diff --git "a/train.log" "b/train.log" new file mode 100644--- /dev/null +++ "b/train.log" @@ -0,0 +1,4050 @@ +INFO:2022-12-12 18:54:54,413: --- epoch 0 --- +INFO:2022-12-12 18:54:54,415: train/real : 0.4919 +INFO:2022-12-12 18:54:54,416: train/fake : 0.5055 +INFO:2022-12-12 18:54:54,417: train/reg : 0.0019 +INFO:2022-12-12 18:54:54,418: train/real_adv_cls: 0.0000 +INFO:2022-12-12 18:54:54,419: train/con_reg : 0.0000 +INFO:2022-12-12 18:54:54,420: train/adv : 1.3606 +INFO:2022-12-12 18:54:54,421: train/sty : 0.0709 +INFO:2022-12-12 18:54:54,421: train/ds : 0.0017 +INFO:2022-12-12 18:54:54,422: train/cyc : 1.5116 +INFO:2022-12-12 18:54:54,423: train/norm : 3.6051 +INFO:2022-12-12 18:54:54,424: train/asr : 0.4582 +INFO:2022-12-12 18:54:54,425: train/f0 : 0.5365 +INFO:2022-12-12 18:54:54,426: train/adv_cls : 0.0000 +INFO:2022-12-12 18:54:54,426: eval/real : 0.3483 +INFO:2022-12-12 18:54:54,427: eval/fake : 0.1451 +INFO:2022-12-12 18:54:54,428: eval/reg : 0.0000 +INFO:2022-12-12 18:54:54,429: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 18:54:54,429: eval/con_reg : 0.0000 +INFO:2022-12-12 18:54:54,430: eval/adv : 3.7798 +INFO:2022-12-12 18:54:54,431: eval/sty : 0.2705 +INFO:2022-12-12 18:54:54,432: eval/ds : 0.0008 +INFO:2022-12-12 18:54:54,434: eval/cyc : 1.4415 +INFO:2022-12-12 18:54:54,435: eval/norm : 1.3318 +INFO:2022-12-12 18:54:54,437: eval/asr : 0.4539 +INFO:2022-12-12 18:54:54,438: eval/f0 : 0.4238 +INFO:2022-12-12 18:54:54,440: eval/adv_cls : 0.0000 +INFO:2022-12-12 19:01:38,177: --- epoch 1 --- +INFO:2022-12-12 19:01:38,179: train/real : 0.2776 +INFO:2022-12-12 19:01:38,180: train/fake : 0.0831 +INFO:2022-12-12 19:01:38,181: train/reg : 0.0128 +INFO:2022-12-12 19:01:38,182: train/real_adv_cls: 0.0000 +INFO:2022-12-12 19:01:38,182: train/con_reg : 0.0000 +INFO:2022-12-12 19:01:38,183: train/adv : 3.9204 +INFO:2022-12-12 19:01:38,184: train/sty : 0.1727 +INFO:2022-12-12 19:01:38,185: train/ds : 0.0013 +INFO:2022-12-12 19:01:38,186: train/cyc : 1.2380 +INFO:2022-12-12 19:01:38,187: train/norm : 1.0287 +INFO:2022-12-12 19:01:38,188: train/asr : 0.4198 +INFO:2022-12-12 19:01:38,189: train/f0 : 0.3702 +INFO:2022-12-12 19:01:38,189: train/adv_cls : 0.0000 +INFO:2022-12-12 19:01:38,190: eval/real : 0.5065 +INFO:2022-12-12 19:01:38,191: eval/fake : 0.0543 +INFO:2022-12-12 19:01:38,191: eval/reg : 0.0000 +INFO:2022-12-12 19:01:38,192: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 19:01:38,193: eval/con_reg : 0.0000 +INFO:2022-12-12 19:01:38,194: eval/adv : 3.9389 +INFO:2022-12-12 19:01:38,194: eval/sty : 0.1169 +INFO:2022-12-12 19:01:38,196: eval/ds : 0.0008 +INFO:2022-12-12 19:01:38,197: eval/cyc : 1.2532 +INFO:2022-12-12 19:01:38,198: eval/norm : 0.7455 +INFO:2022-12-12 19:01:38,200: eval/asr : 0.3731 +INFO:2022-12-12 19:01:38,201: eval/f0 : 0.3212 +INFO:2022-12-12 19:01:38,203: eval/adv_cls : 0.0000 +INFO:2022-12-12 19:08:07,693: --- epoch 2 --- +INFO:2022-12-12 19:08:07,694: train/real : 0.3675 +INFO:2022-12-12 19:08:07,696: train/fake : 0.1054 +INFO:2022-12-12 19:08:07,697: train/reg : 0.0080 +INFO:2022-12-12 19:08:07,698: train/real_adv_cls: 0.0000 +INFO:2022-12-12 19:08:07,699: train/con_reg : 0.0000 +INFO:2022-12-12 19:08:07,700: train/adv : 4.0116 +INFO:2022-12-12 19:08:07,701: train/sty : 0.0953 +INFO:2022-12-12 19:08:07,702: train/ds : 0.0016 +INFO:2022-12-12 19:08:07,702: train/cyc : 1.1277 +INFO:2022-12-12 19:08:07,703: train/norm : 0.7738 +INFO:2022-12-12 19:08:07,704: train/asr : 0.3903 +INFO:2022-12-12 19:08:07,704: train/f0 : 0.3115 +INFO:2022-12-12 19:08:07,705: train/adv_cls : 0.0000 +INFO:2022-12-12 19:08:07,706: eval/real : 0.5842 +INFO:2022-12-12 19:08:07,706: eval/fake : 0.1380 +INFO:2022-12-12 19:08:07,707: eval/reg : 0.0000 +INFO:2022-12-12 19:08:07,708: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 19:08:07,709: eval/con_reg : 0.0000 +INFO:2022-12-12 19:08:07,709: eval/adv : 3.4666 +INFO:2022-12-12 19:08:07,710: eval/sty : 0.0840 +INFO:2022-12-12 19:08:07,711: eval/ds : 0.0021 +INFO:2022-12-12 19:08:07,712: eval/cyc : 1.1427 +INFO:2022-12-12 19:08:07,714: eval/norm : 0.8029 +INFO:2022-12-12 19:08:07,715: eval/asr : 0.3591 +INFO:2022-12-12 19:08:07,717: eval/f0 : 0.3072 +INFO:2022-12-12 19:08:07,718: eval/adv_cls : 0.0000 +INFO:2022-12-12 19:14:37,458: --- epoch 3 --- +INFO:2022-12-12 19:14:37,459: train/real : 0.4453 +INFO:2022-12-12 19:14:37,460: train/fake : 0.1715 +INFO:2022-12-12 19:14:37,461: train/reg : 0.0055 +INFO:2022-12-12 19:14:37,462: train/real_adv_cls: 0.0000 +INFO:2022-12-12 19:14:37,463: train/con_reg : 0.0000 +INFO:2022-12-12 19:14:37,464: train/adv : 2.9869 +INFO:2022-12-12 19:14:37,465: train/sty : 0.0903 +INFO:2022-12-12 19:14:37,466: train/ds : 0.0038 +INFO:2022-12-12 19:14:37,467: train/cyc : 1.0250 +INFO:2022-12-12 19:14:37,468: train/norm : 0.6473 +INFO:2022-12-12 19:14:37,468: train/asr : 0.3764 +INFO:2022-12-12 19:14:37,469: train/f0 : 0.2743 +INFO:2022-12-12 19:14:37,472: train/adv_cls : 0.0000 +INFO:2022-12-12 19:14:37,473: eval/real : 0.4673 +INFO:2022-12-12 19:14:37,474: eval/fake : 0.3816 +INFO:2022-12-12 19:14:37,476: eval/reg : 0.0000 +INFO:2022-12-12 19:14:37,477: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 19:14:37,478: eval/con_reg : 0.0000 +INFO:2022-12-12 19:14:37,480: eval/adv : 1.7646 +INFO:2022-12-12 19:14:37,481: eval/sty : 0.0862 +INFO:2022-12-12 19:14:37,483: eval/ds : 0.0060 +INFO:2022-12-12 19:14:37,484: eval/cyc : 1.0423 +INFO:2022-12-12 19:14:37,485: eval/norm : 0.8686 +INFO:2022-12-12 19:14:37,486: eval/asr : 0.3166 +INFO:2022-12-12 19:14:37,488: eval/f0 : 0.4100 +INFO:2022-12-12 19:14:37,489: eval/adv_cls : 0.0000 +INFO:2022-12-12 19:21:07,013: --- epoch 4 --- +INFO:2022-12-12 19:21:07,014: train/real : 0.6108 +INFO:2022-12-12 19:21:07,016: train/fake : 0.4376 +INFO:2022-12-12 19:21:07,017: train/reg : 0.0030 +INFO:2022-12-12 19:21:07,017: train/real_adv_cls: 0.0000 +INFO:2022-12-12 19:21:07,018: train/con_reg : 0.0000 +INFO:2022-12-12 19:21:07,019: train/adv : 1.5507 +INFO:2022-12-12 19:21:07,019: train/sty : 0.0945 +INFO:2022-12-12 19:21:07,020: train/ds : 0.0071 +INFO:2022-12-12 19:21:07,021: train/cyc : 0.9487 +INFO:2022-12-12 19:21:07,022: train/norm : 0.5844 +INFO:2022-12-12 19:21:07,022: train/asr : 0.3638 +INFO:2022-12-12 19:21:07,023: train/f0 : 0.2609 +INFO:2022-12-12 19:21:07,024: train/adv_cls : 0.0000 +INFO:2022-12-12 19:21:07,025: eval/real : 0.5370 +INFO:2022-12-12 19:21:07,025: eval/fake : 0.6385 +INFO:2022-12-12 19:21:07,026: eval/reg : 0.0000 +INFO:2022-12-12 19:21:07,027: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 19:21:07,027: eval/con_reg : 0.0000 +INFO:2022-12-12 19:21:07,028: eval/adv : 0.8673 +INFO:2022-12-12 19:21:07,029: eval/sty : 0.0994 +INFO:2022-12-12 19:21:07,029: eval/ds : 0.0072 +INFO:2022-12-12 19:21:07,030: eval/cyc : 0.9535 +INFO:2022-12-12 19:21:07,031: eval/norm : 0.7003 +INFO:2022-12-12 19:21:07,032: eval/asr : 0.2872 +INFO:2022-12-12 19:21:07,033: eval/f0 : 0.2608 +INFO:2022-12-12 19:21:07,034: eval/adv_cls : 0.0000 +INFO:2022-12-12 19:27:36,521: --- epoch 5 --- +INFO:2022-12-12 19:27:36,522: train/real : 0.6742 +INFO:2022-12-12 19:27:36,523: train/fake : 0.5861 +INFO:2022-12-12 19:27:36,524: train/reg : 0.0014 +INFO:2022-12-12 19:27:36,525: train/real_adv_cls: 0.0000 +INFO:2022-12-12 19:27:36,526: train/con_reg : 0.0000 +INFO:2022-12-12 19:27:36,526: train/adv : 0.9562 +INFO:2022-12-12 19:27:36,527: train/sty : 0.1090 +INFO:2022-12-12 19:27:36,528: train/ds : 0.0082 +INFO:2022-12-12 19:27:36,529: train/cyc : 0.9111 +INFO:2022-12-12 19:27:36,529: train/norm : 0.5340 +INFO:2022-12-12 19:27:36,530: train/asr : 0.3557 +INFO:2022-12-12 19:27:36,531: train/f0 : 0.2470 +INFO:2022-12-12 19:27:36,531: train/adv_cls : 0.0000 +INFO:2022-12-12 19:27:36,532: eval/real : 0.6193 +INFO:2022-12-12 19:27:36,532: eval/fake : 0.5823 +INFO:2022-12-12 19:27:36,533: eval/reg : 0.0000 +INFO:2022-12-12 19:27:36,533: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 19:27:36,534: eval/con_reg : 0.0000 +INFO:2022-12-12 19:27:36,535: eval/adv : 0.9059 +INFO:2022-12-12 19:27:36,535: eval/sty : 0.1115 +INFO:2022-12-12 19:27:36,536: eval/ds : 0.0072 +INFO:2022-12-12 19:27:36,537: eval/cyc : 0.9011 +INFO:2022-12-12 19:27:36,538: eval/norm : 0.4395 +INFO:2022-12-12 19:27:36,539: eval/asr : 0.2691 +INFO:2022-12-12 19:27:36,540: eval/f0 : 0.2618 +INFO:2022-12-12 19:27:36,542: eval/adv_cls : 0.0000 +INFO:2022-12-12 19:34:06,195: --- epoch 6 --- +INFO:2022-12-12 19:34:06,196: train/real : 0.6505 +INFO:2022-12-12 19:34:06,198: train/fake : 0.5808 +INFO:2022-12-12 19:34:06,199: train/reg : 0.0013 +INFO:2022-12-12 19:34:06,200: train/real_adv_cls: 0.0000 +INFO:2022-12-12 19:34:06,200: train/con_reg : 0.0000 +INFO:2022-12-12 19:34:06,201: train/adv : 0.9530 +INFO:2022-12-12 19:34:06,202: train/sty : 0.1289 +INFO:2022-12-12 19:34:06,203: train/ds : 0.0080 +INFO:2022-12-12 19:34:06,203: train/cyc : 0.8827 +INFO:2022-12-12 19:34:06,204: train/norm : 0.4798 +INFO:2022-12-12 19:34:06,205: train/asr : 0.3503 +INFO:2022-12-12 19:34:06,205: train/f0 : 0.2261 +INFO:2022-12-12 19:34:06,206: train/adv_cls : 0.0000 +INFO:2022-12-12 19:34:06,207: eval/real : 0.6804 +INFO:2022-12-12 19:34:06,207: eval/fake : 0.4907 +INFO:2022-12-12 19:34:06,208: eval/reg : 0.0000 +INFO:2022-12-12 19:34:06,209: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 19:34:06,210: eval/con_reg : 0.0000 +INFO:2022-12-12 19:34:06,211: eval/adv : 1.0430 +INFO:2022-12-12 19:34:06,211: eval/sty : 0.1377 +INFO:2022-12-12 19:34:06,213: eval/ds : 0.0082 +INFO:2022-12-12 19:34:06,215: eval/cyc : 0.8786 +INFO:2022-12-12 19:34:06,216: eval/norm : 0.3584 +INFO:2022-12-12 19:34:06,217: eval/asr : 0.2666 +INFO:2022-12-12 19:34:06,219: eval/f0 : 0.2383 +INFO:2022-12-12 19:34:06,221: eval/adv_cls : 0.0000 +INFO:2022-12-12 19:40:35,742: --- epoch 7 --- +INFO:2022-12-12 19:40:35,743: train/real : 0.6385 +INFO:2022-12-12 19:40:35,745: train/fake : 0.5779 +INFO:2022-12-12 19:40:35,745: train/reg : 0.0014 +INFO:2022-12-12 19:40:35,746: train/real_adv_cls: 0.0000 +INFO:2022-12-12 19:40:35,747: train/con_reg : 0.0000 +INFO:2022-12-12 19:40:35,748: train/adv : 0.9520 +INFO:2022-12-12 19:40:35,749: train/sty : 0.1336 +INFO:2022-12-12 19:40:35,749: train/ds : 0.0093 +INFO:2022-12-12 19:40:35,750: train/cyc : 0.8808 +INFO:2022-12-12 19:40:35,751: train/norm : 0.4546 +INFO:2022-12-12 19:40:35,751: train/asr : 0.3589 +INFO:2022-12-12 19:40:35,752: train/f0 : 0.2137 +INFO:2022-12-12 19:40:35,753: train/adv_cls : 0.0000 +INFO:2022-12-12 19:40:35,753: eval/real : 0.6449 +INFO:2022-12-12 19:40:35,754: eval/fake : 0.5738 +INFO:2022-12-12 19:40:35,754: eval/reg : 0.0000 +INFO:2022-12-12 19:40:35,755: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 19:40:35,756: eval/con_reg : 0.0000 +INFO:2022-12-12 19:40:35,756: eval/adv : 0.9263 +INFO:2022-12-12 19:40:35,757: eval/sty : 0.1291 +INFO:2022-12-12 19:40:35,758: eval/ds : 0.0085 +INFO:2022-12-12 19:40:35,760: eval/cyc : 0.8367 +INFO:2022-12-12 19:40:35,761: eval/norm : 0.4895 +INFO:2022-12-12 19:40:35,763: eval/asr : 0.2442 +INFO:2022-12-12 19:40:35,764: eval/f0 : 0.2183 +INFO:2022-12-12 19:40:35,766: eval/adv_cls : 0.0000 +INFO:2022-12-12 19:47:05,165: --- epoch 8 --- +INFO:2022-12-12 19:47:05,166: train/real : 0.6364 +INFO:2022-12-12 19:47:05,168: train/fake : 0.5738 +INFO:2022-12-12 19:47:05,168: train/reg : 0.0019 +INFO:2022-12-12 19:47:05,169: train/real_adv_cls: 0.0000 +INFO:2022-12-12 19:47:05,170: train/con_reg : 0.0000 +INFO:2022-12-12 19:47:05,170: train/adv : 0.9819 +INFO:2022-12-12 19:47:05,171: train/sty : 0.1276 +INFO:2022-12-12 19:47:05,172: train/ds : 0.0099 +INFO:2022-12-12 19:47:05,172: train/cyc : 0.8516 +INFO:2022-12-12 19:47:05,173: train/norm : 0.4018 +INFO:2022-12-12 19:47:05,174: train/asr : 0.3445 +INFO:2022-12-12 19:47:05,174: train/f0 : 0.1980 +INFO:2022-12-12 19:47:05,175: train/adv_cls : 0.0000 +INFO:2022-12-12 19:47:05,175: eval/real : 0.6330 +INFO:2022-12-12 19:47:05,176: eval/fake : 0.5625 +INFO:2022-12-12 19:47:05,177: eval/reg : 0.0000 +INFO:2022-12-12 19:47:05,177: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 19:47:05,178: eval/con_reg : 0.0000 +INFO:2022-12-12 19:47:05,179: eval/adv : 0.9401 +INFO:2022-12-12 19:47:05,179: eval/sty : 0.1274 +INFO:2022-12-12 19:47:05,181: eval/ds : 0.0097 +INFO:2022-12-12 19:47:05,182: eval/cyc : 0.8324 +INFO:2022-12-12 19:47:05,183: eval/norm : 0.4219 +INFO:2022-12-12 19:47:05,184: eval/asr : 0.2584 +INFO:2022-12-12 19:47:05,186: eval/f0 : 0.2119 +INFO:2022-12-12 19:47:05,187: eval/adv_cls : 0.0000 +INFO:2022-12-12 19:53:34,817: --- epoch 9 --- +INFO:2022-12-12 19:53:34,818: train/real : 0.6196 +INFO:2022-12-12 19:53:34,819: train/fake : 0.5821 +INFO:2022-12-12 19:53:34,820: train/reg : 0.0022 +INFO:2022-12-12 19:53:34,821: train/real_adv_cls: 0.0000 +INFO:2022-12-12 19:53:34,821: train/con_reg : 0.0000 +INFO:2022-12-12 19:53:34,822: train/adv : 0.9764 +INFO:2022-12-12 19:53:34,823: train/sty : 0.1231 +INFO:2022-12-12 19:53:34,823: train/ds : 0.0108 +INFO:2022-12-12 19:53:34,824: train/cyc : 0.8438 +INFO:2022-12-12 19:53:34,824: train/norm : 0.3943 +INFO:2022-12-12 19:53:34,825: train/asr : 0.3441 +INFO:2022-12-12 19:53:34,826: train/f0 : 0.1953 +INFO:2022-12-12 19:53:34,826: train/adv_cls : 0.0000 +INFO:2022-12-12 19:53:34,827: eval/real : 0.5725 +INFO:2022-12-12 19:53:34,828: eval/fake : 0.6284 +INFO:2022-12-12 19:53:34,828: eval/reg : 0.0000 +INFO:2022-12-12 19:53:34,829: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 19:53:34,830: eval/con_reg : 0.0000 +INFO:2022-12-12 19:53:34,830: eval/adv : 0.8529 +INFO:2022-12-12 19:53:34,831: eval/sty : 0.1315 +INFO:2022-12-12 19:53:34,832: eval/ds : 0.0105 +INFO:2022-12-12 19:53:34,832: eval/cyc : 0.8039 +INFO:2022-12-12 19:53:34,833: eval/norm : 0.3565 +INFO:2022-12-12 19:53:34,834: eval/asr : 0.2333 +INFO:2022-12-12 19:53:34,836: eval/f0 : 0.2139 +INFO:2022-12-12 19:53:34,837: eval/adv_cls : 0.0000 +INFO:2022-12-12 20:00:04,440: --- epoch 10 --- +INFO:2022-12-12 20:00:04,441: train/real : 0.6259 +INFO:2022-12-12 20:00:04,443: train/fake : 0.5733 +INFO:2022-12-12 20:00:04,444: train/reg : 0.0027 +INFO:2022-12-12 20:00:04,446: train/real_adv_cls: 0.0000 +INFO:2022-12-12 20:00:04,447: train/con_reg : 0.0000 +INFO:2022-12-12 20:00:04,448: train/adv : 0.9808 +INFO:2022-12-12 20:00:04,448: train/sty : 0.1244 +INFO:2022-12-12 20:00:04,449: train/ds : 0.0118 +INFO:2022-12-12 20:00:04,450: train/cyc : 0.8347 +INFO:2022-12-12 20:00:04,451: train/norm : 0.3542 +INFO:2022-12-12 20:00:04,451: train/asr : 0.3451 +INFO:2022-12-12 20:00:04,452: train/f0 : 0.1894 +INFO:2022-12-12 20:00:04,453: train/adv_cls : 0.0000 +INFO:2022-12-12 20:00:04,453: eval/real : 0.5960 +INFO:2022-12-12 20:00:04,454: eval/fake : 0.5681 +INFO:2022-12-12 20:00:04,455: eval/reg : 0.0000 +INFO:2022-12-12 20:00:04,455: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 20:00:04,456: eval/con_reg : 0.0000 +INFO:2022-12-12 20:00:04,457: eval/adv : 0.9478 +INFO:2022-12-12 20:00:04,458: eval/sty : 0.1217 +INFO:2022-12-12 20:00:04,459: eval/ds : 0.0113 +INFO:2022-12-12 20:00:04,459: eval/cyc : 0.7515 +INFO:2022-12-12 20:00:04,461: eval/norm : 0.2897 +INFO:2022-12-12 20:00:04,462: eval/asr : 0.2047 +INFO:2022-12-12 20:00:04,463: eval/f0 : 0.2222 +INFO:2022-12-12 20:00:04,465: eval/adv_cls : 0.0000 +INFO:2022-12-12 20:06:36,637: --- epoch 11 --- +INFO:2022-12-12 20:06:36,638: train/real : 0.6277 +INFO:2022-12-12 20:06:36,639: train/fake : 0.5788 +INFO:2022-12-12 20:06:36,640: train/reg : 0.0028 +INFO:2022-12-12 20:06:36,641: train/real_adv_cls: 0.0000 +INFO:2022-12-12 20:06:36,642: train/con_reg : 0.0000 +INFO:2022-12-12 20:06:36,642: train/adv : 0.9653 +INFO:2022-12-12 20:06:36,643: train/sty : 0.1156 +INFO:2022-12-12 20:06:36,644: train/ds : 0.0131 +INFO:2022-12-12 20:06:36,645: train/cyc : 0.8217 +INFO:2022-12-12 20:06:36,646: train/norm : 0.3495 +INFO:2022-12-12 20:06:36,647: train/asr : 0.3421 +INFO:2022-12-12 20:06:36,648: train/f0 : 0.1866 +INFO:2022-12-12 20:06:36,649: train/adv_cls : 0.0000 +INFO:2022-12-12 20:06:36,649: eval/real : 0.6029 +INFO:2022-12-12 20:06:36,650: eval/fake : 0.5320 +INFO:2022-12-12 20:06:36,651: eval/reg : 0.0000 +INFO:2022-12-12 20:06:36,651: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 20:06:36,652: eval/con_reg : 0.0000 +INFO:2022-12-12 20:06:36,653: eval/adv : 0.9815 +INFO:2022-12-12 20:06:36,654: eval/sty : 0.1191 +INFO:2022-12-12 20:06:36,654: eval/ds : 0.0133 +INFO:2022-12-12 20:06:36,655: eval/cyc : 0.7752 +INFO:2022-12-12 20:06:36,656: eval/norm : 0.3741 +INFO:2022-12-12 20:06:36,658: eval/asr : 0.2259 +INFO:2022-12-12 20:06:36,659: eval/f0 : 0.1990 +INFO:2022-12-12 20:06:36,661: eval/adv_cls : 0.0000 +INFO:2022-12-12 20:13:06,112: --- epoch 12 --- +INFO:2022-12-12 20:13:06,113: train/real : 0.6386 +INFO:2022-12-12 20:13:06,114: train/fake : 0.6032 +INFO:2022-12-12 20:13:06,115: train/reg : 0.0025 +INFO:2022-12-12 20:13:06,116: train/real_adv_cls: 0.0000 +INFO:2022-12-12 20:13:06,117: train/con_reg : 0.0000 +INFO:2022-12-12 20:13:06,118: train/adv : 0.9303 +INFO:2022-12-12 20:13:06,118: train/sty : 0.1086 +INFO:2022-12-12 20:13:06,119: train/ds : 0.0152 +INFO:2022-12-12 20:13:06,119: train/cyc : 0.7992 +INFO:2022-12-12 20:13:06,120: train/norm : 0.3327 +INFO:2022-12-12 20:13:06,121: train/asr : 0.3328 +INFO:2022-12-12 20:13:06,121: train/f0 : 0.1749 +INFO:2022-12-12 20:13:06,122: train/adv_cls : 0.0000 +INFO:2022-12-12 20:13:06,123: eval/real : 0.6369 +INFO:2022-12-12 20:13:06,124: eval/fake : 0.4863 +INFO:2022-12-12 20:13:06,124: eval/reg : 0.0000 +INFO:2022-12-12 20:13:06,125: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 20:13:06,126: eval/con_reg : 0.0000 +INFO:2022-12-12 20:13:06,127: eval/adv : 1.0726 +INFO:2022-12-12 20:13:06,127: eval/sty : 0.1047 +INFO:2022-12-12 20:13:06,128: eval/ds : 0.0191 +INFO:2022-12-12 20:13:06,129: eval/cyc : 0.7711 +INFO:2022-12-12 20:13:06,130: eval/norm : 0.5642 +INFO:2022-12-12 20:13:06,132: eval/asr : 0.2373 +INFO:2022-12-12 20:13:06,133: eval/f0 : 0.2025 +INFO:2022-12-12 20:13:06,134: eval/adv_cls : 0.0000 +INFO:2022-12-12 20:19:35,456: --- epoch 13 --- +INFO:2022-12-12 20:19:35,457: train/real : 0.6430 +INFO:2022-12-12 20:19:35,459: train/fake : 0.6062 +INFO:2022-12-12 20:19:35,460: train/reg : 0.0020 +INFO:2022-12-12 20:19:35,461: train/real_adv_cls: 0.0000 +INFO:2022-12-12 20:19:35,461: train/con_reg : 0.0000 +INFO:2022-12-12 20:19:35,462: train/adv : 0.9051 +INFO:2022-12-12 20:19:35,462: train/sty : 0.1015 +INFO:2022-12-12 20:19:35,463: train/ds : 0.0170 +INFO:2022-12-12 20:19:35,464: train/cyc : 0.7934 +INFO:2022-12-12 20:19:35,465: train/norm : 0.3109 +INFO:2022-12-12 20:19:35,465: train/asr : 0.3399 +INFO:2022-12-12 20:19:35,466: train/f0 : 0.1744 +INFO:2022-12-12 20:19:35,467: train/adv_cls : 0.0000 +INFO:2022-12-12 20:19:35,468: eval/real : 0.6263 +INFO:2022-12-12 20:19:35,468: eval/fake : 0.6063 +INFO:2022-12-12 20:19:35,469: eval/reg : 0.0000 +INFO:2022-12-12 20:19:35,470: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 20:19:35,470: eval/con_reg : 0.0000 +INFO:2022-12-12 20:19:35,471: eval/adv : 0.8917 +INFO:2022-12-12 20:19:35,472: eval/sty : 0.0940 +INFO:2022-12-12 20:19:35,473: eval/ds : 0.0182 +INFO:2022-12-12 20:19:35,475: eval/cyc : 0.7170 +INFO:2022-12-12 20:19:35,476: eval/norm : 0.3441 +INFO:2022-12-12 