d 1.42, loss 6.97, |
| | epoch 2 | 9600/ 12000 batches | rec 0.76, adv 0.71, |lvar| 1400.35, loss_d 1.38, loss 7.84, |
| | epoch 2 | 9700/ 12000 batches | rec 0.59, adv 0.69, |lvar| 1366.97, loss_d 1.43, loss 7.53, |
| | epoch 2 | 9800/ 12000 batches | rec 1.04, adv 0.70, |lvar| 1542.05, loss_d 1.41, loss 8.00, |
| | epoch 2 | 9900/ 12000 batches | rec 0.25, adv 0.70, |lvar| 1419.28, loss_d 1.41, loss 7.23, |
| | epoch 2 | 10000/ 12000 batches | rec 0.44, adv 0.70, |lvar| 1379.89, loss_d 1.41, loss 7.43, |
| | epoch 2 | 10100/ 12000 batches | rec 0.47, adv 0.69, |lvar| 1380.43, loss_d 1.40, loss 7.34, |
| | epoch 2 | 10200/ 12000 batches | rec 0.62, adv 0.70, |lvar| 1331.48, loss_d 1.42, loss 7.59, |
| | epoch 2 | 10300/ 12000 batches | rec 0.70, adv 0.70, |lvar| 1346.04, loss_d 1.42, loss 7.73, |
| | epoch 2 | 10400/ 12000 batches | rec 0.22, adv 0.70, |lvar| 1402.87, loss_d 1.38, loss 7.24, |
| | epoch 2 | 10500/ 12000 batches | rec 1.39, adv 0.69, |lvar| 1432.41, loss_d 1.38, loss 8.34, |
| | epoch 2 | 10600/ 12000 batches | rec 0.30, adv 0.71, |lvar| 1398.61, loss_d 1.39, loss 7.44, |
| | epoch 2 | 10700/ 12000 batches | rec 0.49, adv 0.70, |lvar| 1574.68, loss_d 1.40, loss 7.52, |
| | epoch 2 | 10800/ 12000 batches | rec 0.26, adv 0.69, |lvar| 1470.54, loss_d 1.42, loss 7.21, |
| | epoch 2 | 10900/ 12000 batches | rec 0.82, adv 0.69, |lvar| 1478.27, loss_d 1.44, loss 7.68, |
| | epoch 2 | 11000/ 12000 batches | rec 0.35, adv 0.70, |lvar| 1545.99, loss_d 1.40, loss 7.36, |
| | epoch 2 | 11100/ 12000 batches | rec 0.21, adv 0.70, |lvar| 1426.23, loss_d 1.39, loss 7.24, |
| | epoch 2 | 11200/ 12000 batches | rec 0.53, adv 0.69, |lvar| 1408.67, loss_d 1.41, loss 7.45, |
| | epoch 2 | 11300/ 12000 batches | rec 0.34, adv 0.70, |lvar| 1464.81, loss_d 1.42, loss 7.31, |
| | epoch 2 | 11400/ 12000 batches | rec 0.45, adv 0.68, |lvar| 1497.70, loss_d 1.43, loss 7.27, |
| | epoch 2 | 11500/ 12000 batches | rec 0.18, adv 0.70, |lvar| 1557.22, loss_d 1.41, loss 7.15, |
| | epoch 2 | 11600/ 12000 batches | rec 0.17, adv 0.69, |lvar| 1437.63, loss_d 1.40, loss 7.02, |
| | epoch 2 | 11700/ 12000 batches | rec 0.19, adv 0.70, |lvar| 1461.35, loss_d 1.42, loss 7.20, |
| | epoch 2 | 11800/ 12000 batches | rec 0.72, adv 0.69, |lvar| 1621.13, loss_d 1.41, loss 7.60, |
| | epoch 2 | 11900/ 12000 batches | rec 0.56, adv 0.70, |lvar| 1498.06, loss_d 1.40, loss 7.54, |
| | epoch 2 | 12000/ 12000 batches | rec 0.18, adv 0.70, |lvar| 1519.69, loss_d 1.39, loss 7.19, |
| -------------------------------------------------------------------------------- |
| | end of epoch 2| time 93450s| valid rec 0.06, adv 0.65, |lvar| 1637.04, loss_d 1.37, loss 6.60, |
| -------------------------------------------------------------------------------- |
| | epoch 3 | 100/ 12000 batches | rec 0.19, adv 0.70, |lvar| 1567.19, loss_d 1.42, loss 7.15, |
| | epoch 3 | 200/ 12000 batches | rec 0.16, adv 0.68, |lvar| 1460.84, loss_d 1.43, loss 7.01, |
| | epoch 3 | 300/ 12000 batches | rec 0.43, adv 0.69, |lvar| 1469.86, loss_d 1.40, loss 7.29, |
| | epoch 3 | 400/ 12000 batches | rec 0.14, adv 0.70, |lvar| 1530.96, loss_d 1.39, loss 7.16, |
| | epoch 3 | 500/ 12000 batches | rec 0.55, adv 0.69, |lvar| 1452.54, loss_d 1.41, loss 7.42, |
| | epoch 3 | 600/ 12000 batches | rec 0.14, adv 0.69, |lvar| 1599.86, loss_d 1.41, loss 7.05, |
| | epoch 3 | 700/ 12000 batches | rec 0.13, adv 0.69, |lvar| 1625.24, loss_d 1.41, loss 7.06, |
| | epoch 3 | 800/ 12000 batches | rec 0.35, adv 0.68, |lvar| 1461.21, loss_d 1.41, loss 7.14, |
| | epoch 3 | 900/ 12000 batches | rec 0.14, adv 0.69, |lvar| 1501.02, loss_d 1.41, loss 7.06, |
| | epoch 3 | 1000/ 12000 batches | rec 0.45, adv 0.69, |lvar| 1538.33, loss_d 1.39, loss 7.33, |
| | epoch 3 | 1100/ 12000 batches | rec 0.27, adv 0.70, |lvar| 1557.62, loss_d 1.40, loss 7.24, |
| | epoch 3 | 1200/ 12000 batches | rec 0.33, adv 0.69, |lvar| 1393.20, loss_d 1.42, loss 7.19, |
| | epoch 3 | 1300/ 12000 batches | rec 0.28, adv 0.69, |lvar| 1452.42, loss_d 1.40, loss 7.19, |
| | epoch 3 | 1400/ 12000 batches | rec 0.76, adv 0.69, |lvar| 1413.74, loss_d 1.40, loss 7.64, |
| | epoch 3 | 1500/ 12000 batches | rec 0.69, adv 0.69, |lvar| 1471.55, loss_d 1.40, loss 7.62, |
| | epoch 3 | 1600/ 12000 batches | rec 0.18, adv 0.70, |lvar| 1491.89, loss_d 1.37, loss 7.21, |
| | epoch 3 | 1700/ 12000 batches | rec 0.25, adv 0.70, |lvar| 1426.53, loss_d 1.40, loss 7.22, |
| | epoch 3 | 1800/ 12000 batches | rec 0.91, adv 0.71, |lvar| 1421.25, loss_d 1.39, loss 7.96, |
| | epoch 3 | 1900/ 12000 batches | rec 0.38, adv 0.70, |lvar| 1453.72, loss_d 1.38, loss 7.37, |
| | epoch 3 | 2000/ 12000 batches | rec 0.37, adv 0.71, |lvar| 1500.42, loss_d 1.42, loss 7.42, |
| | epoch 3 | 2100/ 12000 batches | rec 0.33, adv 0.67, |lvar| 1571.49, loss_d 1.42, loss 7.04, |
| | epoch 3 | 2200/ 12000 batches | rec 0.16, adv 0.70, |lvar| 1401.61, loss_d 1.40, loss 7.14, |
| | epoch 3 | 2300/ 12000 batches | rec 0.27, adv 0.69, |lvar| 1422.16, loss_d 1.42, loss 7.21, |
| | epoch 3 | 2400/ 12000 batches | rec 0.22, adv 0.68, |lvar| 1289.77, loss_d 1.42, loss 6.98, |
| | epoch 3 | 2500/ 12000 batches | rec 0.26, adv 0.68, |lvar| 1350.75, loss_d 1.44, loss 7.10, |
| | epoch 3 | 2600/ 12000 batches | rec 0.93, adv 0.68, |lvar| 1253.76, loss_d 1.40, loss 7.76, |
| | epoch 3 | 2700/ 12000 batches | rec 0.36, adv 0.70, |lvar| 1238.63, loss_d 1.40, loss 7.41, |
| | epoch 3 | 2800/ 12000 batches | rec 0.94, adv 0.71, |lvar| 1403.05, loss_d 1.42, loss 8.01, |
| | epoch 3 | 2900/ 12000 batches | rec 0.39, adv 0.69, |lvar| 1313.04, loss_d 1.38, loss 7.33, |
| | epoch 3 | 3000/ 12000 batches | rec 0.48, adv 0.69, |lvar| 1289.97, loss_d 1.41, loss 7.39, |
| | epoch 3 | 3100/ 12000 batches | rec 0.38, adv 0.68, |lvar| 1431.98, loss_d 1.43, loss 7.19, |
| | epoch 3 | 3200/ 12000 batches | rec 0.25, adv 0.68, |lvar| 1529.08, loss_d 1.44, loss 7.08, |
| | epoch 3 | 3300/ 12000 batches | rec 0.62, adv 0.68, |lvar| 1357.27, loss_d 1.41, loss 7.45, |
| | epoch 3 | 3400/ 12000 batches | rec 0.24, adv 0.68, |lvar| 1476.63, loss_d 1.44, loss 7.04, |
| | epoch 3 | 3500/ 12000 batches | rec 0.23, adv 0.69, |lvar| 1268.94, loss_d 1.42, loss 7.10, |
| | epoch 3 | 3600/ 12000 batches | rec 0.61, adv 0.68, |lvar| 1492.11, loss_d 1.40, loss 7.43, |
| | epoch 3 | 3700/ 12000 batches | rec 0.17, adv 0.69, |lvar| 1477.78, loss_d 1.43, loss 7.10, |
| | epoch 3 | 3800/ 12000 batches | rec 0.30, adv 0.68, |lvar| 1403.90, loss_d 1.42, loss 7.12, |
| | epoch 3 | 3900/ 12000 batches | rec 0.12, adv 0.69, |lvar| 1469.02, loss_d 1.42, loss 7.02, |
| | epoch 3 | 4000/ 12000 batches | rec 0.10, adv 0.68, |lvar| 1424.00, loss_d 1.43, loss 6.94, |
| | epoch 3 | 4100/ 12000 batches | rec 0.18, adv 0.69, |lvar| 1355.31, loss_d 1.41, loss 7.06, |
| | epoch 3 | 4200/ 12000 batches | rec 0.65, adv 0.70, |lvar| 1891.49, loss_d 1.40, loss 7.60, |
| | epoch 3 | 4300/ 12000 batches | rec 0.91, adv 0.71, |lvar| 2057.94, loss_d 1.37, loss 8.04, |
| | epoch 3 | 4400/ 12000 batches | rec 1.11, adv 0.72, |lvar| 1827.84, loss_d 1.34, loss 8.29, |
| | epoch 3 | 4500/ 12000 batches | rec 1.38, adv 0.74, |lvar| 1786.00, loss_d 1.34, loss 8.77, |
| | epoch 3 | 4600/ 12000 batches | rec 0.82, adv 0.73, |lvar| 1656.39, loss_d 1.30, loss 8.13, |
| | epoch 3 | 4700/ 12000 batches | rec 0.77, adv 0.74, |lvar| 1764.30, loss_d 1.34, loss 8.19, |
| | epoch 3 | 4800/ 12000 batches | rec 0.43, adv 0.69, |lvar| 1571.84, loss_d 1.47, loss 7.37, |
| | epoch 3 | 4900/ 12000 batches | rec 0.79, adv 0.66, |lvar| 1487.98, loss_d 1.48, loss 7.40, |
| | epoch 3 | 5000/ 12000 batches | rec 0.52, adv 0.69, |lvar| 1428.98, loss_d 1.44, loss 7.40, |
| | epoch 3 | 5100/ 12000 batches | rec 0.23, adv 0.68, |lvar| 1659.34, loss_d 1.43, loss 7.07, |
| | epoch 3 | 5200/ 12000 batches | rec 0.36, adv 0.68, |lvar| 1478.95, loss_d 1.44, loss 7.18, |
| | epoch 3 | 5300/ 12000 batches | rec 0.31, adv 0.69, |lvar| 1306.91, loss_d 1.46, loss 7.24, |
| | epoch 3 | 5400/ 12000 batches | rec 0.27, adv 0.69, |lvar| 1502.09, loss_d 1.42, loss 7.15, |
| | epoch 3 | 5500/ 12000 batches | rec 0.28, adv 0.69, |lvar| 1544.41, loss_d 1.44, loss 7.15, |
| | epoch 3 | 5600/ 12000 batches | rec 0.21, adv 0.69, |lvar| 1491.74, loss_d 1.44, loss 7.15, |
| | epoch 3 | 5700/ 12000 batches | rec 0.30, adv 0.69, |lvar| 1406.46, loss_d 1.40, loss 7.22, |
| | epoch 3 | 5800/ 12000 batches | rec 0.35, adv 0.70, |lvar| 1370.45, loss_d 1.40, loss 7.31, |
| | epoch 3 | 5900/ 12000 batches | rec 0.94, adv 0.70, |lvar| 1360.22, loss_d 1.41, loss 7.94, |
| | epoch 3 | 6000/ 12000 batches | rec 0.15, adv 0.69, |lvar| 1467.92, loss_d 1.38, loss 7.06, |
| | epoch 3 | 6100/ 12000 batches | rec 0.27, adv 0.70, |lvar| 1590.09, loss_d 1.41, loss 7.30, |
| | epoch 3 | 6200/ 12000 batches | rec 0.71, adv 0.70, |lvar| 1976.67, loss_d 1.39, loss 7.75, |
| | epoch 3 | 6300/ 12000 batches | rec 0.53, adv 0.70, |lvar| 1536.08, loss_d 1.44, loss 7.49, |
| | epoch 3 | 6400/ 12000 batches | rec 0.13, adv 0.69, |lvar| 1451.43, loss_d 1.41, loss 7.02, |
| | epoch 3 | 6500/ 12000 batches | rec 0.19, adv 0.68, |lvar| 1430.87, loss_d 1.42, loss 7.02, |
| | epoch 3 | 6600/ 12000 batches | rec 0.13, adv 0.68, |lvar| 1509.67, loss_d 1.43, loss 6.97, |
| | epoch 3 | 6700/ 12000 batches | rec 0.45, adv 0.68, |lvar| 1335.81, loss_d 1.42, loss 7.29, |
| | epoch 3 | 6800/ 12000 batches | rec 0.45, adv 0.68, |lvar| 1482.70, loss_d 1.39, loss 7.29, |
| | epoch 3 | 6900/ 12000 batches | rec 0.32, adv 0.72, |lvar| 1475.53, loss_d 1.39, loss 7.51, |
| | epoch 3 | 7000/ 12000 batches | rec 0.13, adv 0.69, |lvar| 1460.78, loss_d 1.41, loss 7.02, |
| | epoch 3 | 7100/ 12000 batches | rec 0.31, adv 0.71, |lvar| 1479.56, loss_d 1.41, loss 7.36, |
| | epoch 3 | 7200/ 12000 batches | rec 0.33, adv 0.69, |lvar| 1386.30, loss_d 1.43, loss 7.21, |
| | epoch 3 | 7300/ 12000 batches | rec 0.23, adv 0.68, |lvar| 1444.84, loss_d 1.42, loss 7.05, |
| | epoch 3 | 7400/ 12000 batches | rec 0.79, adv 0.69, |lvar| 1430.80, loss_d 1.42, loss 7.71, |
| | epoch 3 | 7500/ 12000 batches | rec 0.31, adv 0.70, |lvar| 1395.89, loss_d 1.40, loss 7.30, |
| | epoch 3 | 7600/ 12000 batches | rec 0.21, adv 0.69, |lvar| 1534.59, loss_d 1.41, loss 7.07, |
| | epoch 3 | 7700/ 12000 batches | rec 0.14, adv 0.68, |lvar| 1556.62, loss_d 1.42, loss 6.97, |
| | epoch 3 | 7800/ 12000 batches | rec 0.30, adv 0.68, |lvar| 1504.86, loss_d 1.42, loss 7.10, |
| | epoch 3 | 7900/ 12000 batches | rec 0.25, adv 0.70, |lvar| 1479.32, loss_d 1.42, loss 7.26, |
| | epoch 3 | 8000/ 12000 batches | rec 0.73, adv 0.71, |lvar| 1515.08, loss_d 1.37, loss 7.79, |
| | epoch 3 | 8100/ 12000 batches | rec 0.49, adv 0.71, |lvar| 1523.83, loss_d 1.38, loss 7.55, |
| | epoch 3 | 8200/ 12000 batches | rec 0.23, adv 0.69, |lvar| 1428.92, loss_d 1.41, loss 7.10, |
| | epoch 3 | 8300/ 12000 batches | rec 0.35, adv 0.69, |lvar| 1329.68, loss_d 1.42, loss 7.27, |
| | epoch 3 | 8400/ 12000 batches | rec 0.29, adv 0.69, |lvar| 1397.70, loss_d 1.43, loss 7.21, |
| | epoch 3 | 8500/ 12000 batches | rec 0.15, adv 0.68, |lvar| 1354.83, loss_d 1.43, loss 6.98, |
| | epoch 3 | 8600/ 12000 batches | rec 0.63, adv 0.71, |lvar| 1448.17, loss_d 1.37, loss 7.70, |
| | epoch 3 | 8700/ 12000 batches | rec 0.42, adv 0.71, |lvar| 1541.56, loss_d 1.40, loss 7.47, |
| | epoch 3 | 8800/ 12000 batches | rec 0.13, adv 0.68, |lvar| 1456.64, loss_d 1.42, loss 6.97, |
| | epoch 3 | 8900/ 12000 batches | rec 0.26, adv 0.70, |lvar| 1374.41, loss_d 1.42, loss 7.21, |
| | epoch 3 | 9000/ 12000 batches | rec 0.34, adv 0.69, |lvar| 1365.34, loss_d 1.42, loss 7.22, |
| | epoch 3 | 9100/ 12000 batches | rec 0.57, adv 0.70, |lvar| 1365.71, loss_d 1.40, loss 7.58, |
| | epoch 3 | 9200/ 12000 batches | rec 0.28, adv 0.69, |lvar| 1459.98, loss_d 1.40, loss 7.16, |
| | epoch 3 | 9300/ 12000 batches | rec 0.16, adv 0.70, |lvar| 1331.02, loss_d 1.43, loss 7.15, |
| | epoch 3 | 9400/ 12000 batches | rec 0.80, adv 0.69, |lvar| 1241.51, loss_d 1.39, loss 7.68, |
| | epoch 3 | 9500/ 12000 batches | rec 0.23, adv 0.69, |lvar| 1317.81, loss_d 1.39, loss 7.17, |
| | epoch 3 | 9600/ 12000 batches | rec 0.59, adv 0.69, |lvar| 1321.98, loss_d 1.41, loss 7.49, |
| | epoch 3 | 9700/ 12000 batches | rec 0.31, adv 0.70, |lvar| 1416.95, loss_d 1.42, loss 7.27, |
| | epoch 3 | 9800/ 12000 batches | rec 0.13, adv 0.68, |lvar| 1226.02, loss_d 1.40, loss 6.97, |
| | epoch 3 | 9900/ 12000 batches | rec 0.71, adv 0.69, |lvar| 1435.11, loss_d 1.38, loss 7.60, |
| | epoch 3 | 10000/ 12000 batches | rec 0.27, adv 0.70, |lvar| 1499.17, loss_d 1.41, loss 7.23, |
| | epoch 3 | 10100/ 12000 batches | rec 0.35, adv 0.69, |lvar| 1603.43, loss_d 1.44, loss 7.28, |
| | epoch 3 | 10200/ 12000 batches | rec 0.24, adv 0.70, |lvar| 1366.49, loss_d 1.42, loss 7.19, |
| | epoch 3 | 10300/ 12000 batches | rec 0.36, adv 0.69, |lvar| 1362.20, loss_d 1.41, loss 7.29, |
| | epoch 3 | 10400/ 12000 batches | rec 0.11, adv 0.69, |lvar| 1450.89, loss_d 1.41, loss 7.02, |
| | epoch 3 | 10500/ 12000 batches | rec 0.31, adv 0.70, |lvar| 1453.94, loss_d 1.40, loss 7.29, |
| | epoch 3 | 10600/ 12000 batches | rec 0.70, adv 0.69, |lvar| 1467.36, loss_d 1.41, loss 7.64, |
| | epoch 3 | 10700/ 12000 batches | rec 0.26, adv 0.69, |lvar| 1513.27, loss_d 1.40, loss 7.12, |
| | epoch 3 | 10800/ 12000 batches | rec 0.23, adv 0.69, |lvar| 1411.11, loss_d 1.42, loss 7.14, |
| | epoch 3 | 10900/ 12000 batches | rec 0.16, adv 0.69, |lvar| 1451.72, loss_d 1.41, loss 7.05, |
| | epoch 3 | 11000/ 12000 batches | rec 0.24, adv 0.70, |lvar| 1443.12, loss_d 1.42, loss 7.25, |
| | epoch 3 | 11100/ 12000 batches | rec 0.33, adv 0.69, |lvar| 1380.63, loss_d 1.42, loss 7.28, |
| | epoch 3 | 11200/ 12000 batches | rec 0.54, adv 0.70, |lvar| 1510.37, loss_d 1.39, loss 7.56, |
| | epoch 3 | 11300/ 12000 batches | rec 0.25, adv 0.69, |lvar| 1504.03, loss_d 1.41, loss 7.20, |
| | epoch 3 | 11400/ 12000 batches | rec 0.22, adv 0.68, |lvar| 1531.28, loss_d 1.42, loss 7.01, |
| | epoch 3 | 11500/ 12000 batches | rec 0.11, adv 0.69, |lvar| 1479.42, loss_d 1.42, loss 6.98, |
| | epoch 3 | 11600/ 12000 batches | rec 0.28, adv 0.70, |lvar| 1519.64, loss_d 1.40, loss 7.23, |
| | epoch 3 | 11700/ 12000 batches | rec 0.10, adv 0.69, |lvar| 1845.27, loss_d 1.42, loss 7.01, |
| | epoch 3 | 11800/ 12000 batches | rec 0.23, adv 0.69, |lvar| 1501.65, loss_d 1.42, loss 7.14, |
| | epoch 3 | 11900/ 12000 batches | rec 0.91, adv 0.69, |lvar| 1515.88, loss_d 1.40, loss 7.77, |
| | epoch 3 | 12000/ 12000 batches | rec 0.24, adv 0.71, |lvar| 1812.48, loss_d 1.41, loss 7.30, |
| -------------------------------------------------------------------------------- |
| | end of epoch 3| time 94182s| valid rec 0.04, adv 0.71, |lvar| 1498.10, loss_d 1.36, loss 7.16, |
| -------------------------------------------------------------------------------- |
| | epoch 4 | 100/ 12000 batches | rec 0.29, adv 0.69, |lvar| 1538.11, loss_d 1.42, loss 7.22, |
| | epoch 4 | 200/ 12000 batches | rec 0.18, adv 0.70, |lvar| 1504.62, loss_d 1.39, loss 7.17, |
| | epoch 4 | 300/ 12000 batches | rec 0.21, adv 0.69, |lvar| 1505.70, loss_d 1.41, loss 7.08, |
| | epoch 4 | 400/ 12000 batches | rec 0.17, adv 0.69, |lvar| 1490.08, loss_d 1.42, loss 7.10, |
| | epoch 4 | 500/ 12000 batches | rec 0.27, adv 0.69, |lvar| 1538.68, loss_d 1.42, loss 7.18, |
| | epoch 4 | 600/ 12000 batches | rec 0.70, adv 0.69, |lvar| 1515.49, loss_d 1.40, loss 7.63, |
| | epoch 4 | 700/ 12000 batches | rec 0.17, adv 0.70, |lvar| 1373.91, loss_d 1.41, loss 7.17, |
| | epoch 4 | 800/ 12000 batches | rec 0.16, adv 0.68, |lvar| 1521.88, loss_d 1.40, loss 6.93, |
| | epoch 4 | 900/ 12000 batches | rec 0.42, adv 0.69, |lvar| 1348.28, loss_d 1.41, loss 7.36, |
| | epoch 4 | 1000/ 12000 batches | rec 0.16, adv 0.69, |lvar| 1433.37, loss_d 1.41, loss 7.05, |
| | epoch 4 | 1100/ 12000 batches | rec 0.17, adv 0.69, |lvar| 1605.36, loss_d 1.42, loss 7.11, |
| | epoch 4 | 1200/ 12000 batches | rec 0.18, adv 0.69, |lvar| 1465.03, loss_d 1.42, loss 7.07, |
| | epoch 4 | 1300/ 12000 batches | rec 0.08, adv 0.69, |lvar| 1503.98, loss_d 1.41, loss 6.94, |
| | epoch 4 | 1400/ 12000 batches | rec 0.23, adv 0.70, |lvar| 1375.74, loss_d 1.42, loss 7.19, |
| | epoch 4 | 1500/ 12000 batches | rec 0.40, adv 0.68, |lvar| 1306.64, loss_d 1.42, loss 7.22, |
| | epoch 4 | 1600/ 12000 batches | rec 0.41, adv 0.70, |lvar| 1338.78, loss_d 1.39, loss 7.42, |
| | epoch 4 | 1700/ 12000 batches | rec 0.17, adv 0.69, |lvar| 1635.79, loss_d 1.41, loss 7.09, |
| | epoch 4 | 1800/ 12000 batches | rec 0.30, adv 0.68, |lvar| 1434.54, loss_d 1.41, loss 7.15, |
| | epoch 4 | 1900/ 12000 batches | rec 0.11, adv 0.69, |lvar| 1516.54, loss_d 1.42, loss 6.96, |
| | epoch 4 | 2000/ 12000 batches | rec 0.08, adv 0.68, |lvar| 1488.14, loss_d 1.43, loss 6.90, |
| | epoch 4 | 2100/ 12000 batches | rec 0.21, adv 0.69, |lvar| 1432.94, loss_d 1.42, loss 7.15, |
| | epoch 4 | 2200/ 12000 batches | rec 0.11, adv 0.69, |lvar| 1259.52, loss_d 1.42, loss 6.97, |
| | epoch 4 | 2300/ 12000 batches | rec 0.25, adv 0.69, |lvar| 1404.76, loss_d 1.42, loss 7.16, |
| | epoch 4 | 2400/ 12000 batches | rec 0.08, adv 0.68, |lvar| 1466.30, loss_d 1.40, loss 6.91, |
| | epoch 4 | 2500/ 12000 batches | rec 0.22, adv 0.70, |lvar| 1302.35, loss_d 1.41, loss 7.25, |
| | epoch 4 | 2600/ 12000 batches | rec 0.21, adv 0.69, |lvar| 1358.69, loss_d 1.41, loss 7.09, |
| | epoch 4 | 2700/ 12000 batches | rec 0.58, adv 0.68, |lvar| 1304.52, loss_d 1.40, loss 7.39, |
| | epoch 4 | 2800/ 12000 batches | rec 0.31, adv 0.69, |lvar| 1392.76, loss_d 1.40, loss 7.20, |
| | epoch 4 | 2900/ 12000 batches | rec 0.15, adv 0.69, |lvar| 1388.49, loss_d 1.39, loss 7.03, |
| | epoch 4 | 3000/ 12000 batches | rec 0.25, adv 0.70, |lvar| 1472.67, loss_d 1.41, loss 7.22, |
| | epoch 4 | 3100/ 12000 batches | rec 0.24, adv 0.69, |lvar| 1667.21, loss_d 1.41, loss 7.09, |
| | epoch 4 | 3200/ 12000 batches | rec 0.31, adv 0.69, |lvar| 1348.34, loss_d 1.40, loss 7.20, |
| | epoch 4 | 3300/ 12000 batches | rec 0.39, adv 0.70, |lvar| 1332.13, loss_d 1.40, loss 7.35, |
| | epoch 4 | 3400/ 12000 batches | rec 0.25, adv 0.69, |lvar| 1459.64, loss_d 1.41, loss 7.16, |
| | epoch 4 | 3500/ 12000 batches | rec 0.14, adv 0.69, |lvar| 1394.17, loss_d 1.43, loss 7.03, |
| | epoch 4 | 3600/ 12000 batches | rec 0.14, adv 0.68, |lvar| 1329.91, loss_d 1.43, loss 6.94, |
| | epoch 4 | 3700/ 12000 batches | rec 0.15, adv 0.69, |lvar| 1418.69, loss_d 1.41, loss 7.04, |
| | epoch 4 | 3800/ 12000 batches | rec 0.11, adv 0.68, |lvar| 1511.01, loss_d 1.41, loss 6.93, |
| | epoch 4 | 3900/ 12000 batches | rec 0.38, adv 0.69, |lvar| 1557.25, loss_d 1.42, loss 7.29, |
| | epoch 4 | 4000/ 12000 batches | rec 0.18, adv 0.69, |lvar| 1609.11, loss_d 1.40, loss 7.04, |
| | epoch 4 | 4100/ 12000 batches | rec 0.39, adv 0.69, |lvar| 1589.49, loss_d 1.41, loss 7.29, |
| | epoch 4 | 4200/ 12000 batches | rec 0.11, adv 0.69, |lvar| 1615.35, loss_d 1.40, loss 6.97, |
| | epoch 4 | 4300/ 12000 batches | rec 0.22, adv 0.70, |lvar| 1463.89, loss_d 1.41, loss 7.20, |
| | epoch 4 | 4400/ 12000 batches | rec 0.22, adv 0.69, |lvar| 1448.27, loss_d 1.42, loss 7.07, |
| | epoch 4 | 4500/ 12000 batches | rec 0.19, adv 0.69, |lvar| 1450.87, loss_d 1.41, loss 7.07, |
| | epoch 4 | 4600/ 12000 batches | rec 0.33, adv 0.69, |lvar| 1399.14, loss_d 1.41, loss 7.26, |
| | epoch 4 | 4700/ 12000 batches | rec 0.17, adv 0.69, |lvar| 1333.81, loss_d 1.40, loss 7.05, |
| | epoch 4 | 4800/ 12000 batches | rec 0.18, adv 0.69, |lvar| 1513.53, loss_d 1.41, loss 7.04, |
| | epoch 4 | 4900/ 12000 batches | rec 0.13, adv 0.69, |lvar| 1362.09, loss_d 1.41, loss 6.99, |
| | epoch 4 | 5000/ 12000 batches | rec 0.62, adv 0.69, |lvar| 1409.93, loss_d 1.40, loss 7.55, |
| | epoch 4 | 5100/ 12000 batches | rec 0.16, adv 0.69, |lvar| 1395.79, loss_d 1.40, loss 7.03, |
| | epoch 4 | 5200/ 12000 batches | rec 0.34, adv 0.70, |lvar| 1388.85, loss_d 1.42, loss 7.36, |
| | epoch 4 | 5300/ 12000 batches | rec 0.31, adv 0.69, |lvar| 1341.01, loss_d 1.41, loss 7.22, |
| | epoch 4 | 5400/ 12000 batches | rec 0.18, adv 0.70, |lvar| 1379.85, loss_d 1.40, loss 7.22, |
| | epoch 4 | 5500/ 12000 batches | rec 0.15, adv 0.68, |lvar| 1515.75, loss_d 1.43, loss 6.92, |
| | epoch 4 | 5600/ 12000 batches | rec 0.15, adv 0.69, |lvar| 1497.65, loss_d 1.41, loss 7.02, |
| | epoch 4 | 5700/ 12000 batches | rec 0.42, adv 0.69, |lvar| 1414.66, loss_d 1.41, loss 7.29, |
| | epoch 4 | 5800/ 12000 batches | rec 0.58, adv 0.69, |lvar| 1326.42, loss_d 1.41, loss 7.52, |
| | epoch 4 | 5900/ 12000 batches | rec 0.19, adv 0.69, |lvar| 1485.52, loss_d 1.40, loss 7.07, |
| | epoch 4 | 6000/ 12000 batches | rec 0.17, adv 0.70, |lvar| 1540.82, loss_d 1.39, loss 7.13, |
| | epoch 4 | 6100/ 12000 batches | rec 0.24, adv 0.69, |lvar| 1401.67, loss_d 1.41, loss 7.18, |
| | epoch 4 | 6200/ 12000 batches | rec 0.25, adv 0.69, |lvar| 1405.28, loss_d 1.42, loss 7.13, |
| | epoch 4 | 6300/ 12000 batches | rec 0.19, adv 0.69, |lvar| 1420.93, loss_d 1.42, loss 7.05, |
| | epoch 4 | 6400/ 12000 batches | rec 0.19, adv 0.69, |lvar| 1353.22, loss_d 1.42, loss 7.05, |
| | epoch 4 | 6500/ 12000 batches | rec 0.35, adv 0.70, |lvar| 1476.24, loss_d 1.41, loss 7.36, |
| | epoch 4 | 6600/ 12000 batches | rec 0.10, adv 0.69, |lvar| 1546.74, loss_d 1.40, loss 7.04, |
| | epoch 4 | 6700/ 12000 batches | rec 0.24, adv 0.69, |lvar| 1568.98, loss_d 1.42, loss 7.17, |
| | epoch 4 | 6800/ 12000 batches | rec 0.12, adv 0.69, |lvar| 1541.69, loss_d 1.41, loss 6.98, |
| | epoch 4 | 6900/ 12000 batches | rec 0.40, adv 0.69, |lvar| 1542.09, loss_d 1.41, loss 7.33, |
| | epoch 4 | 7000/ 12000 batches | rec 0.18, adv 0.69, |lvar| 1409.12, loss_d 1.39, loss 7.07, |
| | epoch 4 | 7100/ 12000 batches | rec 0.19, adv 0.69, |lvar| 1358.84, loss_d 1.42, loss 7.05, |
| | epoch 4 | 7200/ 12000 batches | rec 0.46, adv 0.70, |lvar| 1503.83, loss_d 1.40, loss 7.43, |
| | epoch 4 | 7300/ 12000 batches | rec 0.19, adv 0.68, |lvar| 1424.11, loss_d 1.41, loss 7.02, |
| | epoch 4 | 7400/ 12000 batches | rec 0.24, adv 0.69, |lvar| 1414.15, loss_d 1.41, loss 7.19, |
| | epoch 4 | 7500/ 12000 batches | rec 0.12, adv 0.69, |lvar| 1459.80, loss_d 1.41, loss 7.03, |
| | epoch 4 | 7600/ 12000 batches | rec 0.15, adv 0.69, |lvar| 1426.03, loss_d 1.42, loss 7.07, |
| | epoch 4 | 7700/ 12000 batches | rec 0.17, adv 0.69, |lvar| 1403.12, loss_d 1.42, loss 7.02, |
| | epoch 4 | 7800/ 12000 batches | rec 0.13, adv 0.69, |lvar| 1312.59, loss_d 1.40, loss 7.00, |
| | epoch 4 | 7900/ 12000 batches | rec 0.45, adv 0.70, |lvar| 1494.56, loss_d 1.39, loss 7.42, |
| | epoch 4 | 8000/ 12000 batches | rec 0.42, adv 0.69, |lvar| 1337.15, loss_d 1.39, loss 7.35, |
| | epoch 4 | 8100/ 12000 batches | rec 0.09, adv 0.69, |lvar| 1457.91, loss_d 1.40, loss 7.04, |
| | epoch 4 | 8200/ 12000 batches | rec 0.23, adv 0.68, |lvar| 1391.23, loss_d 1.41, loss 7.04, |
| | epoch 4 | 8300/ 12000 batches | rec 0.20, adv 0.70, |lvar| 1627.60, loss_d 1.42, loss 7.20, |
| | epoch 4 | 8400/ 12000 batches | rec 0.15, adv 0.68, |lvar| 1423.68, loss_d 1.41, loss 6.96, |
| | epoch 4 | 8500/ 12000 batches | rec 0.15, adv 0.69, |lvar| 1408.80, loss_d 1.43, loss 7.07, |
| | epoch 4 | 8600/ 12000 batches | rec 0.18, adv 0.69, |lvar| 1545.76, loss_d 1.42, loss 7.06, |
| | epoch 4 | 8700/ 12000 batches | rec 0.08, adv 0.69, |lvar| 1522.69, loss_d 1.41, loss 6.96, |
| | epoch 4 | 8800/ 12000 batches | rec 0.11, adv 0.68, |lvar| 1522.90, loss_d 1.42, loss 6.94, |
| | epoch 4 | 8900/ 12000 batches | rec 0.06, adv 0.69, |lvar| 1534.02, loss_d 1.41, loss 6.97, |
| | epoch 4 | 9000/ 12000 batches | rec 0.26, adv 0.69, |lvar| 1434.81, loss_d 1.41, loss 7.18, |
| | epoch 4 | 9100/ 12000 batches | rec 0.34, adv 0.69, |lvar| 1321.17, loss_d 1.39, loss 7.21, |
| | epoch 4 | 9200/ 12000 batches | rec 0.10, adv 0.70, |lvar| 1433.22, loss_d 1.41, loss 7.07, |
| | epoch 4 | 9300/ 12000 batches | rec 1.35, adv 0.70, |lvar| 1409.95, loss_d 1.37, loss 8.31, |
| | epoch 4 | 9400/ 12000 batches | rec 0.25, adv 0.70, |lvar| 1472.46, loss_d 1.38, loss 7.25, |
| | epoch 4 | 9500/ 12000 batches | rec 0.15, adv 0.69, |lvar| 1383.00, loss_d 1.42, loss 7.05, |
| | epoch 4 | 9600/ 12000 batches | rec 0.14, adv 0.69, |lvar| 1403.53, loss_d 1.43, loss 7.02, |
| | epoch 4 | 9700/ 12000 batches | rec 0.15, adv 0.69, |lvar| 1291.81, loss_d 1.43, loss 7.04, |
| | epoch 4 | 9800/ 12000 batches | rec 0.16, adv 0.68, |lvar| 1527.10, loss_d 1.42, loss 6.99, |
| | epoch 4 | 9900/ 12000 batches | rec 0.16, adv 0.69, |lvar| 1467.65, loss_d 1.42, loss 7.11, |
| | epoch 4 | 10000/ 12000 batches | rec 0.18, adv 0.69, |lvar| 1389.78, loss_d 1.41, loss 7.04, |
| | epoch 4 | 10100/ 12000 batches | rec 0.19, adv 0.69, |lvar| 1406.61, loss_d 1.41, loss 7.12, |
| | epoch 4 | 10200/ 12000 batches | rec 0.11, adv 0.69, |lvar| 1480.53, loss_d 1.41, loss 6.98, |