20:19:35,478: eval/asr : 0.2023 +INFO:2022-12-12 20:19:35,479: eval/f0 : 0.1813 +INFO:2022-12-12 20:19:35,480: eval/adv_cls : 0.0000 +INFO:2022-12-12 20:26:05,097: --- epoch 14 --- +INFO:2022-12-12 20:26:05,098: train/real : 0.6418 +INFO:2022-12-12 20:26:05,099: train/fake : 0.6023 +INFO:2022-12-12 20:26:05,100: train/reg : 0.0020 +INFO:2022-12-12 20:26:05,101: train/real_adv_cls: 0.0000 +INFO:2022-12-12 20:26:05,102: train/con_reg : 0.0000 +INFO:2022-12-12 20:26:05,103: train/adv : 0.9143 +INFO:2022-12-12 20:26:05,104: train/sty : 0.0947 +INFO:2022-12-12 20:26:05,105: train/ds : 0.0189 +INFO:2022-12-12 20:26:05,106: train/cyc : 0.7809 +INFO:2022-12-12 20:26:05,106: train/norm : 0.3166 +INFO:2022-12-12 20:26:05,107: train/asr : 0.3373 +INFO:2022-12-12 20:26:05,108: train/f0 : 0.1715 +INFO:2022-12-12 20:26:05,109: train/adv_cls : 0.0000 +INFO:2022-12-12 20:26:05,110: eval/real : 0.6267 +INFO:2022-12-12 20:26:05,111: eval/fake : 0.6002 +INFO:2022-12-12 20:26:05,111: eval/reg : 0.0000 +INFO:2022-12-12 20:26:05,112: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 20:26:05,113: eval/con_reg : 0.0000 +INFO:2022-12-12 20:26:05,114: eval/adv : 0.8694 +INFO:2022-12-12 20:26:05,114: eval/sty : 0.0923 +INFO:2022-12-12 20:26:05,115: eval/ds : 0.0188 +INFO:2022-12-12 20:26:05,116: eval/cyc : 0.7047 +INFO:2022-12-12 20:26:05,116: eval/norm : 0.3321 +INFO:2022-12-12 20:26:05,117: eval/asr : 0.2054 +INFO:2022-12-12 20:26:05,119: eval/f0 : 0.1925 +INFO:2022-12-12 20:26:05,120: eval/adv_cls : 0.0000 +INFO:2022-12-12 20:32:34,553: --- epoch 15 --- +INFO:2022-12-12 20:32:34,554: train/real : 0.6467 +INFO:2022-12-12 20:32:34,556: train/fake : 0.6082 +INFO:2022-12-12 20:32:34,556: train/reg : 0.0019 +INFO:2022-12-12 20:32:34,557: train/real_adv_cls: 0.0000 +INFO:2022-12-12 20:32:34,558: train/con_reg : 0.0000 +INFO:2022-12-12 20:32:34,558: train/adv : 0.8950 +INFO:2022-12-12 20:32:34,559: train/sty : 0.0881 +INFO:2022-12-12 20:32:34,560: train/ds : 0.0200 +INFO:2022-12-12 20:32:34,561: train/cyc : 0.7709 +INFO:2022-12-12 20:32:34,562: train/norm : 0.2812 +INFO:2022-12-12 20:32:34,563: train/asr : 0.3359 +INFO:2022-12-12 20:32:34,563: train/f0 : 0.1676 +INFO:2022-12-12 20:32:34,564: train/adv_cls : 0.0000 +INFO:2022-12-12 20:32:34,565: eval/real : 0.6150 +INFO:2022-12-12 20:32:34,565: eval/fake : 0.6014 +INFO:2022-12-12 20:32:34,566: eval/reg : 0.0000 +INFO:2022-12-12 20:32:34,567: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 20:32:34,568: eval/con_reg : 0.0000 +INFO:2022-12-12 20:32:34,568: eval/adv : 0.8560 +INFO:2022-12-12 20:32:34,569: eval/sty : 0.0836 +INFO:2022-12-12 20:32:34,570: eval/ds : 0.0206 +INFO:2022-12-12 20:32:34,571: eval/cyc : 0.6871 +INFO:2022-12-12 20:32:34,572: eval/norm : 0.2199 +INFO:2022-12-12 20:32:34,573: eval/asr : 0.2051 +INFO:2022-12-12 20:32:34,574: eval/f0 : 0.1791 +INFO:2022-12-12 20:32:34,576: eval/adv_cls : 0.0000 +INFO:2022-12-12 20:39:03,945: --- epoch 16 --- +INFO:2022-12-12 20:39:03,946: train/real : 0.6481 +INFO:2022-12-12 20:39:03,948: train/fake : 0.6105 +INFO:2022-12-12 20:39:03,949: train/reg : 0.0021 +INFO:2022-12-12 20:39:03,950: train/real_adv_cls: 0.0000 +INFO:2022-12-12 20:39:03,951: train/con_reg : 0.0000 +INFO:2022-12-12 20:39:03,952: train/adv : 0.8914 +INFO:2022-12-12 20:39:03,953: train/sty : 0.0834 +INFO:2022-12-12 20:39:03,954: train/ds : 0.0210 +INFO:2022-12-12 20:39:03,955: train/cyc : 0.7673 +INFO:2022-12-12 20:39:03,955: train/norm : 0.2927 +INFO:2022-12-12 20:39:03,956: train/asr : 0.3405 +INFO:2022-12-12 20:39:03,957: train/f0 : 0.1617 +INFO:2022-12-12 20:39:03,957: train/adv_cls : 0.0000 +INFO:2022-12-12 20:39:03,958: eval/real : 0.6295 +INFO:2022-12-12 20:39:03,959: eval/fake : 0.6433 +INFO:2022-12-12 20:39:03,959: eval/reg : 0.0000 +INFO:2022-12-12 20:39:03,960: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 20:39:03,961: eval/con_reg : 0.0000 +INFO:2022-12-12 20:39:03,961: eval/adv : 0.8174 +INFO:2022-12-12 20:39:03,962: eval/sty : 0.0890 +INFO:2022-12-12 20:39:03,962: eval/ds : 0.0262 +INFO:2022-12-12 20:39:03,963: eval/cyc : 0.6747 +INFO:2022-12-12 20:39:03,964: eval/norm : 0.2509 +INFO:2022-12-12 20:39:03,966: eval/asr : 0.2142 +INFO:2022-12-12 20:39:03,967: eval/f0 : 0.1782 +INFO:2022-12-12 20:39:03,968: eval/adv_cls : 0.0000 +INFO:2022-12-12 20:45:33,505: --- epoch 17 --- +INFO:2022-12-12 20:45:33,506: train/real : 0.6422 +INFO:2022-12-12 20:45:33,508: train/fake : 0.6117 +INFO:2022-12-12 20:45:33,509: train/reg : 0.0023 +INFO:2022-12-12 20:45:33,510: train/real_adv_cls: 0.0000 +INFO:2022-12-12 20:45:33,510: train/con_reg : 0.0000 +INFO:2022-12-12 20:45:33,511: train/adv : 0.8915 +INFO:2022-12-12 20:45:33,512: train/sty : 0.0782 +INFO:2022-12-12 20:45:33,512: train/ds : 0.0226 +INFO:2022-12-12 20:45:33,513: train/cyc : 0.7618 +INFO:2022-12-12 20:45:33,514: train/norm : 0.2815 +INFO:2022-12-12 20:45:33,514: train/asr : 0.3370 +INFO:2022-12-12 20:45:33,515: train/f0 : 0.1655 +INFO:2022-12-12 20:45:33,515: train/adv_cls : 0.0000 +INFO:2022-12-12 20:45:33,516: eval/real : 0.5651 +INFO:2022-12-12 20:45:33,517: eval/fake : 0.6727 +INFO:2022-12-12 20:45:33,518: eval/reg : 0.0000 +INFO:2022-12-12 20:45:33,518: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 20:45:33,519: eval/con_reg : 0.0000 +INFO:2022-12-12 20:45:33,520: eval/adv : 0.7888 +INFO:2022-12-12 20:45:33,520: eval/sty : 0.0773 +INFO:2022-12-12 20:45:33,521: eval/ds : 0.0300 +INFO:2022-12-12 20:45:33,521: eval/cyc : 0.6703 +INFO:2022-12-12 20:45:33,522: eval/norm : 0.3175 +INFO:2022-12-12 20:45:33,524: eval/asr : 0.1930 +INFO:2022-12-12 20:45:33,525: eval/f0 : 0.1875 +INFO:2022-12-12 20:45:33,526: eval/adv_cls : 0.0000 +INFO:2022-12-12 20:52:02,876: --- epoch 18 --- +INFO:2022-12-12 20:52:02,877: train/real : 0.6438 +INFO:2022-12-12 20:52:02,878: train/fake : 0.6060 +INFO:2022-12-12 20:52:02,879: train/reg : 0.0026 +INFO:2022-12-12 20:52:02,879: train/real_adv_cls: 0.0000 +INFO:2022-12-12 20:52:02,880: train/con_reg : 0.0000 +INFO:2022-12-12 20:52:02,881: train/adv : 0.9052 +INFO:2022-12-12 20:52:02,882: train/sty : 0.0800 +INFO:2022-12-12 20:52:02,882: train/ds : 0.0240 +INFO:2022-12-12 20:52:02,883: train/cyc : 0.7426 +INFO:2022-12-12 20:52:02,884: train/norm : 0.2708 +INFO:2022-12-12 20:52:02,884: train/asr : 0.3318 +INFO:2022-12-12 20:52:02,885: train/f0 : 0.1650 +INFO:2022-12-12 20:52:02,886: train/adv_cls : 0.0000 +INFO:2022-12-12 20:52:02,886: eval/real : 0.5720 +INFO:2022-12-12 20:52:02,887: eval/fake : 0.6309 +INFO:2022-12-12 20:52:02,888: eval/reg : 0.0000 +INFO:2022-12-12 20:52:02,888: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 20:52:02,889: eval/con_reg : 0.0000 +INFO:2022-12-12 20:52:02,890: eval/adv : 0.8609 +INFO:2022-12-12 20:52:02,891: eval/sty : 0.0773 +INFO:2022-12-12 20:52:02,892: eval/ds : 0.0254 +INFO:2022-12-12 20:52:02,894: eval/cyc : 0.6613 +INFO:2022-12-12 20:52:02,895: eval/norm : 0.2609 +INFO:2022-12-12 20:52:02,896: eval/asr : 0.2035 +INFO:2022-12-12 20:52:02,898: eval/f0 : 0.1868 +INFO:2022-12-12 20:52:02,899: eval/adv_cls : 0.0000 +INFO:2022-12-12 20:58:32,336: --- epoch 19 --- +INFO:2022-12-12 20:58:32,337: train/real : 0.6428 +INFO:2022-12-12 20:58:32,339: train/fake : 0.6171 +INFO:2022-12-12 20:58:32,340: train/reg : 0.0025 +INFO:2022-12-12 20:58:32,340: train/real_adv_cls: 0.0000 +INFO:2022-12-12 20:58:32,341: train/con_reg : 0.0000 +INFO:2022-12-12 20:58:32,342: train/adv : 0.9003 +INFO:2022-12-12 20:58:32,342: train/sty : 0.0749 +INFO:2022-12-12 20:58:32,343: train/ds : 0.0251 +INFO:2022-12-12 20:58:32,344: train/cyc : 0.7316 +INFO:2022-12-12 20:58:32,344: train/norm : 0.2612 +INFO:2022-12-12 20:58:32,345: train/asr : 0.3278 +INFO:2022-12-12 20:58:32,346: train/f0 : 0.1648 +INFO:2022-12-12 20:58:32,346: train/adv_cls : 0.0000 +INFO:2022-12-12 20:58:32,347: eval/real : 0.6306 +INFO:2022-12-12 20:58:32,347: eval/fake : 0.6516 +INFO:2022-12-12 20:58:32,348: eval/reg : 0.0000 +INFO:2022-12-12 20:58:32,349: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 20:58:32,349: eval/con_reg : 0.0000 +INFO:2022-12-12 20:58:32,350: eval/adv : 0.8347 +INFO:2022-12-12 20:58:32,351: eval/sty : 0.0829 +INFO:2022-12-12 20:58:32,351: eval/ds : 0.0261 +INFO:2022-12-12 20:58:32,352: eval/cyc : 0.6438 +INFO:2022-12-12 20:58:32,354: eval/norm : 0.2685 +INFO:2022-12-12 20:58:32,355: eval/asr : 0.1886 +INFO:2022-12-12 20:58:32,356: eval/f0 : 0.1793 +INFO:2022-12-12 20:58:32,357: eval/adv_cls : 0.0000 +INFO:2022-12-12 21:05:01,744: --- epoch 20 --- +INFO:2022-12-12 21:05:01,745: train/real : 0.6377 +INFO:2022-12-12 21:05:01,746: train/fake : 0.6110 +INFO:2022-12-12 21:05:01,747: train/reg : 0.0026 +INFO:2022-12-12 21:05:01,748: train/real_adv_cls: 0.0000 +INFO:2022-12-12 21:05:01,748: train/con_reg : 0.0000 +INFO:2022-12-12 21:05:01,749: train/adv : 0.9010 +INFO:2022-12-12 21:05:01,750: train/sty : 0.0716 +INFO:2022-12-12 21:05:01,751: train/ds : 0.0275 +INFO:2022-12-12 21:05:01,752: train/cyc : 0.7325 +INFO:2022-12-12 21:05:01,752: train/norm : 0.2509 +INFO:2022-12-12 21:05:01,753: train/asr : 0.3292 +INFO:2022-12-12 21:05:01,753: train/f0 : 0.1622 +INFO:2022-12-12 21:05:01,754: train/adv_cls : 0.0000 +INFO:2022-12-12 21:05:01,755: eval/real : 0.6229 +INFO:2022-12-12 21:05:01,755: eval/fake : 0.5786 +INFO:2022-12-12 21:05:01,756: eval/reg : 0.0000 +INFO:2022-12-12 21:05:01,756: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 21:05:01,757: eval/con_reg : 0.0000 +INFO:2022-12-12 21:05:01,758: eval/adv : 0.8919 +INFO:2022-12-12 21:05:01,758: eval/sty : 0.0797 +INFO:2022-12-12 21:05:01,759: eval/ds : 0.0271 +INFO:2022-12-12 21:05:01,760: eval/cyc : 0.6425 +INFO:2022-12-12 21:05:01,761: eval/norm : 0.2120 +INFO:2022-12-12 21:05:01,763: eval/asr : 0.1923 +INFO:2022-12-12 21:05:01,764: eval/f0 : 0.1808 +INFO:2022-12-12 21:05:01,765: eval/adv_cls : 0.0000 +INFO:2022-12-12 21:11:34,116: --- epoch 21 --- +INFO:2022-12-12 21:11:34,117: train/real : 0.6348 +INFO:2022-12-12 21:11:34,119: train/fake : 0.6120 +INFO:2022-12-12 21:11:34,120: train/reg : 0.0029 +INFO:2022-12-12 21:11:34,121: train/real_adv_cls: 0.0000 +INFO:2022-12-12 21:11:34,122: train/con_reg : 0.0000 +INFO:2022-12-12 21:11:34,123: train/adv : 0.9173 +INFO:2022-12-12 21:11:34,124: train/sty : 0.0709 +INFO:2022-12-12 21:11:34,125: train/ds : 0.0285 +INFO:2022-12-12 21:11:34,125: train/cyc : 0.7331 +INFO:2022-12-12 21:11:34,126: train/norm : 0.2605 +INFO:2022-12-12 21:11:34,127: train/asr : 0.3357 +INFO:2022-12-12 21:11:34,128: train/f0 : 0.1606 +INFO:2022-12-12 21:11:34,128: train/adv_cls : 0.0000 +INFO:2022-12-12 21:11:34,129: eval/real : 0.5957 +INFO:2022-12-12 21:11:34,130: eval/fake : 0.5975 +INFO:2022-12-12 21:11:34,131: eval/reg : 0.0000 +INFO:2022-12-12 21:11:34,132: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 21:11:34,132: eval/con_reg : 0.0000 +INFO:2022-12-12 21:11:34,133: eval/adv : 0.8774 +INFO:2022-12-12 21:11:34,134: eval/sty : 0.0797 +INFO:2022-12-12 21:11:34,134: eval/ds : 0.0295 +INFO:2022-12-12 21:11:34,135: eval/cyc : 0.6299 +INFO:2022-12-12 21:11:34,136: eval/norm : 0.2001 +INFO:2022-12-12 21:11:34,137: eval/asr : 0.1761 +INFO:2022-12-12 21:11:34,138: eval/f0 : 0.1943 +INFO:2022-12-12 21:11:34,140: eval/adv_cls : 0.0000 +INFO:2022-12-12 21:18:03,363: --- epoch 22 --- +INFO:2022-12-12 21:18:03,364: train/real : 0.6341 +INFO:2022-12-12 21:18:03,364: train/fake : 0.6010 +INFO:2022-12-12 21:18:03,365: train/reg : 0.0032 +INFO:2022-12-12 21:18:03,366: train/real_adv_cls: 0.0000 +INFO:2022-12-12 21:18:03,367: train/con_reg : 0.0000 +INFO:2022-12-12 21:18:03,368: train/adv : 0.9268 +INFO:2022-12-12 21:18:03,369: train/sty : 0.0678 +INFO:2022-12-12 21:18:03,370: train/ds : 0.0284 +INFO:2022-12-12 21:18:03,370: train/cyc : 0.7215 +INFO:2022-12-12 21:18:03,371: train/norm : 0.2398 +INFO:2022-12-12 21:18:03,372: train/asr : 0.3283 +INFO:2022-12-12 21:18:03,372: train/f0 : 0.1632 +INFO:2022-12-12 21:18:03,373: train/adv_cls : 0.0000 +INFO:2022-12-12 21:18:03,374: eval/real : 0.5948 +INFO:2022-12-12 21:18:03,375: eval/fake : 0.6141 +INFO:2022-12-12 21:18:03,376: eval/reg : 0.0000 +INFO:2022-12-12 21:18:03,376: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 21:18:03,377: eval/con_reg : 0.0000 +INFO:2022-12-12 21:18:03,378: eval/adv : 0.8705 +INFO:2022-12-12 21:18:03,379: eval/sty : 0.0698 +INFO:2022-12-12 21:18:03,379: eval/ds : 0.0387 +INFO:2022-12-12 21:18:03,380: eval/cyc : 0.6373 +INFO:2022-12-12 21:18:03,381: eval/norm : 0.3626 +INFO:2022-12-12 21:18:03,381: eval/asr : 0.1871 +INFO:2022-12-12 21:18:03,382: eval/f0 : 0.1751 +INFO:2022-12-12 21:18:03,384: eval/adv_cls : 0.0000 +INFO:2022-12-12 21:24:32,609: --- epoch 23 --- +INFO:2022-12-12 21:24:32,610: train/real : 0.6341 +INFO:2022-12-12 21:24:32,611: train/fake : 0.6041 +INFO:2022-12-12 21:24:32,612: train/reg : 0.0037 +INFO:2022-12-12 21:24:32,613: train/real_adv_cls: 0.0000 +INFO:2022-12-12 21:24:32,614: train/con_reg : 0.0000 +INFO:2022-12-12 21:24:32,615: train/adv : 0.9196 +INFO:2022-12-12 21:24:32,616: train/sty : 0.0652 +INFO:2022-12-12 21:24:32,616: train/ds : 0.0329 +INFO:2022-12-12 21:24:32,617: train/cyc : 0.7253 +INFO:2022-12-12 21:24:32,618: train/norm : 0.2386 +INFO:2022-12-12 21:24:32,619: train/asr : 0.3324 +INFO:2022-12-12 21:24:32,619: train/f0 : 0.1639 +INFO:2022-12-12 21:24:32,620: train/adv_cls : 0.0000 +INFO:2022-12-12 21:24:32,620: eval/real : 0.6333 +INFO:2022-12-12 21:24:32,621: eval/fake : 0.5619 +INFO:2022-12-12 21:24:32,622: eval/reg : 0.0000 +INFO:2022-12-12 21:24:32,622: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 21:24:32,623: eval/con_reg : 0.0000 +INFO:2022-12-12 21:24:32,624: eval/adv : 0.9453 +INFO:2022-12-12 21:24:32,625: eval/sty : 0.0669 +INFO:2022-12-12 21:24:32,625: eval/ds : 0.0299 +INFO:2022-12-12 21:24:32,626: eval/cyc : 0.6257 +INFO:2022-12-12 21:24:32,627: eval/norm : 0.2565 +INFO:2022-12-12 21:24:32,628: eval/asr : 0.1865 +INFO:2022-12-12 21:24:32,629: eval/f0 : 0.1861 +INFO:2022-12-12 21:24:32,631: eval/adv_cls : 0.0000 +INFO:2022-12-12 21:31:01,960: --- epoch 24 --- +INFO:2022-12-12 21:31:01,961: train/real : 0.6285 +INFO:2022-12-12 21:31:01,963: train/fake : 0.5986 +INFO:2022-12-12 21:31:01,963: train/reg : 0.0049 +INFO:2022-12-12 21:31:01,964: train/real_adv_cls: 0.0000 +INFO:2022-12-12 21:31:01,965: train/con_reg : 0.0000 +INFO:2022-12-12 21:31:01,966: train/adv : 0.9480 +INFO:2022-12-12 21:31:01,967: train/sty : 0.0641 +INFO:2022-12-12 21:31:01,968: train/ds : 0.0318 +INFO:2022-12-12 21:31:01,969: train/cyc : 0.7182 +INFO:2022-12-12 21:31:01,970: train/norm : 0.2401 +INFO:2022-12-12 21:31:01,971: train/asr : 0.3283 +INFO:2022-12-12 21:31:01,972: train/f0 : 0.1645 +INFO:2022-12-12 21:31:01,972: train/adv_cls : 0.0000 +INFO:2022-12-12 21:31:01,973: eval/real : 0.6281 +INFO:2022-12-12 21:31:01,974: eval/fake : 0.5635 +INFO:2022-12-12 21:31:01,975: eval/reg : 0.0000 +INFO:2022-12-12 21:31:01,975: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 21:31:01,976: eval/con_reg : 0.0000 +INFO:2022-12-12 21:31:01,977: eval/adv : 0.9430 +INFO:2022-12-12 21:31:01,978: eval/sty : 0.0701 +INFO:2022-12-12 21:31:01,978: eval/ds : 0.0310 +INFO:2022-12-12 21:31:01,979: eval/cyc : 0.5994 +INFO:2022-12-12 21:31:01,980: eval/norm : 0.2321 +INFO:2022-12-12 21:31:01,981: eval/asr : 0.1785 +INFO:2022-12-12 21:31:01,981: eval/f0 : 0.1776 +INFO:2022-12-12 21:31:01,982: eval/adv_cls : 0.0000 +INFO:2022-12-12 21:37:31,210: --- epoch 25 --- +INFO:2022-12-12 21:37:31,211: train/real : 0.6347 +INFO:2022-12-12 21:37:31,214: train/fake : 0.6158 +INFO:2022-12-12 21:37:31,215: train/reg : 0.0052 +INFO:2022-12-12 21:37:31,216: train/real_adv_cls: 0.0000 +INFO:2022-12-12 21:37:31,217: train/con_reg : 0.0000 +INFO:2022-12-12 21:37:31,217: train/adv : 0.9239 +INFO:2022-12-12 21:37:31,218: train/sty : 0.0633 +INFO:2022-12-12 21:37:31,219: train/ds : 0.0327 +INFO:2022-12-12 21:37:31,220: train/cyc : 0.7093 +INFO:2022-12-12 21:37:31,221: train/norm : 0.2526 +INFO:2022-12-12 21:37:31,221: train/asr : 0.3276 +INFO:2022-12-12 21:37:31,222: train/f0 : 0.1575 +INFO:2022-12-12 21:37:31,223: train/adv_cls : 0.0000 +INFO:2022-12-12 21:37:31,224: eval/real : 0.6122 +INFO:2022-12-12 21:37:31,225: eval/fake : 0.6413 +INFO:2022-12-12 21:37:31,226: eval/reg : 0.0000 +INFO:2022-12-12 21:37:31,226: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 21:37:31,227: eval/con_reg : 0.0000 +INFO:2022-12-12 21:37:31,228: eval/adv : 0.8408 +INFO:2022-12-12 21:37:31,229: eval/sty : 0.0602 +INFO:2022-12-12 21:37:31,229: eval/ds : 0.0313 +INFO:2022-12-12 21:37:31,230: eval/cyc : 0.6544 +INFO:2022-12-12 21:37:31,231: eval/norm : 0.2183 +INFO:2022-12-12 21:37:31,232: eval/asr : 0.2268 +INFO:2022-12-12 21:37:31,234: eval/f0 : 0.1742 +INFO:2022-12-12 21:37:31,235: eval/adv_cls : 0.0000 +INFO:2022-12-12 21:44:00,709: --- epoch 26 --- +INFO:2022-12-12 21:44:00,710: train/real : 0.6344 +INFO:2022-12-12 21:44:00,712: train/fake : 0.6241 +INFO:2022-12-12 21:44:00,713: train/reg : 0.0047 +INFO:2022-12-12 21:44:00,714: train/real_adv_cls: 0.0000 +INFO:2022-12-12 21:44:00,715: train/con_reg : 0.0000 +INFO:2022-12-12 21:44:00,716: train/adv : 0.9073 +INFO:2022-12-12 21:44:00,716: train/sty : 0.0616 +INFO:2022-12-12 21:44:00,717: train/ds : 0.0313 +INFO:2022-12-12 21:44:00,718: train/cyc : 0.7107 +INFO:2022-12-12 21:44:00,718: train/norm : 0.2473 +INFO:2022-12-12 21:44:00,719: train/asr : 0.3304 +INFO:2022-12-12 21:44:00,720: train/f0 : 0.1617 +INFO:2022-12-12 21:44:00,720: train/adv_cls : 0.0000 +INFO:2022-12-12 21:44:00,721: eval/real : 0.5942 +INFO:2022-12-12 21:44:00,722: eval/fake : 0.6246 +INFO:2022-12-12 21:44:00,722: eval/reg : 0.0000 +INFO:2022-12-12 21:44:00,723: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 21:44:00,724: eval/con_reg : 0.0000 +INFO:2022-12-12 21:44:00,725: eval/adv : 0.8649 +INFO:2022-12-12 21:44:00,725: eval/sty : 0.0618 +INFO:2022-12-12 21:44:00,726: eval/ds : 0.0325 +INFO:2022-12-12 21:44:00,727: eval/cyc : 0.5834 +INFO:2022-12-12 21:44:00,728: eval/norm : 0.2407 +INFO:2022-12-12 21:44:00,729: eval/asr : 0.1791 +INFO:2022-12-12 21:44:00,731: eval/f0 : 0.1810 +INFO:2022-12-12 21:44:00,732: eval/adv_cls : 0.0000 +INFO:2022-12-12 21:50:29,981: --- epoch 27 --- +INFO:2022-12-12 21:50:29,982: train/real : 0.6370 +INFO:2022-12-12 21:50:29,983: train/fake : 0.6305 +INFO:2022-12-12 21:50:29,984: train/reg : 0.0040 +INFO:2022-12-12 21:50:29,986: train/real_adv_cls: 0.0000 +INFO:2022-12-12 21:50:29,987: train/con_reg : 0.0000 +INFO:2022-12-12 21:50:29,988: train/adv : 0.8894 +INFO:2022-12-12 21:50:29,989: train/sty : 0.0602 +INFO:2022-12-12 21:50:29,990: train/ds : 0.0319 +INFO:2022-12-12 21:50:29,991: train/cyc : 0.7083 +INFO:2022-12-12 21:50:29,991: train/norm : 0.2373 +INFO:2022-12-12 21:50:29,992: train/asr : 0.3310 +INFO:2022-12-12 21:50:29,993: train/f0 : 0.1572 +INFO:2022-12-12 21:50:29,994: train/adv_cls : 0.0000 +INFO:2022-12-12 21:50:29,995: eval/real : 0.5863 +INFO:2022-12-12 21:50:29,995: eval/fake : 0.6501 +INFO:2022-12-12 21:50:29,996: eval/reg : 0.0000 +INFO:2022-12-12 21:50:29,997: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 21:50:29,998: eval/con_reg : 0.0000 +INFO:2022-12-12 21:50:29,999: eval/adv : 0.8386 +INFO:2022-12-12 21:50:29,999: eval/sty : 0.0587 +INFO:2022-12-12 21:50:30,000: eval/ds : 0.0311 +INFO:2022-12-12 21:50:30,001: eval/cyc : 0.6115 +INFO:2022-12-12 21:50:30,002: eval/norm : 0.1863 +INFO:2022-12-12 21:50:30,003: eval/asr : 0.1843 +INFO:2022-12-12 21:50:30,005: eval/f0 : 0.1734 +INFO:2022-12-12 21:50:30,006: eval/adv_cls : 0.0000 +INFO:2022-12-12 21:56:59,218: --- epoch 28 --- +INFO:2022-12-12 21:56:59,219: train/real : 0.6376 +INFO:2022-12-12 21:56:59,220: train/fake : 0.6309 +INFO:2022-12-12 21:56:59,222: train/reg : 0.0039 +INFO:2022-12-12 21:56:59,223: train/real_adv_cls: 0.0000 +INFO:2022-12-12 21:56:59,224: train/con_reg : 0.0000 +INFO:2022-12-12 21:56:59,225: train/adv : 0.8900 +INFO:2022-12-12 21:56:59,226: train/sty : 0.0590 +INFO:2022-12-12 21:56:59,227: train/ds : 0.0322 +INFO:2022-12-12 21:56:59,227: train/cyc : 0.6989 +INFO:2022-12-12 21:56:59,228: train/norm : 0.2448 +INFO:2022-12-12 21:56:59,229: train/asr : 0.3240 +INFO:2022-12-12 21:56:59,230: train/f0 : 0.1575 +INFO:2022-12-12 21:56:59,231: train/adv_cls : 0.0000 +INFO:2022-12-12 21:56:59,232: eval/real : 0.5776 +INFO:2022-12-12 21:56:59,233: eval/fake : 0.6737 +INFO:2022-12-12 21:56:59,234: eval/reg : 0.0000 +INFO:2022-12-12 21:56:59,234: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 21:56:59,235: eval/con_reg : 0.0000 +INFO:2022-12-12 21:56:59,236: eval/adv : 0.7960 +INFO:2022-12-12 21:56:59,237: eval/sty : 0.0627 +INFO:2022-12-12 21:56:59,238: eval/ds : 0.0369 +INFO:2022-12-12 21:56:59,238: eval/cyc : 0.5905 +INFO:2022-12-12 21:56:59,239: eval/norm : 0.2540 +INFO:2022-12-12 21:56:59,240: eval/asr : 0.1860 +INFO:2022-12-12 21:56:59,241: eval/f0 : 0.1646 +INFO:2022-12-12 21:56:59,241: eval/adv_cls : 0.0000 +INFO:2022-12-12 22:03:39,307: --- epoch 29 --- +INFO:2022-12-12 22:03:39,309: train/real : 0.6567 +INFO:2022-12-12 22:03:39,310: train/fake : 0.6743 +INFO:2022-12-12 22:03:39,311: train/reg : 0.0010 +INFO:2022-12-12 22:03:39,312: train/real_adv_cls: 0.0000 +INFO:2022-12-12 22:03:39,312: train/con_reg : 0.0108 +INFO:2022-12-12 22:03:39,313: train/adv : 0.7363 +INFO:2022-12-12 22:03:39,314: train/sty : 0.0530 +INFO:2022-12-12 22:03:39,315: train/ds : 0.0339 +INFO:2022-12-12 22:03:39,316: train/cyc : 0.6866 +INFO:2022-12-12 22:03:39,317: train/norm : 0.1880 +INFO:2022-12-12 22:03:39,317: train/asr : 0.3208 +INFO:2022-12-12 22:03:39,318: train/f0 : 0.1527 +INFO:2022-12-12 22:03:39,319: train/adv_cls : 0.0000 +INFO:2022-12-12 22:03:39,320: eval/real : 0.6417 +INFO:2022-12-12 22:03:39,320: eval/fake : 0.6565 +INFO:2022-12-12 22:03:39,321: eval/reg : 0.0000 +INFO:2022-12-12 22:03:39,322: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 22:03:39,323: eval/con_reg : 0.0000 +INFO:2022-12-12 22:03:39,324: eval/adv : 0.7408 +INFO:2022-12-12 22:03:39,325: eval/sty : 0.0490 +INFO:2022-12-12 22:03:39,325: eval/ds : 0.0317 +INFO:2022-12-12 22:03:39,326: eval/cyc : 0.5551 +INFO:2022-12-12 22:03:39,327: eval/norm : 0.1924 +INFO:2022-12-12 22:03:39,328: eval/asr : 0.1549 +INFO:2022-12-12 22:03:39,330: eval/f0 : 0.1687 +INFO:2022-12-12 22:03:39,331: eval/adv_cls : 0.0000 +INFO:2022-12-12 22:10:19,046: --- epoch 30 --- +INFO:2022-12-12 22:10:19,047: train/real : 0.6622 +INFO:2022-12-12 22:10:19,049: train/fake : 0.6535 +INFO:2022-12-12 22:10:19,050: train/reg : 0.0006 +INFO:2022-12-12 22:10:19,050: train/real_adv_cls: 0.0000 +INFO:2022-12-12 22:10:19,051: train/con_reg : 0.0033 +INFO:2022-12-12 22:10:19,052: train/adv : 0.7543 +INFO:2022-12-12 22:10:19,053: train/sty : 0.0511 +INFO:2022-12-12 22:10:19,054: train/ds : 0.0310 +INFO:2022-12-12 22:10:19,055: train/cyc : 0.6892 +INFO:2022-12-12 22:10:19,056: train/norm : 0.1729 +INFO:2022-12-12 22:10:19,056: train/asr : 0.3242 +INFO:2022-12-12 22:10:19,057: train/f0 : 0.1447 +INFO:2022-12-12 22:10:19,058: train/adv_cls : 0.0000 +INFO:2022-12-12 22:10:19,058: eval/real : 0.6540 +INFO:2022-12-12 22:10:19,059: eval/fake : 0.6431 +INFO:2022-12-12 22:10:19,060: eval/reg : 0.0000 +INFO:2022-12-12 22:10:19,060: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 22:10:19,061: eval/con_reg : 0.0000 +INFO:2022-12-12 22:10:19,062: eval/adv : 0.7562 +INFO:2022-12-12 22:10:19,063: eval/sty : 0.0505 +INFO:2022-12-12 22:10:19,064: eval/ds : 0.0304 +INFO:2022-12-12 22:10:19,065: eval/cyc : 0.5727 +INFO:2022-12-12 22:10:19,065: eval/norm : 0.2261 +INFO:2022-12-12 22:10:19,067: eval/asr : 0.1763 +INFO:2022-12-12 22:10:19,068: eval/f0 : 0.1666 +INFO:2022-12-12 22:10:19,070: eval/adv_cls : 0.0000 +INFO:2022-12-12 22:17:01,809: --- epoch 31 --- +INFO:2022-12-12 22:17:01,810: train/real : 0.6552 +INFO:2022-12-12 22:17:01,812: train/fake : 0.6441 +INFO:2022-12-12 22:17:01,813: train/reg : 0.0007 +INFO:2022-12-12 22:17:01,813: train/real_adv_cls: 0.0000 +INFO:2022-12-12 22:17:01,814: train/con_reg : 0.0032 +INFO:2022-12-12 22:17:01,815: train/adv : 0.7666 +INFO:2022-12-12 22:17:01,816: train/sty : 0.0523 +INFO:2022-12-12 22:17:01,817: train/ds : 0.0296 +INFO:2022-12-12 22:17:01,817: train/cyc : 0.6783 +INFO:2022-12-12 22:17:01,818: train/norm : 0.1683 +INFO:2022-12-12 22:17:01,819: train/asr : 0.3176 +INFO:2022-12-12 22:17:01,820: train/f0 : 0.1492 +INFO:2022-12-12 22:17:01,821: train/adv_cls : 0.0000 +INFO:2022-12-12 22:17:01,822: eval/real : 0.6622 +INFO:2022-12-12 22:17:01,823: eval/fake : 0.6341 +INFO:2022-12-12 22:17:01,824: eval/reg : 0.0000 +INFO:2022-12-12 22:17:01,825: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 22:17:01,826: eval/con_reg : 0.0000 +INFO:2022-12-12 22:17:01,827: eval/adv : 0.7668 +INFO:2022-12-12 22:17:01,828: eval/sty : 0.0523 +INFO:2022-12-12 22:17:01,829: eval/ds : 0.0260 +INFO:2022-12-12 22:17:01,829: eval/cyc : 0.5519 +INFO:2022-12-12 22:17:01,830: eval/norm : 0.1371 +INFO:2022-12-12 22:17:01,832: eval/asr : 0.1600 +INFO:2022-12-12 22:17:01,833: eval/f0 : 0.1619 +INFO:2022-12-12 22:17:01,835: eval/adv_cls : 0.0000 +INFO:2022-12-12 22:23:42,007: --- epoch 32 --- +INFO:2022-12-12 22:23:42,009: train/real : 0.6435 +INFO:2022-12-12 22:23:42,010: train/fake : 0.6290 +INFO:2022-12-12 22:23:42,011: train/reg : 0.0010 +INFO:2022-12-12 22:23:42,012: train/real_adv_cls: 0.0000 +INFO:2022-12-12 22:23:42,014: train/con_reg : 0.0036 +INFO:2022-12-12 22:23:42,015: train/adv : 0.7900 +INFO:2022-12-12 22:23:42,016: train/sty : 0.0515 +INFO:2022-12-12 22:23:42,017: train/ds : 0.0312 +INFO:2022-12-12 22:23:42,018: train/cyc : 0.6767 +INFO:2022-12-12 22:23:42,019: train/norm : 0.1625 +INFO:2022-12-12 22:23:42,020: train/asr : 0.3201 +INFO:2022-12-12 22:23:42,021: train/f0 : 0.1482 +INFO:2022-12-12 22:23:42,022: train/adv_cls : 0.0000 +INFO:2022-12-12 22:23:42,022: eval/real : 0.5987 +INFO:2022-12-12 22:23:42,023: eval/fake : 0.6572 +INFO:2022-12-12 22:23:42,024: eval/reg : 0.0000 +INFO:2022-12-12 22:23:42,024: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 22:23:42,025: eval/con_reg : 0.0000 +INFO:2022-12-12 22:23:42,026: eval/adv : 0.7465 +INFO:2022-12-12 22:23:42,027: eval/sty : 0.0511 +INFO:2022-12-12 22:23:42,027: eval/ds : 0.0298 +INFO:2022-12-12 22:23:42,028: eval/cyc : 0.5486 +INFO:2022-12-12 22:23:42,029: eval/norm : 0.1605 +INFO:2022-12-12 22:23:42,031: eval/asr : 0.1602 +INFO:2022-12-12 22:23:42,032: eval/f0 : 0.1686 +INFO:2022-12-12 22:23:42,034: eval/adv_cls : 0.0000 +INFO:2022-12-12 22:30:22,178: --- epoch 33 --- +INFO:2022-12-12 22:30:22,180: train/real : 0.6419 +INFO:2022-12-12 22:30:22,181: train/fake : 0.6282 +INFO:2022-12-12 22:30:22,183: train/reg : 0.0012 +INFO:2022-12-12 22:30:22,184: train/real_adv_cls: 0.0000 +INFO:2022-12-12 22:30:22,185: train/con_reg : 0.0041 +INFO:2022-12-12 22:30:22,185: train/adv : 0.7907 +INFO:2022-12-12 22:30:22,186: train/sty : 0.0494 +INFO:2022-12-12 22:30:22,187: train/ds : 0.0289 +INFO:2022-12-12 22:30:22,188: train/cyc : 0.6789 +INFO:2022-12-12 22:30:22,189: train/norm : 0.1630 +INFO:2022-12-12 22:30:22,190: train/asr : 0.3245 +INFO:2022-12-12 22:30:22,191: train/f0 : 0.1469 +INFO:2022-12-12 22:30:22,191: train/adv_cls : 0.0000 +INFO:2022-12-12 22:30:22,192: eval/real : 0.5672 +INFO:2022-12-12 22:30:22,194: eval/fake : 0.6921 +INFO:2022-12-12 22:30:22,195: eval/reg : 0.0000 +INFO:2022-12-12 22:30:22,196: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 22:30:22,197: eval/con_reg : 0.0000 +INFO:2022-12-12 22:30:22,198: eval/adv : 0.7045 +INFO:2022-12-12 22:30:22,199: eval/sty : 0.0500 +INFO:2022-12-12 22:30:22,200: eval/ds : 0.0286 +INFO:2022-12-12 22:30:22,201: eval/cyc : 0.5617 +INFO:2022-12-12 22:30:22,202: eval/norm : 0.1524 +INFO:2022-12-12 22:30:22,202: eval/asr : 0.1731 +INFO:2022-12-12 22:30:22,203: eval/f0 : 0.1628 +INFO:2022-12-12 22:30:22,204: eval/adv_cls : 0.0000 +INFO:2022-12-12 22:37:02,169: --- epoch 34 --- +INFO:2022-12-12 22:37:02,170: train/real : 0.6286 +INFO:2022-12-12 22:37:02,171: train/fake : 0.6231 +INFO:2022-12-12 22:37:02,173: train/reg : 0.0015 +INFO:2022-12-12 22:37:02,173: train/real_adv_cls: 0.0000 +INFO:2022-12-12 22:37:02,174: train/con_reg : 0.0042 +INFO:2022-12-12 22:37:02,175: train/adv : 0.8002 +INFO:2022-12-12 22:37:02,176: train/sty : 0.0484 +INFO:2022-12-12 22:37:02,176: train/ds : 0.0319 +INFO:2022-12-12 22:37:02,177: train/cyc : 0.6737 +INFO:2022-12-12 22:37:02,178: train/norm : 0.1604 +INFO:2022-12-12 22:37:02,179: train/asr : 0.3218 +INFO:2022-12-12 22:37:02,180: train/f0 : 0.1411 +INFO:2022-12-12 22:37:02,181: train/adv_cls : 0.0000 +INFO:2022-12-12 22:37:02,182: eval/real : 0.6218 +INFO:2022-12-12 22:37:02,183: eval/fake : 0.6183 +INFO:2022-12-12 22:37:02,184: eval/reg : 0.0000 +INFO:2022-12-12 22:37:02,185: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 22:37:02,186: eval/con_reg : 0.0000 +INFO:2022-12-12 22:37:02,187: eval/adv : 0.7985 +INFO:2022-12-12 22:37:02,187: eval/sty : 0.0480 +INFO:2022-12-12 22:37:02,188: eval/ds : 0.0345 +INFO:2022-12-12 22:37:02,190: eval/cyc : 0.5622 +INFO:2022-12-12 22:37:02,191: eval/norm : 0.1262 +INFO:2022-12-12 22:37:02,193: eval/asr : 0.1644 +INFO:2022-12-12 22:37:02,195: eval/f0 : 0.1599 +INFO:2022-12-12 22:37:02,196: eval/adv_cls : 0.0000 +INFO:2022-12-12 22:43:42,437: --- epoch 35 --- +INFO:2022-12-12 22:43:42,438: train/real : 0.6343 +INFO:2022-12-12 22:43:42,440: train/fake : 0.6285 +INFO:2022-12-12 22:43:42,441: train/reg : 0.0016 +INFO:2022-12-12 22:43:42,442: train/real_adv_cls: 0.0000 +INFO:2022-12-12 22:43:42,442: train/con_reg : 0.0046 +INFO:2022-12-12 22:43:42,443: train/adv : 0.7944 +INFO:2022-12-12 22:43:42,444: train/sty : 0.0472 +INFO:2022-12-12 22:43:42,445: train/ds : 0.0291 +INFO:2022-12-12 22:43:42,446: train/cyc : 0.6616 +INFO:2022-12-12 22:43:42,447: train/norm : 0.1542 +INFO:2022-12-12 22:43:42,448: train/asr : 0.3142 +INFO:2022-12-12 22:43:42,449: train/f0 : 0.1435 +INFO:2022-12-12 22:43:42,449: train/adv_cls : 0.0000 +INFO:2022-12-12 22:43:42,450: eval/real : 0.5759 +INFO:2022-12-12 22:43:42,451: eval/fake : 0.6624 +INFO:2022-12-12 22:43:42,451: eval/reg : 0.0000 +INFO:2022-12-12 22:43:42,452: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 22:43:42,453: eval/con_reg : 0.0000 +INFO:2022-12-12 22:43:42,453: eval/adv : 0.7410 +INFO:2022-12-12 22:43:42,454: eval/sty : 0.0456 +INFO:2022-12-12 22:43:42,455: eval/ds : 0.0280 +INFO:2022-12-12 22:43:42,456: eval/cyc : 0.5376 +INFO:2022-12-12 22:43:42,457: eval/norm : 0.1291 +INFO:2022-12-12 22:43:42,459: eval/asr : 0.1565 +INFO:2022-12-12 22:43:42,461: eval/f0 : 0.1583 +INFO:2022-12-12 22:43:42,462: eval/adv_cls : 0.0000 +INFO:2022-12-12 22:50:22,461: --- epoch 36 --- +INFO:2022-12-12 22:50:22,463: train/real : 0.6278 +INFO:2022-12-12 22:50:22,464: train/fake : 0.6197 +INFO:2022-12-12 22:50:22,465: train/reg : 0.0019 +INFO:2022-12-12 22:50:22,466: train/real_adv_cls: 0.0000 +INFO:2022-12-12 22:50:22,467: train/con_reg : 0.0048 +INFO:2022-12-12 22:50:22,468: train/adv : 0.8055 +INFO:2022-12-12 22:50:22,469: train/sty : 0.0466 +INFO:2022-12-12 22:50:22,470: train/ds : 0.0297 +INFO:2022-12-12 22:50:22,471: train/cyc : 0.6628 +INFO:2022-12-12 22:50:22,471: train/norm : 0.1506 +INFO:2022-12-12 22:50:22,472: train/asr : 0.3226 +INFO:2022-12-12 22:50:22,473: train/f0 : 0.1419 +INFO:2022-12-12 22:50:22,474: train/adv_cls : 0.0000 +INFO:2022-12-12 22:50:22,475: eval/real : 0.6019 +INFO:2022-12-12 22:50:22,476: eval/fake : 0.6401 +INFO:2022-12-12 22:50:22,476: eval/reg : 0.0000 +INFO:2022-12-12 22:50:22,477: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 22:50:22,478: eval/con_reg : 0.0000 +INFO:2022-12-12 22:50:22,478: eval/adv : 0.7677 +INFO:2022-12-12 22:50:22,479: eval/sty : 0.0456 +INFO:2022-12-12 22:50:22,480: eval/ds : 0.0288 +INFO:2022-12-12 22:50:22,481: eval/cyc : 0.5699 +INFO:2022-12-12 22:50:22,482: eval/norm : 0.1385 +INFO:2022-12-12 22:50:22,482: eval/asr : 0.1793 +INFO:2022-12-12 22:50:22,483: eval/f0 : 0.1531 +INFO:2022-12-12 22:50:22,484: eval/adv_cls : 0.0000 +INFO:2022-12-12 22:57:02,915: --- epoch 37 --- +INFO:2022-12-12 22:57:02,916: train/real : 0.6265 +INFO:2022-12-12 22:57:02,917: train/fake : 0.6164 +INFO:2022-12-12 22:57:02,918: train/reg : 0.0024 +INFO:2022-12-12 22:57:02,918: train/real_adv_cls: 0.0000 +INFO:2022-12-12 22:57:02,919: train/con_reg : 0.0053 +INFO:2022-12-12 22:57:02,920: train/adv : 0.8132 +INFO:2022-12-12 22:57:02,920: train/sty : 0.0464 +INFO:2022-12-12 22:57:02,921: train/ds : 0.0307 +INFO:2022-12-12 22:57:02,922: train/cyc : 0.6650 +INFO:2022-12-12 22:57:02,922: train/norm : 0.1559 +INFO:2022-12-12 22:57:02,923: train/asr : 0.3221 +INFO:2022-12-12 22:57:02,924: train/f0 : 0.1421 +INFO:2022-12-12 22:57:02,924: train/adv_cls : 0.0000 +INFO:2022-12-12 22:57:02,925: eval/real : 0.5834 +INFO:2022-12-12 22:57:02,926: eval/fake : 0.6626 +INFO:2022-12-12 22:57:02,926: eval/reg : 0.0000 +INFO:2022-12-12 22:57:02,927: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 22:57:02,928: eval/con_reg : 0.0000 +INFO:2022-12-12 22:57:02,928: eval/adv : 0.7438 +INFO:2022-12-12 22:57:02,929: eval/sty : 0.0455 +INFO:2022-12-12 22:57:02,930: eval/ds : 0.0322 +INFO:2022-12-12 22:57:02,931: eval/cyc : 0.5220 +INFO:2022-12-12 22:57:02,932: eval/norm : 0.1469 +INFO:2022-12-12 22:57:02,934: eval/asr : 0.1488 +INFO:2022-12-12 22:57:02,935: eval/f0 : 0.1629 +INFO:2022-12-12 22:57:02,936: eval/adv_cls : 0.0000 +INFO:2022-12-12 23:03:42,718: --- epoch 38 --- +INFO:2022-12-12 23:03:42,719: train/real : 0.6288 +INFO:2022-12-12 23:03:42,720: train/fake : 0.6163 +INFO:2022-12-12 23:03:42,721: train/reg : 0.0024 +INFO:2022-12-12 23:03:42,722: train/real_adv_cls: 0.0000 +INFO:2022-12-12 23:03:42,723: train/con_reg : 0.0048 +INFO:2022-12-12 23:03:42,723: train/adv : 0.8140 +INFO:2022-12-12 23:03:42,724: train/sty : 0.0455 +INFO:2022-12-12 23:03:42,725: train/ds : 0.0309 +INFO:2022-12-12 23:03:42,726: train/cyc : 0.6598 +INFO:2022-12-12 23:03:42,727: train/norm : 0.1617 +INFO:2022-12-12 23:03:42,728: train/asr : 0.3201 +INFO:2022-12-12 23:03:42,728: train/f0 : 0.1367 +INFO:2022-12-12 23:03:42,729: train/adv_cls : 0.0000 +INFO:2022-12-12 23:03:42,730: eval/real : 0.5844 +INFO:2022-12-12 23:03:42,730: eval/fake : 0.6422 +INFO:2022-12-12 23:03:42,731: eval/reg : 0.0000 +INFO:2022-12-12 23:03:42,732: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 23:03:42,732: eval/con_reg : 0.0000 +INFO:2022-12-12 23:03:42,733: eval/adv : 0.7658 +INFO:2022-12-12 23:03:42,733: eval/sty : 0.0475 +INFO:2022-12-12 23:03:42,734: eval/ds : 0.0306 +INFO:2022-12-12 23:03:42,735: eval/cyc : 0.5270 +INFO:2022-12-12 23:03:42,735: eval/norm : 0.1204 +INFO:2022-12-12 23:03:42,737: eval/asr : 0.1552 +INFO:2022-12-12 23:03:42,738: eval/f0 : 0.1599 +INFO:2022-12-12 23:03:42,740: eval/adv_cls : 0.0000 +INFO:2022-12-12 23:10:22,451: --- epoch 39 --- +INFO:2022-12-12 23:10:22,452: train/real : 0.6204 +INFO:2022-12-12 23:10:22,461: train/fake : 0.6143 +INFO:2022-12-12 23:10:22,462: train/reg : 0.0029 +INFO:2022-12-12 23:10:22,463: train/real_adv_cls: 0.0000 +INFO:2022-12-12 23:10:22,463: train/con_reg : 0.0051 +INFO:2022-12-12 23:10:22,464: train/adv : 0.8193 +INFO:2022-12-12 23:10:22,465: train/sty : 0.0468 +INFO:2022-12-12 23:10:22,466: train/ds : 0.0317 +INFO:2022-12-12 23:10:22,467: train/cyc : 0.6640 +INFO:2022-12-12 23:10:22,468: train/norm : 0.1500 +INFO:2022-12-12 23:10:22,469: train/asr : 0.3212 +INFO:2022-12-12 23:10:22,471: train/f0 : 0.1385 +INFO:2022-12-12 23:10:22,473: train/adv_cls : 0.0000 +INFO:2022-12-12 23:10:22,474: eval/real : 0.6372 +INFO:2022-12-12 23:10:22,476: eval/fake : 0.5787 +INFO:2022-12-12 23:10:22,477: eval/reg : 0.0000 +INFO:2022-12-12 23:10:22,479: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 23:10:22,480: eval/con_reg : 0.0000 +INFO:2022-12-12 23:10:22,482: eval/adv : 0.8483 +INFO:2022-12-12 23:10:22,484: eval/sty : 0.0503 +INFO:2022-12-12 23:10:22,485: eval/ds : 0.0345 +INFO:2022-12-12 23:10:22,486: eval/cyc : 0.5371 +INFO:2022-12-12 23:10:22,488: eval/norm : 0.1381 +INFO:2022-12-12 23:10:22,489: eval/asr : 0.1547 +INFO:2022-12-12 23:10:22,490: eval/f0 : 0.1540 +INFO:2022-12-12 23:10:22,491: eval/adv_cls : 0.0000 +INFO:2022-12-12 23:17:02,602: --- epoch 40 --- +INFO:2022-12-12 23:17:02,603: train/real : 0.6207 +INFO:2022-12-12 23:17:02,604: train/fake : 0.6119 +INFO:2022-12-12 23:17:02,605: train/reg : 0.0030 +INFO:2022-12-12 23:17:02,606: train/real_adv_cls: 0.0000 +INFO:2022-12-12 23:17:02,607: train/con_reg : 0.0049 +INFO:2022-12-12 23:17:02,607: train/adv : 0.8231 +INFO:2022-12-12 23:17:02,608: train/sty : 0.0451 +INFO:2022-12-12 23:17:02,609: train/ds : 0.0306 +INFO:2022-12-12 23:17:02,610: train/cyc : 0.6542 +INFO:2022-12-12 23:17:02,611: train/norm : 0.1543 +INFO:2022-12-12 23:17:02,611: train/asr : 0.3180 +INFO:2022-12-12 23:17:02,612: train/f0 : 0.1400 +INFO:2022-12-12 23:17:02,613: train/adv_cls : 0.0000 +INFO:2022-12-12 23:17:02,614: eval/real : 0.6045 +INFO:2022-12-12 23:17:02,615: eval/fake : 0.6109 +INFO:2022-12-12 23:17:02,616: eval/reg : 0.0000 +INFO:2022-12-12 23:17:02,617: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 23:17:02,617: eval/con_reg : 0.0000 +INFO:2022-12-12 23:17:02,618: eval/adv : 0.8145 +INFO:2022-12-12 23:17:02,619: eval/sty : 0.0465 +INFO:2022-12-12 23:17:02,620: eval/ds : 0.0278 +INFO:2022-12-12 23:17:02,622: eval/cyc : 0.5433 +INFO:2022-12-12 23:17:02,624: eval/norm : 0.1178 +INFO:2022-12-12 23:17:02,625: eval/asr : 0.1719 +INFO:2022-12-12 23:17:02,627: eval/f0 : 0.1511 +INFO:2022-12-12 23:17:02,628: eval/adv_cls : 0.0000 +INFO:2022-12-12 23:23:45,460: --- epoch 41 --- +INFO:2022-12-12 23:23:45,461: train/real : 0.6214 +INFO:2022-12-12 23:23:45,463: train/fake : 0.6077 +INFO:2022-12-12 23:23:45,464: train/reg : 0.0032 +INFO:2022-12-12 23:23:45,465: train/real_adv_cls: 0.0000 +INFO:2022-12-12 23:23:45,465: train/con_reg : 0.0054 +INFO:2022-12-12 23:23:45,466: train/adv : 0.8287 +INFO:2022-12-12 23:23:45,467: train/sty : 0.0445 +INFO:2022-12-12 23:23:45,468: train/ds : 0.0310 +INFO:2022-12-12 23:23:45,469: train/cyc : 0.6620 +INFO:2022-12-12 23:23:45,470: train/norm : 0.1472 +INFO:2022-12-12 23:23:45,470: train/asr : 0.3244 +INFO:2022-12-12 23:23:45,471: train/f0 : 0.1396 +INFO:2022-12-12 23:23:45,472: train/adv_cls : 0.0000 +INFO:2022-12-12 23:23:45,473: eval/real : 0.6199 +INFO:2022-12-12 23:23:45,473: eval/fake : 0.6170 +INFO:2022-12-12 23:23:45,474: eval/reg : 0.0000 +INFO:2022-12-12 23:23:45,475: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 23:23:45,475: eval/con_reg : 0.0000 +INFO:2022-12-12 23:23:45,476: eval/adv : 0.7926 +INFO:2022-12-12 23:23:45,477: eval/sty : 0.0447 +INFO:2022-12-12 23:23:45,478: eval/ds : 0.0281 +INFO:2022-12-12 23:23:45,478: eval/cyc : 0.5033 +INFO:2022-12-12 23:23:45,480: eval/norm : 0.1617 +INFO:2022-12-12 23:23:45,481: eval/asr : 0.1330 +INFO:2022-12-12 23:23:45,482: eval/f0 : 0.1559 +INFO:2022-12-12 23:23:45,484: eval/adv_cls : 0.0000 +INFO:2022-12-12 23:30:25,775: --- epoch 42 --- +INFO:2022-12-12 23:30:25,776: train/real : 0.6250 +INFO:2022-12-12 23:30:25,778: train/fake : 0.6188 +INFO:2022-12-12 23:30:25,779: train/reg : 0.0031 +INFO:2022-12-12 23:30:25,779: train/real_adv_cls: 0.0000 +INFO:2022-12-12 23:30:25,780: train/con_reg : 0.0049 +INFO:2022-12-12 23:30:25,781: train/adv : 0.8151 +INFO:2022-12-12 23:30:25,782: train/sty : 0.0434 +INFO:2022-12-12 23:30:25,782: train/ds : 0.0302 +INFO:2022-12-12 23:30:25,783: train/cyc : 0.6533 +INFO:2022-12-12 23:30:25,784: train/norm : 0.1452 +INFO:2022-12-12 23:30:25,785: train/asr : 0.3200 +INFO:2022-12-12 23:30:25,786: train/f0 : 0.1376 +INFO:2022-12-12 23:30:25,786: train/adv_cls : 0.0000 +INFO:2022-12-12 23:30:25,787: eval/real : 0.6171 +INFO:2022-12-12 23:30:25,788: eval/fake : 0.6098 +INFO:2022-12-12 23:30:25,788: eval/reg : 0.0000 +INFO:2022-12-12 23:30:25,789: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 23:30:25,790: eval/con_reg : 0.0000 +INFO:2022-12-12 23:30:25,791: eval/adv : 0.8047 +INFO:2022-12-12 23:30:25,791: eval/sty : 0.0441 +INFO:2022-12-12 23:30:25,792: eval/ds : 0.0271 +INFO:2022-12-12 23:30:25,793: eval/cyc : 0.5163 +INFO:2022-12-12 23:30:25,795: eval/norm : 0.1639 +INFO:2022-12-12 23:30:25,796: eval/asr : 0.1565 +INFO:2022-12-12 23:30:25,798: eval/f0 : 0.1522 +INFO:2022-12-12 23:30:25,799: eval/adv_cls : 0.0000 +INFO:2022-12-12 23:37:06,030: --- epoch 43 --- +INFO:2022-12-12 23:37:06,032: train/real : 0.6217 +INFO:2022-12-12 23:37:06,033: train/fake : 0.6136 +INFO:2022-12-12 23:37:06,034: train/reg : 0.0032 +INFO:2022-12-12 23:37:06,035: train/real_adv_cls: 0.0000 +INFO:2022-12-12 23:37:06,036: train/con_reg : 0.0051 +INFO:2022-12-12 23:37:06,037: train/adv : 0.8268 +INFO:2022-12-12 23:37:06,038: train/sty : 0.0430 +INFO:2022-12-12 23:37:06,038: train/ds : 0.0309 +INFO:2022-12-12 23:37:06,039: train/cyc : 0.6540 +INFO:2022-12-12 23:37:06,040: train/norm : 0.1497 +INFO:2022-12-12 23:37:06,040: train/asr : 0.3200 +INFO:2022-12-12 23:37:06,041: train/f0 : 0.1415 +INFO:2022-12-12 23:37:06,042: train/adv_cls : 0.0000 +INFO:2022-12-12 23:37:06,043: eval/real : 0.6158 +INFO:2022-12-12 23:37:06,043: eval/fake : 0.6335 +INFO:2022-12-12 23:37:06,044: eval/reg : 0.0000 +INFO:2022-12-12 23:37:06,045: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 23:37:06,045: eval/con_reg : 0.0000 +INFO:2022-12-12 23:37:06,046: eval/adv : 0.7859 +INFO:2022-12-12 23:37:06,047: eval/sty : 0.0440 +INFO:2022-12-12 23:37:06,047: eval/ds : 0.0298 +INFO:2022-12-12 23:37:06,049: eval/cyc : 0.5495 +INFO:2022-12-12 23:37:06,050: eval/norm : 0.1673 +INFO:2022-12-12 23:37:06,052: eval/asr : 0.1677 +INFO:2022-12-12 23:37:06,053: eval/f0 : 0.1594 +INFO:2022-12-12 23:37:06,055: eval/adv_cls : 0.0000 +INFO:2022-12-12 23:43:46,237: --- epoch 44 --- +INFO:2022-12-12 23:43:46,238: train/real : 0.6187 +INFO:2022-12-12 23:43:46,240: train/fake : 0.6140 +INFO:2022-12-12 23:43:46,241: train/reg : 0.0035 +INFO:2022-12-12 23:43:46,242: train/real_adv_cls: 0.0000 +INFO:2022-12-12 23:43:46,243: train/con_reg : 0.0052 +INFO:2022-12-12 23:43:46,244: train/adv : 0.8244 +INFO:2022-12-12 23:43:46,245: train/sty : 0.0434 +INFO:2022-12-12 23:43:46,246: train/ds : 0.0314 +INFO:2022-12-12 23:43:46,247: train/cyc : 0.6445 +INFO:2022-12-12 23:43:46,248: train/norm : 0.1485 +INFO:2022-12-12 23:43:46,249: train/asr : 0.3154 +INFO:2022-12-12 23:43:46,250: train/f0 : 0.1361 +INFO:2022-12-12 23:43:46,251: train/adv_cls : 0.0000 +INFO:2022-12-12 23:43:46,252: eval/real : 0.5818 +INFO:2022-12-12 23:43:46,253: eval/fake : 0.6376 +INFO:2022-12-12 23:43:46,254: eval/reg : 0.0000 +INFO:2022-12-12 23:43:46,255: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 23:43:46,256: eval/con_reg : 0.0000 +INFO:2022-12-12 23:43:46,256: eval/adv : 0.7766 +INFO:2022-12-12 23:43:46,257: eval/sty : 0.0458 +INFO:2022-12-12 23:43:46,258: eval/ds : 0.0339 +INFO:2022-12-12 23:43:46,259: eval/cyc : 0.5070 +INFO:2022-12-12 23:43:46,260: eval/norm : 0.1106 +INFO:2022-12-12 23:43:46,261: eval/asr : 0.1482 +INFO:2022-12-12 23:43:46,262: eval/f0 : 0.1529 +INFO:2022-12-12 23:43:46,262: eval/adv_cls : 0.0000 +INFO:2022-12-12 23:50:26,231: --- epoch 45 --- +INFO:2022-12-12 23:50:26,233: train/real : 0.6189 +INFO:2022-12-12 23:50:26,234: train/fake : 0.6167 +INFO:2022-12-12 23:50:26,235: train/reg : 0.0036 +INFO:2022-12-12 23:50:26,236: train/real_adv_cls: 0.0000 +INFO:2022-12-12 23:50:26,236: train/con_reg : 0.0052 +INFO:2022-12-12 23:50:26,237: train/adv : 0.8241 +INFO:2022-12-12 23:50:26,238: train/sty : 0.0427 +INFO:2022-12-12 23:50:26,240: train/ds : 0.0317 +INFO:2022-12-12 23:50:26,241: train/cyc : 0.6515 +INFO:2022-12-12 23:50:26,242: train/norm : 0.1433 +INFO:2022-12-12 23:50:26,243: train/asr : 0.3227 +INFO:2022-12-12 23:50:26,244: train/f0 : 0.1357 +INFO:2022-12-12 23:50:26,245: train/adv_cls : 0.0000 +INFO:2022-12-12 23:50:26,246: eval/real : 0.6106 +INFO:2022-12-12 23:50:26,247: eval/fake : 0.6353 +INFO:2022-12-12 23:50:26,247: eval/reg : 0.0000 +INFO:2022-12-12 23:50:26,248: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 23:50:26,249: eval/con_reg : 0.0000 +INFO:2022-12-12 23:50:26,250: eval/adv : 0.7893 +INFO:2022-12-12 23:50:26,252: eval/sty : 0.0407 +INFO:2022-12-12 23:50:26,253: eval/ds : 0.0300 +INFO:2022-12-12 23:50:26,254: eval/cyc : 0.4990 +INFO:2022-12-12 23:50:26,255: eval/norm : 0.1523 +INFO:2022-12-12 23:50:26,256: eval/asr : 0.1451 +INFO:2022-12-12 23:50:26,257: eval/f0 : 0.1568 +INFO:2022-12-12 23:50:26,258: eval/adv_cls : 0.0000 +INFO:2022-12-12 23:57:06,179: --- epoch 46 --- +INFO:2022-12-12 23:57:06,181: train/real : 0.6217 +INFO:2022-12-12 23:57:06,183: train/fake : 0.6200 +INFO:2022-12-12 23:57:06,184: train/reg : 0.0034 +INFO:2022-12-12 23:57:06,185: train/real_adv_cls: 0.0000 +INFO:2022-12-12 23:57:06,186: train/con_reg : 0.0050 +INFO:2022-12-12 23:57:06,186: train/adv : 0.8268 +INFO:2022-12-12 23:57:06,187: train/sty : 0.0410 +INFO:2022-12-12 23:57:06,188: train/ds : 0.0325 +INFO:2022-12-12 23:57:06,189: train/cyc : 0.6420 +INFO:2022-12-12 23:57:06,190: train/norm : 0.1518 +INFO:2022-12-12 23:57:06,190: train/asr : 0.3142 +INFO:2022-12-12 23:57:06,191: train/f0 : 0.1379 +INFO:2022-12-12 23:57:06,192: train/adv_cls : 0.0000 +INFO:2022-12-12 23:57:06,192: eval/real : 0.6213 +INFO:2022-12-12 23:57:06,193: eval/fake : 0.6207 +INFO:2022-12-12 23:57:06,194: eval/reg : 0.0000 +INFO:2022-12-12 23:57:06,195: eval/real_adv_cls: 0.0000 +INFO:2022-12-12 23:57:06,195: eval/con_reg : 0.0000 +INFO:2022-12-12 23:57:06,196: eval/adv : 0.7980 +INFO:2022-12-12 23:57:06,197: eval/sty : 0.0413 +INFO:2022-12-12 23:57:06,198: eval/ds : 0.0333 +INFO:2022-12-12 23:57:06,199: eval/cyc : 0.5017 +INFO:2022-12-12 23:57:06,199: eval/norm : 0.1241 +INFO:2022-12-12 23:57:06,201: eval/asr : 0.1470 +INFO:2022-12-12 23:57:06,202: eval/f0 : 0.1582 +INFO:2022-12-12 23:57:06,203: eval/adv_cls : 0.0000 +INFO:2022-12-13 00:03:46,258: --- epoch 47 --- +INFO:2022-12-13 00:03:46,259: train/real : 0.6203 +INFO:2022-12-13 00:03:46,260: train/fake : 0.6166 +INFO:2022-12-13 00:03:46,261: train/reg : 0.0038 +INFO:2022-12-13 00:03:46,262: train/real_adv_cls: 0.0000 +INFO:2022-12-13 00:03:46,263: train/con_reg : 0.0054 +INFO:2022-12-13 00:03:46,264: train/adv : 0.8269 +INFO:2022-12-13 00:03:46,265: train/sty : 0.0399 +INFO:2022-12-13 00:03:46,266: train/ds : 0.0317 +INFO:2022-12-13 00:03:46,266: train/cyc : 0.6337 +INFO:2022-12-13 00:03:46,267: train/norm : 0.1455 +INFO:2022-12-13 00:03:46,268: train/asr : 0.3075 +INFO:2022-12-13 00:03:46,268: train/f0 : 0.1342 +INFO:2022-12-13 00:03:46,269: train/adv_cls : 0.0000 +INFO:2022-12-13 00:03:46,270: eval/real : 0.5945 +INFO:2022-12-13 00:03:46,271: eval/fake : 0.6230 +INFO:2022-12-13 00:03:46,271: eval/reg : 0.0000 +INFO:2022-12-13 00:03:46,272: eval/real_adv_cls: 0.0000 +INFO:2022-12-13 00:03:46,273: eval/con_reg : 0.0000 +INFO:2022-12-13 00:03:46,274: eval/adv : 0.7991 +INFO:2022-12-13 00:03:46,275: eval/sty : 0.0466 +INFO:2022-12-13 00:03:46,275: eval/ds : 0.0323 +INFO:2022-12-13 00:03:46,276: eval/cyc : 0.5077 +INFO:2022-12-13 00:03:46,277: eval/norm : 0.1801 +INFO:2022-12-13 00:03:46,279: eval/asr : 0.1491 +INFO:2022-12-13 00:03:46,280: eval/f0 : 0.1543 +INFO:2022-12-13 00:03:46,281: eval/adv_cls : 0.0000 +INFO:2022-12-13 00:10:26,426: --- epoch 48 --- +INFO:2022-12-13 00:10:26,427: train/real : 0.6215 +INFO:2022-12-13 00:10:26,428: train/fake : 0.6193 +INFO:2022-12-13 00:10:26,430: train/reg : 0.0037 +INFO:2022-12-13 00:10:26,430: train/real_adv_cls: 0.0000 +INFO:2022-12-13 00:10:26,431: train/con_reg : 0.0051 +INFO:2022-12-13 00:10:26,431: train/adv : 0.8232 +INFO:2022-12-13 00:10:26,432: train/sty : 0.0417 +INFO:2022-12-13 00:10:26,433: train/ds : 0.0318 +INFO:2022-12-13 00:10:26,434: train/cyc : 0.6464 +INFO:2022-12-13 00:10:26,435: train/norm : 0.1524 +INFO:2022-12-13 00:10:26,435: train/asr : 0.3207 +INFO:2022-12-13 00:10:26,436: train/f0 : 0.1374 +INFO:2022-12-13 00:10:26,437: train/adv_cls : 0.0000 +INFO:2022-12-13 00:10:26,437: eval/real : 0.6311 +INFO:2022-12-13 00:10:26,438: eval/fake : 0.5884 +INFO:2022-12-13 00:10:26,439: eval/reg : 0.0000 +INFO:2022-12-13 00:10:26,440: eval/real_adv_cls: 0.0000 +INFO:2022-12-13 00:10:26,440: eval/con_reg : 0.0000 +INFO:2022-12-13 00:10:26,441: eval/adv : 0.8369 +INFO:2022-12-13 00:10:26,442: eval/sty : 0.0409 +INFO:2022-12-13 00:10:26,443: eval/ds : 0.0377 +INFO:2022-12-13 00:10:26,444: eval/cyc : 0.5041 +INFO:2022-12-13 00:10:26,446: eval/norm : 0.1519 +INFO:2022-12-13 00:10:26,447: eval/asr : 0.1537 +INFO:2022-12-13 00:10:26,449: eval/f0 : 0.1634 +INFO:2022-12-13 00:10:26,450: eval/adv_cls : 0.0000 +INFO:2022-12-13 00:17:21,351: --- epoch 49 --- +INFO:2022-12-13 00:17:21,353: train/real : 0.6188 +INFO:2022-12-13 00:17:21,354: train/fake : 0.6170 +INFO:2022-12-13 00:17:21,355: train/reg : 0.0034 +INFO:2022-12-13 00:17:21,357: train/real_adv_cls: 3.6903 +INFO:2022-12-13 00:17:21,358: train/con_reg : 0.0051 +INFO:2022-12-13 00:17:21,359: train/adv : 0.8228 +INFO:2022-12-13 00:17:21,359: train/sty : 0.0412 +INFO:2022-12-13 00:17:21,360: train/ds : 0.0292 +INFO:2022-12-13 00:17:21,361: train/cyc : 0.6418 +INFO:2022-12-13 00:17:21,362: train/norm : 0.1390 +INFO:2022-12-13 00:17:21,362: train/asr : 0.3183 +INFO:2022-12-13 00:17:21,363: train/f0 : 0.1312 +INFO:2022-12-13 00:17:21,364: train/adv_cls : 3.6838 +INFO:2022-12-13 00:17:21,364: eval/real : 0.5881 +INFO:2022-12-13 00:17:21,365: eval/fake : 0.6603 +INFO:2022-12-13 00:17:21,366: eval/reg : 0.0000 +INFO:2022-12-13 00:17:21,366: eval/real_adv_cls: 3.6781 +INFO:2022-12-13 00:17:21,367: eval/con_reg : 0.0000 +INFO:2022-12-13 00:17:21,368: eval/adv : 0.7540 +INFO:2022-12-13 00:17:21,368: eval/sty : 0.0426 +INFO:2022-12-13 00:17:21,369: eval/ds : 0.0279 +INFO:2022-12-13 00:17:21,370: eval/cyc : 0.5166 +INFO:2022-12-13 00:17:21,371: eval/norm : 0.1796 +INFO:2022-12-13 00:17:21,372: eval/asr : 0.1619 +INFO:2022-12-13 00:17:21,374: eval/f0 : 0.1492 +INFO:2022-12-13 00:17:21,375: eval/adv_cls : 3.6832 +INFO:2022-12-13 00:24:16,337: --- epoch 50 --- +INFO:2022-12-13 00:24:16,338: train/real : 0.6272 +INFO:2022-12-13 00:24:16,340: train/fake : 0.6176 +INFO:2022-12-13 00:24:16,340: train/reg : 0.0029 +INFO:2022-12-13 00:24:16,341: train/real_adv_cls: 3.6844 +INFO:2022-12-13 00:24:16,342: train/con_reg : 0.0048 +INFO:2022-12-13 00:24:16,343: train/adv : 0.8191 +INFO:2022-12-13 00:24:16,344: train/sty : 0.0408 +INFO:2022-12-13 00:24:16,344: train/ds : 0.0279 +INFO:2022-12-13 00:24:16,345: train/cyc : 0.6410 +INFO:2022-12-13 00:24:16,346: train/norm : 0.1443 +INFO:2022-12-13 00:24:16,346: train/asr : 0.3199 +INFO:2022-12-13 00:24:16,347: train/f0 : 0.1288 +INFO:2022-12-13 00:24:16,348: train/adv_cls : 3.6770 +INFO:2022-12-13 00:24:16,349: eval/real : 0.6204 +INFO:2022-12-13 00:24:16,349: eval/fake : 0.6219 +INFO:2022-12-13 00:24:16,350: eval/reg : 0.0000 +INFO:2022-12-13 00:24:16,351: eval/real_adv_cls: 3.6766 +INFO:2022-12-13 00:24:16,351: eval/con_reg : 0.0000 +INFO:2022-12-13 00:24:16,352: eval/adv : 0.8007 +INFO:2022-12-13 00:24:16,352: eval/sty : 0.0413 +INFO:2022-12-13 00:24:16,353: eval/ds : 0.0290 +INFO:2022-12-13 00:24:16,354: eval/cyc : 0.5131 +INFO:2022-12-13 00:24:16,356: eval/norm : 0.1435 +INFO:2022-12-13 00:24:16,357: eval/asr : 0.1539 +INFO:2022-12-13 00:24:16,358: eval/f0 : 0.1499 +INFO:2022-12-13 00:24:16,360: eval/adv_cls : 3.6803 +INFO:2022-12-13 00:31:13,737: --- epoch 51 --- +INFO:2022-12-13 00:31:13,738: train/real : 0.6255 +INFO:2022-12-13 00:31:13,740: train/fake : 0.6227 +INFO:2022-12-13 00:31:13,741: train/reg : 0.0028 +INFO:2022-12-13 00:31:13,743: train/real_adv_cls: 3.6829 +INFO:2022-12-13 00:31:13,744: train/con_reg : 0.0043 +INFO:2022-12-13 00:31:13,745: train/adv : 0.8166 +INFO:2022-12-13 00:31:13,746: train/sty : 0.0408 +INFO:2022-12-13 00:31:13,747: train/ds : 0.0293 +INFO:2022-12-13 00:31:13,748: train/cyc : 0.6405 +INFO:2022-12-13 00:31:13,749: train/norm : 0.1453 +INFO:2022-12-13 00:31:13,749: train/asr : 0.3202 +INFO:2022-12-13 00:31:13,750: train/f0 : 0.1245 +INFO:2022-12-13 00:31:13,751: train/adv_cls : 3.6736 +INFO:2022-12-13 00:31:13,752: eval/real : 0.6050 +INFO:2022-12-13 00:31:13,753: eval/fake : 0.6327 +INFO:2022-12-13 00:31:13,754: eval/reg : 0.0000 +INFO:2022-12-13 00:31:13,755: eval/real_adv_cls: 3.6747 +INFO:2022-12-13 00:31:13,755: eval/con_reg : 0.0000 +INFO:2022-12-13 00:31:13,756: eval/adv : 0.7820 +INFO:2022-12-13 00:31:13,757: eval/sty : 0.0428 +INFO:2022-12-13 00:31:13,758: eval/ds : 0.0293 +INFO:2022-12-13 00:31:13,758: eval/cyc : 0.5162 +INFO:2022-12-13 00:31:13,759: eval/norm : 0.1355 +INFO:2022-12-13 00:31:13,760: eval/asr : 0.1494 +INFO:2022-12-13 00:31:13,761: eval/f0 : 0.1463 +INFO:2022-12-13 00:31:13,763: eval/adv_cls : 3.6744 +INFO:2022-12-13 00:38:08,431: --- epoch 52 --- +INFO:2022-12-13 00:38:08,432: train/real : 0.6265 +INFO:2022-12-13 00:38:08,434: train/fake : 0.6222 +INFO:2022-12-13 00:38:08,435: train/reg : 0.0025 +INFO:2022-12-13 00:38:08,436: train/real_adv_cls: 3.6820 +INFO:2022-12-13 00:38:08,437: train/con_reg : 0.0046 +INFO:2022-12-13 00:38:08,438: train/adv : 0.8119 +INFO:2022-12-13 00:38:08,439: train/sty : 0.0403 +INFO:2022-12-13 00:38:08,440: train/ds : 0.0301 +INFO:2022-12-13 00:38:08,441: train/cyc : 0.6367 +INFO:2022-12-13 00:38:08,442: train/norm : 0.1402 +INFO:2022-12-13 00:38:08,443: train/asr : 0.3180 +INFO:2022-12-13 00:38:08,444: train/f0 : 0.1244 +INFO:2022-12-13 00:38:08,445: train/adv_cls : 3.6756 +INFO:2022-12-13 00:38:08,445: eval/real : 0.5866 +INFO:2022-12-13 00:38:08,446: eval/fake : 0.6429 +INFO:2022-12-13 00:38:08,447: eval/reg : 0.0000 +INFO:2022-12-13 00:38:08,448: eval/real_adv_cls: 3.6762 +INFO:2022-12-13 00:38:08,449: eval/con_reg : 0.0000 +INFO:2022-12-13 00:38:08,450: eval/adv : 0.7689 +INFO:2022-12-13 00:38:08,450: eval/sty : 0.0408 +INFO:2022-12-13 00:38:08,451: eval/ds : 0.0297 +INFO:2022-12-13 00:38:08,452: eval/cyc : 0.4827 +INFO:2022-12-13 00:38:08,452: eval/norm : 0.1509 +INFO:2022-12-13 00:38:08,453: eval/asr : 0.1464 +INFO:2022-12-13 00:38:08,454: eval/f0 : 0.1416 +INFO:2022-12-13 00:38:08,455: eval/adv_cls : 3.6735 +INFO:2022-12-13 00:45:03,343: --- epoch 53 --- +INFO:2022-12-13 00:45:03,344: train/real : 0.6293 +INFO:2022-12-13 00:45:03,346: train/fake : 0.6250 +INFO:2022-12-13 00:45:03,346: train/reg : 0.0026 +INFO:2022-12-13 00:45:03,348: train/real_adv_cls: 3.6795 +INFO:2022-12-13 00:45:03,348: train/con_reg : 0.0047 +INFO:2022-12-13 00:45:03,349: train/adv : 0.8113 +INFO:2022-12-13 00:45:03,350: train/sty : 0.0403 +INFO:2022-12-13 00:45:03,351: train/ds : 0.0300 +INFO:2022-12-13 00:45:03,351: train/cyc : 0.6286 +INFO:2022-12-13 00:45:03,352: train/norm : 0.1443 +INFO:2022-12-13 00:45:03,354: train/asr : 0.3135 +INFO:2022-12-13 00:45:03,355: train/f0 : 0.1266 +INFO:2022-12-13 00:45:03,356: train/adv_cls : 3.6785 +INFO:2022-12-13 00:45:03,356: eval/real : 0.6231 +INFO:2022-12-13 00:45:03,357: eval/fake : 0.6050 +INFO:2022-12-13 00:45:03,359: eval/reg : 0.0000 +INFO:2022-12-13 00:45:03,360: eval/real_adv_cls: 3.6754 +INFO:2022-12-13 00:45:03,360: eval/con_reg : 0.0000 +INFO:2022-12-13 00:45:03,361: eval/adv : 0.8181 +INFO:2022-12-13 00:45:03,362: eval/sty : 0.0431 +INFO:2022-12-13 00:45:03,363: eval/ds : 0.0300 +INFO:2022-12-13 00:45:03,364: eval/cyc : 0.4698 +INFO:2022-12-13 00:45:03,365: eval/norm : 0.1400 +INFO:2022-12-13 00:45:03,366: eval/asr : 0.1359 +INFO:2022-12-13 00:45:03,367: eval/f0 : 0.1449 +INFO:2022-12-13 00:45:03,368: eval/adv_cls : 3.6806 +INFO:2022-12-13 00:51:58,203: --- epoch 54 --- +INFO:2022-12-13 00:51:58,204: train/real : 0.6236 +INFO:2022-12-13 00:51:58,205: train/fake : 0.6252 +INFO:2022-12-13 00:51:58,206: train/reg : 0.0026 +INFO:2022-12-13 00:51:58,207: train/real_adv_cls: 3.6802 +INFO:2022-12-13 00:51:58,208: train/con_reg : 0.0046 +INFO:2022-12-13 00:51:58,209: train/adv : 0.8141 +INFO:2022-12-13 00:51:58,209: train/sty : 0.0399 +INFO:2022-12-13 00:51:58,210: train/ds : 0.0301 +INFO:2022-12-13 00:51:58,211: train/cyc : 0.6310 +INFO:2022-12-13 00:51:58,212: train/norm : 0.1464 +INFO:2022-12-13 00:51:58,213: train/asr : 0.3164 +INFO:2022-12-13 00:51:58,213: train/f0 : 0.1223 +INFO:2022-12-13 00:51:58,214: train/adv_cls : 3.6756 +INFO:2022-12-13 00:51:58,215: eval/real : 0.6221 +INFO:2022-12-13 00:51:58,216: eval/fake : 0.6226 +INFO:2022-12-13 00:51:58,216: eval/reg : 0.0000 +INFO:2022-12-13 00:51:58,217: eval/real_adv_cls: 3.6750 +INFO:2022-12-13 00:51:58,218: eval/con_reg : 0.0000 +INFO:2022-12-13 00:51:58,219: eval/adv : 0.7887 +INFO:2022-12-13 00:51:58,220: eval/sty : 0.0406 +INFO:2022-12-13 00:51:58,221: eval/ds : 0.0323 +INFO:2022-12-13 00:51:58,221: eval/cyc : 0.4941 +INFO:2022-12-13 00:51:58,222: eval/norm : 0.1885 +INFO:2022-12-13 00:51:58,223: eval/asr : 0.1500 +INFO:2022-12-13 00:51:58,225: eval/f0 : 0.1435 +INFO:2022-12-13 00:51:58,226: eval/adv_cls : 3.6752 +INFO:2022-12-13 00:58:53,272: --- epoch 55 --- +INFO:2022-12-13 00:58:53,274: train/real : 0.6262 +INFO:2022-12-13 00:58:53,275: train/fake : 0.6300 +INFO:2022-12-13 00:58:53,276: train/reg : 0.0028 +INFO:2022-12-13 00:58:53,277: train/real_adv_cls: 3.6811 +INFO:2022-12-13 00:58:53,278: train/con_reg : 0.0045 +INFO:2022-12-13 00:58:53,279: train/adv : 0.8085 +INFO:2022-12-13 00:58:53,280: train/sty : 0.0386 +INFO:2022-12-13 00:58:53,280: train/ds : 0.0300 +INFO:2022-12-13 00:58:53,281: train/cyc : 0.6348 +INFO:2022-12-13 00:58:53,282: train/norm : 0.1509 +INFO:2022-12-13 00:58:53,282: train/asr : 0.3200 +INFO:2022-12-13 00:58:53,283: train/f0 : 0.1204 +INFO:2022-12-13 00:58:53,284: train/adv_cls : 3.6774 +INFO:2022-12-13 00:58:53,284: eval/real : 0.5756 +INFO:2022-12-13 00:58:53,285: eval/fake : 0.6534 +INFO:2022-12-13 00:58:53,286: eval/reg : 0.0000 +INFO:2022-12-13 00:58:53,286: eval/real_adv_cls: 3.6762 +INFO:2022-12-13 00:58:53,287: eval/con_reg : 0.0000 +INFO:2022-12-13 00:58:53,288: eval/adv : 0.7573 +INFO:2022-12-13 00:58:53,288: eval/sty : 0.0440 +INFO:2022-12-13 00:58:53,289: eval/ds : 0.0322 +INFO:2022-12-13 00:58:53,290: eval/cyc : 0.4919 +INFO:2022-12-13 00:58:53,291: eval/norm : 0.1545 +INFO:2022-12-13 