| | epoch 4 | 10300/ 12000 batches | rec 0.07, adv 0.69, |lvar| 1590.11, loss_d 1.41, loss 6.95, |
| | epoch 4 | 10400/ 12000 batches | rec 0.18, adv 0.68, |lvar| 1699.71, loss_d 1.42, loss 7.01, |
| | epoch 4 | 10500/ 12000 batches | rec 0.23, adv 0.69, |lvar| 1500.57, loss_d 1.40, loss 7.13, |
| | epoch 4 | 10600/ 12000 batches | rec 0.12, adv 0.69, |lvar| 1606.53, loss_d 1.41, loss 7.06, |
| | epoch 4 | 10700/ 12000 batches | rec 0.99, adv 0.70, |lvar| 1401.92, loss_d 1.37, loss 7.95, |
| | epoch 4 | 10800/ 12000 batches | rec 0.12, adv 0.69, |lvar| 1479.75, loss_d 1.40, loss 6.99, |
| | epoch 4 | 10900/ 12000 batches | rec 0.26, adv 0.69, |lvar| 1565.27, loss_d 1.41, loss 7.15, |
| | epoch 4 | 11000/ 12000 batches | rec 0.31, adv 0.69, |lvar| 1411.87, loss_d 1.42, loss 7.19, |
| | epoch 4 | 11100/ 12000 batches | rec 0.25, adv 0.69, |lvar| 1502.48, loss_d 1.41, loss 7.15, |
| | epoch 4 | 11200/ 12000 batches | rec 0.40, adv 0.70, |lvar| 1457.98, loss_d 1.39, loss 7.42, |
| | epoch 4 | 11300/ 12000 batches | rec 0.19, adv 0.69, |lvar| 1582.41, loss_d 1.40, loss 7.11, |
| | epoch 4 | 11400/ 12000 batches | rec 0.22, adv 0.69, |lvar| 1697.66, loss_d 1.42, loss 7.09, |
| | epoch 4 | 11500/ 12000 batches | rec 0.10, adv 0.69, |lvar| 1557.87, loss_d 1.43, loss 6.98, |
| | epoch 4 | 11600/ 12000 batches | rec 0.24, adv 0.69, |lvar| 1698.55, loss_d 1.42, loss 7.14, |
| | epoch 4 | 11700/ 12000 batches | rec 0.06, adv 0.68, |lvar| 1551.64, loss_d 1.42, loss 6.84, |
| | epoch 4 | 11800/ 12000 batches | rec 0.11, adv 0.69, |lvar| 1575.75, loss_d 1.42, loss 7.04, |
| | epoch 4 | 11900/ 12000 batches | rec 0.46, adv 0.68, |lvar| 1420.34, loss_d 1.41, loss 7.25, |
| | epoch 4 | 12000/ 12000 batches | rec 0.06, adv 0.69, |lvar| 1419.60, loss_d 1.41, loss 6.96, |
| -------------------------------------------------------------------------------- |
| | end of epoch 4| time 94316s| valid rec 0.01, adv 0.70, |lvar| 1279.43, loss_d 1.40, loss 7.03, |
| -------------------------------------------------------------------------------- |
| | epoch 5 | 100/ 12000 batches | rec 0.16, adv 0.68, |lvar| 1381.63, loss_d 1.41, loss 7.01, |
| | epoch 5 | 200/ 12000 batches | rec 0.09, adv 0.69, |lvar| 1368.74, loss_d 1.41, loss 6.97, |
| | epoch 5 | 300/ 12000 batches | rec 0.11, adv 0.69, |lvar| 1398.91, loss_d 1.41, loss 6.99, |
| | epoch 5 | 400/ 12000 batches | rec 0.07, adv 0.69, |lvar| 1419.29, loss_d 1.41, loss 6.93, |
| | epoch 5 | 500/ 12000 batches | rec 0.11, adv 0.68, |lvar| 1383.76, loss_d 1.41, loss 6.96, |
| | epoch 5 | 600/ 12000 batches | rec 0.13, adv 0.69, |lvar| 1451.65, loss_d 1.41, loss 7.01, |
| | epoch 5 | 700/ 12000 batches | rec 0.14, adv 0.69, |lvar| 1570.87, loss_d 1.41, loss 7.01, |
| | epoch 5 | 800/ 12000 batches | rec 0.04, adv 0.68, |lvar| 1478.22, loss_d 1.41, loss 6.88, |
| | epoch 5 | 900/ 12000 batches | rec 0.49, adv 0.69, |lvar| 1486.41, loss_d 1.42, loss 7.35, |
| | epoch 5 | 1000/ 12000 batches | rec 0.09, adv 0.69, |lvar| 1480.37, loss_d 1.39, loss 7.03, |
| | epoch 5 | 1100/ 12000 batches | rec 0.37, adv 0.69, |lvar| 1527.06, loss_d 1.41, loss 7.24, |
| | epoch 5 | 1200/ 12000 batches | rec 0.14, adv 0.68, |lvar| 1534.31, loss_d 1.44, loss 6.91, |
| | epoch 5 | 1300/ 12000 batches | rec 0.63, adv 0.68, |lvar| 1359.68, loss_d 1.40, loss 7.46, |
| | epoch 5 | 1400/ 12000 batches | rec 1.07, adv 0.70, |lvar| 1287.24, loss_d 1.38, loss 8.04, |
| | epoch 5 | 1500/ 12000 batches | rec 0.14, adv 0.70, |lvar| 1425.30, loss_d 1.39, loss 7.12, |
| | epoch 5 | 1600/ 12000 batches | rec 0.19, adv 0.68, |lvar| 1430.70, loss_d 1.41, loss 7.02, |
| | epoch 5 | 1700/ 12000 batches | rec 0.19, adv 0.69, |lvar| 1435.58, loss_d 1.40, loss 7.10, |
| | epoch 5 | 1800/ 12000 batches | rec 0.20, adv 0.69, |lvar| 1583.11, loss_d 1.41, loss 7.10, |
| | epoch 5 | 1900/ 12000 batches | rec 0.15, adv 0.69, |lvar| 1513.93, loss_d 1.41, loss 7.04, |
| | epoch 5 | 2000/ 12000 batches | rec 0.12, adv 0.69, |lvar| 1503.55, loss_d 1.42, loss 6.99, |
| | epoch 5 | 2100/ 12000 batches | rec 0.14, adv 0.69, |lvar| 1492.15, loss_d 1.42, loss 7.05, |
| | epoch 5 | 2200/ 12000 batches | rec 0.10, adv 0.69, |lvar| 1491.10, loss_d 1.42, loss 7.01, |
| | epoch 5 | 2300/ 12000 batches | rec 0.42, adv 0.69, |lvar| 1374.97, loss_d 1.40, loss 7.28, |
| | epoch 5 | 2400/ 12000 batches | rec 0.08, adv 0.69, |lvar| 1601.80, loss_d 1.42, loss 6.93, |
| | epoch 5 | 2500/ 12000 batches | rec 0.37, adv 0.69, |lvar| 1521.24, loss_d 1.40, loss 7.23, |
| | epoch 5 | 2600/ 12000 batches | rec 0.07, adv 0.68, |lvar| 1510.98, loss_d 1.43, loss 6.89, |
| | epoch 5 | 2700/ 12000 batches | rec 0.21, adv 0.68, |lvar| 1487.98, loss_d 1.42, loss 7.04, |
| | epoch 5 | 2800/ 12000 batches | rec 0.08, adv 0.69, |lvar| 1488.89, loss_d 1.42, loss 7.01, |
| | epoch 5 | 2900/ 12000 batches | rec 0.12, adv 0.67, |lvar| 1303.61, loss_d 1.43, loss 6.87, |
| | epoch 5 | 3000/ 12000 batches | rec 0.38, adv 0.69, |lvar| 1372.17, loss_d 1.42, loss 7.27, |
| | epoch 5 | 3100/ 12000 batches | rec 0.19, adv 0.68, |lvar| 1535.45, loss_d 1.42, loss 7.02, |
| | epoch 5 | 3200/ 12000 batches | rec 0.06, adv 0.68, |lvar| 1559.38, loss_d 1.42, loss 6.83, |
| | epoch 5 | 3300/ 12000 batches | rec 0.56, adv 0.69, |lvar| 1526.36, loss_d 1.40, loss 7.43, |
| | epoch 5 | 3400/ 12000 batches | rec 0.45, adv 0.70, |lvar| 1639.99, loss_d 1.36, loss 7.40, |
| | epoch 5 | 3500/ 12000 batches | rec 0.26, adv 0.69, |lvar| 1694.35, loss_d 1.38, loss 7.21, |
| | epoch 5 | 3600/ 12000 batches | rec 0.37, adv 0.69, |lvar| 1440.23, loss_d 1.43, loss 7.31, |
| | epoch 5 | 3700/ 12000 batches | rec 0.12, adv 0.67, |lvar| 1397.32, loss_d 1.45, loss 6.85, |
| | epoch 5 | 3800/ 12000 batches | rec 0.49, adv 0.68, |lvar| 1697.41, loss_d 1.41, loss 7.28, |
| | epoch 5 | 3900/ 12000 batches | rec 0.27, adv 0.68, |lvar| 1880.07, loss_d 1.43, loss 7.10, |
| | epoch 5 | 4000/ 12000 batches | rec 0.23, adv 0.69, |lvar| 1387.23, loss_d 1.41, loss 7.12, |
| | epoch 5 | 4100/ 12000 batches | rec 0.38, adv 0.70, |lvar| 1424.08, loss_d 1.37, loss 7.38, |
| | epoch 5 | 4200/ 12000 batches | rec 0.26, adv 0.70, |lvar| 1543.14, loss_d 1.35, loss 7.29, |
| | epoch 5 | 4300/ 12000 batches | rec 0.83, adv 0.70, |lvar| 1313.63, loss_d 1.41, loss 7.87, |
| | epoch 5 | 4400/ 12000 batches | rec 0.40, adv 0.69, |lvar| 1441.63, loss_d 1.42, loss 7.31, |
| | epoch 5 | 4500/ 12000 batches | rec 0.16, adv 0.68, |lvar| 1384.14, loss_d 1.43, loss 6.96, |
| | epoch 5 | 4600/ 12000 batches | rec 0.44, adv 0.69, |lvar| 1434.38, loss_d 1.42, loss 7.34, |
| | epoch 5 | 4700/ 12000 batches | rec 0.64, adv 0.68, |lvar| 1466.82, loss_d 1.43, loss 7.43, |
| | epoch 5 | 4800/ 12000 batches | rec 0.14, adv 0.69, |lvar| 1622.77, loss_d 1.44, loss 7.00, |
| | epoch 5 | 4900/ 12000 batches | rec 0.14, adv 0.68, |lvar| 1305.11, loss_d 1.45, loss 6.96, |
| | epoch 5 | 5000/ 12000 batches | rec 0.17, adv 0.68, |lvar| 1655.87, loss_d 1.42, loss 6.95, |
| | epoch 5 | 5100/ 12000 batches | rec 0.35, adv 0.68, |lvar| 1621.00, loss_d 1.40, loss 7.19, |
| | epoch 5 | 5200/ 12000 batches | rec 0.10, adv 0.67, |lvar| 1663.31, loss_d 1.45, loss 6.85, |
| | epoch 5 | 5300/ 12000 batches | rec 0.08, adv 0.68, |lvar| 1439.87, loss_d 1.44, loss 6.85, |
| | epoch 5 | 5400/ 12000 batches | rec 0.45, adv 0.68, |lvar| 1332.86, loss_d 1.41, loss 7.27, |
| | epoch 5 | 5500/ 12000 batches | rec 0.09, adv 0.69, |lvar| 1160.63, loss_d 1.40, loss 6.96, |
| | epoch 5 | 5600/ 12000 batches | rec 0.11, adv 0.69, |lvar| 1528.75, loss_d 1.44, loss 6.99, |
| | epoch 5 | 5700/ 12000 batches | rec 0.39, adv 0.68, |lvar| 1462.70, loss_d 1.42, loss 7.21, |
| | epoch 5 | 5800/ 12000 batches | rec 0.07, adv 0.67, |lvar| 1632.67, loss_d 1.42, loss 6.79, |
| | epoch 5 | 5900/ 12000 batches | rec 0.07, adv 0.68, |lvar| 1591.88, loss_d 1.42, loss 6.89, |
| | epoch 5 | 6000/ 12000 batches | rec 0.07, adv 0.68, |lvar| 1569.48, loss_d 1.43, loss 6.83, |
| | epoch 5 | 6100/ 12000 batches | rec 0.20, adv 0.68, |lvar| 1354.41, loss_d 1.40, loss 7.03, |
| | epoch 5 | 6200/ 12000 batches | rec 0.16, adv 0.69, |lvar| 1636.70, loss_d 1.40, loss 7.09, |
| | epoch 5 | 6300/ 12000 batches | rec 0.22, adv 0.69, |lvar| 1567.06, loss_d 1.41, loss 7.09, |
| | epoch 5 | 6400/ 12000 batches | rec 0.67, adv 0.68, |lvar| 1346.90, loss_d 1.41, loss 7.49, |
| | epoch 5 | 6500/ 12000 batches | rec 0.11, adv 0.69, |lvar| 1486.21, loss_d 1.40, loss 7.05, |
| | epoch 5 | 6600/ 12000 batches | rec 0.45, adv 0.68, |lvar| 1593.74, loss_d 1.42, loss 7.22, |
| | epoch 5 | 6700/ 12000 batches | rec 0.36, adv 0.68, |lvar| 1494.20, loss_d 1.43, loss 7.16, |
| | epoch 5 | 6800/ 12000 batches | rec 0.10, adv 0.68, |lvar| 1629.33, loss_d 1.43, loss 6.87, |
| | epoch 5 | 6900/ 12000 batches | rec 0.33, adv 0.67, |lvar| 1452.92, loss_d 1.43, loss 7.05, |
| | epoch 5 | 7000/ 12000 batches | rec 0.08, adv 0.69, |lvar| 1637.00, loss_d 1.40, loss 6.95, |
| | epoch 5 | 7100/ 12000 batches | rec 0.12, adv 0.68, |lvar| 1778.08, loss_d 1.41, loss 6.91, |
| | epoch 5 | 7200/ 12000 batches | rec 0.09, adv 0.68, |lvar| 1683.68, loss_d 1.42, loss 6.92, |
| | epoch 5 | 7300/ 12000 batches | rec 0.34, adv 0.68, |lvar| 1355.84, loss_d 1.42, loss 7.10, |
| | epoch 5 | 7400/ 12000 batches | rec 0.07, adv 0.69, |lvar| 1648.83, loss_d 1.41, loss 7.02, |
| | epoch 5 | 7500/ 12000 batches | rec 0.08, adv 0.69, |lvar| 1401.22, loss_d 1.41, loss 6.94, |
| | epoch 5 | 7600/ 12000 batches | rec 0.18, adv 0.68, |lvar| 1520.39, loss_d 1.40, loss 7.01, |
| | epoch 5 | 7700/ 12000 batches | rec 0.08, adv 0.69, |lvar| 1496.33, loss_d 1.40, loss 6.96, |
| | epoch 5 | 7800/ 12000 batches | rec 0.08, adv 0.68, |lvar| 1536.82, loss_d 1.42, loss 6.88, |
| | epoch 5 | 7900/ 12000 batches | rec 0.38, adv 0.69, |lvar| 1689.30, loss_d 1.40, loss 7.27, |
| | epoch 5 | 8000/ 12000 batches | rec 0.51, adv 0.69, |lvar| 1711.43, loss_d 1.41, loss 7.38, |
| | epoch 5 | 8100/ 12000 batches | rec 0.25, adv 0.68, |lvar| 1469.72, loss_d 1.42, loss 7.03, |
| | epoch 5 | 8200/ 12000 batches | rec 1.34, adv 0.70, |lvar| 1394.73, loss_d 1.38, loss 8.30, |
| | epoch 5 | 8300/ 12000 batches | rec 0.31, adv 0.69, |lvar| 1571.35, loss_d 1.36, loss 7.25, |
| | epoch 5 | 8400/ 12000 batches | rec 0.33, adv 0.70, |lvar| 1521.53, loss_d 1.38, loss 7.31, |
| | epoch 5 | 8500/ 12000 batches | rec 0.90, adv 0.70, |lvar| 1381.13, loss_d 1.41, loss 7.95, |
| | epoch 5 | 8600/ 12000 batches | rec 0.30, adv 0.69, |lvar| 1649.94, loss_d 1.42, loss 7.16, |
| | epoch 5 | 8700/ 12000 batches | rec 0.14, adv 0.69, |lvar| 1269.84, loss_d 1.42, loss 7.00, |
| | epoch 5 | 8800/ 12000 batches | rec 0.13, adv 0.68, |lvar| 1702.11, loss_d 1.45, loss 6.95, |
| | epoch 5 | 8900/ 12000 batches | rec 0.34, adv 0.66, |lvar| 1677.12, loss_d 1.46, loss 6.97, |
| | epoch 5 | 9000/ 12000 batches | rec 0.27, adv 0.68, |lvar| 1432.24, loss_d 1.43, loss 7.05, |
| | epoch 5 | 9100/ 12000 batches | rec 0.35, adv 0.68, |lvar| 1543.44, loss_d 1.41, loss 7.19, |
| | epoch 5 | 9200/ 12000 batches | rec 0.10, adv 0.69, |lvar| 1481.87, loss_d 1.41, loss 7.02, |
| | epoch 5 | 9300/ 12000 batches | rec 0.27, adv 0.68, |lvar| 1432.30, loss_d 1.42, loss 7.03, |
| | epoch 5 | 9400/ 12000 batches | rec 0.34, adv 0.69, |lvar| 1378.64, loss_d 1.40, loss 7.19, |
| | epoch 5 | 9500/ 12000 batches | rec 0.44, adv 0.69, |lvar| 1556.00, loss_d 1.42, loss 7.38, |
| | epoch 5 | 9600/ 12000 batches | rec 0.19, adv 0.69, |lvar| 1380.53, loss_d 1.42, loss 7.06, |
| | epoch 5 | 9700/ 12000 batches | rec 0.09, adv 0.68, |lvar| 1455.78, loss_d 1.41, loss 6.88, |
| | epoch 5 | 9800/ 12000 batches | rec 0.07, adv 0.68, |lvar| 1603.40, loss_d 1.42, loss 6.83, |
| | epoch 5 | 9900/ 12000 batches | rec 0.36, adv 0.68, |lvar| 1685.44, loss_d 1.41, loss 7.20, |
| | epoch 5 | 10000/ 12000 batches | rec 0.07, adv 0.69, |lvar| 1624.01, loss_d 1.43, loss 6.93, |
| | epoch 5 | 10100/ 12000 batches | rec 0.13, adv 0.68, |lvar| 1419.54, loss_d 1.41, loss 6.91, |
| | epoch 5 | 10200/ 12000 batches | rec 0.11, adv 0.68, |lvar| 1549.23, loss_d 1.43, loss 6.91, |
| | epoch 5 | 10300/ 12000 batches | rec 0.14, adv 0.68, |lvar| 1563.57, loss_d 1.41, loss 6.98, |
| | epoch 5 | 10400/ 12000 batches | rec 0.06, adv 0.69, |lvar| 1438.17, loss_d 1.41, loss 6.94, |
| | epoch 5 | 10500/ 12000 batches | rec 0.18, adv 0.68, |lvar| 1561.12, loss_d 1.41, loss 7.02, |
| | epoch 5 | 10600/ 12000 batches | rec 0.15, adv 0.68, |lvar| 1733.51, loss_d 1.41, loss 6.97, |
| | epoch 5 | 10700/ 12000 batches | rec 0.21, adv 0.68, |lvar| 1395.67, loss_d 1.41, loss 7.05, |
| | epoch 5 | 10800/ 12000 batches | rec 0.28, adv 0.69, |lvar| 1492.77, loss_d 1.39, loss 7.21, |
| | epoch 5 | 10900/ 12000 batches | rec 0.07, adv 0.68, |lvar| 1568.03, loss_d 1.41, loss 6.85, |
| | epoch 5 | 11000/ 12000 batches | rec 0.08, adv 0.68, |lvar| 1818.38, loss_d 1.44, loss 6.88, |
| | epoch 5 | 11100/ 12000 batches | rec 0.06, adv 0.68, |lvar| 1664.05, loss_d 1.43, loss 6.85, |
| | epoch 5 | 11200/ 12000 batches | rec 0.06, adv 0.68, |lvar| 1517.31, loss_d 1.42, loss 6.85, |
| | epoch 5 | 11300/ 12000 batches | rec 0.30, adv 0.68, |lvar| 1380.14, loss_d 1.42, loss 7.14, |
| | epoch 5 | 11400/ 12000 batches | rec 0.28, adv 0.68, |lvar| 1385.06, loss_d 1.40, loss 7.10, |
| | epoch 5 | 11500/ 12000 batches | rec 0.16, adv 0.68, |lvar| 1627.56, loss_d 1.41, loss 6.97, |
| | epoch 5 | 11600/ 12000 batches | rec 0.11, adv 0.69, |lvar| 1480.88, loss_d 1.41, loss 7.00, |
| | epoch 5 | 11700/ 12000 batches | rec 0.96, adv 0.69, |lvar| 1520.59, loss_d 1.39, loss 7.82, |
| | epoch 5 | 11800/ 12000 batches | rec 0.11, adv 0.70, |lvar| 1581.69, loss_d 1.38, loss 7.14, |
| | epoch 5 | 11900/ 12000 batches | rec 0.40, adv 0.69, |lvar| 1367.26, loss_d 1.38, loss 7.30, |
| | epoch 5 | 12000/ 12000 batches | rec 0.33, adv 0.70, |lvar| 1700.75, loss_d 1.37, loss 7.31, |
| -------------------------------------------------------------------------------- |
| | end of epoch 5| time 94577s| valid rec 0.04, adv 0.67, |lvar| 1676.85, loss_d 1.38, loss 6.74, |
| -------------------------------------------------------------------------------- |
| | epoch 6 | 100/ 12000 batches | rec 0.27, adv 0.70, |lvar| 1457.76, loss_d 1.40, loss 7.25, |
| | epoch 6 | 200/ 12000 batches | rec 0.59, adv 0.69, |lvar| 1653.65, loss_d 1.40, loss 7.52, |
| | epoch 6 | 300/ 12000 batches | rec 0.17, adv 0.69, |lvar| 1573.26, loss_d 1.41, loss 7.06, |
| | epoch 6 | 400/ 12000 batches | rec 0.56, adv 0.69, |lvar| 1472.39, loss_d 1.41, loss 7.47, |
| | epoch 6 | 500/ 12000 batches | rec 0.48, adv 0.68, |lvar| 1564.70, loss_d 1.43, loss 7.27, |
| | epoch 6 | 600/ 12000 batches | rec 0.15, adv 0.67, |lvar| 1465.38, loss_d 1.45, loss 6.86, |
| | epoch 6 | 700/ 12000 batches | rec 0.22, adv 0.69, |lvar| 1306.94, loss_d 1.41, loss 7.15, |
| | epoch 6 | 800/ 12000 batches | rec 0.35, adv 0.68, |lvar| 1479.46, loss_d 1.44, loss 7.15, |
| | epoch 6 | 900/ 12000 batches | rec 0.19, adv 0.68, |lvar| 1282.61, loss_d 1.40, loss 6.98, |
| | epoch 6 | 1000/ 12000 batches | rec 0.44, adv 0.69, |lvar| 1700.86, loss_d 1.43, loss 7.29, |
| | epoch 6 | 1100/ 12000 batches | rec 0.28, adv 0.68, |lvar| 1589.42, loss_d 1.42, loss 7.13, |
| | epoch 6 | 1200/ 12000 batches | rec 0.24, adv 0.68, |lvar| 1402.06, loss_d 1.39, loss 7.08, |
| | epoch 6 | 1300/ 12000 batches | rec 0.11, adv 0.69, |lvar| 1577.81, loss_d 1.39, loss 7.00, |
| | epoch 6 | 1400/ 12000 batches | rec 0.44, adv 0.68, |lvar| 1621.65, loss_d 1.43, loss 7.28, |
| | epoch 6 | 1500/ 12000 batches | rec 0.11, adv 0.69, |lvar| 1722.21, loss_d 1.41, loss 6.98, |
| | epoch 6 | 1600/ 12000 batches | rec 0.20, adv 0.68, |lvar| 1504.76, loss_d 1.42, loss 7.02, |
| | epoch 6 | 1700/ 12000 batches | rec 0.09, adv 0.69, |lvar| 1575.28, loss_d 1.44, loss 6.94, |
| | epoch 6 | 1800/ 12000 batches | rec 0.37, adv 0.68, |lvar| 1750.59, loss_d 1.43, loss 7.13, |
| | epoch 6 | 1900/ 12000 batches | rec 0.31, adv 0.68, |lvar| 1666.54, loss_d 1.40, loss 7.12, |
| | epoch 6 | 2000/ 12000 batches | rec 0.09, adv 0.70, |lvar| 1550.50, loss_d 1.40, loss 7.05, |
| | epoch 6 | 2100/ 12000 batches | rec 0.30, adv 0.69, |lvar| 1369.73, loss_d 1.39, loss 7.16, |
| | epoch 6 | 2200/ 12000 batches | rec 0.09, adv 0.68, |lvar| 1680.50, loss_d 1.43, loss 6.91, |
| | epoch 6 | 2300/ 12000 batches | rec 0.60, adv 0.69, |lvar| 1356.79, loss_d 1.40, loss 7.45, |
| | epoch 6 | 2400/ 12000 batches | rec 0.16, adv 0.68, |lvar| 1726.57, loss_d 1.41, loss 6.95, |
| | epoch 6 | 2500/ 12000 batches | rec 0.08, adv 0.69, |lvar| 1502.15, loss_d 1.41, loss 6.99, |
| | epoch 6 | 2600/ 12000 batches | rec 0.08, adv 0.68, |lvar| 1491.41, loss_d 1.41, loss 6.87, |
| | epoch 6 | 2700/ 12000 batches | rec 0.31, adv 0.69, |lvar| 1594.01, loss_d 1.40, loss 7.19, |
| | epoch 6 | 2800/ 12000 batches | rec 0.54, adv 0.69, |lvar| 1472.67, loss_d 1.41, loss 7.45, |
| | epoch 6 | 2900/ 12000 batches | rec 0.10, adv 0.70, |lvar| 1530.30, loss_d 1.40, loss 7.07, |
| | epoch 6 | 3000/ 12000 batches | rec 0.09, adv 0.68, |lvar| 1490.86, loss_d 1.40, loss 6.92, |
| | epoch 6 | 3100/ 12000 batches | rec 0.54, adv 0.69, |lvar| 1464.66, loss_d 1.40, loss 7.41, |
| | epoch 6 | 3200/ 12000 batches | rec 1.01, adv 0.69, |lvar| 1429.68, loss_d 1.41, loss 7.89, |
| | epoch 6 | 3300/ 12000 batches | rec 0.46, adv 0.68, |lvar| 1365.60, loss_d 1.42, loss 7.23, |
| | epoch 6 | 3400/ 12000 batches | rec 0.10, adv 0.69, |lvar| 1839.04, loss_d 1.43, loss 6.97, |
| | epoch 6 | 3500/ 12000 batches | rec 0.44, adv 0.68, |lvar| 1441.91, loss_d 1.41, loss 7.27, |
| | epoch 6 | 3600/ 12000 batches | rec 0.30, adv 0.69, |lvar| 1587.46, loss_d 1.42, loss 7.17, |
| | epoch 6 | 3700/ 12000 batches | rec 0.31, adv 0.68, |lvar| 1560.92, loss_d 1.41, loss 7.11, |
| | epoch 6 | 3800/ 12000 batches | rec 0.14, adv 0.69, |lvar| 1652.48, loss_d 1.41, loss 7.02, |
| | epoch 6 | 3900/ 12000 batches | rec 0.19, adv 0.68, |lvar| 1690.21, loss_d 1.41, loss 7.01, |
| | epoch 6 | 4000/ 12000 batches | rec 0.30, adv 0.69, |lvar| 1595.77, loss_d 1.41, loss 7.19, |
| | epoch 6 | 4100/ 12000 batches | rec 0.37, adv 0.69, |lvar| 1633.01, loss_d 1.40, loss 7.24, |
| | epoch 6 | 4200/ 12000 batches | rec 0.10, adv 0.70, |lvar| 1512.98, loss_d 1.37, loss 7.07, |
| | epoch 6 | 4300/ 12000 batches | rec 0.12, adv 0.69, |lvar| 1612.21, loss_d 1.44, loss 6.98, |
| | epoch 6 | 4400/ 12000 batches | rec 0.58, adv 0.68, |lvar| 1780.41, loss_d 1.42, loss 7.41, |
| | epoch 6 | 4500/ 12000 batches | rec 0.17, adv 0.68, |lvar| 1593.33, loss_d 1.42, loss 6.93, |
| | epoch 6 | 4600/ 12000 batches | rec 0.15, adv 0.69, |lvar| 1525.13, loss_d 1.42, loss 7.06, |
| | epoch 6 | 4700/ 12000 batches | rec 0.11, adv 0.68, |lvar| 1420.11, loss_d 1.41, loss 6.89, |
| | epoch 6 | 4800/ 12000 batches | rec 0.09, adv 0.69, |lvar| 1513.46, loss_d 1.42, loss 6.96, |
| | epoch 6 | 4900/ 12000 batches | rec 0.33, adv 0.67, |lvar| 1298.38, loss_d 1.43, loss 7.07, |
| | epoch 6 | 5000/ 12000 batches | rec 0.39, adv 0.68, |lvar| 1282.82, loss_d 1.42, loss 7.22, |
| | epoch 6 | 5100/ 12000 batches | rec 0.08, adv 0.68, |lvar| 1589.77, loss_d 1.43, loss 6.93, |
| | epoch 6 | 5200/ 12000 batches | rec 0.41, adv 0.68, |lvar| 1378.79, loss_d 1.41, loss 7.25, |
| | epoch 6 | 5300/ 12000 batches | rec 0.19, adv 0.68, |lvar| 1404.65, loss_d 1.41, loss 6.95, |
| | epoch 6 | 5400/ 12000 batches | rec 0.13, adv 0.69, |lvar| 1419.08, loss_d 1.40, loss 7.04, |
| | epoch 6 | 5500/ 12000 batches | rec 0.14, adv 0.68, |lvar| 1608.91, loss_d 1.42, loss 6.94, |
| | epoch 6 | 5600/ 12000 batches | rec 0.07, adv 0.69, |lvar| 1524.79, loss_d 1.42, loss 6.95, |
| | epoch 6 | 5700/ 12000 batches | rec 0.24, adv 0.68, |lvar| 1296.43, loss_d 1.43, loss 7.02, |
| | epoch 6 | 5800/ 12000 batches | rec 0.07, adv 0.68, |lvar| 1432.59, loss_d 1.41, loss 6.85, |
| | epoch 6 | 5900/ 12000 batches | rec 0.10, adv 0.68, |lvar| 1472.31, loss_d 1.42, loss 6.88, |
| | epoch 6 | 6000/ 12000 batches | rec 0.05, adv 0.68, |lvar| 1495.83, loss_d 1.41, loss 6.85, |
| | epoch 6 | 6100/ 12000 batches | rec 0.55, adv 0.68, |lvar| 1323.36, loss_d 1.42, loss 7.39, |
| | epoch 6 | 6200/ 12000 batches | rec 0.06, adv 0.69, |lvar| 1399.49, loss_d 1.41, loss 6.91, |
| | epoch 6 | 6300/ 12000 batches | rec 0.06, adv 0.69, |lvar| 1435.84, loss_d 1.41, loss 6.91, |
| | epoch 6 | 6400/ 12000 batches | rec 0.06, adv 0.68, |lvar| 1548.20, loss_d 1.42, loss 6.90, |
| | epoch 6 | 6500/ 12000 batches | rec 0.06, adv 0.68, |lvar| 1679.88, loss_d 1.41, loss 6.87, |
| | epoch 6 | 6600/ 12000 batches | rec 0.15, adv 0.68, |lvar| 1713.31, loss_d 1.42, loss 6.94, |
| | epoch 6 | 6700/ 12000 batches | rec 0.29, adv 0.68, |lvar| 1537.86, loss_d 1.41, loss 7.10, |
| | epoch 6 | 6800/ 12000 batches | rec 0.06, adv 0.69, |lvar| 1442.56, loss_d 1.40, loss 6.91, |
| | epoch 6 | 6900/ 12000 batches | rec 0.05, adv 0.69, |lvar| 1589.63, loss_d 1.41, loss 6.94, |
| | epoch 6 | 7000/ 12000 batches | rec 0.18, adv 0.68, |lvar| 1442.40, loss_d 1.41, loss 6.98, |
| | epoch 6 | 7100/ 12000 batches | rec 0.06, adv 0.69, |lvar| 1361.09, loss_d 1.40, loss 6.93, |
| | epoch 6 | 7200/ 12000 batches | rec 0.05, adv 0.68, |lvar| 1590.31, loss_d 1.41, loss 6.88, |
| | epoch 6 | 7300/ 12000 batches | rec 0.52, adv 0.69, |lvar| 1170.32, loss_d 1.39, loss 7.41, |
| | epoch 6 | 7400/ 12000 batches | rec 0.31, adv 0.69, |lvar| 1461.79, loss_d 1.40, loss 7.19, |
| | epoch 6 | 7500/ 12000 batches | rec 0.25, adv 0.69, |lvar| 1409.31, loss_d 1.39, loss 7.11, |
| | epoch 6 | 7600/ 12000 batches | rec 0.24, adv 0.69, |lvar| 1494.33, loss_d 1.39, loss 7.19, |
| | epoch 6 | 7700/ 12000 batches | rec 0.20, adv 0.69, |lvar| 1449.51, loss_d 1.39, loss 7.12, |
| | epoch 6 | 7800/ 12000 batches | rec 0.48, adv 0.69, |lvar| 1620.34, loss_d 1.42, loss 7.36, |
| | epoch 6 | 7900/ 12000 batches | rec 0.90, adv 0.70, |lvar| 1676.14, loss_d 1.37, loss 7.93, |
| | epoch 6 | 8000/ 12000 batches | rec 0.38, adv 0.71, |lvar| 1635.53, loss_d 1.34, loss 7.51, |
| | epoch 6 | 8100/ 12000 batches | rec 0.37, adv 0.71, |lvar| 1622.60, loss_d 1.33, loss 7.52, |
| | epoch 6 | 8200/ 12000 batches | rec 1.11, adv 0.71, |lvar| 1616.64, loss_d 1.36, loss 8.19, |
| | epoch 6 | 8300/ 12000 batches | rec 0.69, adv 0.71, |lvar| 1672.49, loss_d 1.39, loss 7.82, |
| | epoch 6 | 8400/ 12000 batches | rec 0.77, adv 0.69, |lvar| 1502.31, loss_d 1.45, loss 7.66, |
| | epoch 6 | 8500/ 12000 batches | rec 0.51, adv 0.69, |lvar| 1637.34, loss_d 1.44, loss 7.40, |
| | epoch 6 | 8600/ 12000 batches | rec 0.28, adv 0.68, |lvar| 1462.03, loss_d 1.39, loss 7.10, |
| | epoch 6 | 8700/ 12000 batches | rec 0.33, adv 0.69, |lvar| 1589.39, loss_d 1.48, loss 7.23, |
| | epoch 6 | 8800/ 12000 batches | rec 0.31, adv 0.66, |lvar| 1533.57, loss_d 1.47, loss 6.96, |
| | epoch 6 | 8900/ 12000 batches | rec 0.28, adv 0.67, |lvar| 1565.95, loss_d 1.46, loss 7.00, |
| | epoch 6 | 9000/ 12000 batches | rec 0.09, adv 0.69, |lvar| 1715.10, loss_d 1.44, loss 6.98, |
| | epoch 6 | 9100/ 12000 batches | rec 0.24, adv 0.67, |lvar| 1464.90, loss_d 1.41, loss 6.93, |
| | epoch 6 | 9200/ 12000 batches | rec 0.10, adv 0.68, |lvar| 1624.15, loss_d 1.45, loss 6.94, |
| | epoch 6 | 9300/ 12000 batches | rec 0.08, adv 0.68, |lvar| 1808.59, loss_d 1.45, loss 6.86, |
| | epoch 6 | 9400/ 12000 batches | rec 0.35, adv 0.67, |lvar| 1478.66, loss_d 1.43, loss 7.04, |
| | epoch 6 | 9500/ 12000 batches | rec 0.22, adv 0.69, |lvar| 1577.34, loss_d 1.42, loss 7.10, |
| | epoch 6 | 9600/ 12000 batches | rec 0.08, adv 0.68, |lvar| 1550.49, loss_d 1.40, loss 6.88, |
| | epoch 6 | 9700/ 12000 batches | rec 0.07, adv 0.68, |lvar| 1661.31, loss_d 1.41, loss 6.87, |
| | epoch 6 | 9800/ 12000 batches | rec 0.43, adv 0.69, |lvar| 1514.88, loss_d 1.42, loss 7.37, |
| | epoch 6 | 9900/ 12000 batches | rec 0.09, adv 0.68, |lvar| 1418.02, loss_d 1.40, loss 6.92, |
| | epoch 6 | 10000/ 12000 batches | rec 0.07, adv 0.69, |lvar| 1481.89, loss_d 1.41, loss 6.94, |
| | epoch 6 | 10100/ 12000 batches | rec 0.14, adv 0.68, |lvar| 1640.21, loss_d 1.42, loss 6.93, |
| | epoch 6 | 10200/ 12000 batches | rec 0.07, adv 0.69, |lvar| 1604.35, loss_d 1.40, loss 6.93, |
| | epoch 6 | 10300/ 12000 batches | rec 0.30, adv 0.68, |lvar| 1599.79, loss_d 1.43, loss 7.14, |
| | epoch 6 | 10400/ 12000 batches | rec 0.07, adv 0.68, |lvar| 1517.45, loss_d 1.40, loss 6.84, |
| | epoch 6 | 10500/ 12000 batches | rec 0.08, adv 0.69, |lvar| 1427.73, loss_d 1.41, loss 6.98, |
| | epoch 6 | 10600/ 12000 batches | rec 0.24, adv 0.68, |lvar| 1376.82, loss_d 1.41, loss 7.07, |
| | epoch 6 | 10700/ 12000 batches | rec 0.07, adv 0.69, |lvar| 1638.17, loss_d 1.41, loss 6.98, |
| | epoch 6 | 10800/ 12000 batches | rec 0.46, adv 0.68, |lvar| 1475.42, loss_d 1.40, loss 7.26, |
| | epoch 6 | 10900/ 12000 batches | rec 0.22, adv 0.69, |lvar| 1510.98, loss_d 1.39, loss 7.08, |
| | epoch 6 | 11000/ 12000 batches | rec 0.09, adv 0.70, |lvar| 1515.92, loss_d 1.40, loss 7.05, |
| | epoch 6 | 11100/ 12000 batches | rec 0.35, adv 0.68, |lvar| 1623.97, loss_d 1.42, loss 7.18, |
| | epoch 6 | 11200/ 12000 batches | rec 0.20, adv 0.68, |lvar| 1569.68, loss_d 1.39, loss 7.03, |
| | epoch 6 | 11300/ 12000 batches | rec 0.18, adv 0.69, |lvar| 1661.15, loss_d 1.42, loss 7.04, |
| | epoch 6 | 11400/ 12000 batches | rec 0.29, adv 0.69, |lvar| 1554.97, loss_d 1.41, loss 7.17, |
| | epoch 6 | 11500/ 12000 batches | rec 0.08, adv 0.69, |lvar| 1517.93, loss_d 1.39, loss 6.98, |
| | epoch 6 | 11600/ 12000 batches | rec 0.34, adv 0.68, |lvar| 1511.04, loss_d 1.42, loss 7.11, |
| | epoch 6 | 11700/ 12000 batches | rec 0.30, adv 0.68, |lvar| 1793.07, loss_d 1.42, loss 7.13, |
| | epoch 6 | 11800/ 12000 batches | rec 0.20, adv 0.69, |lvar| 1630.57, loss_d 1.40, loss 7.06, |
| | epoch 6 | 11900/ 12000 batches | rec 0.15, adv 0.69, |lvar| 1714.84, loss_d 1.40, loss 7.01, |
| | epoch 6 | 12000/ 12000 batches | rec 0.07, adv 0.68, |lvar| 1613.53, loss_d 1.41, loss 6.89, |
| -------------------------------------------------------------------------------- |
| | end of epoch 6| time 95572s| valid rec 0.01, adv 0.69, |lvar| 1209.73, loss_d 1.44, loss 6.92, |
| -------------------------------------------------------------------------------- |
| | epoch 7 | 100/ 12000 batches | rec 0.05, adv 0.69, |lvar| 1533.29, loss_d 1.42, loss 6.95, |
| | epoch 7 | 200/ 12000 batches | rec 0.26, adv 0.68, |lvar| 1590.07, loss_d 1.41, loss 7.05, |
| | epoch 7 | 300/ 12000 batches | rec 0.06, adv 0.69, |lvar| 1623.78, loss_d 1.41, loss 6.98, |
| | epoch 7 | 400/ 12000 batches | rec 0.54, adv 0.67, |lvar| 1912.65, loss_d 1.43, loss 7.20, |
| | epoch 7 | 500/ 12000 batches | rec 0.28, adv 0.69, |lvar| 1696.30, loss_d 1.41, loss 7.21, |
| | epoch 7 | 600/ 12000 batches | rec 0.08, adv 0.69, |lvar| 1520.54, loss_d 1.40, loss 6.96, |
| | epoch 7 | 700/ 12000 batches | rec 0.15, adv 0.68, |lvar| 1712.40, loss_d 1.42, loss 6.99, |
| | epoch 7 | 800/ 12000 batches | rec 0.14, adv 0.68, |lvar| 1687.72, loss_d 1.42, loss 6.90, |
| | epoch 7 | 900/ 12000 batches | rec 0.19, adv 0.69, |lvar| 1645.79, loss_d 1.41, loss 7.05, |
| | epoch 7 | 1000/ 12000 batches | rec 0.23, adv 0.68, |lvar| 1707.86, loss_d 1.40, loss 7.07, |
| | epoch 7 | 1100/ 12000 batches | rec 0.07, adv 0.69, |lvar| 1596.94, loss_d 1.40, loss 6.95, |
| | epoch 7 | 1200/ 12000 batches | rec 0.25, adv 0.68, |lvar| 1433.04, loss_d 1.42, loss 7.07, |
| | epoch 7 | 1300/ 12000 batches | rec 0.06, adv 0.68, |lvar| 1653.12, loss_d 1.42, loss 6.89, |
| | epoch 7 | 1400/ 12000 batches | rec 0.18, adv 0.68, |lvar| 1580.16, loss_d 1.41, loss 6.97, |
| | epoch 7 | 1500/ 12000 batches | rec 0.06, adv 0.69, |lvar| 1467.54, loss_d 1.40, loss 6.94, |
| | epoch 7 | 1600/ 12000 batches | rec 0.14, adv 0.69, |lvar| 1433.68, loss_d 1.41, loss 7.01, |
| | epoch 7 | 1700/ 12000 batches | rec 0.13, adv 0.68, |lvar| 1664.73, loss_d 1.40, loss 6.97, |
| | epoch 7 | 1800/ 12000 batches | rec 0.36, adv 0.69, |lvar| 1453.89, loss_d 1.40, loss 7.25, |
| | epoch 7 | 1900/ 12000 batches | rec 0.06, adv 0.68, |lvar| 1343.59, loss_d 1.40, loss 6.87, |
| | epoch 7 | 2000/ 12000 batches | rec 0.24, adv 0.69, |lvar| 1443.43, loss_d 1.40, loss 7.10, |
| | epoch 7 | 2100/ 12000 batches | rec 0.27, adv 0.69, |lvar| 1446.20, loss_d 1.40, loss 7.21, |
| | epoch 7 | 2200/ 12000 batches | rec 0.07, adv 0.69, |lvar| 2026.98, loss_d 1.41, loss 6.94, |
| | epoch 7 | 2300/ 12000 batches | rec 0.14, adv 0.68, |lvar| 1744.58, loss_d 1.40, loss 6.93, |
| | epoch 7 | 2400/ 12000 batches | rec 0.05, adv 0.69, |lvar| 1809.88, loss_d 1.41, loss 6.91, |
| | epoch 7 | 2500/ 12000 batches | rec 0.58, adv 0.68, |lvar| 1631.06, loss_d 1.40, loss 7.41, |
| | epoch 7 | 2600/ 12000 batches | rec 0.13, adv 0.69, |lvar| 1651.90, loss_d 1.41, loss 7.02, |
| | epoch 7 | 2700/ 12000 batches | rec 0.39, adv 0.69, |lvar| 1791.00, loss_d 1.40, loss 7.25, |
| | epoch 7 | 2800/ 12000 batches | rec 0.20, adv 0.69, |lvar| 1589.78, loss_d 1.39, loss 7.12, |
| | epoch 7 | 2900/ 12000 batches | rec 0.53, adv 0.69, |lvar| 1498.26, loss_d 1.40, loss 7.44, |
| | epoch 7 | 3000/ 12000 batches | rec 0.08, adv 0.69, |lvar| 1492.79, loss_d 1.39, loss 6.98, |
| | epoch 7 | 3100/ 12000 batches | rec 0.29, adv 0.69, |lvar| 1359.58, loss_d 1.39, loss 7.23, |
| | epoch 7 | 3200/ 12000 batches | rec 0.27, adv 0.68, |lvar| 1541.89, loss_d 1.41, loss 7.12, |
| | epoch 7 | 3300/ 12000 batches | rec 0.12, adv 0.69, |lvar| 1739.63, loss_d 1.43, loss 7.00, |
| | epoch 7 | 3400/ 12000 batches | rec 0.30, adv 0.68, |lvar| 1785.10, loss_d 1.41, loss 7.11, |
| | epoch 7 | 3500/ 12000 batches | rec 0.15, adv 0.69, |lvar| 1421.61, loss_d 1.39, loss 7.05, |
| | epoch 7 | 3600/ 12000 batches | rec 0.31, adv 0.69, |lvar| 1429.01, loss_d 1.40, loss 7.22, |
| | epoch 7 | 3700/ 12000 batches | rec 0.19, adv 0.70, |lvar| 1695.41, loss_d 1.40, loss 7.17, |
| | epoch 7 | 3800/ 12000 batches | rec 0.69, adv 0.69, |lvar| 1824.99, loss_d 1.40, loss 7.55, |
| | epoch 7 | 3900/ 12000 batches | rec 0.30, adv 0.69, |lvar| 1669.68, loss_d 1.40, loss 7.18, |
| | epoch 7 | 4000/ 12000 batches | rec 0.20, adv 0.69, |lvar| 1827.11, loss_d 1.41, loss 7.10, |
| | epoch 7 | 4100/ 12000 batches | rec 0.51, adv 0.68, |lvar| 1837.34, loss_d 1.41, loss 7.35, |
| | epoch 7 | 4200/ 12000 batches | rec 0.63, adv 0.68, |lvar| 1770.57, loss_d 1.44, loss 7.41, |
| | epoch 7 | 4300/ 12000 batches | rec 0.10, adv 0.69, |lvar| 1536.33, loss_d 1.42, loss 6.95, |
| | epoch 7 | 4400/ 12000 batches | rec 0.32, adv 0.68, |lvar| 1700.92, loss_d 1.40, loss 7.16, |
| | epoch 7 | 4500/ 12000 batches | rec 0.09, adv 0.68, |lvar| 1887.75, loss_d 1.42, loss 6.90, |
| | epoch 7 | 4600/ 12000 batches | rec 0.07, adv 0.69, |lvar| 1687.14, loss_d 1.40, loss 6.92, |
| | epoch 7 | 4700/ 12000 batches | rec 0.22, adv 0.68, |lvar| 1637.01, loss_d 1.43, loss 7.01, |
| | epoch 7 | 4800/ 12000 batches | rec 0.09, adv 0.68, |lvar| 1627.96, loss_d 1.44, loss 6.85, |
| | epoch 7 | 4900/ 12000 batches | rec 0.24, adv 0.69, |lvar| 1593.50, loss_d 1.41, loss 7.12, |
| | epoch 7 | 5000/ 12000 batches | rec 0.07, adv 0.69, |lvar| 1768.56, loss_d 1.40, loss 6.93, |
| | epoch 7 | 5100/ 12000 batches | rec 0.06, adv 0.68, |lvar| 1867.14, loss_d 1.43, loss 6.86, |
| | epoch 7 | 5200/ 12000 batches | rec 0.28, adv 0.67, |lvar| 1569.09, loss_d 1.43, loss 7.02, |
| | epoch 7 | 5300/ 12000 batches | rec 0.11, adv 0.69, |lvar| 1682.80, loss_d 1.40, loss 6.97, |
| | epoch 7 | 5400/ 12000 batches | rec 0.04, adv 0.69, |lvar| 1509.01, loss_d 1.40, loss 6.93, |
| | epoch 7 | 5500/ 12000 batches | rec 0.04, adv 0.68, |lvar| 1916.61, loss_d 1.41, loss 6.89, |
| | epoch 7 | 5600/ 12000 batches | rec 0.31, adv 0.69, |lvar| 2225.66, loss_d 1.41, loss 7.19, |
| | epoch 7 | 5700/ 12000 batches | rec 0.05, adv 0.68, |lvar| 1648.68, loss_d 1.41, loss 6.86, |
| | epoch 7 | 5800/ 12000 batches | rec 0.15, adv 0.68, |lvar| 1646.28, loss_d 1.41, loss 6.97, |
| | epoch 7 | 5900/ 12000 batches | rec 0.15, adv 0.69, |lvar| 1373.41, loss_d 1.39, loss 7.06, |
| | epoch 7 | 6000/ 12000 batches | rec 0.24, adv 0.69, |lvar| 1401.19, loss_d 1.41, loss 7.10, |
| | epoch 7 | 6100/ 12000 batches | rec 0.08, adv 0.69, |lvar| 1439.38, loss_d 1.39, loss 7.00, |
| | epoch 7 | 6200/ 12000 batches | rec 0.05, adv 0.69, |lvar| 1493.02, loss_d 1.40, loss 6.91, |
| | epoch 7 | 6300/ 12000 batches | rec 0.05, adv 0.69, |lvar| 1436.75, loss_d 1.40, loss 6.91, |
| | epoch 7 | 6400/ 12000 batches | rec 0.23, adv 0.69, |lvar| 1627.19, loss_d 1.41, loss 7.10, |
| | epoch 7 | 6500/ 12000 batches | rec 0.04, adv 0.68, |lvar| 1571.03, loss_d 1.41, loss 6.85, |
| | epoch 7 | 6600/ 12000 batches | rec 0.28, adv 0.69, |lvar| 1654.47, loss_d 1.40, loss 7.15, |
| | epoch 7 | 6700/ 12000 batches | rec 0.15, adv 0.69, |lvar| 1718.44, loss_d 1.39, loss 7.02, |
| | epoch 7 | 6800/ 12000 batches | rec 0.16, adv 0.69, |lvar| 1726.14, loss_d 1.40, loss 7.06, |
| | epoch 7 | 6900/ 12000 batches | rec 0.22, adv 0.69, |lvar| 1701.54, loss_d 1.42, loss 7.11, |
| | epoch 7 | 7000/ 12000 batches | rec 0.32, adv 0.68, |lvar| 1721.23, loss_d 1.41, loss 7.16, |
| | epoch 7 | 7100/ 12000 batches | rec 0.06, adv 0.69, |lvar| 1710.86, loss_d 1.41, loss 6.92, |
| | epoch 7 | 7200/ 12000 batches | rec 0.47, adv 0.69, |lvar| 1700.35, loss_d 1.39, loss 7.36, |
| | epoch 7 | 7300/ 12000 batches | rec 0.13, adv 0.69, |lvar| 1690.06, loss_d 1.40, loss 7.04, |
| | epoch 7 | 7400/ 12000 batches | rec 0.17, adv 0.69, |lvar| 1441.82, loss_d 1.41, loss 7.09, |
| | epoch 7 | 7500/ 12000 batches | rec 0.20, adv 0.69, |lvar| 1454.89, loss_d 1.39, loss 7.12, |
| | epoch 7 | 7600/ 12000 batches | rec 0.07, adv 0.69, |lvar| 1790.63, loss_d 1.40, loss 6.93, |
| | epoch 7 | 7700/ 12000 batches | rec 0.28, adv 0.69, |lvar| 1683.06, loss_d 1.40, loss 7.18, |
| | epoch 7 | 7800/ 12000 batches | rec 0.29, adv 0.69, |lvar| 1613.28, loss_d 1.40, loss 7.16, |
| | epoch 7 | 7900/ 12000 batches | rec 0.24, adv 0.68, |lvar| 1982.89, loss_d 1.41, loss 7.08, |
| | epoch 7 | 8000/ 12000 batches | rec 0.22, adv 0.68, |lvar| 1778.63, loss_d 1.42, loss 7.04, |
| | epoch 7 | 8100/ 12000 batches | rec 0.11, adv 0.68, |lvar| 1650.27, loss_d 1.41, loss 6.90, |
| | epoch 7 | 8200/ 12000 batches | rec 0.40, adv 0.68, |lvar| 1862.01, loss_d 1.43, loss 7.21, |
| | epoch 7 | 8300/ 12000 batches | rec 0.08, adv 0.69, |lvar| 1489.37, loss_d 1.40, loss 6.97, |
| | epoch 7 | 8400/ 12000 batches | rec 0.17, adv 0.68, |lvar| 1751.15, loss_d 1.39, loss 6.95, |
| | epoch 7 | 8500/ 12000 batches | rec 0.08, adv 0.70, |lvar| 1512.65, loss_d 1.40, loss 7.06, |
| | epoch 7 | 8600/ 12000 batches | rec 0.17, adv 0.69, |lvar| 1724.02, loss_d 1.42, loss 7.03, |
| | epoch 7 | 8700/ 12000 batches | rec 0.30, adv 0.68, |lvar| 1795.50, loss_d 1.40, loss 7.14, |
| | epoch 7 | 8800/ 12000 batches | rec 0.16, adv 0.69, |lvar| 1651.28, loss_d 1.41, loss 7.03, |
| | epoch 7 | 8900/ 12000 batches | rec 0.11, adv 0.68, |lvar| 1792.14, loss_d 1.41, loss 6.95, |
| | epoch 7 | 9000/ 12000 batches | rec 0.06, adv 0.69, |lvar| 1748.82, loss_d 1.41, loss 6.91, |
| | epoch 7 | 9100/ 12000 batches | rec 0.41, adv 0.68, |lvar| 1833.15, loss_d 1.41, loss 7.25, |
| | epoch 7 | 9200/ 12000 batches | rec 0.05, adv 0.69, |lvar| 1715.43, loss_d 1.40, loss 6.90, |
| | epoch 7 | 9300/ 12000 batches | rec 0.06, adv 0.68, |lvar| 1728.58, loss_d 1.43, loss 6.87, |
| | epoch 7 | 9400/ 12000 batches | rec 0.18, adv 0.68, |lvar| 1511.80, loss_d 1.41, loss 6.98, |
| | epoch 7 | 9500/ 12000 batches | rec 0.07, adv 0.69, |lvar| 1363.00, loss_d 1.41, loss 6.96, |
| | epoch 7 | 9600/ 12000 batches | rec 0.12, adv 0.68, |lvar| 1449.70, loss_d 1.40, loss 6.96, |
| | epoch 7 | 9700/ 12000 batches | rec 0.04, adv 0.68, |lvar| 1554.11, loss_d 1.41, loss 6.88, |
| | epoch 7 | 9800/ 12000 batches | rec 0.18, adv 0.68, |lvar| 1700.78, loss_d 1.42, loss 7.02, |
| | epoch 7 | 9900/ 12000 batches | rec 0.20, adv 0.68, |lvar| 1871.70, loss_d 1.41, loss 7.01, |
| | epoch 7 | 10000/ 12000 batches | rec 0.04, adv 0.69, |lvar| 1618.52, loss_d 1.40, loss 6.94, |
| | epoch 7 | 10100/ 12000 batches | rec 0.21, adv 0.68, |lvar| 1513.85, loss_d 1.40, loss 7.05, |
| | epoch 7 | 10200/ 12000 batches | rec 0.16, adv 0.69, |lvar| 1913.53, loss_d 1.40, loss 7.02, |
| | epoch 7 | 10300/ 12000 batches | rec 0.19, adv 0.69, |lvar| 1514.14, loss_d 1.40, loss 7.07, |
| | epoch 7 | 10400/ 12000 batches | rec 0.09, adv 0.69, |lvar| 1655.23, loss_d 1.39, loss 7.01, |
| | epoch 7 | 10500/ 12000 batches | rec 0.23, adv 0.68, |lvar| 1599.56, loss_d 1.39, loss 7.07, |
| | epoch 7 | 10600/ 12000 batches | rec 0.06, adv 0.70, |lvar| 1443.07, loss_d 1.40, loss 7.01, |
| | epoch 7 | 10700/ 12000 batches | rec 0.36, adv 0.68, |lvar| 1649.01, loss_d 1.40, loss 7.20, |
| | epoch 7 | 10800/ 12000 batches | rec 0.19, adv 0.69, |lvar| 1607.84, loss_d 1.41, loss 7.08, |
| | epoch 7 | 10900/ 12000 batches | rec 0.05, adv 0.69, |lvar| 2021.99, loss_d 1.40, loss 6.93, |
| | epoch 7 | 11000/ 12000 batches | rec 0.24, adv 0.69, |lvar| 1460.88, loss_d 1.41, loss 7.10, |
| | epoch 7 | 11100/ 12000 batches | rec 0.12, adv 0.68, |lvar| 1483.20, loss_d 1.39, loss 6.96, |
| | epoch 7 | 11200/ 12000 batches | rec 0.05, adv 0.69, |lvar| 1858.71, loss_d 1.41, loss 6.99, |
| | epoch 7 | 11300/ 12000 batches | rec 0.25, adv 0.68, |lvar| 1294.11, loss_d 1.40, loss 7.06, |
| | epoch 7 | 11400/ 12000 batches | rec 0.06, adv 0.69, |lvar| 1480.91, loss_d 1.40, loss 7.00, |
| | epoch 7 | 11500/ 12000 batches | rec 0.09, adv 0.69, |lvar| 1476.70, loss_d 1.40, loss 6.94, |
| | epoch 7 | 11600/ 12000 batches | rec 0.04, adv 0.69, |lvar| 1565.79, loss_d 1.40, loss 6.90, |
| | epoch 7 | 11700/ 12000 batches | rec 0.30, adv 0.69, |lvar| 1544.43, loss_d 1.41, loss 7.16, |
| | epoch 7 | 11800/ 12000 batches | rec 0.14, adv 0.69, |lvar| 1529.51, loss_d 1.40, loss 7.01, |
| | epoch 7 | 11900/ 12000 batches | rec 0.21, adv 0.69, |lvar| 1602.98, loss_d 1.38, loss 7.15, |
| | epoch 7 | 12000/ 12000 batches | rec 0.31, adv 0.69, |lvar| 1650.63, loss_d 1.40, loss 7.22, |
| -------------------------------------------------------------------------------- |
| | end of epoch 7| time 95831s| valid rec 0.02, adv 0.68, |lvar| 1877.85, loss_d 1.39, loss 6.85, |
| -------------------------------------------------------------------------------- |
| | epoch 8 | 100/ 12000 batches | rec 0.21, adv 0.69, |lvar| 1581.81, loss_d 1.40, loss 7.12, |
| | epoch 8 | 200/ 12000 batches | rec 0.23, adv 0.69, |lvar| 1629.45, loss_d 1.39, loss 7.09, |
| | epoch 8 | 300/ 12000 batches | rec 0.09, adv 0.69, |lvar| 1753.00, loss_d 1.41, loss 6.98, |
| | epoch 8 | 400/ 12000 batches | rec 0.18, adv 0.69, |lvar| 1733.87, loss_d 1.41, loss 7.06, |
| | epoch 8 | 500/ 12000 batches | rec 0.18, adv 0.68, |lvar| 1430.61, loss_d 1.40, loss 7.03, |
| | epoch 8 | 600/ 12000 batches | rec 0.16, adv 0.68, |lvar| 1418.97, loss_d 1.40, loss 6.99, |
| | epoch 8 | 700/ 12000 batches | rec 0.52, adv 0.69, |lvar| 1653.84, loss_d 1.41, loss 7.46, |
| | epoch 8 | 800/ 12000 batches | rec 0.24, adv 0.69, |lvar| 1700.41, loss_d 1.40, loss 7.16, |
| | epoch 8 | 900/ 12000 batches | rec 0.12, adv 0.68, |lvar| 1863.43, loss_d 1.42, loss 6.91, |
| | epoch 8 | 1000/ 12000 batches | rec 0.30, adv 0.68, |lvar| 1652.83, loss_d 1.41, loss 7.12, |
| | epoch 8 | 1100/ 12000 batches | rec 0.13, adv 0.69, |lvar| 1537.36, loss_d 1.40, loss 6.99, |
| | epoch 8 | 1200/ 12000 batches | rec 0.15, adv 0.68, |lvar| 1668.14, loss_d 1.41, loss 6.99, |
| | epoch 8 | 1300/ 12000 batches | rec 0.05, adv 0.68, |lvar| 1996.59, loss_d 1.42, loss 6.88, |
| | epoch 8 | 1400/ 12000 batches | rec 0.13, adv 0.68, |lvar| 1601.95, loss_d 1.41, loss 6.91, |
| | epoch 8 | 1500/ 12000 batches | rec 0.05, adv 0.69, |lvar| 1620.52, loss_d 1.40, loss 6.92, |
| | epoch 8 | 1600/ 12000 batches | rec 0.14, adv 0.68, |lvar| 1635.38, loss_d 1.41, loss 6.96, |
| | epoch 8 | 1700/ 12000 batches | rec 0.10, adv 0.69, |lvar| 1684.67, loss_d 1.40, loss 6.99, |
| | epoch 8 | 1800/ 12000 batches | rec 0.11, adv 0.69, |lvar| 2030.50, loss_d 1.40, loss 7.04, |
| | epoch 8 | 1900/ 12000 batches | rec 0.05, adv 0.69, |lvar| 1643.63, loss_d 1.40, loss 6.95, |
| | epoch 8 | 2000/ 12000 batches | rec 0.05, adv 0.68, |lvar| 1718.59, loss_d 1.41, loss 6.89, |
| | epoch 8 | 2100/ 12000 batches | rec 0.06, adv 0.68, |lvar| 1664.00, loss_d 1.41, loss 6.91, |
| | epoch 8 | 2200/ 12000 batches | rec 0.58, adv 0.69, |lvar| 1592.28, loss_d 1.40, loss 7.43, |
| | epoch 8 | 2300/ 12000 batches | rec 0.16, adv 0.69, |lvar| 1504.26, loss_d 1.39, loss 7.08, |
| | epoch 8 | 2400/ 12000 batches | rec 0.08, adv 0.69, |lvar| 1568.51, loss_d 1.39, loss 7.01, |
| | epoch 8 | 2500/ 12000 batches | rec 0.23, adv 0.69, |lvar| 1661.90, loss_d 1.40, loss 7.10, |
| | epoch 8 | 2600/ 12000 batches | rec 0.22, adv 0.69, |lvar| 1537.24, loss_d 1.40, loss 7.11, |
| | epoch 8 | 2700/ 12000 batches | rec 0.55, adv 0.69, |lvar| 1929.72, loss_d 1.39, loss 7.45, |
| | epoch 8 | 2800/ 12000 batches | rec 0.12, adv 0.70, |lvar| 1750.94, loss_d 1.39, loss 7.11, |
| | epoch 8 | 2900/ 12000 batches | rec 0.22, adv 0.69, |lvar| 1624.10, loss_d 1.42, loss 7.08, |
| | epoch 8 | 3000/ 12000 batches | rec 0.21, adv 0.68, |lvar| 1702.70, loss_d 1.43, loss 7.04, |
| | epoch 8 | 3100/ 12000 batches | rec 0.13, adv 0.68, |lvar| 1686.89, loss_d 1.41, loss 6.96, |
| | epoch 8 | 3200/ 12000 batches | rec 0.16, adv 0.68, |lvar| 1869.29, loss_d 1.41, loss 6.97, |
| | epoch 8 | 3300/ 12000 batches | rec 0.06, adv 0.69, |lvar| 1772.04, loss_d 1.42, loss 6.91, |
| | epoch 8 | 3400/ 12000 batches | rec 0.13, adv 0.68, |lvar| 1757.79, loss_d 1.42, loss 6.90, |
| | epoch 8 | 3500/ 12000 batches | rec 0.06, adv 0.69, |lvar| 1518.32, loss_d 1.39, loss 6.99, |
| | epoch 8 | 3600/ 12000 batches | rec 0.16, adv 0.68, |lvar| 1604.10, loss_d 1.40, loss 6.97, |
| | epoch 8 | 3700/ 12000 batches | rec 0.10, adv 0.68, |lvar| 1709.80, loss_d 1.43, loss 6.92, |
| | epoch 8 | 3800/ 12000 batches | rec 0.19, adv 0.68, |lvar| 1379.13, loss_d 1.41, loss 7.03, |
| | epoch 8 | 3900/ 12000 batches | rec 0.13, adv 0.69, |lvar| 1711.06, loss_d 1.40, loss 7.05, |
| | epoch 8 | 4000/ 12000 batches | rec 0.19, adv 0.68, |lvar| 1425.97, loss_d 1.41, loss 7.03, |
| | epoch 8 | 4100/ 12000 batches | rec 0.05, adv 0.69, |lvar| 1661.62, loss_d 1.40, loss 6.90, |
| | epoch 8 | 4200/ 12000 batches | rec 0.12, adv 0.68, |lvar| 1701.95, loss_d 1.42, loss 6.94, |
| | epoch 8 | 4300/ 12000 batches | rec 0.05, adv 0.69, |lvar| 1687.39, loss_d 1.41, loss 6.91, |
| | epoch 8 | 4400/ 12000 batches | rec 0.13, adv 0.68, |lvar| 1830.93, loss_d 1.41, loss 6.95, |
| | epoch 8 | 4500/ 12000 batches | rec 0.35, adv 0.69, |lvar| 1805.93, loss_d 1.40, loss 7.27, |
| | epoch 8 | 4600/ 12000 batches | rec 0.04, adv 0.68, |lvar| 2008.44, loss_d 1.41, loss 6.88, |
| | epoch 8 | 4700/ 12000 batches | rec 0.18, adv 0.68, |lvar| 1667.24, loss_d 1.41, loss 7.01, |
| | epoch 8 | 4800/ 12000 batches | rec 0.06, adv 0.69, |lvar| 1474.18, loss_d 1.39, loss 6.97, |
| | epoch 8 | 4900/ 12000 batches | rec 0.06, adv 0.68, |lvar| 1635.85, loss_d 1.40, loss 6.89, |
| | epoch 8 | 5000/ 12000 batches | rec 0.11, adv 0.68, |lvar| 1809.86, loss_d 1.41, loss 6.92, |
| | epoch 8 | 5100/ 12000 batches | rec 0.07, adv 0.69, |lvar| 2114.53, loss_d 1.41, loss 6.94, |
| | epoch 8 | 5200/ 12000 batches | rec 0.10, adv 0.69, |lvar| 1622.19, loss_d 1.41, loss 6.97, |
| | epoch 8 | 5300/ 12000 batches | rec 0.12, adv 0.68, |lvar| 1783.84, loss_d 1.41, loss 6.95, |
| | epoch 8 | 5400/ 12000 batches | rec 0.04, adv 0.68, |lvar| 1769.42, loss_d 1.41, loss 6.88, |
| | epoch 8 | 5500/ 12000 batches | rec 0.18, adv 0.68, |lvar| 1795.50, loss_d 1.41, loss 6.99, |
| | epoch 8 | 5600/ 12000 batches | rec 0.03, adv 0.69, |lvar| 1748.90, loss_d 1.40, loss 6.89, |
| | epoch 8 | 5700/ 12000 batches | rec 0.04, adv 0.69, |lvar| 1526.49, loss_d 1.40, loss 6.91, |
| | epoch 8 | 5800/ 12000 batches | rec 0.03, adv 0.68, |lvar| 2060.73, loss_d 1.41, loss 6.88, |
| | epoch 8 | 5900/ 12000 batches | rec 0.10, adv 0.68, |lvar| 1721.91, loss_d 1.41, loss 6.95, |
| | epoch 8 | 6000/ 12000 batches | rec 0.20, adv 0.69, |lvar| 1680.94, loss_d 1.41, loss 7.05, |
| | epoch 8 | 6100/ 12000 batches | rec 0.03, adv 0.69, |lvar| 1742.03, loss_d 1.39, loss 6.94, |
| | epoch 8 | 6200/ 12000 batches | rec 0.12, adv 0.69, |lvar| 1688.50, loss_d 1.39, loss 6.97, |
| | epoch 8 | 6300/ 12000 batches | rec 0.19, adv 0.69, |lvar| 1693.08, loss_d 1.38, loss 7.13, |
| | epoch 8 | 6400/ 12000 batches | rec 0.05, adv 0.69, |lvar| 1696.24, loss_d 1.40, loss 6.97, |
| | epoch 8 | 6500/ 12000 batches | rec 0.21, adv 0.69, |lvar| 1584.83, loss_d 1.40, loss 7.11, |
| | epoch 8 | 6600/ 12000 batches | rec 0.24, adv 0.68, |lvar| 1672.51, loss_d 1.40, loss 7.08, |
| | epoch 8 | 6700/ 12000 batches | rec 0.05, adv 0.69, |lvar| 1697.18, loss_d 1.40, loss 6.97, |
| | epoch 8 | 6800/ 12000 batches | rec 0.33, adv 0.69, |lvar| 1785.26, loss_d 1.40, loss 7.21, |
| | epoch 8 | 6900/ 12000 batches | rec 0.25, adv 0.69, |lvar| 1729.94, loss_d 1.40, loss 7.13, |
| | epoch 8 | 7000/ 12000 batches | rec 0.10, adv 0.69, |lvar| 1900.67, loss_d 1.40, loss 7.00, |
| | epoch 8 | 7100/ 12000 batches | rec 0.06, adv 0.68, |lvar| 1520.15, loss_d 1.40, loss 6.90, |
| | epoch 8 | 7200/ 12000 batches | rec 0.40, adv 0.69, |lvar| 1575.55, loss_d 1.40, loss 7.27, |
| | epoch 8 | 7300/ 12000 batches | rec 0.06, adv 0.69, |lvar| 1379.87, loss_d 1.40, loss 7.01, |
| | epoch 8 | 7400/ 12000 batches | rec 0.20, adv 0.69, |lvar| 1454.51, loss_d 1.39, loss 7.06, |
| | epoch 8 | 7500/ 12000 batches | rec 0.06, adv 0.68, |lvar| 1895.71, loss_d 1.42, loss 6.90, |
| | epoch 8 | 7600/ 12000 batches | rec 0.21, adv 0.68, |lvar| 1903.42, loss_d 1.41, loss 7.06, |
| | epoch 8 | 7700/ 12000 batches | rec 0.05, adv 0.69, |lvar| 1757.24, loss_d 1.41, loss 6.95, |
| | epoch 8 | 7800/ 12000 batches | rec 0.32, adv 0.68, |lvar| 1925.36, loss_d 1.41, loss 7.11, |
| | epoch 8 | 7900/ 12000 batches | rec 0.05, adv 0.69, |lvar| 1709.82, loss_d 1.41, loss 6.91, |
| | epoch 8 | 8000/ 12000 batches | rec 0.17, adv 0.69, |lvar| 1648.64, loss_d 1.40, loss 7.04, |
| | epoch 8 | 8100/ 12000 batches | rec 0.17, adv 0.68, |lvar| 1628.44, loss_d 1.40, loss 7.01, |
| | epoch 8 | 8200/ 12000 batches | rec 0.07, adv 0.69, |lvar| 1489.38, loss_d 1.40, loss 6.98, |
| | epoch 8 | 8300/ 12000 batches | rec 0.05, adv 0.69, |lvar| 1841.11, loss_d 1.41, loss 6.90, |
| | epoch 8 | 8400/ 12000 batches | rec 0.21, adv 0.69, |lvar| 1727.07, loss_d 1.40, loss 7.08, |
| | epoch 8 | 8500/ 12000 batches | rec 0.17, adv 0.69, |lvar| 1508.69, loss_d 1.39, loss 7.05, |
| | epoch 8 | 8600/ 12000 batches | rec 0.33, adv 0.69, |lvar| 1511.78, loss_d 1.40, loss 7.24, |
| | epoch 8 | 8700/ 12000 batches | rec 0.08, adv 0.69, |lvar| 1711.24, loss_d 1.39, loss 6.99, |
| | epoch 8 | 8800/ 12000 batches | rec 0.06, adv 0.68, |lvar| 1594.80, loss_d 1.42, loss 6.91, |
| | epoch 8 | 8900/ 12000 batches | rec 0.06, adv 0.68, |lvar| 1961.64, loss_d 1.40, loss 6.90, |
| | epoch 8 | 9000/ 12000 batches | rec 0.05, adv 0.69, |lvar| 1674.81, loss_d 1.41, loss 6.92, |
| | epoch 8 | 9100/ 12000 batches | rec 0.17, adv 0.68, |lvar| 1516.92, loss_d 1.41, loss 7.00, |
| | epoch 8 | 9200/ 12000 batches | rec 0.11, adv 0.69, |lvar| 1331.44, loss_d 1.39, loss 7.04, |
| | epoch 8 | 9300/ 12000 batches | rec 0.04, adv 0.69, |lvar| 1424.56, loss_d 1.39, loss 6.94, |
| | epoch 8 | 9400/ 12000 batches | rec 0.12, adv 0.69, |lvar| 1377.47, loss_d 1.40, loss 7.01, |
| | epoch 8 | 9500/ 12000 batches | rec 0.25, adv 0.69, |lvar| 1447.32, loss_d 1.40, loss 7.15, |
| | epoch 8 | 9600/ 12000 batches | rec 0.10, adv 0.69, |lvar| 1689.43, loss_d 1.41, loss 6.97, |
| | epoch 8 | 9700/ 12000 batches | rec 0.24, adv 0.69, |lvar| 1967.01, loss_d 1.41, loss 7.09, |
| | epoch 8 | 9800/ 12000 batches | rec 0.09, adv 0.69, |lvar| 1682.01, loss_d 1.40, loss 6.97, |
| | epoch 8 | 9900/ 12000 batches | rec 0.37, adv 0.69, |lvar| 1722.53, loss_d 1.39, loss 7.24, |
| | epoch 8 | 10000/ 12000 batches | rec 0.13, adv 0.69, |lvar| 1582.17, loss_d 1.40, loss 7.04, |
| | epoch 8 | 10100/ 12000 batches | rec 0.19, adv 0.69, |lvar| 1501.79, loss_d 1.41, loss 7.05, |
| | epoch 8 | 10200/ 12000 batches | rec 0.05, adv 0.69, |lvar| 1685.25, loss_d 1.41, loss 6.91, |
| | epoch 8 | 10300/ 12000 batches | rec 0.05, adv 0.68, |lvar| 1856.03, loss_d 1.41, loss 6.88, |
| | epoch 8 | 10400/ 12000 batches | rec 0.04, adv 0.68, |lvar| 1674.52, loss_d 1.41, loss 6.87, |
| | epoch 8 | 10500/ 12000 batches | rec 0.29, adv 0.69, |lvar| 1777.70, loss_d 1.40, loss 7.22, |
| | epoch 8 | 10600/ 12000 batches | rec 0.04, adv 0.69, |lvar| 1569.86, loss_d 1.40, loss 6.93, |
| | epoch 8 | 10700/ 12000 batches | rec 0.14, adv 0.68, |lvar| 1619.96, loss_d 1.40, loss 6.96, |
| | epoch 8 | 10800/ 12000 batches | rec 0.07, adv 0.69, |lvar| 1693.24, loss_d 1.40, loss 6.95, |
| | epoch 8 | 10900/ 12000 batches | rec 0.18, adv 0.68, |lvar| 1628.09, loss_d 1.40, loss 7.01, |
| | epoch 8 | 11000/ 12000 batches | rec 0.05, adv 0.69, |lvar| 1661.41, loss_d 1.40, loss 6.95, |
| | epoch 8 | 11100/ 12000 batches | rec 0.18, adv 0.69, |lvar| 1607.61, loss_d 1.41, loss 7.03, |
| | epoch 8 | 11200/ 12000 batches | rec 0.07, adv 0.69, |lvar| 1310.31, loss_d 1.39, loss 7.00, |
| | epoch 8 | 11300/ 12000 batches | rec 0.09, adv 0.69, |lvar| 1380.82, loss_d 1.39, loss 7.01, |
| | epoch 8 | 11400/ 12000 batches | rec 0.21, adv 0.69, |lvar| 1861.96, loss_d 1.40, loss 7.08, |
| | epoch 8 | 11500/ 12000 batches | rec 0.21, adv 0.68, |lvar| 1653.55, loss_d 1.41, loss 7.03, |
| | epoch 8 | 11600/ 12000 batches | rec 0.04, adv 0.69, |lvar| 1603.57, loss_d 1.40, loss 6.97, |
| | epoch 8 | 11700/ 12000 batches | rec 0.05, adv 0.69, |lvar| 1679.03, loss_d 1.40, loss 6.91, |
| | epoch 8 | 11800/ 12000 batches | rec 0.10, adv 0.68, |lvar| 1696.80, loss_d 1.41, loss 6.93, |
| | epoch 8 | 11900/ 12000 batches | rec 0.26, adv 0.68, |lvar| 1901.34, loss_d 1.42, loss 7.07, |
| | epoch 8 | 12000/ 12000 batches | rec 0.04, adv 0.69, |lvar| 1669.48, loss_d 1.40, loss 6.93, |
| -------------------------------------------------------------------------------- |
| | end of epoch 8| time 95684s| valid rec 0.03, adv 0.68, |lvar| 1964.82, loss_d 1.41, loss 6.86, |
| -------------------------------------------------------------------------------- |
| | epoch 9 | 100/ 12000 batches | rec 0.04, adv 0.69, |lvar| 1544.50, loss_d 1.40, loss 6.92, |
| | epoch 9 | 200/ 12000 batches | rec 0.18, adv 0.68, |lvar| 1716.54, loss_d 1.41, loss 7.01, |
| | epoch 9 | 300/ 12000 batches | rec 0.05, adv 0.68, |lvar| 1458.08, loss_d 1.42, loss 6.85, |
| | epoch 9 | 400/ 12000 batches | rec 0.04, adv 0.69, |lvar| 1379.33, loss_d 1.41, loss 6.92, |
| | epoch 9 | 500/ 12000 batches | rec 0.45, adv 0.68, |lvar| 1696.83, loss_d 1.41, loss 7.27, |
| | epoch 9 | 600/ 12000 batches | rec 0.05, adv 0.69, |lvar| 1552.10, loss_d 1.40, loss 6.96, |
| | epoch 9 | 700/ 12000 batches | rec 0.05, adv 0.68, |lvar| 1871.74, loss_d 1.42, loss 6.86, |
| | epoch 9 | 800/ 12000 batches | rec 0.15, adv 0.68, |lvar| 1784.72, loss_d 1.42, loss 6.95, |
| | epoch 9 | 900/ 12000 batches | rec 0.12, adv 0.69, |lvar| 1564.22, loss_d 1.40, loss 6.98, |
| | epoch 9 | 1000/ 12000 batches | rec 0.04, adv 0.69, |lvar| 1778.31, loss_d 1.40, loss 6.94, |
| | epoch 9 | 1100/ 12000 batches | rec 0.12, adv 0.68, |lvar| 1858.71, loss_d 1.41, loss 6.95, |
| | epoch 9 | 1200/ 12000 batches | rec 0.04, adv 0.68, |lvar| 1781.23, loss_d 1.41, loss 6.85, |
| | epoch 9 | 1300/ 12000 batches | rec 0.03, adv 0.68, |lvar| 1570.54, loss_d 1.42, loss 6.86, |
| | epoch 9 | 1400/ 12000 batches | rec 0.10, adv 0.68, |lvar| 2083.68, loss_d 1.41, loss 6.94, |
| | epoch 9 | 1500/ 12000 batches | rec 0.03, adv 0.69, |lvar| 1517.91, loss_d 1.40, loss 6.89, |
| | epoch 9 | 1600/ 12000 batches | rec 0.07, adv 0.69, |lvar| 1687.34, loss_d 1.40, loss 6.95, |
| | epoch 9 | 1700/ 12000 batches | rec 0.14, adv 0.68, |lvar| 1567.99, loss_d 1.40, loss 6.97, |
| | epoch 9 | 1800/ 12000 batches | rec 0.10, adv 0.69, |lvar| 1707.72, loss_d 1.41, loss 6.99, |
| | epoch 9 | 1900/ 12000 batches | rec 0.03, adv 0.69, |lvar| 1782.04, loss_d 1.40, loss 6.90, |
| | epoch 9 | 2000/ 12000 batches | rec 0.42, adv 0.69, |lvar| 1600.38, loss_d 1.41, loss 7.28, |
| | epoch 9 | 2100/ 12000 batches | rec 0.16, adv 0.68, |lvar| 1663.70, loss_d 1.40, loss 7.00, |
| | epoch 9 | 2200/ 12000 batches | rec 0.04, adv 0.69, |lvar| 1719.73, loss_d 1.40, loss 6.93, |
| | epoch 9 | 2300/ 12000 batches | rec 0.22, adv 0.69, |lvar| 1429.73, loss_d 1.40, loss 7.09, |
| | epoch 9 | 2400/ 12000 batches | rec 0.04, adv 0.69, |lvar| 1597.06, loss_d 1.40, loss 6.92, |
| | epoch 9 | 2500/ 12000 batches | rec 0.16, adv 0.69, |lvar| 1765.68, loss_d 1.40, loss 7.04, |
| | epoch 9 | 2600/ 12000 batches | rec 0.04, adv 0.69, |lvar| 1908.25, loss_d 1.40, loss 6.90, |
| | epoch 9 | 2700/ 12000 batches | rec 0.32, adv 0.69, |lvar| 1857.95, loss_d 1.40, loss 7.20, |
| | epoch 9 | 2800/ 12000 batches | rec 0.04, adv 0.69, |lvar| 1703.37, loss_d 1.40, loss 6.93, |
| | epoch 9 | 2900/ 12000 batches | rec 0.05, adv 0.68, |lvar| 1974.58, loss_d 1.40, loss 6.89, |
| | epoch 9 | 3000/ 12000 batches | rec 0.08, adv 0.69, |lvar| 1635.14, loss_d 1.40, loss 6.97, |
| | epoch 9 | 3100/ 12000 batches | rec 0.16, adv 0.68, |lvar| 1757.16, loss_d 1.40, loss 7.00, |
| | epoch 9 | 3200/ 12000 batches | rec 0.06, adv 0.69, |lvar| 1814.89, loss_d 1.40, loss 6.96, |
| | epoch 9 | 3300/ 12000 batches | rec 0.03, adv 0.69, |lvar| 1817.13, loss_d 1.40, loss 6.93, |
| | epoch 9 | 3400/ 12000 batches | rec 0.36, adv 0.69, |lvar| 1694.92, loss_d 1.39, loss 7.21, |
| | epoch 9 | 3500/ 12000 batches | rec 0.09, adv 0.69, |lvar| 1540.47, loss_d 1.39, loss 7.03, |
| | epoch 9 | 3600/ 12000 batches | rec 0.13, adv 0.69, |lvar| 1541.59, loss_d 1.38, loss 7.06, |
| | epoch 9 | 3700/ 12000 batches | rec 0.32, adv 0.69, |lvar| 1763.60, loss_d 1.39, loss 7.26, |
| | epoch 9 | 3800/ 12000 batches | rec 0.09, adv 0.69, |lvar| 1694.28, loss_d 1.38, loss 6.98, |
| | epoch 9 | 3900/ 12000 batches | rec 0.14, adv 0.69, |lvar| 1693.29, loss_d 1.41, loss 7.05, |
| | epoch 9 | 4000/ 12000 batches | rec 0.22, adv 0.69, |lvar| 1732.27, loss_d 1.39, loss 7.14, |
| | epoch 9 | 4100/ 12000 batches | rec 0.10, adv 0.69, |lvar| 1481.17, loss_d 1.41, loss 7.01, |
| | epoch 9 | 4200/ 12000 batches | rec 0.23, adv 0.68, |lvar| 1563.38, loss_d 1.40, loss 7.06, |
| | epoch 9 | 4300/ 12000 batches | rec 0.23, adv 0.69, |lvar| 1644.98, loss_d 1.40, loss 7.10, |
| | epoch 9 | 4400/ 12000 batches | rec 0.09, adv 0.70, |lvar| 1497.45, loss_d 1.38, loss 7.06, |
| | epoch 9 | 4500/ 12000 batches | rec 0.21, adv 0.69, |lvar| 1735.68, loss_d 1.40, loss 7.09, |
| | epoch 9 | 4600/ 12000 batches | rec 0.31, adv 0.69, |lvar| 1709.27, loss_d 1.41, loss 7.23, |
| | epoch 9 | 4700/ 12000 batches | rec 0.10, adv 0.69, |lvar| 1742.62, loss_d 1.38, loss 7.05, |
| | epoch 9 | 4800/ 12000 batches | rec 0.31, adv 0.70, |lvar| 1758.38, loss_d 1.39, loss 7.27, |
| | epoch 9 | 4900/ 12000 batches | rec 0.16, adv 0.69, |lvar| 1541.03, loss_d 1.44, loss 7.03, |
| | epoch 9 | 5000/ 12000 batches | rec 0.19, adv 0.68, |lvar| 1548.39, loss_d 1.42, loss 7.03, |
| | epoch 9 | 5100/ 12000 batches | rec 0.07, adv 0.67, |lvar| 1680.72, loss_d 1.43, loss 6.80, |
| | epoch 9 | 5200/ 12000 batches | rec 0.27, adv 0.68, |lvar| 1772.12, loss_d 1.43, loss 7.03, |
| | epoch 9 | 5300/ 12000 batches | rec 0.12, adv 0.69, |lvar| 1872.10, loss_d 1.42, loss 7.00, |
| | epoch 9 | 5400/ 12000 batches | rec 0.19, adv 0.68, |lvar| 1792.03, loss_d 1.42, loss 6.98, |
| | epoch 9 | 5500/ 12000 batches | rec 0.08, adv 0.69, |lvar| 1679.23, loss_d 1.41, loss 6.94, |
| | epoch 9 | 5600/ 12000 batches | rec 0.06, adv 0.68, |lvar| 1832.84, loss_d 1.42, loss 6.88, |
| | epoch 9 | 5700/ 12000 batches | rec 0.37, adv 0.69, |lvar| 1772.28, loss_d 1.41, loss 7.22, |
| | epoch 9 | 5800/ 12000 batches | rec 0.06, adv 0.68, |lvar| 1829.28, loss_d 1.41, loss 6.90, |
| | epoch 9 | 5900/ 12000 batches | rec 0.13, adv 0.68, |lvar| 1810.04, loss_d 1.41, loss 6.93, |
| | epoch 9 | 6000/ 12000 batches | rec 0.11, adv 0.68, |lvar| 2148.90, loss_d 1.41, loss 6.94, |
| | epoch 9 | 6100/ 12000 batches | rec 0.04, adv 0.69, |lvar| 2040.25, loss_d 1.41, loss 6.90, |
| | epoch 9 | 6200/ 12000 batches | rec 0.06, adv 0.69, |lvar| 1534.23, loss_d 1.41, loss 6.93, |
| | epoch 9 | 6300/ 12000 batches | rec 0.07, adv 0.68, |lvar| 1337.81, loss_d 1.40, loss 6.90, |
| | epoch 9 | 6400/ 12000 batches | rec 0.04, adv 0.69, |lvar| 1644.04, loss_d 1.41, loss 6.90, |
| | epoch 9 | 6500/ 12000 batches | rec 0.03, adv 0.68, |lvar| 1898.93, loss_d 1.41, loss 6.83, |
| | epoch 9 | 6600/ 12000 batches | rec 0.05, adv 0.68, |lvar| 2129.63, loss_d 1.41, loss 6.90, |
| | epoch 9 | 6700/ 12000 batches | rec 0.03, adv 0.69, |lvar| 1525.00, loss_d 1.40, loss 6.91, |
| | epoch 9 | 6800/ 12000 batches | rec 0.09, adv 0.69, |lvar| 1893.12, loss_d 1.40, loss 6.95, |
| | epoch 9 | 6900/ 12000 batches | rec 0.10, adv 0.68, |lvar| 1757.75, loss_d 1.40, loss 6.95, |
| | epoch 9 | 7000/ 12000 batches | rec 0.03, adv 0.69, |lvar| 1657.45, loss_d 1.41, loss 6.89, |
| | epoch 9 | 7100/ 12000 batches | rec 0.03, adv 0.68, |lvar| 1958.57, loss_d 1.41, loss 6.87, |
| | epoch 9 | 7200/ 12000 batches | rec 0.17, adv 0.69, |lvar| 1646.95, loss_d 1.39, loss 7.07, |
| | epoch 9 | 7300/ 12000 batches | rec 0.13, adv 0.69, |lvar| 1739.47, loss_d 1.40, loss 7.03, |
| | epoch 9 | 7400/ 12000 batches | rec 0.05, adv 0.69, |lvar| 1838.09, loss_d 1.40, loss 6.93, |
| | epoch 9 | 7500/ 12000 batches | rec 0.07, adv 0.69, |lvar| 1694.50, loss_d 1.39, loss 6.96, |
| | epoch 9 | 7600/ 12000 batches | rec 0.04, adv 0.69, |lvar| 1849.92, loss_d 1.40, loss 6.90, |
| | epoch 9 | 7700/ 12000 batches | rec 0.03, adv 0.68, |lvar| 1984.81, loss_d 1.40, loss 6.88, |
| | epoch 9 | 7800/ 12000 batches | rec 0.09, adv 0.69, |lvar| 1712.72, loss_d 1.40, loss 6.99, |
| | epoch 9 | 7900/ 12000 batches | rec 0.08, adv 0.69, |lvar| 1810.58, loss_d 1.40, loss 6.95, |
| | epoch 9 | 8000/ 12000 batches | rec 0.04, adv 0.69, |lvar| 2266.27, loss_d 1.40, loss 6.93, |
| | epoch 9 | 8100/ 12000 batches | rec 0.08, adv 0.69, |lvar| 1799.98, loss_d 1.39, loss 6.99, |
| | epoch 9 | 8200/ 12000 batches | rec 0.09, adv 0.69, |lvar| 1848.85, loss_d 1.40, loss 6.98, |
| | epoch 9 | 8300/ 12000 batches | rec 0.20, adv 0.69, |lvar| 2034.95, loss_d 1.40, loss 7.07, |
| | epoch 9 | 8400/ 12000 batches | rec 0.11, adv 0.69, |lvar| 1708.97, loss_d 1.38, loss 7.05, |
| | epoch 9 | 8500/ 12000 batches | rec 0.10, adv 0.70, |lvar| 1879.46, loss_d 1.38, loss 7.06, |
| | epoch 9 | 8600/ 12000 batches | rec 0.17, adv 0.69, |lvar| 2105.70, loss_d 1.40, loss 7.06, |
| | epoch 9 | 8700/ 12000 batches | rec 0.18, adv 0.69, |lvar| 1976.89, loss_d 1.40, loss 7.09, |
| | epoch 9 | 8800/ 12000 batches | rec 0.08, adv 0.69, |lvar| 1931.59, loss_d 1.41, loss 6.98, |
| | epoch 9 | 8900/ 12000 batches | rec 0.16, adv 0.68, |lvar| 1679.55, loss_d 1.40, loss 7.00, |
| | epoch 9 | 9000/ 12000 batches | rec 0.16, adv 0.70, |lvar| 1717.86, loss_d 1.39, loss 7.11, |
| | epoch 9 | 9100/ 12000 batches | rec 0.18, adv 0.68, |lvar| 1748.46, loss_d 1.39, loss 7.03, |
| | epoch 9 | 9200/ 12000 batches | rec 0.22, adv 0.69, |lvar| 1816.76, loss_d 1.41, loss 7.10, |
| | epoch 9 | 9300/ 12000 batches | rec 0.14, adv 0.69, |lvar| 1792.97, loss_d 1.39, loss 7.05, |
| | epoch 9 | 9400/ 12000 batches | rec 0.19, adv 0.68, |lvar| 1923.75, loss_d 1.42, loss 7.02, |
| | epoch 9 | 9500/ 12000 batches | rec 0.45, adv 0.67, |lvar| 1893.55, loss_d 1.44, loss 7.18, |
| | epoch 9 | 9600/ 12000 batches | rec 0.13, adv 0.69, |lvar| 1793.36, loss_d 1.42, loss 6.99, |
| | epoch 9 | 9700/ 12000 batches | rec 0.35, adv 0.69, |lvar| 1622.60, loss_d 1.41, loss 7.21, |
| | epoch 9 | 9800/ 12000 batches | rec 0.07, adv 0.68, |lvar| 1812.81, loss_d 1.43, loss 6.87, |
| | epoch 9 | 9900/ 12000 batches | rec 0.18, adv 0.68, |lvar| 1695.67, loss_d 1.42, loss 6.94, |
| | epoch 9 | 10000/ 12000 batches | rec 0.21, adv 0.69, |lvar| 1984.81, loss_d 1.42, loss 7.06, |
| | epoch 9 | 10100/ 12000 batches | rec 0.08, adv 0.68, |lvar| 1756.45, loss_d 1.40, loss 6.89, |
| | epoch 9 | 10200/ 12000 batches | rec 0.25, adv 0.61, |lvar| 1867.72, loss_d 1.55, loss 6.36, |
| | epoch 9 | 10300/ 12000 batches | rec 0.29, adv 0.68, |lvar| 1459.05, loss_d 1.47, loss 7.13, |
| | epoch 9 | 10400/ 12000 batches | rec 0.25, adv 0.69, |lvar| 1709.90, loss_d 1.42, loss 7.18, |
| | epoch 9 | 10500/ 12000 batches | rec 0.18, adv 0.67, |lvar| 2323.42, loss_d 1.44, loss 6.92, |
| | epoch 9 | 10600/ 12000 batches | rec 0.17, adv 0.68, |lvar| 2014.19, loss_d 1.44, loss 6.95, |
| | epoch 9 | 10700/ 12000 batches | rec 0.13, adv 0.68, |lvar| 1756.71, loss_d 1.43, loss 6.93, |
| | epoch 9 | 10800/ 12000 batches | rec 0.06, adv 0.68, |lvar| 1638.24, loss_d 1.44, loss 6.84, |
| | epoch 9 | 10900/ 12000 batches | rec 0.14, adv 0.67, |lvar| 1855.84, loss_d 1.43, loss 6.88, |
| | epoch 9 | 11000/ 12000 batches | rec 0.11, adv 0.68, |lvar| 1987.11, loss_d 1.43, loss 6.91, |
| | epoch 9 | 11100/ 12000 batches | rec 0.10, adv 0.68, |lvar| 1594.89, loss_d 1.43, loss 6.90, |
| | epoch 9 | 11200/ 12000 batches | rec 0.08, adv 0.68, |lvar| 1922.87, loss_d 1.41, loss 6.87, |
| | epoch 9 | 11300/ 12000 batches | rec 0.06, adv 0.69, |lvar| 1562.09, loss_d 1.41, loss 6.92, |
| | epoch 9 | 11400/ 12000 batches | rec 0.11, adv 0.69, |lvar| 1587.21, loss_d 1.40, loss 6.98, |
| | epoch 9 | 11500/ 12000 batches | rec 0.04, adv 0.68, |lvar| 1798.63, loss_d 1.41, loss 6.85, |
| | epoch 9 | 11600/ 12000 batches | rec 0.12, adv 0.68, |lvar| 1623.83, loss_d 1.41, loss 6.96, |
| | epoch 9 | 11700/ 12000 batches | rec 0.13, adv 0.69, |lvar| 1638.73, loss_d 1.40, loss 7.00, |
| | epoch 9 | 11800/ 12000 batches | rec 0.04, adv 0.68, |lvar| 1844.68, loss_d 1.41, loss 6.89, |
| | epoch 9 | 11900/ 12000 batches | rec 0.16, adv 0.69, |lvar| 1731.51, loss_d 1.41, loss 7.02, |
| | epoch 9 | 12000/ 12000 batches | rec 0.03, adv 0.69, |lvar| 1595.87, loss_d 1.41, loss 6.90, |
| -------------------------------------------------------------------------------- |
| | end of epoch 9| time 96141s| valid rec 0.01, adv 0.69, |lvar| 1495.94, loss_d 1.41, loss 6.94, |
| -------------------------------------------------------------------------------- |
| | epoch 10 | 100/ 12000 batches | rec 0.03, adv 0.69, |lvar| 1824.37, loss_d 1.40, loss 6.90, |
| | epoch 10 | 200/ 12000 batches | rec 0.22, adv 0.68, |lvar| 1812.31, loss_d 1.42, loss 6.98, |
| | epoch 10 | 300/ 12000 batches | rec 0.06, adv 0.69, |lvar| 1533.07, loss_d 1.40, loss 7.00, |
| | epoch 10 | 400/ 12000 batches | rec 0.12, adv 0.69, |lvar| 1537.97, loss_d 1.40, loss 7.01, |
| | epoch 10 | 500/ 12000 batches | rec 0.05, adv 0.69, |lvar| 1738.09, loss_d 1.40, loss 6.90, |
| | epoch 10 | 600/ 12000 batches | rec 0.14, adv 0.68, |lvar| 1617.40, loss_d 1.40, loss 6.96, |
| | epoch 10 | 700/ 12000 batches | rec 0.03, adv 0.69, |lvar| 2040.85, loss_d 1.41, loss 6.92, |
| | epoch 10 | 800/ 12000 batches | rec 0.10, adv 0.69, |lvar| 1669.38, loss_d 1.40, loss 6.96, |
| | epoch 10 | 900/ 12000 batches | rec 0.03, adv 0.69, |lvar| 1874.19, loss_d 1.40, loss 6.90, |
| | epoch 10 | 1000/ 12000 batches | rec 0.03, adv 0.68, |lvar| 1932.39, loss_d 1.41, loss 6.86, |
| | epoch 10 | 1100/ 12000 batches | rec 0.07, adv 0.68, |lvar| 2110.10, loss_d 1.41, loss 6.89, |
| | epoch 10 | 1200/ 12000 batches | rec 0.11, adv 0.68, |lvar| 1787.27, loss_d 1.41, loss 6.96, |
| | epoch 10 | 1300/ 12000 batches | rec 0.03, adv 0.69, |lvar| 1622.97, loss_d 1.40, loss 6.90, |
| | epoch 10 | 1400/ 12000 batches | rec 0.16, adv 0.69, |lvar| 1974.60, loss_d 1.40, loss 7.02, |
| | epoch 10 | 1500/ 12000 batches | rec 0.04, adv 0.69, |lvar| 1667.32, loss_d 1.40, loss 6.91, |
| | epoch 10 | 1600/ 12000 batches | rec 0.04, adv 0.68, |lvar| 1796.76, loss_d 1.40, loss 6.89, |
| | epoch 10 | 1700/ 12000 batches | rec 0.10, adv 0.69, |lvar| 1693.92, loss_d 1.40, loss 6.98, |
| | epoch 10 | 1800/ 12000 batches | rec 0.03, adv 0.69, |lvar| 1701.75, loss_d 1.40, loss 6.91, |
| | epoch 10 | 1900/ 12000 batches | rec 0.08, adv 0.69, |lvar| 2014.59, loss_d 1.39, loss 6.96, |
| | epoch 10 | 2000/ 12000 batches | rec 0.03, adv 0.69, |lvar| 1745.62, loss_d 1.40, loss 6.96, |
| | epoch 10 | 2100/ 12000 batches | rec 0.32, adv 0.69, |lvar| 1959.95, loss_d 1.40, loss 7.20, |
| | epoch 10 | 2200/ 12000 batches | rec 0.13, adv 0.69, |lvar| 1666.51, loss_d 1.40, loss 6.99, |
| | epoch 10 | 2300/ 12000 batches | rec 0.04, adv 0.69, |lvar| 1679.68, loss_d 1.40, loss 6.94, |
| | epoch 10 | 2400/ 12000 batches | rec 0.04, adv 0.68, |lvar| 1693.96, loss_d 1.40, loss 6.87, |
| | epoch 10 | 2500/ 12000 batches | rec 0.06, adv 0.69, |lvar| 2046.15, loss_d 1.40, loss 6.93, |
| | epoch 10 | 2600/ 12000 batches | rec 0.12, adv 0.69, |lvar| 1890.38, loss_d 1.40, loss 6.97, |
| | epoch 10 | 2700/ 12000 batches | rec 0.06, adv 0.69, |lvar| 1795.69, loss_d 1.40, loss 6.96, |
| | epoch 10 | 2800/ 12000 batches | rec 0.07, adv 0.69, |lvar| 1729.09, loss_d 1.40, loss 6.96, |
| | epoch 10 | 2900/ 12000 batches | rec 0.05, adv 0.69, |lvar| 1554.76, loss_d 1.40, loss 6.94, |
| | epoch 10 | 3000/ 12000 batches | rec 0.15, adv 0.69, |lvar| 1584.10, loss_d 1.40, loss 7.04, |
| | epoch 10 | 3100/ 12000 batches | rec 0.07, adv 0.69, |lvar| 1611.51, loss_d 1.39, loss 6.97, |
| | epoch 10 | 3200/ 12000 batches | rec 0.20, adv 0.69, |lvar| 1535.39, loss_d 1.39, loss 7.12, |
| | epoch 10 | 3300/ 12000 batches | rec 0.15, adv 0.69, |lvar| 1458.59, loss_d 1.37, loss 7.07, |
| | epoch 10 | 3400/ 12000 batches | rec 0.45, adv 0.70, |lvar| 1574.35, loss_d 1.40, loss 7.42, |
| | epoch 10 | 3500/ 12000 batches | rec 0.08, adv 0.70, |lvar| 1562.65, loss_d 1.40, loss 7.04, |
| | epoch 10 | 3600/ 12000 batches | rec 0.06, adv 0.69, |lvar| 1533.50, loss_d 1.40, loss 6.92, |
| | epoch 10 | 3700/ 12000 batches | rec 0.14, adv 0.68, |lvar| 1749.64, loss_d 1.42, loss 6.91, |
| | epoch 10 | 3800/ 12000 batches | rec 0.08, adv 0.69, |lvar| 1633.33, loss_d 1.41, loss 7.01, |
| | epoch 10 | 3900/ 12000 batches | rec 0.18, adv 0.69, |lvar| 1744.22, loss_d 1.39, loss 7.06, |
| | epoch 10 | 4000/ 12000 batches | rec 0.13, adv 0.69, |lvar| 1723.00, loss_d 1.41, loss 7.00, |
| | epoch 10 | 4100/ 12000 batches | rec 0.04, adv 0.68, |lvar| 1642.77, loss_d 1.39, loss 6.89, |
| | epoch 10 | 4200/ 12000 batches | rec 0.23, adv 0.69, |lvar| 1861.66, loss_d 1.40, loss 7.15, |
| | epoch 10 | 4300/ 12000 batches | rec 0.09, adv 0.69, |lvar| 1707.65, loss_d 1.41, loss 6.98, |
| | epoch 10 | 4400/ 12000 batches | rec 0.24, adv 0.68, |lvar| 1765.01, loss_d 1.41, loss 7.05, |
| | epoch 10 | 4500/ 12000 batches | rec 0.06, adv 0.69, |lvar| 1506.03, loss_d 1.39, loss 7.00, |
| | epoch 10 | 4600/ 12000 batches | rec 0.08, adv 0.69, |lvar| 1600.22, loss_d 1.39, loss 6.99, |
| | epoch 10 | 4700/ 12000 batches | rec 0.14, adv 0.69, |lvar| 2136.99, loss_d 1.40, loss 7.06, |
| | epoch 10 | 4800/ 12000 batches | rec 0.19, adv 0.69, |lvar| 2005.50, loss_d 1.40, loss 7.06, |
| | epoch 10 | 4900/ 12000 batches | rec 0.12, adv 0.69, |lvar| 1856.67, loss_d 1.39, loss 7.00, |
| | epoch 10 | 5000/ 12000 batches | rec 0.19, adv 0.69, |lvar| 2082.67, loss_d 1.40, loss 7.14, |
| | epoch 10 | 5100/ 12000 batches | rec 0.17, adv 0.69, |lvar| 1981.21, loss_d 1.40, loss 7.03, |
| | epoch 10 | 5200/ 12000 batches | rec 0.14, adv 0.69, |lvar| 2008.89, loss_d 1.40, loss 7.01, |
| | epoch 10 | 5300/ 12000 batches | rec 0.36, adv 0.68, |lvar| 1787.52, loss_d 1.41, loss 7.16, |
| | epoch 10 | 5400/ 12000 batches | rec 0.14, adv 0.69, |lvar| 1492.78, loss_d 1.39, loss 7.05, |
| | epoch 10 | 5500/ 12000 batches | rec 0.25, adv 0.69, |lvar| 1796.39, loss_d 1.40, loss 7.15, |
| | epoch 10 | 5600/ 12000 batches | rec 0.19, adv 0.68, |lvar| 1797.87, loss_d 1.43, loss 7.04, |
| | epoch 10 | 5700/ 12000 batches | rec 0.30, adv 0.68, |lvar| 2098.31, loss_d 1.42, loss 7.15, |
| | epoch 10 | 5800/ 12000 batches | rec 0.14, adv 0.69, |lvar| 1819.09, loss_d 1.40, loss 7.01, |
| | epoch 10 | 5900/ 12000 batches | rec 0.15, adv 0.68, |lvar| 1901.95, loss_d 1.44, loss 6.96, |
| | epoch 10 | 6000/ 12000 batches | rec 0.12, adv 0.68, |lvar| 1961.67, loss_d 1.42, loss 6.89, |
| | epoch 10 | 6100/ 12000 batches | rec 0.11, adv 0.68, |lvar| 1968.99, loss_d 1.43, loss 6.92, |
| | epoch 10 | 6200/ 12000 batches | rec 0.07, adv 0.68, |lvar| 1918.49, loss_d 1.41, loss 6.85, |
| | epoch 10 | 6300/ 12000 batches | rec 0.29, adv 0.67, |lvar| 1889.89, loss_d 1.44, loss 6.95, |
| | epoch 10 | 6400/ 12000 batches | rec 0.40, adv 0.68, |lvar| 1745.05, loss_d 1.43, loss 7.24, |
| | epoch 10 | 6500/ 12000 batches | rec 0.06, adv 0.69, |lvar| 1766.71, loss_d 1.41, loss 6.94, |
| | epoch 10 | 6600/ 12000 batches | rec 0.17, adv 0.68, |lvar| 2044.41, loss_d 1.42, loss 6.99, |
| | epoch 10 | 6700/ 12000 batches | rec 0.06, adv 0.68, |lvar| 1717.06, loss_d 1.43, loss 6.85, |
| | epoch 10 | 6800/ 12000 batches | rec 0.05, adv 0.68, |lvar| 1761.71, loss_d 1.41, loss 6.80, |
| | epoch 10 | 6900/ 12000 batches | rec 0.11, adv 0.68, |lvar| 1532.39, loss_d 1.42, loss 6.92, |
| | epoch 10 | 7000/ 12000 batches | rec 0.04, adv 0.69, |lvar| 1804.56, loss_d 1.42, loss 6.90, |
| | epoch 10 | 7100/ 12000 batches | rec 0.13, adv 0.68, |lvar| 1713.66, loss_d 1.41, loss 6.94, |
| | epoch 10 | 7200/ 12000 batches | rec 0.11, adv 0.68, |lvar| 1471.59, loss_d 1.40, loss 6.95, |
| | epoch 10 | 7300/ 12000 batches | rec 0.04, adv 0.69, |lvar| 1889.52, loss_d 1.41, loss 6.92, |
| | epoch 10 | 7400/ 12000 batches | rec 0.03, adv 0.68, |lvar| 2086.19, loss_d 1.40, loss 6.84, |
| | epoch 10 | 7500/ 12000 batches | rec 0.26, adv 0.69, |lvar| 1865.69, loss_d 1.42, loss 7.11, |
| | epoch 10 | 7600/ 12000 batches | rec 0.08, adv 0.69, |lvar| 1583.00, loss_d 1.40, loss 6.96, |
| | epoch 10 | 7700/ 12000 batches | rec 0.03, adv 0.68, |lvar| 1690.98, loss_d 1.40, loss 6.84, |
| | epoch 10 | 7800/ 12000 batches | rec 0.05, adv 0.68, |lvar| 1909.97, loss_d 1.42, loss 6.87, |
| | epoch 10 | 7900/ 12000 batches | rec 0.13, adv 0.68, |lvar| 2063.92, loss_d 1.40, loss 6.94, |
| | epoch 10 | 8000/ 12000 batches | rec 0.04, adv 0.69, |lvar| 1634.78, loss_d 1.40, loss 6.93, |
| | epoch 10 | 8100/ 12000 batches | rec 0.20, adv 0.69, |lvar| 1675.46, loss_d 1.39, loss 7.05, |
| | epoch 10 | 8200/ 12000 batches | rec 0.04, adv 0.69, |lvar| 1772.36, loss_d 1.41, loss 6.93, |
| | epoch 10 | 8300/ 12000 batches | rec 0.32, adv 0.64, |lvar| 1772.05, loss_d 1.48, loss 6.73, |
| | epoch 10 | 8400/ 12000 batches | rec 0.06, adv 0.70, |lvar| 1386.87, loss_d 1.43, loss 7.01, |
| | epoch 10 | 8500/ 12000 batches | rec 0.20, adv 0.69, |lvar| 1566.39, loss_d 1.41, loss 7.11, |
| | epoch 10 | 8600/ 12000 batches | rec 0.11, adv 0.69, |lvar| 1641.80, loss_d 1.40, loss 7.03, |
| | epoch 10 | 8700/ 12000 batches | rec 0.23, adv 0.68, |lvar| 1596.25, loss_d 1.40, loss 7.07, |
| | epoch 10 | 8800/ 12000 batches | rec 0.07, adv 0.70, |lvar| 1397.34, loss_d 1.38, loss 7.04, |
| | epoch 10 | 8900/ 12000 batches | rec 0.15, adv 0.69, |lvar| 1576.61, loss_d 1.39, loss 7.04, |
| | epoch 10 | 9000/ 12000 batches | rec 0.17, adv 0.68, |lvar| 1848.43, loss_d 1.41, loss 7.01, |
| | epoch 10 | 9100/ 12000 batches | rec 0.20, adv 0.69, |lvar| 1915.67, loss_d 1.40, loss 7.08, |
| | epoch 10 | 9200/ 12000 batches | rec 0.22, adv 0.69, |lvar| 1839.27, loss_d 1.40, loss 7.14, |
| | epoch 10 | 9300/ 12000 batches | rec 0.06, adv 0.69, |lvar| 1701.09, loss_d 1.42, loss 6.94, |
| | epoch 10 | 9400/ 12000 batches | rec 0.29, adv 0.68, |lvar| 1970.65, loss_d 1.42, loss 7.10, |
| | epoch 10 | 9500/ 12000 batches | rec 0.06, adv 0.68, |lvar| 1724.74, loss_d 1.41, loss 6.86, |
| | epoch 10 | 9600/ 12000 batches | rec 0.14, adv 0.69, |lvar| 1768.65, loss_d 1.39, loss 7.00, |
| | epoch 10 | 9700/ 12000 batches | rec 0.26, adv 0.69, |lvar| 1935.78, loss_d 1.42, loss 7.17, |
| | epoch 10 | 9800/ 12000 batches | rec 0.05, adv 0.69, |lvar| 1649.69, loss_d 1.40, loss 6.90, |
| | epoch 10 | 9900/ 12000 batches | rec 0.15, adv 0.69, |lvar| 1847.91, loss_d 1.39, loss 7.08, |
| | epoch 10 | 10000/ 12000 batches | rec 0.39, adv 0.68, |lvar| 2066.01, loss_d 1.40, loss 7.24, |
| | epoch 10 | 10100/ 12000 batches | rec 0.18, adv 0.69, |lvar| 2112.97, loss_d 1.41, loss 7.08, |
| | epoch 10 | 10200/ 12000 batches | rec 0.06, adv 0.69, |lvar| 1661.62, loss_d 1.40, loss 6.94, |
| | epoch 10 | 10300/ 12000 batches | rec 0.21, adv 0.68, |lvar| 2199.92, loss_d 1.42, loss 7.04, |
| | epoch 10 | 10400/ 12000 batches | rec 0.06, adv 0.68, |lvar| 2593.92, loss_d 1.41, loss 6.82, |
| | epoch 10 | 10500/ 12000 batches | rec 0.04, adv 0.69, |lvar| 2164.28, loss_d 1.42, loss 6.92, |
| | epoch 10 | 10600/ 12000 batches | rec 0.21, adv 0.68, |lvar| 2084.74, loss_d 1.43, loss 6.96, |
| | epoch 10 | 10700/ 12000 batches | rec 0.05, adv 0.68, |lvar| 2209.40, loss_d 1.43, loss 6.82, |
| | epoch 10 | 10800/ 12000 batches | rec 0.73, adv 0.68, |lvar| 2077.61, loss_d 1.42, loss 7.55, |
| | epoch 10 | 10900/ 12000 batches | rec 0.06, adv 0.68, |lvar| 1522.86, loss_d 1.41, loss 6.85, |
| | epoch 10 | 11000/ 12000 batches | rec 0.06, adv 0.64, |lvar| 1770.63, loss_d 1.48, loss 6.45, |
| | epoch 10 | 11100/ 12000 batches | rec 0.56, adv 0.68, |lvar| 2146.17, loss_d 1.42, loss 7.36, |
| | epoch 10 | 11200/ 12000 batches | rec 0.18, adv 0.70, |lvar| 1958.33, loss_d 1.42, loss 7.15, |
| | epoch 10 | 11300/ 12000 batches | rec 0.08, adv 0.68, |lvar| 1919.54, loss_d 1.37, loss 6.91, |
| | epoch 10 | 11400/ 12000 batches | rec 0.08, adv 0.70, |lvar| 2052.61, loss_d 1.41, loss 7.10, |
| | epoch 10 | 11500/ 12000 batches | rec 0.36, adv 0.67, |lvar| 2339.75, loss_d 1.45, loss 7.02, |
| | epoch 10 | 11600/ 12000 batches | rec 0.28, adv 0.68, |lvar| 2132.33, loss_d 1.43, loss 7.06, |
| | epoch 10 | 11700/ 12000 batches | rec 0.07, adv 0.69, |lvar| 2303.36, loss_d 1.44, loss 6.93, |
| | epoch 10 | 11800/ 12000 batches | rec 0.37, adv 0.68, |lvar| 2178.13, loss_d 1.42, loss 7.14, |
| | epoch 10 | 11900/ 12000 batches | rec 0.06, adv 0.68, |lvar| 1677.75, loss_d 1.41, loss 6.82, |
| | epoch 10 | 12000/ 12000 batches | rec 0.17, adv 0.68, |lvar| 1761.00, loss_d 1.43, loss 7.00, |
| -------------------------------------------------------------------------------- |
| | end of epoch 10| time 96165s| valid rec 0.01, adv 0.71, |lvar| 1380.63, loss_d 1.39, loss 7.08, |
| Done training |
|
|