00:58:53,291: eval/asr : 0.1466 +INFO:2022-12-13 00:58:53,293: eval/f0 : 0.1436 +INFO:2022-12-13 00:58:53,294: eval/adv_cls : 3.6770 +INFO:2022-12-13 01:05:48,126: --- epoch 56 --- +INFO:2022-12-13 01:05:48,127: train/real : 0.6219 +INFO:2022-12-13 01:05:48,135: train/fake : 0.6292 +INFO:2022-12-13 01:05:48,136: train/reg : 0.0027 +INFO:2022-12-13 01:05:48,137: train/real_adv_cls: 3.6808 +INFO:2022-12-13 01:05:48,138: train/con_reg : 0.0049 +INFO:2022-12-13 01:05:48,139: train/adv : 0.8146 +INFO:2022-12-13 01:05:48,140: train/sty : 0.0389 +INFO:2022-12-13 01:05:48,141: train/ds : 0.0313 +INFO:2022-12-13 01:05:48,142: train/cyc : 0.6261 +INFO:2022-12-13 01:05:48,143: train/norm : 0.1436 +INFO:2022-12-13 01:05:48,143: train/asr : 0.3139 +INFO:2022-12-13 01:05:48,144: train/f0 : 0.1193 +INFO:2022-12-13 01:05:48,145: train/adv_cls : 3.6748 +INFO:2022-12-13 01:05:48,146: eval/real : 0.5931 +INFO:2022-12-13 01:05:48,146: eval/fake : 0.6645 +INFO:2022-12-13 01:05:48,147: eval/reg : 0.0000 +INFO:2022-12-13 01:05:48,148: eval/real_adv_cls: 3.6759 +INFO:2022-12-13 01:05:48,149: eval/con_reg : 0.0000 +INFO:2022-12-13 01:05:48,150: eval/adv : 0.7453 +INFO:2022-12-13 01:05:48,151: eval/sty : 0.0410 +INFO:2022-12-13 01:05:48,152: eval/ds : 0.0337 +INFO:2022-12-13 01:05:48,153: eval/cyc : 0.5067 +INFO:2022-12-13 01:05:48,154: eval/norm : 0.1285 +INFO:2022-12-13 01:05:48,155: eval/asr : 0.1663 +INFO:2022-12-13 01:05:48,156: eval/f0 : 0.1361 +INFO:2022-12-13 01:05:48,157: eval/adv_cls : 3.6761 +INFO:2022-12-13 01:12:42,939: --- epoch 57 --- +INFO:2022-12-13 01:12:42,941: train/real : 0.6254 +INFO:2022-12-13 01:12:42,943: train/fake : 0.6281 +INFO:2022-12-13 01:12:42,944: train/reg : 0.0026 +INFO:2022-12-13 01:12:42,944: train/real_adv_cls: 3.6806 +INFO:2022-12-13 01:12:42,945: train/con_reg : 0.0048 +INFO:2022-12-13 01:12:42,946: train/adv : 0.8124 +INFO:2022-12-13 01:12:42,946: train/sty : 0.0389 +INFO:2022-12-13 01:12:42,947: train/ds : 0.0329 +INFO:2022-12-13 01:12:42,948: train/cyc : 0.6325 +INFO:2022-12-13 01:12:42,949: train/norm : 0.1438 +INFO:2022-12-13 01:12:42,949: train/asr : 0.3195 +INFO:2022-12-13 01:12:42,950: train/f0 : 0.1188 +INFO:2022-12-13 01:12:42,951: train/adv_cls : 3.6715 +INFO:2022-12-13 01:12:42,951: eval/real : 0.6082 +INFO:2022-12-13 01:12:42,952: eval/fake : 0.6447 +INFO:2022-12-13 01:12:42,952: eval/reg : 0.0000 +INFO:2022-12-13 01:12:42,953: eval/real_adv_cls: 3.6749 +INFO:2022-12-13 01:12:42,954: eval/con_reg : 0.0000 +INFO:2022-12-13 01:12:42,955: eval/adv : 0.7756 +INFO:2022-12-13 01:12:42,955: eval/sty : 0.0438 +INFO:2022-12-13 01:12:42,956: eval/ds : 0.0349 +INFO:2022-12-13 01:12:42,957: eval/cyc : 0.4912 +INFO:2022-12-13 01:12:42,959: eval/norm : 0.2024 +INFO:2022-12-13 01:12:42,960: eval/asr : 0.1490 +INFO:2022-12-13 01:12:42,961: eval/f0 : 0.1417 +INFO:2022-12-13 01:12:42,963: eval/adv_cls : 3.6766 +INFO:2022-12-13 01:19:37,760: --- epoch 58 --- +INFO:2022-12-13 01:19:37,761: train/real : 0.6264 +INFO:2022-12-13 01:19:37,763: train/fake : 0.6315 +INFO:2022-12-13 01:19:37,764: train/reg : 0.0024 +INFO:2022-12-13 01:19:37,765: train/real_adv_cls: 3.6795 +INFO:2022-12-13 01:19:37,766: train/con_reg : 0.0045 +INFO:2022-12-13 01:19:37,767: train/adv : 0.8114 +INFO:2022-12-13 01:19:37,767: train/sty : 0.0384 +INFO:2022-12-13 01:19:37,768: train/ds : 0.0325 +INFO:2022-12-13 01:19:37,769: train/cyc : 0.6285 +INFO:2022-12-13 01:19:37,770: train/norm : 0.1505 +INFO:2022-12-13 01:19:37,770: train/asr : 0.3181 +INFO:2022-12-13 01:19:37,771: train/f0 : 0.1188 +INFO:2022-12-13 01:19:37,772: train/adv_cls : 3.6768 +INFO:2022-12-13 01:19:37,773: eval/real : 0.6010 +INFO:2022-12-13 01:19:37,773: eval/fake : 0.6410 +INFO:2022-12-13 01:19:37,774: eval/reg : 0.0000 +INFO:2022-12-13 01:19:37,775: eval/real_adv_cls: 3.6757 +INFO:2022-12-13 01:19:37,776: eval/con_reg : 0.0000 +INFO:2022-12-13 01:19:37,776: eval/adv : 0.7792 +INFO:2022-12-13 01:19:37,777: eval/sty : 0.0375 +INFO:2022-12-13 01:19:37,777: eval/ds : 0.0337 +INFO:2022-12-13 01:19:37,778: eval/cyc : 0.4919 +INFO:2022-12-13 01:19:37,779: eval/norm : 0.1306 +INFO:2022-12-13 01:19:37,780: eval/asr : 0.1516 +INFO:2022-12-13 01:19:37,781: eval/f0 : 0.1500 +INFO:2022-12-13 01:19:37,782: eval/adv_cls : 3.6773 +INFO:2022-12-13 01:26:32,769: --- epoch 59 --- +INFO:2022-12-13 01:26:32,770: train/real : 0.6264 +INFO:2022-12-13 01:26:32,771: train/fake : 0.6274 +INFO:2022-12-13 01:26:32,772: train/reg : 0.0024 +INFO:2022-12-13 01:26:32,775: train/real_adv_cls: 3.6793 +INFO:2022-12-13 01:26:32,775: train/con_reg : 0.0047 +INFO:2022-12-13 01:26:32,776: train/adv : 0.8142 +INFO:2022-12-13 01:26:32,777: train/sty : 0.0368 +INFO:2022-12-13 01:26:32,778: train/ds : 0.0335 +INFO:2022-12-13 01:26:32,778: train/cyc : 0.6251 +INFO:2022-12-13 01:26:32,779: train/norm : 0.1493 +INFO:2022-12-13 01:26:32,780: train/asr : 0.3150 +INFO:2022-12-13 01:26:32,781: train/f0 : 0.1177 +INFO:2022-12-13 01:26:32,781: train/adv_cls : 3.6715 +INFO:2022-12-13 01:26:32,782: eval/real : 0.5871 +INFO:2022-12-13 01:26:32,783: eval/fake : 0.6515 +INFO:2022-12-13 01:26:32,784: eval/reg : 0.0000 +INFO:2022-12-13 01:26:32,785: eval/real_adv_cls: 3.6748 +INFO:2022-12-13 01:26:32,786: eval/con_reg : 0.0000 +INFO:2022-12-13 01:26:32,786: eval/adv : 0.7769 +INFO:2022-12-13 01:26:32,787: eval/sty : 0.0386 +INFO:2022-12-13 01:26:32,788: eval/ds : 0.0360 +INFO:2022-12-13 01:26:32,788: eval/cyc : 0.4879 +INFO:2022-12-13 01:26:32,789: eval/norm : 0.1411 +INFO:2022-12-13 01:26:32,790: eval/asr : 0.1503 +INFO:2022-12-13 01:26:32,791: eval/f0 : 0.1475 +INFO:2022-12-13 01:26:32,793: eval/adv_cls : 3.6738 +INFO:2022-12-13 01:33:27,601: --- epoch 60 --- +INFO:2022-12-13 01:33:27,602: train/real : 0.6238 +INFO:2022-12-13 01:33:27,603: train/fake : 0.6307 +INFO:2022-12-13 01:33:27,604: train/reg : 0.0024 +INFO:2022-12-13 01:33:27,605: train/real_adv_cls: 3.6770 +INFO:2022-12-13 01:33:27,606: train/con_reg : 0.0042 +INFO:2022-12-13 01:33:27,607: train/adv : 0.8145 +INFO:2022-12-13 01:33:27,607: train/sty : 0.0366 +INFO:2022-12-13 01:33:27,608: train/ds : 0.0349 +INFO:2022-12-13 01:33:27,609: train/cyc : 0.6304 +INFO:2022-12-13 01:33:27,610: train/norm : 0.1426 +INFO:2022-12-13 01:33:27,610: train/asr : 0.3221 +INFO:2022-12-13 01:33:27,611: train/f0 : 0.1175 +INFO:2022-12-13 01:33:27,612: train/adv_cls : 3.6639 +INFO:2022-12-13 01:33:27,613: eval/real : 0.6378 +INFO:2022-12-13 01:33:27,614: eval/fake : 0.6031 +INFO:2022-12-13 01:33:27,615: eval/reg : 0.0000 +INFO:2022-12-13 01:33:27,616: eval/real_adv_cls: 3.6695 +INFO:2022-12-13 01:33:27,616: eval/con_reg : 0.0000 +INFO:2022-12-13 01:33:27,617: eval/adv : 0.8188 +INFO:2022-12-13 01:33:27,618: eval/sty : 0.0363 +INFO:2022-12-13 01:33:27,619: eval/ds : 0.0352 +INFO:2022-12-13 01:33:27,620: eval/cyc : 0.4501 +INFO:2022-12-13 01:33:27,621: eval/norm : 0.1281 +INFO:2022-12-13 01:33:27,622: eval/asr : 0.1336 +INFO:2022-12-13 01:33:27,623: eval/f0 : 0.1420 +INFO:2022-12-13 01:33:27,625: eval/adv_cls : 3.6580 +INFO:2022-12-13 01:40:25,058: --- epoch 61 --- +INFO:2022-12-13 01:40:25,059: train/real : 0.6236 +INFO:2022-12-13 01:40:25,061: train/fake : 0.6206 +INFO:2022-12-13 01:40:25,061: train/reg : 0.0027 +INFO:2022-12-13 01:40:25,062: train/real_adv_cls: 3.6720 +INFO:2022-12-13 01:40:25,063: train/con_reg : 0.0043 +INFO:2022-12-13 01:40:25,064: train/adv : 0.8303 +INFO:2022-12-13 01:40:25,064: train/sty : 0.0363 +INFO:2022-12-13 01:40:25,065: train/ds : 0.0348 +INFO:2022-12-13 01:40:25,065: train/cyc : 0.6251 +INFO:2022-12-13 01:40:25,066: train/norm : 0.1501 +INFO:2022-12-13 01:40:25,067: train/asr : 0.3184 +INFO:2022-12-13 01:40:25,067: train/f0 : 0.1183 +INFO:2022-12-13 01:40:25,068: train/adv_cls : 3.6587 +INFO:2022-12-13 01:40:25,068: eval/real : 0.5855 +INFO:2022-12-13 01:40:25,069: eval/fake : 0.6485 +INFO:2022-12-13 01:40:25,070: eval/reg : 0.0000 +INFO:2022-12-13 01:40:25,070: eval/real_adv_cls: 3.6667 +INFO:2022-12-13 01:40:25,071: eval/con_reg : 0.0000 +INFO:2022-12-13 01:40:25,071: eval/adv : 0.7723 +INFO:2022-12-13 01:40:25,072: eval/sty : 0.0368 +INFO:2022-12-13 01:40:25,073: eval/ds : 0.0373 +INFO:2022-12-13 01:40:25,074: eval/cyc : 0.4830 +INFO:2022-12-13 01:40:25,075: eval/norm : 0.1398 +INFO:2022-12-13 01:40:25,076: eval/asr : 0.1556 +INFO:2022-12-13 01:40:25,077: eval/f0 : 0.1490 +INFO:2022-12-13 01:40:25,079: eval/adv_cls : 3.6432 +INFO:2022-12-13 01:47:20,015: --- epoch 62 --- +INFO:2022-12-13 01:47:20,016: train/real : 0.6234 +INFO:2022-12-13 01:47:20,018: train/fake : 0.6243 +INFO:2022-12-13 01:47:20,019: train/reg : 0.0026 +INFO:2022-12-13 01:47:20,019: train/real_adv_cls: 3.6679 +INFO:2022-12-13 01:47:20,020: train/con_reg : 0.0051 +INFO:2022-12-13 01:47:20,021: train/adv : 0.8219 +INFO:2022-12-13 01:47:20,022: train/sty : 0.0367 +INFO:2022-12-13 01:47:20,022: train/ds : 0.0371 +INFO:2022-12-13 01:47:20,023: train/cyc : 0.6181 +INFO:2022-12-13 01:47:20,023: train/norm : 0.1426 +INFO:2022-12-13 01:47:20,024: train/asr : 0.3089 +INFO:2022-12-13 01:47:20,025: train/f0 : 0.1197 +INFO:2022-12-13 01:47:20,025: train/adv_cls : 3.6391 +INFO:2022-12-13 01:47:20,026: eval/real : 0.5807 +INFO:2022-12-13 01:47:20,027: eval/fake : 0.6688 +INFO:2022-12-13 01:47:20,027: eval/reg : 0.0000 +INFO:2022-12-13 01:47:20,028: eval/real_adv_cls: 3.6601 +INFO:2022-12-13 01:47:20,028: eval/con_reg : 0.0000 +INFO:2022-12-13 01:47:20,029: eval/adv : 0.7494 +INFO:2022-12-13 01:47:20,030: eval/sty : 0.0376 +INFO:2022-12-13 01:47:20,031: eval/ds : 0.0359 +INFO:2022-12-13 01:47:20,032: eval/cyc : 0.4695 +INFO:2022-12-13 01:47:20,034: eval/norm : 0.1476 +INFO:2022-12-13 01:47:20,035: eval/asr : 0.1463 +INFO:2022-12-13 01:47:20,037: eval/f0 : 0.1357 +INFO:2022-12-13 01:47:20,038: eval/adv_cls : 3.6425 +INFO:2022-12-13 01:54:14,699: --- epoch 63 --- +INFO:2022-12-13 01:54:14,700: train/real : 0.6148 +INFO:2022-12-13 01:54:14,702: train/fake : 0.6172 +INFO:2022-12-13 01:54:14,703: train/reg : 0.0030 +INFO:2022-12-13 01:54:14,704: train/real_adv_cls: 3.6631 +INFO:2022-12-13 01:54:14,704: train/con_reg : 0.0049 +INFO:2022-12-13 01:54:14,705: train/adv : 0.8381 +INFO:2022-12-13 01:54:14,706: train/sty : 0.0362 +INFO:2022-12-13 01:54:14,706: train/ds : 0.0372 +INFO:2022-12-13 01:54:14,707: train/cyc : 0.6252 +INFO:2022-12-13 01:54:14,708: train/norm : 0.1509 +INFO:2022-12-13 01:54:14,709: train/asr : 0.3192 +INFO:2022-12-13 01:54:14,710: train/f0 : 0.1177 +INFO:2022-12-13 01:54:14,711: train/adv_cls : 3.6365 +INFO:2022-12-13 01:54:14,711: eval/real : 0.6081 +INFO:2022-12-13 01:54:14,712: eval/fake : 0.6193 +INFO:2022-12-13 01:54:14,713: eval/reg : 0.0000 +INFO:2022-12-13 01:54:14,714: eval/real_adv_cls: 3.6592 +INFO:2022-12-13 01:54:14,715: eval/con_reg : 0.0000 +INFO:2022-12-13 01:54:14,715: eval/adv : 0.8080 +INFO:2022-12-13 01:54:14,716: eval/sty : 0.0367 +INFO:2022-12-13 01:54:14,717: eval/ds : 0.0374 +INFO:2022-12-13 01:54:14,718: eval/cyc : 0.4828 +INFO:2022-12-13 01:54:14,718: eval/norm : 0.1347 +INFO:2022-12-13 01:54:14,719: eval/asr : 0.1592 +INFO:2022-12-13 01:54:14,720: eval/f0 : 0.1386 +INFO:2022-12-13 01:54:14,721: eval/adv_cls : 3.6167 +INFO:2022-12-13 02:01:09,502: --- epoch 64 --- +INFO:2022-12-13 02:01:09,503: train/real : 0.6162 +INFO:2022-12-13 02:01:09,504: train/fake : 0.6206 +INFO:2022-12-13 02:01:09,505: train/reg : 0.0032 +INFO:2022-12-13 02:01:09,506: train/real_adv_cls: 3.6590 +INFO:2022-12-13 02:01:09,507: train/con_reg : 0.0046 +INFO:2022-12-13 02:01:09,507: train/adv : 0.8377 +INFO:2022-12-13 02:01:09,508: train/sty : 0.0355 +INFO:2022-12-13 02:01:09,509: train/ds : 0.0377 +INFO:2022-12-13 02:01:09,510: train/cyc : 0.6195 +INFO:2022-12-13 02:01:09,510: train/norm : 0.1523 +INFO:2022-12-13 02:01:09,511: train/asr : 0.3132 +INFO:2022-12-13 02:01:09,512: train/f0 : 0.1217 +INFO:2022-12-13 02:01:09,513: train/adv_cls : 3.6171 +INFO:2022-12-13 02:01:09,513: eval/real : 0.6117 +INFO:2022-12-13 02:01:09,514: eval/fake : 0.6181 +INFO:2022-12-13 02:01:09,515: eval/reg : 0.0000 +INFO:2022-12-13 02:01:09,515: eval/real_adv_cls: 3.6526 +INFO:2022-12-13 02:01:09,516: eval/con_reg : 0.0000 +INFO:2022-12-13 02:01:09,517: eval/adv : 0.8083 +INFO:2022-12-13 02:01:09,518: eval/sty : 0.0351 +INFO:2022-12-13 02:01:09,519: eval/ds : 0.0379 +INFO:2022-12-13 02:01:09,520: eval/cyc : 0.4732 +INFO:2022-12-13 02:01:09,521: eval/norm : 0.1851 +INFO:2022-12-13 02:01:09,521: eval/asr : 0.1409 +INFO:2022-12-13 02:01:09,522: eval/f0 : 0.1376 +INFO:2022-12-13 02:01:09,523: eval/adv_cls : 3.6263 +INFO:2022-12-13 02:08:04,527: --- epoch 65 --- +INFO:2022-12-13 02:08:04,528: train/real : 0.6208 +INFO:2022-12-13 02:08:04,529: train/fake : 0.6205 +INFO:2022-12-13 02:08:04,530: train/reg : 0.0030 +INFO:2022-12-13 02:08:04,530: train/real_adv_cls: 3.6534 +INFO:2022-12-13 02:08:04,531: train/con_reg : 0.0048 +INFO:2022-12-13 02:08:04,532: train/adv : 0.8277 +INFO:2022-12-13 02:08:04,532: train/sty : 0.0348 +INFO:2022-12-13 02:08:04,533: train/ds : 0.0380 +INFO:2022-12-13 02:08:04,534: train/cyc : 0.6222 +INFO:2022-12-13 02:08:04,535: train/norm : 0.1591 +INFO:2022-12-13 02:08:04,535: train/asr : 0.3200 +INFO:2022-12-13 02:08:04,536: train/f0 : 0.1209 +INFO:2022-12-13 02:08:04,537: train/adv_cls : 3.6072 +INFO:2022-12-13 02:08:04,537: eval/real : 0.6360 +INFO:2022-12-13 02:08:04,538: eval/fake : 0.5761 +INFO:2022-12-13 02:08:04,538: eval/reg : 0.0000 +INFO:2022-12-13 02:08:04,539: eval/real_adv_cls: 3.6440 +INFO:2022-12-13 02:08:04,540: eval/con_reg : 0.0000 +INFO:2022-12-13 02:08:04,540: eval/adv : 0.8714 +INFO:2022-12-13 02:08:04,541: eval/sty : 0.0347 +INFO:2022-12-13 02:08:04,542: eval/ds : 0.0385 +INFO:2022-12-13 02:08:04,543: eval/cyc : 0.4860 +INFO:2022-12-13 02:08:04,545: eval/norm : 0.1331 +INFO:2022-12-13 02:08:04,546: eval/asr : 0.1476 +INFO:2022-12-13 02:08:04,547: eval/f0 : 0.1399 +INFO:2022-12-13 02:08:04,548: eval/adv_cls : 3.6002 +INFO:2022-12-13 02:14:59,325: --- epoch 66 --- +INFO:2022-12-13 02:14:59,326: train/real : 0.6153 +INFO:2022-12-13 02:14:59,328: train/fake : 0.6274 +INFO:2022-12-13 02:14:59,329: train/reg : 0.0031 +INFO:2022-12-13 02:14:59,330: train/real_adv_cls: 3.6412 +INFO:2022-12-13 02:14:59,331: train/con_reg : 0.0046 +INFO:2022-12-13 02:14:59,332: train/adv : 0.8288 +INFO:2022-12-13 02:14:59,332: train/sty : 0.0351 +INFO:2022-12-13 02:14:59,333: train/ds : 0.0403 +INFO:2022-12-13 02:14:59,334: train/cyc : 0.6204 +INFO:2022-12-13 02:14:59,334: train/norm : 0.1539 +INFO:2022-12-13 02:14:59,335: train/asr : 0.3170 +INFO:2022-12-13 02:14:59,336: train/f0 : 0.1168 +INFO:2022-12-13 02:14:59,336: train/adv_cls : 3.5929 +INFO:2022-12-13 02:14:59,337: eval/real : 0.6087 +INFO:2022-12-13 02:14:59,338: eval/fake : 0.6113 +INFO:2022-12-13 02:14:59,339: eval/reg : 0.0000 +INFO:2022-12-13 02:14:59,339: eval/real_adv_cls: 3.6388 +INFO:2022-12-13 02:14:59,340: eval/con_reg : 0.0000 +INFO:2022-12-13 02:14:59,341: eval/adv : 0.8252 +INFO:2022-12-13 02:14:59,341: eval/sty : 0.0342 +INFO:2022-12-13 02:14:59,342: eval/ds : 0.0372 +INFO:2022-12-13 02:14:59,343: eval/cyc : 0.4835 +INFO:2022-12-13 02:14:59,345: eval/norm : 0.1492 +INFO:2022-12-13 02:14:59,346: eval/asr : 0.1594 +INFO:2022-12-13 02:14:59,347: eval/f0 : 0.1371 +INFO:2022-12-13 02:14:59,349: eval/adv_cls : 3.5904 +INFO:2022-12-13 02:21:53,813: --- epoch 67 --- +INFO:2022-12-13 02:21:53,814: train/real : 0.6178 +INFO:2022-12-13 02:21:53,815: train/fake : 0.6239 +INFO:2022-12-13 02:21:53,816: train/reg : 0.0032 +INFO:2022-12-13 02:21:53,816: train/real_adv_cls: 3.6343 +INFO:2022-12-13 02:21:53,817: train/con_reg : 0.0046 +INFO:2022-12-13 02:21:53,818: train/adv : 0.8326 +INFO:2022-12-13 02:21:53,819: train/sty : 0.0343 +INFO:2022-12-13 02:21:53,819: train/ds : 0.0400 +INFO:2022-12-13 02:21:53,820: train/cyc : 0.6245 +INFO:2022-12-13 02:21:53,821: train/norm : 0.1514 +INFO:2022-12-13 02:21:53,821: train/asr : 0.3242 +INFO:2022-12-13 02:21:53,822: train/f0 : 0.1203 +INFO:2022-12-13 02:21:53,823: train/adv_cls : 3.5803 +INFO:2022-12-13 02:21:53,823: eval/real : 0.6222 +INFO:2022-12-13 02:21:53,824: eval/fake : 0.5925 +INFO:2022-12-13 02:21:53,825: eval/reg : 0.0000 +INFO:2022-12-13 02:21:53,826: eval/real_adv_cls: 3.6265 +INFO:2022-12-13 02:21:53,826: eval/con_reg : 0.0000 +INFO:2022-12-13 02:21:53,827: eval/adv : 0.8439 +INFO:2022-12-13 02:21:53,828: eval/sty : 0.0354 +INFO:2022-12-13 02:21:53,829: eval/ds : 0.0397 +INFO:2022-12-13 02:21:53,829: eval/cyc : 0.4531 +INFO:2022-12-13 02:21:53,831: eval/norm : 0.1336 +INFO:2022-12-13 02:21:53,832: eval/asr : 0.1327 +INFO:2022-12-13 02:21:53,834: eval/f0 : 0.1323 +INFO:2022-12-13 02:21:53,835: eval/adv_cls : 3.5868 +INFO:2022-12-13 02:28:48,667: --- epoch 68 --- +INFO:2022-12-13 02:28:48,668: train/real : 0.6147 +INFO:2022-12-13 02:28:48,670: train/fake : 0.6183 +INFO:2022-12-13 02:28:48,671: train/reg : 0.0035 +INFO:2022-12-13 02:28:48,672: train/real_adv_cls: 3.6310 +INFO:2022-12-13 02:28:48,673: train/con_reg : 0.0052 +INFO:2022-12-13 02:28:48,674: train/adv : 0.8463 +INFO:2022-12-13 02:28:48,674: train/sty : 0.0347 +INFO:2022-12-13 02:28:48,675: train/ds : 0.0428 +INFO:2022-12-13 02:28:48,676: train/cyc : 0.6149 +INFO:2022-12-13 02:28:48,676: train/norm : 0.1724 +INFO:2022-12-13 02:28:48,677: train/asr : 0.3142 +INFO:2022-12-13 02:28:48,678: train/f0 : 0.1168 +INFO:2022-12-13 02:28:48,679: train/adv_cls : 3.5789 +INFO:2022-12-13 02:28:48,679: eval/real : 0.5740 +INFO:2022-12-13 02:28:48,680: eval/fake : 0.6835 +INFO:2022-12-13 02:28:48,680: eval/reg : 0.0000 +INFO:2022-12-13 02:28:48,681: eval/real_adv_cls: 3.6208 +INFO:2022-12-13 02:28:48,682: eval/con_reg : 0.0000 +INFO:2022-12-13 02:28:48,682: eval/adv : 0.7581 +INFO:2022-12-13 02:28:48,683: eval/sty : 0.0340 +INFO:2022-12-13 02:28:48,685: eval/ds : 0.0407 +INFO:2022-12-13 02:28:48,686: eval/cyc : 0.4840 +INFO:2022-12-13 02:28:48,687: eval/norm : 0.1352 +INFO:2022-12-13 02:28:48,689: eval/asr : 0.1624 +INFO:2022-12-13 02:28:48,690: eval/f0 : 0.1446 +INFO:2022-12-13 02:28:48,691: eval/adv_cls : 3.5842 +INFO:2022-12-13 02:35:43,216: --- epoch 69 --- +INFO:2022-12-13 02:35:43,217: train/real : 0.6151 +INFO:2022-12-13 02:35:43,219: train/fake : 0.6204 +INFO:2022-12-13 02:35:43,220: train/reg : 0.0033 +INFO:2022-12-13 02:35:43,220: train/real_adv_cls: 3.6263 +INFO:2022-12-13 02:35:43,221: train/con_reg : 0.0054 +INFO:2022-12-13 02:35:43,222: train/adv : 0.8412 +INFO:2022-12-13 02:35:43,223: train/sty : 0.0342 +INFO:2022-12-13 02:35:43,224: train/ds : 0.0420 +INFO:2022-12-13 02:35:43,225: train/cyc : 0.6227 +INFO:2022-12-13 02:35:43,225: train/norm : 0.1660 +INFO:2022-12-13 02:35:43,226: train/asr : 0.3176 +INFO:2022-12-13 02:35:43,227: train/f0 : 0.1202 +INFO:2022-12-13 02:35:43,228: train/adv_cls : 3.6124 +INFO:2022-12-13 02:35:43,228: eval/real : 0.5625 +INFO:2022-12-13 02:35:43,229: eval/fake : 0.6775 +INFO:2022-12-13 02:35:43,230: eval/reg : 0.0000 +INFO:2022-12-13 02:35:43,230: eval/real_adv_cls: 3.6146 +INFO:2022-12-13 02:35:43,231: eval/con_reg : 0.0000 +INFO:2022-12-13 02:35:43,232: eval/adv : 0.7459 +INFO:2022-12-13 02:35:43,232: eval/sty : 0.0378 +INFO:2022-12-13 02:35:43,233: eval/ds : 0.0421 +INFO:2022-12-13 02:35:43,234: eval/cyc : 0.4837 +INFO:2022-12-13 02:35:43,235: eval/norm : 0.1730 +INFO:2022-12-13 02:35:43,236: eval/asr : 0.1575 +INFO:2022-12-13 02:35:43,237: eval/f0 : 0.1378 +INFO:2022-12-13 02:35:43,239: eval/adv_cls : 3.5957 +INFO:2022-12-13 02:42:38,068: --- epoch 70 --- +INFO:2022-12-13 02:42:38,069: train/real : 0.6160 +INFO:2022-12-13 02:42:38,070: train/fake : 0.6272 +INFO:2022-12-13 02:42:38,072: train/reg : 0.0032 +INFO:2022-12-13 02:42:38,073: train/real_adv_cls: 3.6160 +INFO:2022-12-13 02:42:38,074: train/con_reg : 0.0051 +INFO:2022-12-13 02:42:38,075: train/adv : 0.8283 +INFO:2022-12-13 02:42:38,075: train/sty : 0.0349 +INFO:2022-12-13 02:42:38,076: train/ds : 0.0444 +INFO:2022-12-13 02:42:38,077: train/cyc : 0.6185 +INFO:2022-12-13 02:42:38,078: train/norm : 0.1570 +INFO:2022-12-13 02:42:38,079: train/asr : 0.3171 +INFO:2022-12-13 02:42:38,079: train/f0 : 0.1171 +INFO:2022-12-13 02:42:38,080: train/adv_cls : 3.5962 +INFO:2022-12-13 02:42:38,082: eval/real : 0.6128 +INFO:2022-12-13 02:42:38,083: eval/fake : 0.6055 +INFO:2022-12-13 02:42:38,084: eval/reg : 0.0000 +INFO:2022-12-13 02:42:38,085: eval/real_adv_cls: 3.6174 +INFO:2022-12-13 02:42:38,085: eval/con_reg : 0.0000 +INFO:2022-12-13 02:42:38,086: eval/adv : 0.8332 +INFO:2022-12-13 02:42:38,087: eval/sty : 0.0331 +INFO:2022-12-13 02:42:38,087: eval/ds : 0.0432 +INFO:2022-12-13 02:42:38,088: eval/cyc : 0.4726 +INFO:2022-12-13 02:42:38,089: eval/norm : 0.1605 +INFO:2022-12-13 02:42:38,090: eval/asr : 0.1435 +INFO:2022-12-13 02:42:38,090: eval/f0 : 0.1403 +INFO:2022-12-13 02:42:38,092: eval/adv_cls : 3.5602 +INFO:2022-12-13 02:49:35,685: --- epoch 71 --- +INFO:2022-12-13 02:49:35,687: train/real : 0.6156 +INFO:2022-12-13 02:49:35,689: train/fake : 0.6269 +INFO:2022-12-13 02:49:35,690: train/reg : 0.0033 +INFO:2022-12-13 02:49:35,691: train/real_adv_cls: 3.6047 +INFO:2022-12-13 02:49:35,692: train/con_reg : 0.0050 +INFO:2022-12-13 02:49:35,693: train/adv : 0.8292 +INFO:2022-12-13 02:49:35,694: train/sty : 0.0346 +INFO:2022-12-13 02:49:35,694: train/ds : 0.0448 +INFO:2022-12-13 02:49:35,695: train/cyc : 0.6123 +INFO:2022-12-13 02:49:35,696: train/norm : 0.1569 +INFO:2022-12-13 02:49:35,697: train/asr : 0.3080 +INFO:2022-12-13 02:49:35,697: train/f0 : 0.1204 +INFO:2022-12-13 02:49:35,698: train/adv_cls : 3.5550 +INFO:2022-12-13 02:49:35,699: eval/real : 0.5955 +INFO:2022-12-13 02:49:35,699: eval/fake : 0.6496 +INFO:2022-12-13 02:49:35,700: eval/reg : 0.0000 +INFO:2022-12-13 02:49:35,701: eval/real_adv_cls: 3.5997 +INFO:2022-12-13 02:49:35,702: eval/con_reg : 0.0000 +INFO:2022-12-13 02:49:35,702: eval/adv : 0.7887 +INFO:2022-12-13 02:49:35,703: eval/sty : 0.0343 +INFO:2022-12-13 02:49:35,704: eval/ds : 0.0455 +INFO:2022-12-13 02:49:35,704: eval/cyc : 0.4654 +INFO:2022-12-13 02:49:35,705: eval/norm : 0.1708 +INFO:2022-12-13 02:49:35,706: eval/asr : 0.1516 +INFO:2022-12-13 02:49:35,706: eval/f0 : 0.1503 +INFO:2022-12-13 02:49:35,707: eval/adv_cls : 3.5521 +INFO:2022-12-13 02:56:30,584: --- epoch 72 --- +INFO:2022-12-13 02:56:30,585: train/real : 0.6138 +INFO:2022-12-13 02:56:30,587: train/fake : 0.6255 +INFO:2022-12-13 02:56:30,588: train/reg : 0.0032 +INFO:2022-12-13 02:56:30,589: train/real_adv_cls: 3.6001 +INFO:2022-12-13 02:56:30,590: train/con_reg : 0.0048 +INFO:2022-12-13 02:56:30,590: train/adv : 0.8295 +INFO:2022-12-13 02:56:30,591: train/sty : 0.0335 +INFO:2022-12-13 02:56:30,592: train/ds : 0.0470 +INFO:2022-12-13 02:56:30,593: train/cyc : 0.6277 +INFO:2022-12-13 02:56:30,594: train/norm : 0.1806 +INFO:2022-12-13 02:56:30,594: train/asr : 0.3252 +INFO:2022-12-13 02:56:30,595: train/f0 : 0.1210 +INFO:2022-12-13 02:56:30,596: train/adv_cls : 3.5568 +INFO:2022-12-13 02:56:30,597: eval/real : 0.5806 +INFO:2022-12-13 02:56:30,597: eval/fake : 0.6456 +INFO:2022-12-13 02:56:30,598: eval/reg : 0.0000 +INFO:2022-12-13 02:56:30,598: eval/real_adv_cls: 3.5960 +INFO:2022-12-13 02:56:30,599: eval/con_reg : 0.0000 +INFO:2022-12-13 02:56:30,600: eval/adv : 0.7872 +INFO:2022-12-13 02:56:30,600: eval/sty : 0.0344 +INFO:2022-12-13 02:56:30,601: eval/ds : 0.0477 +INFO:2022-12-13 02:56:30,602: eval/cyc : 0.4626 +INFO:2022-12-13 02:56:30,603: eval/norm : 0.1815 +INFO:2022-12-13 02:56:30,603: eval/asr : 0.1377 +INFO:2022-12-13 02:56:30,605: eval/f0 : 0.1423 +INFO:2022-12-13 02:56:30,606: eval/adv_cls : 3.5590 +INFO:2022-12-13 03:03:25,644: --- epoch 73 --- +INFO:2022-12-13 03:03:25,645: train/real : 0.6108 +INFO:2022-12-13 03:03:25,647: train/fake : 0.6243 +INFO:2022-12-13 03:03:25,648: train/reg : 0.0032 +INFO:2022-12-13 03:03:25,648: train/real_adv_cls: 3.5857 +INFO:2022-12-13 03:03:25,649: train/con_reg : 0.0054 +INFO:2022-12-13 03:03:25,650: train/adv : 0.8331 +INFO:2022-12-13 03:03:25,651: train/sty : 0.0332 +INFO:2022-12-13 03:03:25,651: train/ds : 0.0479 +INFO:2022-12-13 03:03:25,652: train/cyc : 0.6190 +INFO:2022-12-13 03:03:25,653: train/norm : 0.1610 +INFO:2022-12-13 03:03:25,654: train/asr : 0.3226 +INFO:2022-12-13 03:03:25,654: train/f0 : 0.1168 +INFO:2022-12-13 03:03:25,655: train/adv_cls : 3.5785 +INFO:2022-12-13 03:03:25,656: eval/real : 0.6561 +INFO:2022-12-13 03:03:25,656: eval/fake : 0.5752 +INFO:2022-12-13 03:03:25,657: eval/reg : 0.0000 +INFO:2022-12-13 03:03:25,658: eval/real_adv_cls: 3.5808 +INFO:2022-12-13 03:03:25,659: eval/con_reg : 0.0000 +INFO:2022-12-13 03:03:25,659: eval/adv : 0.8690 +INFO:2022-12-13 03:03:25,660: eval/sty : 0.0330 +INFO:2022-12-13 03:03:25,661: eval/ds : 0.0455 +INFO:2022-12-13 03:03:25,661: eval/cyc : 0.4403 +INFO:2022-12-13 03:03:25,662: eval/norm : 0.1316 +INFO:2022-12-13 03:03:25,663: eval/asr : 0.1309 +INFO:2022-12-13 03:03:25,665: eval/f0 : 0.1393 +INFO:2022-12-13 03:03:25,666: eval/adv_cls : 3.6021 +INFO:2022-12-13 03:10:20,594: --- epoch 74 --- +INFO:2022-12-13 03:10:20,595: train/real : 0.6174 +INFO:2022-12-13 03:10:20,596: train/fake : 0.6197 +INFO:2022-12-13 03:10:20,596: train/reg : 0.0032 +INFO:2022-12-13 03:10:20,597: train/real_adv_cls: 3.5810 +INFO:2022-12-13 03:10:20,598: train/con_reg : 0.0055 +INFO:2022-12-13 03:10:20,598: train/adv : 0.8391 +INFO:2022-12-13 03:10:20,599: train/sty : 0.0333 +INFO:2022-12-13 03:10:20,600: train/ds : 0.0470 +INFO:2022-12-13 03:10:20,601: train/cyc : 0.6219 +INFO:2022-12-13 03:10:20,601: train/norm : 0.1667 +INFO:2022-12-13 03:10:20,602: train/asr : 0.3234 +INFO:2022-12-13 03:10:20,603: train/f0 : 0.1153 +INFO:2022-12-13 03:10:20,604: train/adv_cls : 3.5517 +INFO:2022-12-13 03:10:20,605: eval/real : 0.6392 +INFO:2022-12-13 03:10:20,606: eval/fake : 0.6055 +INFO:2022-12-13 03:10:20,606: eval/reg : 0.0000 +INFO:2022-12-13 03:10:20,607: eval/real_adv_cls: 3.5719 +INFO:2022-12-13 03:10:20,608: eval/con_reg : 0.0000 +INFO:2022-12-13 03:10:20,608: eval/adv : 0.8212 +INFO:2022-12-13 03:10:20,609: eval/sty : 0.0339 +INFO:2022-12-13 03:10:20,610: eval/ds : 0.0516 +INFO:2022-12-13 03:10:20,611: eval/cyc : 0.4420 +INFO:2022-12-13 03:10:20,613: eval/norm : 0.1413 +INFO:2022-12-13 03:10:20,615: eval/asr : 0.1386 +INFO:2022-12-13 03:10:20,617: eval/f0 : 0.1408 +INFO:2022-12-13 03:10:20,618: eval/adv_cls : 3.5287 +INFO:2022-12-13 03:17:15,322: --- epoch 75 --- +INFO:2022-12-13 03:17:15,323: train/real : 0.6088 +INFO:2022-12-13 03:17:15,325: train/fake : 0.6171 +INFO:2022-12-13 03:17:15,325: train/reg : 0.0034 +INFO:2022-12-13 03:17:15,327: train/real_adv_cls: 3.5725 +INFO:2022-12-13 03:17:15,328: train/con_reg : 0.0058 +INFO:2022-12-13 03:17:15,330: train/adv : 0.8404 +INFO:2022-12-13 03:17:15,331: train/sty : 0.0326 +INFO:2022-12-13 03:17:15,332: train/ds : 0.0489 +INFO:2022-12-13 03:17:15,332: train/cyc : 0.6175 +INFO:2022-12-13 03:17:15,333: train/norm : 0.1712 +INFO:2022-12-13 03:17:15,334: train/asr : 0.3184 +INFO:2022-12-13 03:17:15,334: train/f0 : 0.1141 +INFO:2022-12-13 03:17:15,335: train/adv_cls : 3.5474 +INFO:2022-12-13 03:17:15,336: eval/real : 0.5893 +INFO:2022-12-13 03:17:15,336: eval/fake : 0.6162 +INFO:2022-12-13 03:17:15,337: eval/reg : 0.0000 +INFO:2022-12-13 03:17:15,338: eval/real_adv_cls: 3.5789 +INFO:2022-12-13 03:17:15,338: eval/con_reg : 0.0000 +INFO:2022-12-13 03:17:15,339: eval/adv : 0.8123 +INFO:2022-12-13 03:17:15,340: eval/sty : 0.0333 +INFO:2022-12-13 03:17:15,341: eval/ds : 0.0479 +INFO:2022-12-13 03:17:15,341: eval/cyc : 0.4463 +INFO:2022-12-13 03:17:15,342: eval/norm : 0.1611 +INFO:2022-12-13 03:17:15,343: eval/asr : 0.1411 +INFO:2022-12-13 03:17:15,345: eval/f0 : 0.1422 +INFO:2022-12-13 03:17:15,346: eval/adv_cls : 3.5161 +INFO:2022-12-13 03:24:10,116: --- epoch 76 --- +INFO:2022-12-13 03:24:10,117: train/real : 0.6095 +INFO:2022-12-13 03:24:10,118: train/fake : 0.6200 +INFO:2022-12-13 03:24:10,119: train/reg : 0.0035 +INFO:2022-12-13 03:24:10,120: train/real_adv_cls: 3.5517 +INFO:2022-12-13 03:24:10,121: train/con_reg : 0.0055 +INFO:2022-12-13 03:24:10,122: train/adv : 0.8392 +INFO:2022-12-13 03:24:10,123: train/sty : 0.0324 +INFO:2022-12-13 03:24:10,123: train/ds : 0.0485 +INFO:2022-12-13 03:24:10,124: train/cyc : 0.6148 +INFO:2022-12-13 03:24:10,125: train/norm : 0.1745 +INFO:2022-12-13 03:24:10,125: train/asr : 0.3171 +INFO:2022-12-13 03:24:10,126: train/f0 : 0.1153 +INFO:2022-12-13 03:24:10,126: train/adv_cls : 3.4879 +INFO:2022-12-13 03:24:10,127: eval/real : 0.6321 +INFO:2022-12-13 03:24:10,128: eval/fake : 0.5878 +INFO:2022-12-13 03:24:10,129: eval/reg : 0.0000 +INFO:2022-12-13 03:24:10,129: eval/real_adv_cls: 3.5588 +INFO:2022-12-13 03:24:10,130: eval/con_reg : 0.0000 +INFO:2022-12-13 03:24:10,130: eval/adv : 0.8567 +INFO:2022-12-13 03:24:10,131: eval/sty : 0.0343 +INFO:2022-12-13 03:24:10,132: eval/ds : 0.0498 +INFO:2022-12-13 03:24:10,133: eval/cyc : 0.4586 +INFO:2022-12-13 03:24:10,134: eval/norm : 0.1500 +INFO:2022-12-13 03:24:10,135: eval/asr : 0.1515 +INFO:2022-12-13 03:24:10,137: eval/f0 : 0.1317 +INFO:2022-12-13 03:24:10,138: eval/adv_cls : 3.5288 +INFO:2022-12-13 03:31:05,007: --- epoch 77 --- +INFO:2022-12-13 03:31:05,008: train/real : 0.6118 +INFO:2022-12-13 03:31:05,009: train/fake : 0.6218 +INFO:2022-12-13 03:31:05,010: train/reg : 0.0035 +INFO:2022-12-13 03:31:05,011: train/real_adv_cls: 3.5572 +INFO:2022-12-13 03:31:05,012: train/con_reg : 0.0060 +INFO:2022-12-13 03:31:05,013: train/adv : 0.8387 +INFO:2022-12-13 03:31:05,013: train/sty : 0.0322 +INFO:2022-12-13 03:31:05,014: train/ds : 0.0521 +INFO:2022-12-13 03:31:05,015: train/cyc : 0.6148 +INFO:2022-12-13 03:31:05,015: train/norm : 0.1732 +INFO:2022-12-13 03:31:05,016: train/asr : 0.3153 +INFO:2022-12-13 03:31:05,017: train/f0 : 0.1152 +INFO:2022-12-13 03:31:05,017: train/adv_cls : 3.4949 +INFO:2022-12-13 03:31:05,018: eval/real : 0.6617 +INFO:2022-12-13 03:31:05,019: eval/fake : 0.5300 +INFO:2022-12-13 03:31:05,019: eval/reg : 0.0000 +INFO:2022-12-13 03:31:05,020: eval/real_adv_cls: 3.5672 +INFO:2022-12-13 03:31:05,021: eval/con_reg : 0.0000 +INFO:2022-12-13 03:31:05,022: eval/adv : 0.9428 +INFO:2022-12-13 03:31:05,023: eval/sty : 0.0356 +INFO:2022-12-13 03:31:05,024: eval/ds : 0.0520 +INFO:2022-12-13 03:31:05,025: eval/cyc : 0.4526 +INFO:2022-12-13 03:31:05,027: eval/norm : 0.1722 +INFO:2022-12-13 03:31:05,028: eval/asr : 0.1438 +INFO:2022-12-13 03:31:05,030: eval/f0 : 0.1333 +INFO:2022-12-13 03:31:05,031: eval/adv_cls : 3.4555 +INFO:2022-12-13 03:37:59,749: --- epoch 78 --- +INFO:2022-12-13 03:37:59,749: train/real : 0.6025 +INFO:2022-12-13 03:37:59,750: train/fake : 0.6137 +INFO:2022-12-13 03:37:59,751: train/reg : 0.0040 +INFO:2022-12-13 03:37:59,752: train/real_adv_cls: 3.5525 +INFO:2022-12-13 03:37:59,753: train/con_reg : 0.0057 +INFO:2022-12-13 03:37:59,754: train/adv : 0.8583 +INFO:2022-12-13 03:37:59,754: train/sty : 0.0320 +INFO:2022-12-13 03:37:59,755: train/ds : 0.0524 +INFO:2022-12-13 03:37:59,756: train/cyc : 0.6154 +INFO:2022-12-13 03:37:59,757: train/norm : 0.1841 +INFO:2022-12-13 03:37:59,757: train/asr : 0.3182 +INFO:2022-12-13 03:37:59,758: train/f0 : 0.1200 +INFO:2022-12-13 03:37:59,758: train/adv_cls : 3.4983 +INFO:2022-12-13 03:37:59,759: eval/real : 0.5731 +INFO:2022-12-13 03:37:59,760: eval/fake : 0.6547 +INFO:2022-12-13 03:37:59,760: eval/reg : 0.0000 +INFO:2022-12-13 03:37:59,761: eval/real_adv_cls: 3.5478 +INFO:2022-12-13 03:37:59,762: eval/con_reg : 0.0000 +INFO:2022-12-13 03:37:59,762: eval/adv : 0.7824 +INFO:2022-12-13 03:37:59,763: eval/sty : 0.0325 +INFO:2022-12-13 03:37:59,764: eval/ds : 0.0535 +INFO:2022-12-13 03:37:59,765: eval/cyc : 0.4607 +INFO:2022-12-13 03:37:59,767: eval/norm : 0.1871 +INFO:2022-12-13 03:37:59,768: eval/asr : 0.1503 +INFO:2022-12-13 03:37:59,770: eval/f0 : 0.1390 +INFO:2022-12-13 03:37:59,771: eval/adv_cls : 3.4837 +INFO:2022-12-13 03:44:54,651: --- epoch 79 --- +INFO:2022-12-13 03:44:54,652: train/real : 0.6137 +INFO:2022-12-13 03:44:54,653: train/fake : 0.6243 +INFO:2022-12-13 03:44:54,654: train/reg : 0.0037 +INFO:2022-12-13 03:44:54,655: train/real_adv_cls: 3.5493 +INFO:2022-12-13 03:44:54,655: train/con_reg : 0.0055 +INFO:2022-12-13 03:44:54,656: train/adv : 0.8375 +INFO:2022-12-13 03:44:54,657: train/sty : 0.0318 +INFO:2022-12-13 03:44:54,658: train/ds : 0.0530 +INFO:2022-12-13 03:44:54,658: train/cyc : 0.6134 +INFO:2022-12-13 03:44:54,659: train/norm : 0.1820 +INFO:2022-12-13 03:44:54,660: train/asr : 0.3154 +INFO:2022-12-13 03:44:54,661: train/f0 : 0.1170 +INFO:2022-12-13 03:44:54,662: train/adv_cls : 3.4872 +INFO:2022-12-13 03:44:54,662: eval/real : 0.5885 +INFO:2022-12-13 03:44:54,663: eval/fake : 0.6315 +INFO:2022-12-13 03:44:54,663: eval/reg : 0.0000 +INFO:2022-12-13 03:44:54,664: eval/real_adv_cls: 3.5411 +INFO:2022-12-13 03:44:54,665: eval/con_reg : 0.0000 +INFO:2022-12-13 03:44:54,665: eval/adv : 0.8003 +INFO:2022-12-13 03:44:54,666: eval/sty : 0.0316 +INFO:2022-12-13 03:44:54,667: eval/ds : 0.0556 +INFO:2022-12-13 03:44:54,668: eval/cyc : 0.4463 +INFO:2022-12-13 03:44:54,669: eval/norm : 0.2016 +INFO:2022-12-13 03:44:54,670: eval/asr : 0.1392 +INFO:2022-12-13 03:44:54,671: eval/f0 : 0.1409 +INFO:2022-12-13 03:44:54,673: eval/adv_cls : 3.4760 +INFO:2022-12-13 03:51:49,441: --- epoch 80 --- +INFO:2022-12-13 03:51:49,443: train/real : 0.6096 +INFO:2022-12-13 03:51:49,443: train/fake : 0.6208 +INFO:2022-12-13 03:51:49,444: train/reg : 0.0036 +INFO:2022-12-13 03:51:49,445: train/real_adv_cls: 3.5407 +INFO:2022-12-13 03:51:49,445: train/con_reg : 0.0061 +INFO:2022-12-13 03:51:49,446: train/adv : 0.8368 +INFO:2022-12-13 03:51:49,447: train/sty : 0.0317 +INFO:2022-12-13 03:51:49,448: train/ds : 0.0531 +INFO:2022-12-13 03:51:49,448: train/cyc : 0.6113 +INFO:2022-12-13 03:51:49,449: train/norm : 0.1736 +INFO:2022-12-13 03:51:49,450: train/asr : 0.3161 +INFO:2022-12-13 03:51:49,450: train/f0 : 0.1152 +INFO:2022-12-13 03:51:49,451: train/adv_cls : 3.4815 +INFO:2022-12-13 03:51:49,452: eval/real : 0.5949 +INFO:2022-12-13 03:51:49,452: eval/fake : 0.6440 +INFO:2022-12-13 03:51:49,453: eval/reg : 0.0000 +INFO:2022-12-13 03:51:49,454: eval/real_adv_cls: 3.5380 +INFO:2022-12-13 03:51:49,454: eval/con_reg : 0.0000 +INFO:2022-12-13 03:51:49,455: eval/adv : 0.7955 +INFO:2022-12-13 03:51:49,456: eval/sty : 0.0334 +INFO:2022-12-13 03:51:49,456: eval/ds : 0.0551 +INFO:2022-12-13 03:51:49,457: eval/cyc : 0.4646 +INFO:2022-12-13 03:51:49,458: eval/norm : 0.2127 +INFO:2022-12-13 03:51:49,460: eval/asr : 0.1620 +INFO:2022-12-13 03:51:49,461: eval/f0 : 0.1417 +INFO:2022-12-13 03:51:49,462: eval/adv_cls : 3.4324 +INFO:2022-12-13 03:58:47,245: --- epoch 81 --- +INFO:2022-12-13 03:58:47,246: train/real : 0.6057 +INFO:2022-12-13 03:58:47,247: train/fake : 0.6171 +INFO:2022-12-13 03:58:47,248: train/reg : 0.0043 +INFO:2022-12-13 03:58:47,249: train/real_adv_cls: 3.5260 +INFO:2022-12-13 03:58:47,251: train/con_reg : 0.0060 +INFO:2022-12-13 03:58:47,252: train/adv : 0.8535 +INFO:2022-12-13 03:58:47,252: train/sty : 0.0315 +INFO:2022-12-13 03:58:47,253: train/ds : 0.0536 +INFO:2022-12-13 03:58:47,254: train/cyc : 0.6192 +INFO:2022-12-13 03:58:47,255: train/norm : 0.1844 +INFO:2022-12-13 03:58:47,256: train/asr : 0.3229 +INFO:2022-12-13 03:58:47,256: train/f0 : 0.1147 +INFO:2022-12-13 03:58:47,257: train/adv_cls : 3.5161 +INFO:2022-12-13 03:58:47,258: eval/real : 0.5182 +INFO:2022-12-13 03:58:47,258: eval/fake : 0.7352 +INFO:2022-12-13 03:58:47,259: eval/reg : 0.0000 +INFO:2022-12-13 03:58:47,260: eval/real_adv_cls: 3.5674 +INFO:2022-12-13 03:58:47,261: eval/con_reg : 0.0000 +INFO:2022-12-13 03:58:47,262: eval/adv : 0.6930 +INFO:2022-12-13 03:58:47,271: eval/sty : 0.0307 +INFO:2022-12-13 03:58:47,272: eval/ds : 0.0568 +INFO:2022-12-13 03:58:47,273: eval/cyc : 0.4465 +INFO:2022-12-13 03:58:47,274: eval/norm : 0.1532 +INFO:2022-12-13 03:58:47,275: eval/asr : 0.1469 +INFO:2022-12-13 03:58:47,276: eval/f0 : 0.1386 +INFO:2022-12-13 03:58:47,277: eval/adv_cls : 3.5442 +INFO:2022-12-13 04:05:42,213: --- epoch 82 --- +INFO:2022-12-13 04:05:42,214: train/real : 0.6107 +INFO:2022-12-13 04:05:42,215: train/fake : 0.6236 +INFO:2022-12-13 04:05:42,216: train/reg : 0.0040 +INFO:2022-12-13 04:05:42,217: train/real_adv_cls: 3.5285 +INFO:2022-12-13 04:05:42,218: train/con_reg : 0.0057 +INFO:2022-12-13 04:05:42,218: train/adv : 0.8395 +INFO:2022-12-13 04:05:42,219: train/sty : 0.0306 +INFO:2022-12-13 04:05:42,220: train/ds : 0.0555 +INFO:2022-12-13 04:05:42,221: train/cyc : 0.6094 +INFO:2022-12-13 04:05:42,222: train/norm : 0.1841 +INFO:2022-12-13 04:05:42,223: train/asr : 0.3145 +INFO:2022-12-13 04:05:42,224: train/f0 : 0.1163 +INFO:2022-12-13 04:05:42,224: train/adv_cls : 3.4700 +INFO:2022-12-13 04:05:42,225: eval/real : 0.5577 +INFO:2022-12-13 04:05:42,226: eval/fake : 0.6405 +INFO:2022-12-13 04:05:42,227: eval/reg : 0.0000 +INFO:2022-12-13 04:05:42,228: eval/real_adv_cls: 3.5130 +INFO:2022-12-13 04:05:42,229: eval/con_reg : 0.0000 +INFO:2022-12-13 04:05:42,229: eval/adv : 0.7894 +INFO:2022-12-13 04:05:42,230: eval/sty : 0.0326 +INFO:2022-12-13 04:05:42,231: eval/ds : 0.0569 +INFO:2022-12-13 04:05:42,231: eval/cyc : 0.4583 +INFO:2022-12-13 04:05:42,232: eval/norm : 0.1746 +INFO:2022-12-13 04:05:42,233: eval/asr : 0.1464 +INFO:2022-12-13 04:05:42,234: eval/f0 : 0.1339 +INFO:2022-12-13 04:05:42,235: eval/adv_cls : 3.4539 +INFO:2022-12-13 04:12:37,216: --- epoch 83 --- +INFO:2022-12-13 04:12:37,218: train/real : 0.6081 +INFO:2022-12-13 04:12:37,219: train/fake : 0.6244 +INFO:2022-12-13 04:12:37,220: train/reg : 0.0039 +INFO:2022-12-13 04:12:37,221: train/real_adv_cls: 3.5358 +INFO:2022-12-13 04:12:37,222: train/con_reg : 0.0058 +INFO:2022-12-13 04:12:37,222: train/adv : 0.8423 +INFO:2022-12-13 04:12:37,223: train/sty : 0.0309 +INFO:2022-12-13 04:12:37,224: train/ds : 0.0529 +INFO:2022-12-13 04:12:37,225: train/cyc : 0.6061 +INFO:2022-12-13 04:12:37,225: train/norm : 0.1845 +INFO:2022-12-13 04:12:37,226: train/asr : 0.3126 +INFO:2022-12-13 04:12:37,227: train/f0 : 0.1110 +INFO:2022-12-13 04:12:37,228: train/adv_cls : 3.4886 +INFO:2022-12-13 04:12:37,228: eval/real : 0.5890 +INFO:2022-12-13 04:12:37,229: eval/fake : 0.6149 +INFO:2022-12-13 04:12:37,230: eval/reg : 0.0000 +INFO:2022-12-13 04:12:37,230: eval/real_adv_cls: 3.5288 +INFO:2022-12-13 04:12:37,231: eval/con_reg : 0.0000 +INFO:2022-12-13 04:12:37,232: eval/adv : 0.8373 +INFO:2022-12-13 04:12:37,232: eval/sty : 0.0346 +INFO:2022-12-13 04:12:37,233: eval/ds : 0.0551 +INFO:2022-12-13 04:12:37,234: eval/cyc : 0.4365 +INFO:2022-12-13 04:12:37,235: eval/norm : 0.1919 +INFO:2022-12-13 04:12:37,236: eval/asr : 0.1388 +INFO:2022-12-13 04:12:37,238: eval/f0 : 0.1391 +INFO:2022-12-13 04:12:37,239: eval/adv_cls : 3.4937 +INFO:2022-12-13 04:19:32,119: --- epoch 84 --- +INFO:2022-12-13 04:19:32,121: train/real : 0.6048 +INFO:2022-12-13 04:19:32,122: train/fake : 0.6189 +INFO:2022-12-13 04:19:32,123: train/reg : 0.0039 +INFO:2022-12-13 04:19:32,124: train/real_adv_cls: 3.5259 +INFO:2022-12-13 04:19:32,125: train/con_reg : 0.0058 +INFO:2022-12-13 04:19:32,126: train/adv : 0.8518 +INFO:2022-12-13 04:19:32,127: train/sty : 0.0303 +INFO:2022-12-13 04:19:32,128: train/ds : 0.0542 +INFO:2022-12-13 04:19:32,129: train/cyc : 0.6100 +INFO:2022-12-13 04:19:32,130: train/norm : 0.1871 +INFO:2022-12-13 04:19:32,131: train/asr : 0.3146 +INFO:2022-12-13 04:19:32,132: train/f0 : 0.1143 +INFO:2022-12-13 04:19:32,135: train/adv_cls : 3.4909 +INFO:2022-12-13 04:19:32,137: eval/real : 0.7091 +INFO:2022-12-13 04:19:32,138: eval/fake : 0.5339 +INFO:2022-12-13 04:19:32,139: eval/reg : 0.0000 +INFO:2022-12-13 04:19:32,141: eval/real_adv_cls: 3.5070 +INFO:2022-12-13 04:19:32,142: eval/con_reg : 0.0000 +INFO:2022-12-13 04:19:32,143: eval/adv : 0.9547 +INFO:2022-12-13 04:19:32,145: eval/sty : 0.0303 +INFO:2022-12-13 04:19:32,146: eval/ds : 0.0548 +INFO:2022-12-13 04:19:32,147: eval/cyc : 0.4538 +INFO:2022-12-13 04:19:32,149: eval/norm : 0.1782 +INFO:2022-12-13 04:19:32,150: eval/asr : 0.1480 +INFO:2022-12-13 04:19:32,151: eval/f0 : 0.1331 +INFO:2022-12-13 04:19:32,153: eval/adv_cls : 3.5611 +INFO:2022-12-13 04:26:27,167: --- epoch 85 --- +INFO:2022-12-13 04:26:27,168: train/real : 0.6064 +INFO:2022-12-13 04:26:27,169: train/fake : 0.6184 +INFO:2022-12-13 04:26:27,170: train/reg : 0.0040 +INFO:2022-12-13 04:26:27,171: train/real_adv_cls: 3.5196 +INFO:2022-12-13 04:26:27,172: train/con_reg : 0.0060 +INFO:2022-12-13 04:26:27,173: train/adv : 0.8503 +INFO:2022-12-13 04:26:27,174: train/sty : 0.0299 +INFO:2022-12-13 04:26:27,175: train/ds : 0.0552 +INFO:2022-12-13 04:26:27,176: train/cyc : 0.6032 +INFO:2022-12-13 04:26:27,177: train/norm : 0.1891 +INFO:2022-12-13 04:26:27,177: train/asr : 0.3118 +INFO:2022-12-13 04:26:27,178: train/f0 : 0.1104 +INFO:2022-12-13 04:26:27,179: train/adv_cls : 3.4714 +INFO:2022-12-13 04:26:27,180: eval/real : 0.6292 +INFO:2022-12-13 04:26:27,180: eval/fake : 0.5829 +INFO:2022-12-13 04:26:27,181: eval/reg : 0.0000 +INFO:2022-12-13 04:26:27,182: eval/real_adv_cls: 3.5288 +INFO:2022-12-13 04:26:27,183: eval/con_reg : 0.0000 +INFO:2022-12-13 04:26:27,183: eval/adv : 0.8725 +INFO:2022-12-13 04:26:27,184: eval/sty : 0.0315 +INFO:2022-12-13 04:26:27,185: eval/ds : 0.0556 +INFO:2022-12-13 04:26:27,185: eval/cyc : 0.4585 +INFO:2022-12-13 04:26:27,186: eval/norm : 0.1792 +INFO:2022-12-13 04:26:27,187: eval/asr : 0.1506 +INFO:2022-12-13 04:26:27,188: eval/f0 : 0.1326 +INFO:2022-12-13 04:26:27,189: eval/adv_cls : 3.4251 +INFO:2022-12-13 04:33:21,845: --- epoch 86 --- +INFO:2022-12-13 04:33:21,846: train/real : 0.5977 +INFO:2022-12-13 04:33:21,848: train/fake : 0.6117 +INFO:2022-12-13 04:33:21,849: train/reg : 0.0045 +INFO:2022-12-13 04:33:21,850: train/real_adv_cls: 3.5146 +INFO:2022-12-13 04:33:21,850: train/con_reg : 0.0063 +INFO:2022-12-13 04:33:21,851: train/adv : 0.8627 +INFO:2022-12-13 04:33:21,852: train/sty : 0.0299 +INFO:2022-12-13 04:33:21,853: train/ds : 0.0548 +INFO:2022-12-13 04:33:21,853: train/cyc : 0.6059 +INFO:2022-12-13 04:33:21,854: train/norm : 0.2062 +INFO:2022-12-13 04:33:21,855: train/asr : 0.3177 +INFO:2022-12-13 04:33:21,855: train/f0 : 0.1115 +INFO:2022-12-13 04:33:21,856: train/adv_cls : 3.4863 +INFO:2022-12-13 04:33:21,857: eval/real : 0.5738 +INFO:2022-12-13 04:33:21,857: eval/fake : 0.6433 +INFO:2022-12-13 04:33:21,858: eval/reg : 0.0000 +INFO:2022-12-13 04:33:21,858: eval/real_adv_cls: 3.4959 +INFO:2022-12-13 04:33:21,859: eval/con_reg : 0.0000 +INFO:2022-12-13 04:33:21,860: eval/adv : 0.7962 +INFO:2022-12-13 04:33:21,860: eval/sty : 0.0288 +INFO:2022-12-13 04:33:21,861: eval/ds : 0.0557 +INFO:2022-12-13 04:33:21,862: eval/cyc : 0.4633 +INFO:2022-12-13 04:33:21,863: eval/norm : 0.2402 +INFO:2022-12-13 04:33:21,864: eval/asr : 0.1516 +INFO:2022-12-13 04:33:21,865: eval/f0 : 0.1372 +INFO:2022-12-13 04:33:21,866: eval/adv_cls : 3.4984 +INFO:2022-12-13 04:40:16,732: --- epoch 87 --- +INFO:2022-12-13 04:40:16,733: train/real : 0.5965 +INFO:2022-12-13 04:40:16,734: train/fake : 0.6145 +INFO:2022-12-13 04:40:16,735: train/reg : 0.0049 +INFO:2022-12-13 04:40:16,736: train/real_adv_cls: 3.4934 +INFO:2022-12-13 04:40:16,737: train/con_reg : 0.0067 +INFO:2022-12-13 04:40:16,738: train/adv : 0.8680 +INFO:2022-12-13 04:40:16,738: train/sty : 0.0300 +INFO:2022-12-13 04:40:16,739: train/ds : 0.0549 +INFO:2022-12-13 04:40:16,740: train/cyc : 0.6091 +INFO:2022-12-13 04:40:16,741: train/norm : 0.2161 +INFO:2022-12-13 04:40:16,742: train/asr : 0.3191 +INFO:2022-12-13 04:40:16,743: train/f0 : 0.1139 +INFO:2022-12-13 04:40:16,743: train/adv_cls : 3.4498 +INFO:2022-12-13 04:40:16,744: eval/real : 0.6740 +INFO:2022-12-13 04:40:16,745: eval/fake : 0.5417 +INFO:2022-12-13 04:40:16,746: eval/reg : 0.0000 +INFO:2022-12-13 04:40:16,747: eval/real_adv_cls: 3.5208 +INFO:2022-12-13 04:40:16,748: eval/con_reg : 0.0000 +INFO:2022-12-13 04:40:16,748: eval/adv : 0.9287 +INFO:2022-12-13 04:40:16,749: eval/sty : 0.0302 +INFO:2022-12-13 04:40:16,750: eval/ds : 0.0574 +INFO:2022-12-13 04:40:16,750: eval/cyc : 0.4430 +INFO:2022-12-13 04:40:16,751: eval/norm : 0.1837 +INFO:2022-12-13 04:40:16,752: eval/asr : 0.1516 +INFO:2022-12-13 04:40:16,754: eval/f0 : 0.1255 +INFO:2022-12-13 04:40:16,755: eval/adv_cls : 3.5136 +INFO:2022-12-13 04:47:11,656: --- epoch 88 --- +INFO:2022-12-13 04:47:11,657: train/real : 0.5975 +INFO:2022-12-13 04:47:11,659: train/fake : 0.6164 +INFO:2022-12-13 04:47:11,660: train/reg : 0.0046 +INFO:2022-12-13 04:47:11,661: train/real_adv_cls: 3.4986 +INFO:2022-12-13 04:47:11,662: train/con_reg : 0.0062 +INFO:2022-12-13 04:47:11,663: train/adv : 0.8541 +INFO:2022-12-13 04:47:11,664: train/sty : 0.0299 +INFO:2022-12-13 04:47:11,665: train/ds : 0.0562 +INFO:2022-12-13 04:47:11,666: train/cyc : 0.6074 +INFO:2022-12-13 04:47:11,667: train/norm : 0.2016 +INFO:2022-12-13 04:47:11,667: train/asr : 0.3206 +INFO:2022-12-13 04:47:11,668: train/f0 : 0.1108 +INFO:2022-12-13 04:47:11,669: train/adv_cls : 3.4689 +INFO:2022-12-13 04:47:11,669: eval/real : 0.5910 +INFO:2022-12-13 04:47:11,670: eval/fake : 0.6338 +INFO:2022-12-13 04:47:11,671: eval/reg : 0.0000 +INFO:2022-12-13 04:47:11,672: eval/real_adv_cls: 3.5147 +INFO:2022-12-13 04:47:11,673: eval/con_reg : 0.0000 +INFO:2022-12-13 04:47:11,673: eval/adv : 0.7997 +INFO:2022-12-13 04:47:11,674: eval/sty : 0.0326 +INFO:2022-12-13 04:47:11,675: eval/ds : 0.0561 +INFO:2022-12-13 04:47:11,676: eval/cyc : 0.4459 +INFO:2022-12-13 04:47:11,677: eval/norm : 0.1942 +INFO:2022-12-13 04:47:11,678: eval/asr : 0.1466 +INFO:2022-12-13 04:47:11,679: eval/f0 : 0.1229 +INFO:2022-12-13 04:47:11,681: eval/adv_cls : 3.4469 +INFO:2022-12-13 04:54:06,182: --- epoch 89 --- +INFO:2022-12-13 04:54:06,183: train/real : 0.5966 +INFO:2022-12-13 04:54:06,185: train/fake : 0.6100 +INFO:2022-12-13 04:54:06,186: train/reg : 0.0047 +INFO:2022-12-13 04:54:06,187: train/real_adv_cls: 3.4786 +INFO:2022-12-13 04:54:06,188: train/con_reg : 0.0063 +INFO:2022-12-13 04:54:06,189: train/adv : 0.8716 +INFO:2022-12-13 04:54:06,189: train/sty : 0.0301 +INFO:2022-12-13 04:54:06,190: train/ds : 0.0552 +INFO:2022-12-13 04:54:06,191: train/cyc : 0.6041 +INFO:2022-12-13 04:54:06,191: train/norm : 0.2035 +INFO:2022-12-13 04:54:06,192: train/asr : 0.3178 +INFO:2022-12-13 04:54:06,193: train/f0 : 0.1119 +INFO:2022-12-13 04:54:06,194: train/adv_cls : 3.4239 +INFO:2022-12-13 04:54:06,195: eval/real : 0.7561 +INFO:2022-12-13 04:54:06,195: eval/fake : 0.4677 +INFO:2022-12-13 04:54:06,196: eval/reg : 0.0000 +INFO:2022-12-13 04:54:06,197: eval/real_adv_cls: 3.5158 +INFO:2022-12-13 04:54:06,198: eval/con_reg : 0.0000 +INFO:2022-12-13 04:54:06,198: eval/adv : 1.0628 +INFO:2022-12-13 04:54:06,199: eval/sty : 0.0299 +INFO:2022-12-13 04:54:06,200: eval/ds : 0.0569 +INFO:2022-12-13 04:54:06,201: eval/cyc : 0.4537 +INFO:2022-12-13 04:54:06,202: eval/norm : 0.2275 +INFO:2022-12-13 04:54:06,203: eval/asr : 0.1634 +INFO:2022-12-13 04:54:06,204: eval/f0 : 0.1306 +INFO:2022-12-13 04:54:06,206: eval/adv_cls : 3.3901 +INFO:2022-12-13 05:01:01,028: --- epoch 90 --- +INFO:2022-12-13 05:01:01,029: train/real : 0.5945 +INFO:2022-12-13 05:01:01,031: train/fake : 0.6135 +INFO:2022-12-13 05:01:01,032: train/reg : 0.0046 +INFO:2022-12-13 05:01:01,032: train/real_adv_cls: 3.4814 +INFO:2022-12-13 05:01:01,033: train/con_reg : 0.0068 +INFO:2022-12-13 05:01:01,034: train/adv : 0.8693 +INFO:2022-12-13 05:01:01,035: train/sty : 0.0288 +INFO:2022-12-13 05:01:01,035: train/ds : 0.0568 +INFO:2022-12-13 05:01:01,036: train/cyc : 0.6113 +INFO:2022-12-13 05:01:01,037: train/norm : 0.2137 +INFO:2022-12-13 05:01:01,038: train/asr : 0.3250 +INFO:2022-12-13 05:01:01,038: train/f0 : 0.1125 +INFO:2022-12-13 05:01:01,039: train/adv_cls : 3.4377 +INFO:2022-12-13 05:01:01,040: eval/real : 0.5620 +INFO:2022-12-13 05:01:01,041: eval/fake : 0.6316 +INFO:2022-12-13 05:01:01,042: eval/reg : 0.0000 +INFO:2022-12-13 05:01:01,043: eval/real_adv_cls: 3.4935 +INFO:2022-12-13 05:01:01,043: eval/con_reg : 0.0000 +INFO:2022-12-13 05:01:01,044: eval/adv : 0.8109 +INFO:2022-12-13 05:01:01,045: eval/sty : 0.0299 +INFO:2022-12-13 05:01:01,045: eval/ds : 0.0603 +INFO:2022-12-13 05:01:01,047: eval/cyc : 0.4534 +INFO:2022-12-13 05:01:01,048: eval/norm : 0.2188 +INFO:2022-12-13 05:01:01,049: eval/asr : 0.1434 +INFO:2022-12-13 05:01:01,051: eval/f0 : 0.1297 +INFO:2022-12-13 05:01:01,052: eval/adv_cls : 3.4980 +INFO:2022-12-13 05:07:58,683: --- epoch 91 --- +INFO:2022-12-13 05:07:58,684: train/real : 0.5938 +INFO:2022-12-13 05:07:58,685: train/fake : 0.6007 +INFO:2022-12-13 05:07:58,686: train/reg : 0.0049 +INFO:2022-12-13 05:07:58,688: train/real_adv_cls: 3.4701 +INFO:2022-12-13 05:07:58,689: train/con_reg : 0.0067 +INFO:2022-12-13 05:07:58,690: train/adv : 0.8821 +INFO:2022-12-13 05:07:58,690: train/sty : 0.0288 +INFO:2022-12-13 05:07:58,691: train/ds : 0.0570 +INFO:2022-12-13 05:07:58,692: train/cyc : 0.6056 +INFO:2022-12-13 05:07:58,692: train/norm : 0.2235 +INFO:2022-12-13 05:07:58,693: train/asr : 0.3206 +INFO:2022-12-13 05:07:58,694: train/f0 : 0.1109 +INFO:2022-12-13 05:07:58,695: train/adv_cls : 3.4714 +INFO:2022-12-13 05:07:58,695: eval/real : 0.5928 +INFO:2022-12-13 05:07:58,696: eval/fake : 0.6209 +INFO:2022-12-13 05:07:58,697: eval/reg : 0.0000 +INFO:2022-12-13 05:07:58,698: eval/real_adv_cls: 3.4745 +INFO:2022-12-13 05:07:58,698: eval/con_reg : 0.0000 +INFO:2022-12-13 05:07:58,699: eval/adv : 0.8231 +INFO:2022-12-13 05:07:58,700: eval/sty : 0.0314 +INFO:2022-12-13 05:07:58,700: eval/ds : 0.0604 +INFO:2022-12-13 05:07:58,701: eval/cyc : 0.4450 +INFO:2022-12-13 05:07:58,702: eval/norm : 0.2126 +INFO:2022-12-13 05:07:58,702: eval/asr : 0.1411 +INFO:2022-12-13 05:07:58,703: eval/f0 : 0.1249 +INFO:2022-12-13 05:07:58,704: eval/adv_cls : 3.4706 +INFO:2022-12-13 05:14:53,308: --- epoch 92 --- +INFO:2022-12-13 05:14:53,309: train/real : 0.5908 +INFO:2022-12-13 05:14:53,310: train/fake : 0.6068 +INFO:2022-12-13 05:14:53,312: train/reg : 0.0051 +INFO:2022-12-13 05:14:53,313: train/real_adv_cls: 3.4740 +INFO:2022-12-13 05:14:53,314: train/con_reg : 0.0067 +INFO:2022-12-13 05:14:53,315: train/adv : 0.8823 +INFO:2022-12-13 05:14:53,316: train/sty : 0.0293 +INFO:2022-12-13 05:14:53,316: train/ds : 0.0541 +INFO:2022-12-13 05:14:53,317: train/cyc : 0.6074 +INFO:2022-12-13 05:14:53,317: train/norm : 0.2222 +INFO:2022-12-13 05:14:53,318: train/asr : 0.3205 +INFO:2022-12-13 05:14:53,319: train/f0 : 0.1140 +INFO:2022-12-13 05:14:53,319: train/adv_cls : 3.4532 +INFO:2022-12-13 05:14:53,320: eval/real : 0.6574 +INFO:2022-12-13 05:14:53,321: eval/fake : 0.5464 +INFO:2022-12-13 05:14:53,322: eval/reg : 0.0000 +INFO:2022-12-13 05:14:53,322: eval/real_adv_cls: 3.5126 +INFO:2022-12-13 05:14:53,323: eval/con_reg : 0.0000 +INFO:2022-12-13 05:14:53,323: eval/adv : 0.9481 +INFO:2022-12-13 05:14:53,324: eval/sty : 0.0301 +INFO:2022-12-13 05:14:53,325: eval/ds : 0.0510 +INFO:2022-12-13 05:14:53,326: eval/cyc : 0.4527 +INFO:2022-12-13 05:14:53,328: eval/norm : 0.2833 +INFO:2022-12-13 05:14:53,329: eval/asr : 0.1494 +INFO:2022-12-13 05:14:53,330: eval/f0 : 0.1291 +INFO:2022-12-13 05:14:53,331: eval/adv_cls : 3.5759 +INFO:2022-12-13 05:21:48,431: --- epoch 93 --- +INFO:2022-12-13 05:21:48,432: train/real : 0.5873 +INFO:2022-12-13 05:21:48,433: train/fake : 0.6103 +INFO:2022-12-13 05:21:48,433: train/reg : 0.0051 +INFO:2022-12-13 05:21:48,434: train/real_adv_cls: 3.4706 +INFO:2022-12-13 05:21:48,435: train/con_reg : 0.0065 +INFO:2022-12-13 05:21:48,436: train/adv : 0.8879 +INFO:2022-12-13 05:21:48,436: train/sty : 0.0292 +INFO:2022-12-13 05:21:48,437: train/ds : 0.0538 +INFO:2022-12-13 05:21:48,438: train/cyc : 0.5987 +INFO:2022-12-13 05:21:48,439: train/norm : 0.2399 +INFO:2022-12-13 05:21:48,440: train/asr : 0.3129 +INFO:2022-12-13 05:21:48,441: train/f0 : 0.1127 +INFO:2022-12-13 05:21:48,441: train/adv_cls : 3.5194 +INFO:2022-12-13 05:21:48,442: eval/real : 0.5773 +INFO:2022-12-13 05:21:48,443: eval/fake : 0.6237 +INFO:2022-12-13 05:21:48,444: eval/reg : 0.0000 +INFO:2022-12-13 05:21:48,445: eval/real_adv_cls: 3.4595 +INFO:2022-12-13 05:21:48,445: eval/con_reg : 0.0000 +INFO:2022-12-13 05:21:48,446: eval/adv : 0.8258 +INFO:2022-12-13 05:21:48,447: eval/sty : 0.0276 +INFO:2022-12-13 05:21:48,447: eval/ds : 0.0539 +INFO:2022-12-13 05:21:48,449: eval/cyc : 0.4165 +INFO:2022-12-13 05:21:48,450: eval/norm : 0.2054 +INFO:2022-12-13 05:21:48,452: eval/asr : 0.1399 +INFO:2022-12-13 05:21:48,453: eval/f0 : 0.1220 +INFO:2022-12-13 05:21:48,455: eval/adv_cls : 3.5568 +INFO:2022-12-13 05:28:43,233: --- epoch 94 --- +INFO:2022-12-13 05:28:43,234: train/real : 0.5949 +INFO:2022-12-13 05:28:43,236: train/fake : 0.6100 +INFO:2022-12-13 05:28:43,237: train/reg : 0.0052 +INFO:2022-12-13 05:28:43,238: train/real_adv_cls: 3.4793 +INFO:2022-12-13 05:28:43,239: train/con_reg : 0.0063 +INFO:2022-12-13 05:28:43,240: train/adv : 0.8779 +INFO:2022-12-13 05:28:43,241: train/sty : 0.0294 +INFO:2022-12-13 05:28:43,242: train/ds : 0.0545 +INFO:2022-12-13 05:28:43,243: train/cyc : 0.6043 +INFO:2022-12-13 05:28:43,244: train/norm : 0.2260 +INFO:2022-12-13 05:28:43,245: train/asr : 0.3160 +INFO:2022-12-13 05:28:43,246: train/f0 : 0.1107 +INFO:2022-12-13 05:28:43,247: train/adv_cls : 3.4769 +INFO:2022-12-13 05:28:43,248: eval/real : 0.6036 +INFO:2022-12-13 05:28:43,249: eval/fake : 0.5959 +INFO:2022-12-13 05:28:43,250: eval/reg : 0.0000 +INFO:2022-12-13 05:28:43,251: eval/real_adv_cls: 3.4582 +INFO:2022-12-13 05:28:43,252: eval/con_reg : 0.0000 +INFO:2022-12-13 05:28:43,252: eval/adv : 0.8594 +INFO:2022-12-13 05:28:43,253: eval/sty : 0.0315 +INFO:2022-12-13 05:28:43,254: eval/ds : 0.0573 +INFO:2022-12-13 05:28:43,255: eval/cyc : 0.4515 +INFO:2022-12-13 05:28:43,256: eval/norm : 0.2186 +INFO:2022-12-13 05:28:43,257: eval/asr : 0.1519 +INFO:2022-12-13 05:28:43,259: eval/f0 : 0.1369 +INFO:2022-12-13 05:28:43,260: eval/adv_cls : 3.5006 +INFO:2022-12-13 05:35:38,155: --- epoch 95 --- +INFO:2022-12-13 05:35:38,157: train/real : 0.5947 +INFO:2022-12-13 05:35:38,158: train/fake : 0.6046 +INFO:2022-12-13 05:35:38,159: train/reg : 0.0051 +INFO:2022-12-13 05:35:38,160: train/real_adv_cls: 3.4710 +INFO:2022-12-13 05:35:38,161: train/con_reg : 0.0066 +INFO:2022-12-13 05:35:38,162: train/adv : 0.8851 +INFO:2022-12-13 05:35:38,163: train/sty : 0.0292 +INFO:2022-12-13 05:35:38,164: train/ds : 0.0545 +INFO:2022-12-13 05:35:38,165: train/cyc : 0.6020 +INFO:2022-12-13 05:35:38,166: train/norm : 0.2369 +INFO:2022-12-13 05:35:38,166: train/asr : 0.3166 +INFO:2022-12-13 05:35:38,167: train/f0 : 0.1114 +INFO:2022-12-13 05:35:38,168: train/adv_cls : 3.5116 +INFO:2022-12-13 05:35:38,168: eval/real : 0.5049 +INFO:2022-12-13 05:35:38,169: eval/fake : 0.7131 +INFO:2022-12-13 05:35:38,170: eval/reg : 0.0000 +INFO:2022-12-13 05:35:38,171: eval/real_adv_cls: 3.4666 +INFO:2022-12-13 05:35:38,171: eval/con_reg : 0.0000 +INFO:2022-12-13 05:35:38,172: eval/adv : 0.7291 +INFO:2022-12-13 05:35:38,173: eval/sty : 0.0302 +INFO:2022-12-13 05:35:38,174: eval/ds : 0.0567 +INFO:2022-12-13 05:35:38,175: eval/cyc : 0.4405 +INFO:2022-12-13 05:35:38,176: eval/norm : 0.1824 +INFO:2022-12-13 05:35:38,176: eval/asr : 0.1460 +INFO:2022-12-13 05:35:38,177: eval/f0 : 0.1191 +INFO:2022-12-13 05:35:38,179: eval/adv_cls : 3.5450 +INFO:2022-12-13 05:42:32,967: --- epoch 96 --- +INFO:2022-12-13 05:42:32,968: train/real : 0.5881 +INFO:2022-12-13 05:42:32,969: train/fake : 0.6093 +INFO:2022-12-13 05:42:32,970: train/reg : 0.0054 +INFO:2022-12-13 05:42:32,971: train/real_adv_cls: 3.4697 +INFO:2022-12-13 05:42:32,971: train/con_reg : 0.0065 +INFO:2022-12-13 05:42:32,972: train/adv : 0.8780 +INFO:2022-12-13 05:42:32,973: train/sty : 0.0287 +INFO:2022-12-13 05:42:32,974: train/ds : 0.0556 +INFO:2022-12-13 05:42:32,974: train/cyc : 0.6032 +INFO:2022-12-13 05:42:32,975: train/norm : 0.2400 +INFO:2022-12-13 05:42:32,976: train/asr : 0.3160 +INFO:2022-12-13 05:42:32,977: train/f0 : 0.1130 +INFO:2022-12-13 05:42:32,977: train/adv_cls : 3.4693 +INFO:2022-12-13 05:42:32,978: eval/real : 0.4827 +INFO:2022-12-13 05:42:32,979: eval/fake : 0.7327 +INFO:2022-12-13 05:42:32,979: eval/reg : 0.0000 +INFO:2022-12-13 05:42:32,980: eval/real_adv_cls: 3.4807 +INFO:2022-12-13 05:42:32,981: eval/con_reg : 0.0000 +INFO:2022-12-13 05:42:32,981: eval/adv : 0.7166 +INFO:2022-12-13 05:42:32,982: eval/sty : 0.0324 +INFO:2022-12-13 05:42:32,983: eval/ds : 0.0580 +INFO:2022-12-13 05:42:32,985: eval/cyc : 0.4460 +INFO:2022-12-13 05:42:32,986: eval/norm : 0.2451 +INFO:2022-12-13 05:42:32,987: eval/asr : 0.1549 +INFO:2022-12-13 05:42:32,989: eval/f0 : 0.1260 +INFO:2022-12-13 05:42:32,991: eval/adv_cls : 3.5063 +INFO:2022-12-13 05:49:27,864: --- epoch 97 --- +INFO:2022-12-13 05:49:27,865: train/real : 0.5918 +INFO:2022-12-13 05:49:27,867: train/fake : 0.6124 +INFO:2022-12-13 05:49:27,868: train/reg : 0.0052 +INFO:2022-12-13 05:49:27,868: train/real_adv_cls: 3.4677 +INFO:2022-12-13 05:49:27,869: train/con_reg : 0.0066 +INFO:2022-12-13 05:49:27,870: train/adv : 0.8688 +INFO:2022-12-13 05:49:27,871: train/sty : 0.0289 +INFO:2022-12-13 05:49:27,872: train/ds : 0.0531 +INFO:2022-12-13 05:49:27,873: train/cyc : 0.6061 +INFO:2022-12-13 05:49:27,874: train/norm : 0.2232 +INFO:2022-12-13 05:49:27,874: train/asr : 0.3244 +INFO:2022-12-13 05:49:27,875: train/f0 : 0.1090 +INFO:2022-12-13 05:49:27,876: train/adv_cls : 3.4688 +INFO:2022-12-13 05:49:27,877: eval/real : 0.5789 +INFO:2022-12-13 05:49:27,877: eval/fake : 0.6336 +INFO:2022-12-13 05:49:27,878: eval/reg : 0.0000 +INFO:2022-12-13 05:49:27,879: eval/real_adv_cls: 3.4876 +INFO:2022-12-13 05:49:27,879: eval/con_reg : 0.0000 +INFO:2022-12-13 05:49:27,880: eval/adv : 0.8080 +INFO:2022-12-13 05:49:27,881: eval/sty : 0.0277 +INFO:2022-12-13 05:49:27,881: eval/ds : 0.0560 +INFO:2022-12-13 05:49:27,882: eval/cyc : 0.4392 +INFO:2022-12-13 05:49:27,884: eval/norm : 0.2355 +INFO:2022-12-13 05:49:27,885: eval/asr : 0.1421 +INFO:2022-12-13 05:49:27,887: eval/f0 : 0.1394 +INFO:2022-12-13 05:49:27,888: eval/adv_cls : 3.5050 +INFO:2022-12-13 05:56:22,675: --- epoch 98 --- +INFO:2022-12-13 05:56:22,676: train/real : 0.5891 +INFO:2022-12-13 05:56:22,678: train/fake : 0.6102 +INFO:2022-12-13 05:56:22,678: train/reg : 0.0054 +INFO:2022-12-13 05:56:22,680: train/real_adv_cls: 3.4610 +INFO:2022-12-13 05:56:22,680: train/con_reg : 0.0063 +INFO:2022-12-13 05:56:22,682: train/adv : 0.8750 +INFO:2022-12-13 05:56:22,683: train/sty : 0.0282 +INFO:2022-12-13 05:56:22,683: train/ds : 0.0563 +INFO:2022-12-13 05:56:22,684: train/cyc : 0.5970 +INFO:2022-12-13 05:56:22,685: train/norm : 0.2312 +INFO:2022-12-13 05:56:22,685: train/asr : 0.3133 +INFO:2022-12-13 05:56:22,686: train/f0 : 0.1106 +INFO:2022-12-13 05:56:22,687: train/adv_cls : 3.4657 +INFO:2022-12-13 05:56:22,687: eval/real : 0.6267 +INFO:2022-12-13 05:56:22,688: eval/fake : 0.5629 +INFO:2022-12-13 05:56:22,689: eval/reg : 0.0000 +INFO:2022-12-13 05:56:22,689: eval/real_adv_cls: 3.4595 +INFO:2022-12-13 05:56:22,690: eval/con_reg : 0.0000 +INFO:2022-12-13 05:56:22,691: eval/adv : 0.9107 +INFO:2022-12-13 05:56:22,691: eval/sty : 0.0288 +INFO:2022-12-13 05:56:22,692: eval/ds : 0.0555 +INFO:2022-12-13 05:56:22,693: eval/cyc : 0.4407 +INFO:2022-12-13 05:56:22,694: eval/norm : 0.2270 +INFO:2022-12-13 05:56:22,695: eval/asr : 0.1492 +INFO:2022-12-13 05:56:22,696: eval/f0 : 0.1293 +INFO:2022-12-13 05:56:22,698: eval/adv_cls : 3.4480 +INFO:2022-12-13 06:03:17,450: --- epoch 99 --- +INFO:2022-12-13 06:03:17,451: train/real : 0.5843 +INFO:2022-12-13 06:03:17,453: train/fake : 0.6031 +INFO:2022-12-13 06:03:17,453: train/reg : 0.0058 +INFO:2022-12-13 06:03:17,454: train/real_adv_cls: 3.4539 +INFO:2022-12-13 06:03:17,455: train/con_reg : 0.0063 +INFO:2022-12-13 06:03:17,456: train/adv : 0.8934 +INFO:2022-12-13 06:03:17,457: train/sty : 0.0282 +INFO:2022-12-13 06:03:17,457: train/ds : 0.0562 +INFO:2022-12-13 06:03:17,458: train/cyc : 0.5977 +INFO:2022-12-13 06:03:17,459: train/norm : 0.2412 +INFO:2022-12-13 06:03:17,459: train/asr : 0.3123 +INFO:2022-12-13 06:03:17,460: train/f0 : 0.1133 +INFO:2022-12-13 06:03:17,461: train/adv_cls : 3.4588 +INFO:2022-12-13 06:03:17,461: eval/real : 0.7213 +INFO:2022-12-13 06:03:17,462: eval/fake : 0.5177 +INFO:2022-12-13 06:03:17,463: eval/reg : 0.0000 +INFO:2022-12-13 06:03:17,464: eval/real_adv_cls: 3.4475 +INFO:2022-12-13 06:03:17,464: eval/con_reg : 0.0000 +INFO:2022-12-13 06:03:17,465: eval/adv : 1.0033 +INFO:2022-12-13 06:03:17,466: eval/sty : 0.0285 +INFO:2022-12-13 06:03:17,467: eval/ds : 0.0597 +INFO:2022-12-13 06:03:17,469: eval/cyc : 0.4255 +INFO:2022-12-13 06:03:17,470: eval/norm : 0.2300 +INFO:2022-12-13 06:03:17,471: eval/asr : 0.1350 +INFO:2022-12-13 06:03:17,472: eval/f0 : 0.1228 +INFO:2022-12-13 06:03:17,473: eval/adv_cls : 3.3946 +INFO:2022-12-13 06:10:12,117: --- epoch 100 --- +INFO:2022-12-13 06:10:12,118: train/real : 0.5882 +INFO:2022-12-13 06:10:12,119: train/fake : 0.6025 +INFO:2022-12-13 06:10:12,120: train/reg : 0.0062 +INFO:2022-12-13 06:10:12,121: train/real_adv_cls: 3.4612 +INFO:2022-12-13 06:10:12,121: train/con_reg : 0.0064 +INFO:2022-12-13 06:10:12,122: train/adv : 0.8826 +INFO:2022-12-13 06:10:12,123: train/sty : 0.0284 +INFO:2022-12-13 06:10:12,124: train/ds : 0.0538 +INFO:2022-12-13 06:10:12,124: train/cyc : 0.5982 +INFO:2022-12-13 06:10:12,125: train/norm : 0.2328 +INFO:2022-12-13 06:10:12,126: train/asr : 0.3170 +INFO:2022-12-13 06:10:12,126: train/f0 : 0.1116 +INFO:2022-12-13 06:10:12,127: train/adv_cls : 3.4371 +INFO:2022-12-13 06:10:12,128: eval/real : 0.5518 +INFO:2022-12-13 06:10:12,129: eval/fake : 0.6561 +INFO:2022-12-13 06:10:12,129: eval/reg : 0.0000 +INFO:2022-12-13 06:10:12,130: eval/real_adv_cls: 3.4859 +INFO:2022-12-13 06:10:12,131: eval/con_reg : 0.0000 +INFO:2022-12-13 06:10:12,132: eval/adv : 0.7915 +INFO:2022-12-13 06:10:12,132: eval/sty : 0.0294 +INFO:2022-12-13 06:10:12,133: eval/ds : 0.0551 +INFO:2022-12-13 06:10:12,134: eval/cyc : 0.4637 +INFO:2022-12-13 06:10:12,135: eval/norm : 0.2086 +INFO:2022-12-13 06:10:12,136: eval/asr : 0.1514 +INFO:2022-12-13 06:10:12,137: eval/f0 : 0.1237 +INFO:2022-12-13 06:10:12,138: eval/adv_cls : 3.5232 +INFO:2022-12-13 06:17:09,944: --- epoch 101 --- +INFO:2022-12-13 06:17:09,945: train/real : 0.5852 +INFO:2022-12-13 06:17:09,947: train/fake : 0.6094 +INFO:2022-12-13 06:17:09,948: train/reg : 0.0059 +INFO:2022-12-13 06:17:09,948: train/real_adv_cls: 3.4639 +INFO:2022-12-13 06:17:09,949: train/con_reg : 0.0069 +INFO:2022-12-13 06:17:09,950: train/adv : 0.8793 +INFO:2022-12-13 06:17:09,951: train/sty : 0.0281 +INFO:2022-12-13 06:17:09,951: train/ds : 0.0542 +INFO:2022-12-13 06:17:09,952: train/cyc : 0.5988 +INFO:2022-12-13 06:17:09,953: train/norm : 0.2355 +INFO:2022-12-13 06:17:09,953: train/asr : 0.3140 +INFO:2022-12-13 06:17:09,954: train/f0 : 0.1098 +INFO:2022-12-13 06:17:09,955: train/adv_cls : 3.4372 +INFO:2022-12-13 06:17:09,956: eval/real : 0.6303 +INFO:2022-12-13 06:17:09,957: eval/fake : 0.5572 +INFO:2022-12-13 06:17:09,957: eval/reg : 0.0000 +INFO:2022-12-13 06:17:09,958: eval/real_adv_cls: 3.4826 +INFO:2022-12-13 06:17:09,959: eval/con_reg : 0.0000 +INFO:2022-12-13 06:17:09,959: eval/adv : 0.9229 +INFO:2022-12-13 06:17:09,960: eval/sty : 0.0277 +INFO:2022-12-13 06:17:09,960: eval/ds : 0.0586 +INFO:2022-12-13 06:17:09,962: eval/cyc : 0.4487 +INFO:2022-12-13 06:17:09,963: eval/norm : 0.2526 +INFO:2022-12-13 06:17:09,964: eval/asr : 0.1489 +INFO:2022-12-13 06:17:09,966: eval/f0 : 0.1285 +INFO:2022-12-13 06:17:09,967: eval/adv_cls : 3.5052 +INFO:2022-12-13 06:24:04,724: --- epoch 102 --- +INFO:2022-12-13 06:24:04,725: train/real : 0.5896 +INFO:2022-12-13 06:24:04,727: train/fake : 0.6084 +INFO:2022-12-13 06:24:04,728: train/reg : 0.0057 +INFO:2022-12-13 06:24:04,729: train/real_adv_cls: 3.4712 +INFO:2022-12-13 06:24:04,730: train/con_reg : 0.0069 +INFO:2022-12-13 06:24:04,730: train/adv : 0.8817 +INFO:2022-12-13 06:24:04,731: train/sty : 0.0291 +INFO:2022-12-13 06:24:04,732: train/ds : 0.0570 +INFO:2022-12-13 06:24:04,733: train/cyc : 0.6011 +INFO:2022-12-13 06:24:04,733: train/norm : 0.2231 +INFO:2022-12-13 06:24:04,734: train/asr : 0.3191 +INFO:2022-12-13 06:24:04,735: train/f0 : 0.1085 +INFO:2022-12-13 06:24:04,735: train/adv_cls : 3.4381 +INFO:2022-12-13 06:24:04,736: eval/real : 0.6994 +INFO:2022-12-13 06:24:04,736: eval/fake : 0.5296 +INFO:2022-12-13 06:24:04,737: eval/reg : 0.0000 +INFO:2022-12-13 06:24:04,738: eval/real_adv_cls: 3.4924 +INFO:2022-12-13 06:24:04,738: eval/con_reg : 0.0000 +INFO:2022-12-13 06:24:04,739: eval/adv : 0.9434 +INFO:2022-12-13 06:24:04,739: eval/sty : 0.0274 +INFO:2022-12-13 06:24:04,741: eval/ds : 0.0557 +INFO:2022-12-13 06:24:04,743: eval/cyc : 0.4542 +INFO:2022-12-13 06:24:04,744: eval/norm : 0.2688 +INFO:2022-12-13 06:24:04,746: eval/asr : 0.1528 +INFO:2022-12-13 06:24:04,747: eval/f0 : 0.1231 +INFO:2022-12-13 06:24:04,749: eval/adv_cls : 3.4272 +INFO:2022-12-13 06:30:59,666: --- epoch 103 --- +INFO:2022-12-13 06:30:59,666: train/real : 0.5875 +INFO:2022-12-13 06:30:59,668: train/fake : 0.5989 +INFO:2022-12-13 06:30:59,669: train/reg : 0.0060 +INFO:2022-12-13 06:30:59,670: train/real_adv_cls: 3.4623 +INFO:2022-12-13 06:30:59,671: train/con_reg : 0.0065 +INFO:2022-12-13 06:30:59,671: train/adv : 0.8956 +INFO:2022-12-13 06:30:59,672: train/sty : 0.0285 +INFO:2022-12-13 06:30:59,673: train/ds : 0.0533 +INFO:2022-12-13 06:30:59,673: train/cyc : 0.5943 +INFO:2022-12-13 06:30:59,674: train/norm : 0.2375 +INFO:2022-12-13 06:30:59,675: train/asr : 0.3133 +INFO:2022-12-13 06:30:59,675: train/f0 : 0.1112 +INFO:2022-12-13 06:30:59,676: train/adv_cls : 3.4401 +INFO:2022-12-13 06:30:59,677: eval/real : 0.5720 +INFO:2022-12-13 06:30:59,678: eval/fake : 0.5868 +INFO:2022-12-13 06:30:59,679: eval/reg : 0.0000 +INFO:2022-12-13 06:30:59,679: eval/real_adv_cls: 3.4764 +INFO:2022-12-13 06:30:59,680: eval/con_reg : 0.0000 +INFO:2022-12-13 06:30:59,681: eval/adv : 0.8946 +INFO:2022-12-13 06:30:59,681: eval/sty : 0.0298 +INFO:2022-12-13 06:30:59,682: eval/ds : 0.0586 +INFO:2022-12-13 06:30:59,683: eval/cyc : 0.4455 +INFO:2022-12-13 06:30:59,684: eval/norm : 0.2237 +INFO:2022-12-13 06:30:59,685: eval/asr : 0.1527 +INFO:2022-12-13 06:30:59,686: eval/f0 : 0.1259 +INFO:2022-12-13 06:30:59,687: eval/adv_cls : 3.4629 +INFO:2022-12-13 06:37:54,728: --- epoch 104 --- +INFO:2022-12-13 06:37:54,729: train/real : 0.5876 +INFO:2022-12-13 06:37:54,731: train/fake : 0.5967 +INFO:2022-12-13 06:37:54,732: train/reg : 0.0066 +INFO:2022-12-13 06:37:54,733: train/real_adv_cls: 3.4493 +INFO:2022-12-13 06:37:54,734: train/con_reg : 0.0066 +INFO:2022-12-13 06:37:54,734: train/adv : 0.8945 +INFO:2022-12-13 06:37:54,735: train/sty : 0.0291 +INFO:2022-12-13 06:37:54,736: train/ds : 0.0556 +INFO:2022-12-13 06:37:54,737: train/cyc : 0.5951 +INFO:2022-12-13 06:37:54,738: train/norm : 0.2436 +INFO:2022-12-13 06:37:54,738: train/asr : 0.3154 +INFO:2022-12-13 06:37:54,739: train/f0 : 0.1084 +INFO:2022-12-13 06:37:54,740: train/adv_cls : 3.4413 +INFO:2022-12-13 06:37:54,741: eval/real : 0.5988 +INFO:2022-12-13 06:37:54,741: eval/fake : 0.6104 +INFO:2022-12-13 06:37:54,742: eval/reg : 0.0000 +INFO:2022-12-13 06:37:54,743: eval/real_adv_cls: 3.4653 +INFO:2022-12-13 06:37:54,744: eval/con_reg : 0.0000 +INFO:2022-12-13 06:37:54,744: eval/adv : 0.8359 +INFO:2022-12-13 06:37:54,745: eval/sty : 0.0295 +INFO:2022-12-13 06:37:54,746: eval/ds : 0.0540 +INFO:2022-12-13 06:37:54,747: eval/cyc : 0.4316 +INFO:2022-12-13 06:37:54,747: eval/norm : 0.2403 +INFO:2022-12-13 06:37:54,749: eval/asr : 0.1421 +INFO:2022-12-13 06:37:54,750: eval/f0 : 0.1267 +INFO:2022-12-13 06:37:54,751: eval/adv_cls : 3.4381 +INFO:2022-12-13 06:44:49,557: --- epoch 105 --- +INFO:2022-12-13 06:44:49,559: train/real : 0.5856 +INFO:2022-12-13 06:44:49,560: train/fake : 0.6105 +INFO:2022-12-13 06:44:49,561: train/reg : 0.0057 +INFO:2022-12-13 06:44:49,562: train/real_adv_cls: 3.4375 +INFO:2022-12-13 06:44:49,563: train/con_reg : 0.0058 +INFO:2022-12-13 06:44:49,563: train/adv : 0.8793 +INFO:2022-12-13 06:44:49,564: train/sty : 0.0287 +INFO:2022-12-13 06:44:49,565: train/ds : 0.0550 +INFO:2022-12-13 06:44:49,565: train/cyc : 0.5990 +INFO:2022-12-13 06:44:49,566: train/norm : 0.2382 +INFO:2022-12-13 06:44:49,567: train/asr : 0.3174 +INFO:2022-12-13 06:44:49,568: train/f0 : 0.1086 +INFO:2022-12-13 06:44:49,568: train/adv_cls : 3.4288 +INFO:2022-12-13 06:44:49,569: eval/real : 0.5520 +INFO:2022-12-13 06:44:49,570: eval/fake : 0.6413 +INFO:2022-12-13 06:44:49,570: eval/reg : 0.0000 +INFO:2022-12-13 06:44:49,571: eval/real_adv_cls: 3.5076 +INFO:2022-12-13 06:44:49,572: eval/con_reg : 0.0000 +INFO:2022-12-13 06:44:49,573: eval/adv : 0.7992 +INFO:2022-12-13 06:44:49,575: eval/sty : 0.0277 +INFO:2022-12-13 06:44:49,576: eval/ds : 0.0541 +INFO:2022-12-13 06:44:49,578: eval/cyc : 0.4296 +INFO:2022-12-13 06:44:49,579: eval/norm : 0.3478 +INFO:2022-12-13 06:44:49,581: eval/asr : 0.1401 +INFO:2022-12-13 06:44:49,582: eval/f0 : 0.1259 +INFO:2022-12-13 06:44:49,584: eval/adv_cls : 3.5098 +INFO:2022-12-13 06:51:44,444: --- epoch 106 --- +INFO:2022-12-13 06:51:44,446: train/real : 0.5820 +INFO:2022-12-13 06:51:44,447: train/fake : 0.6024 +INFO:2022-12-13 06:51:44,448: train/reg : 0.0066 +INFO:2022-12-13 06:51:44,449: train/real_adv_cls: 3.4260 +INFO:2022-12-13 06:51:44,450: train/con_reg : 0.0067 +INFO:2022-12-13 06:51:44,450: train/adv : 0.8910 +INFO:2022-12-13 06:51:44,451: train/sty : 0.0275 +INFO:2022-12-13 06:51:44,453: train/ds : 0.0506 +INFO:2022-12-13 06:51:44,453: train/cyc : 0.5962 +INFO:2022-12-13 06:51:44,454: train/norm : 0.2571 +INFO:2022-12-13 06:51:44,455: train/asr : 0.3150 +INFO:2022-12-13 06:51:44,456: train/f0 : 0.1112 +INFO:2022-12-13 06:51:44,456: train/adv_cls : 3.4703 +INFO:2022-12-13 06:51:44,457: eval/real : 0.6653 +INFO:2022-12-13 06:51:44,458: eval/fake : 0.5070 +INFO:2022-12-13 06:51:44,458: eval/reg : 0.0000 +INFO:2022-12-13 06:51:44,459: eval/real_adv_cls: 3.4293 +INFO:2022-12-13 06:51:44,459: eval/con_reg : 0.0000 +INFO:2022-12-13 06:51:44,460: eval/adv : 1.0114 +INFO:2022-12-13 06:51:44,461: eval/sty : 0.0271 +INFO:2022-12-13 06:51:44,461: eval/ds : 0.0521 +INFO:2022-12-13 06:51:44,462: eval/cyc : 0.4229 +INFO:2022-12-13 06:51:44,464: eval/norm : 0.3100 +INFO:2022-12-13 06:51:44,465: eval/asr : 0.1362 +INFO:2022-12-13 06:51:44,467: eval/f0 : 0.1245 +INFO:2022-12-13 06:51:44,468: eval/adv_cls : 3.4895 +INFO:2022-12-13 06:58:39,088: --- epoch 107 --- +INFO:2022-12-13 06:58:39,089: train/real : 0.5899 +INFO:2022-12-13 06:58:39,090: train/fake : 0.6030 +INFO:2022-12-13 06:58:39,091: train/reg : 0.0063 +INFO:2022-12-13 06:58:39,092: train/real_adv_cls: 3.4353 +INFO:2022-12-13 06:58:39,094: train/con_reg : 0.0073 +INFO:2022-12-13 06:58:39,095: train/adv : 0.8928 +INFO:2022-12-13 06:58:39,096: train/sty : 0.0280 +INFO:2022-12-13 06:58:39,097: train/ds : 0.0542 +INFO:2022-12-13 06:58:39,098: train/cyc : 0.5929 +INFO:2022-12-13 06:58:39,098: train/norm : 0.2376 +INFO:2022-12-13 06:58:39,099: train/asr : 0.3123 +INFO:2022-12-13 06:58:39,100: train/f0 : 0.1109 +INFO:2022-12-13 06:58:39,101: train/adv_cls : 3.4355 +INFO:2022-12-13 06:58:39,101: eval/real : 0.6406 +INFO:2022-12-13 06:58:39,102: eval/fake : 0.5560 +INFO:2022-12-13 06:58:39,103: eval/reg : 0.0000 +INFO:2022-12-13 06:58:39,103: eval/real_adv_cls: 3.4626 +INFO:2022-12-13 06:58:39,105: eval/con_reg : 0.0000 +INFO:2022-12-13 06:58:39,106: eval/adv : 0.9285 +INFO:2022-12-13 06:58:39,107: eval/sty : 0.0293 +INFO:2022-12-13 06:58:39,109: eval/ds : 0.0536 +INFO:2022-12-13 06:58:39,110: eval/cyc : 0.4315 +INFO:2022-12-13 06:58:39,111: eval/norm : 0.2569 +INFO:2022-12-13 06:58:39,113: eval/asr : 0.1556 +INFO:2022-12-13 06:58:39,114: eval/f0 : 0.1238 +INFO:2022-12-13 06:58:39,116: eval/adv_cls : 3.5050 +INFO:2022-12-13 07:05:33,938: --- epoch 108 --- +INFO:2022-12-13 07:05:33,939: train/real : 0.5853 +INFO:2022-12-13 07:05:33,940: train/fake : 0.5994 +INFO:2022-12-13 07:05:33,941: train/reg : 0.0065 +INFO:2022-12-13 07:05:33,942: train/real_adv_cls: 3.4304 +INFO:2022-12-13 07:05:33,943: train/con_reg : 0.0066 +INFO:2022-12-13 07:05:33,944: train/adv : 0.8940 +INFO:2022-12-13 07:05:33,945: train/sty : 0.0283 +INFO:2022-12-13 07:05:33,946: train/ds : 0.0552 +INFO:2022-12-13 07:05:33,946: train/cyc : 0.5959 +INFO:2022-12-13 07:05:33,947: train/norm : 0.2466 +INFO:2022-12-13 07:05:33,948: train/asr : 0.3147 +INFO:2022-12-13 07:05:33,949: train/f0 : 0.1083 +INFO:2022-12-13 07:05:33,949: train/adv_cls : 3.4453 +INFO:2022-12-13 07:05:33,950: eval/real : 0.5878 +INFO:2022-12-13 07:05:33,951: eval/fake : 0.6009 +INFO:2022-12-13 07:05:33,951: eval/reg : 0.0000 +INFO:2022-12-13 07:05:33,952: eval/real_adv_cls: 3.4407 +INFO:2022-12-13 07:05:33,953: eval/con_reg : 0.0000 +INFO:2022-12-13 07:05:33,954: eval/adv : 0.8651 +INFO:2022-12-13 07:05:33,954: eval/sty : 0.0274 +INFO:2022-12-13 07:05:33,955: eval/ds : 0.0546 +INFO:2022-12-13 07:05:33,956: eval/cyc : 0.4555 +INFO:2022-12-13 07:05:33,957: eval/norm : 0.2694 +INFO:2022-12-13 07:05:33,958: eval/asr : 0.1523 +INFO:2022-12-13 07:05:33,960: eval/f0 : 0.1228 +INFO:2022-12-13 07:05:33,961: eval/adv_cls : 3.4983 +INFO:2022-12-13 07:12:28,619: --- epoch 109 --- +INFO:2022-12-13 07:12:28,621: train/real : 0.5886 +INFO:2022-12-13 07:12:28,623: train/fake : 0.6031 +INFO:2022-12-13 07:12:28,624: train/reg : 0.0064 +INFO:2022-12-13 07:12:28,625: train/real_adv_cls: 3.4115 +INFO:2022-12-13 07:12:28,625: train/con_reg : 0.0068 +INFO:2022-12-13 07:12:28,626: train/adv : 0.8861 +INFO:2022-12-13 07:12:28,626: train/sty : 0.0272 +INFO:2022-12-13 07:12:28,627: train/ds : 0.0530 +INFO:2022-12-13 07:12:28,627: train/cyc : 0.5970 +INFO:2022-12-13 07:12:28,628: train/norm : 0.2469 +INFO:2022-12-13 07:12:28,629: train/asr : 0.3179 +INFO:2022-12-13 07:12:28,629: train/f0 : 0.1112 +INFO:2022-12-13 07:12:28,630: train/adv_cls : 3.3920 +INFO:2022-12-13 07:12:28,631: eval/real : 0.5622 +INFO:2022-12-13 07:12:28,631: eval/fake : 0.6256 +INFO:2022-12-13 07:12:28,632: eval/reg : 0.0000 +INFO:2022-12-13 07:12:28,632: eval/real_adv_cls: 3.4412 +INFO:2022-12-13 07:12:28,633: eval/con_reg : 0.0000 +INFO:2022-12-13 07:12:28,634: eval/adv : 0.8398 +INFO:2022-12-13 07:12:28,635: eval/sty : 0.0273 +INFO:2022-12-13 07:12:28,636: eval/ds : 0.0532 +INFO:2022-12-13 07:12:28,638: eval/cyc : 0.4391 +INFO:2022-12-13 07:12:28,639: eval/norm : 0.2950 +INFO:2022-12-13 07:12:28,640: eval/asr : 0.1464 +INFO:2022-12-13 07:12:28,641: eval/f0 : 0.1256 +INFO:2022-12-13 07:12:28,643: eval/adv_cls : 3.3963 +INFO:2022-12-13 07:19:23,373: --- epoch 110 --- +INFO:2022-12-13 07:19:23,375: train/real : 0.5827 +INFO:2022-12-13 07:19:23,377: train/fake : 0.5993 +INFO:2022-12-13 07:19:23,378: train/reg : 0.0068 +INFO:2022-12-13 07:19:23,378: train/real_adv_cls: 3.4155 +INFO:2022-12-13 07:19:23,379: train/con_reg : 0.0071 +INFO:2022-12-13 07:19:23,380: train/adv : 0.9004 +INFO:2022-12-13 07:19:23,381: train/sty : 0.0275 +INFO:2022-12-13 07:19:23,382: train/ds : 0.0520 +INFO:2022-12-13 07:19:23,383: train/cyc : 0.5944 +INFO:2022-12-13 07:19:23,384: train/norm : 0.2581 +INFO:2022-12-13 07:19:23,384: train/asr : 0.3151 +INFO:2022-12-13 07:19:23,385: train/f0 : 0.1106 +INFO:2022-12-13 07:19:23,386: train/adv_cls : 3.4076 +INFO:2022-12-13 07:19:23,387: eval/real : 0.6320 +INFO:2022-12-13 07:19:23,387: eval/fake : 0.5473 +INFO:2022-12-13 07:19:23,388: eval/reg : 0.0000 +INFO:2022-12-13 07:19:23,389: eval/real_adv_cls: 3.4308 +INFO:2022-12-13 07:19:23,390: eval/con_reg : 0.0000 +INFO:2022-12-13 07:19:23,391: eval/adv : 0.9448 +INFO:2022-12-13 07:19:23,392: eval/sty : 0.0272 +INFO:2022-12-13 07:19:23,392: eval/ds : 0.0536 +INFO:2022-12-13 07:19:23,394: eval/cyc : 0.4523 +INFO:2022-12-13 07:19:23,395: eval/norm : 0.3516 +INFO:2022-12-13 07:19:23,397: eval/asr : 0.1628 +INFO:2022-12-13 07:19:23,398: eval/f0 : 0.1223 +INFO:2022-12-13 07:19:23,400: eval/adv_cls : 3.4370 +INFO:2022-12-13 07:26:21,190: --- epoch 111 --- +INFO:2022-12-13 07:26:21,192: train/real : 0.5839 +INFO:2022-12-13 07:26:21,193: train/fake : 0.5997 +INFO:2022-12-13 07:26:21,194: train/reg : 0.0066 +INFO:2022-12-13 07:26:21,195: train/real_adv_cls: 3.4258 +INFO:2022-12-13 07:26:21,195: train/con_reg : 0.0075 +INFO:2022-12-13 07:26:21,196: train/adv : 0.8910 +INFO:2022-12-13 07:26:21,197: train/sty : 0.0275 +INFO:2022-12-13 07:26:21,197: train/ds : 0.0548 +INFO:2022-12-13 07:26:21,198: train/cyc : 0.6055 +INFO:2022-12-13 07:26:21,199: train/norm : 0.2557 +INFO:2022-12-13 07:26:21,200: train/asr : 0.3267 +INFO:2022-12-13 07:26:21,201: train/f0 : 0.1125 +INFO:2022-12-13 07:26:21,201: train/adv_cls : 3.4242 +INFO:2022-12-13 07:26:21,202: eval/real : 0.6344 +INFO:2022-12-13 07:26:21,203: eval/fake : 0.5716 +INFO:2022-12-13 07:26:21,204: eval/reg : 0.0000 +INFO:2022-12-13 07:26:21,204: eval/real_adv_cls: 3.4348 +INFO:2022-12-13 07:26:21,205: eval/con_reg : 0.0000 +INFO:2022-12-13 07:26:21,205: eval/adv : 0.9029 +INFO:2022-12-13 07:26:21,206: eval/sty : 0.0292 +INFO:2022-12-13 07:26:21,207: eval/ds : 0.0565 +INFO:2022-12-13 07:26:21,209: eval/cyc : 0.4566 +INFO:2022-12-13 07:26:21,210: eval/norm : 0.2924 +INFO:2022-12-13 07:26:21,211: eval/asr : 0.1507 +INFO:2022-12-13 07:26:21,212: eval/f0 : 0.1202 +INFO:2022-12-13 07:26:21,214: eval/adv_cls : 3.4422 +INFO:2022-12-13 07:33:16,159: --- epoch 112 --- +INFO:2022-12-13 07:33:16,161: train/real : 0.5853 +INFO:2022-12-13 07:33:16,162: train/fake : 0.5985 +INFO:2022-12-13 07:33:16,163: train/reg : 0.0074 +INFO:2022-12-13 07:33:16,164: train/real_adv_cls: 3.4232 +INFO:2022-12-13 07:33:16,165: train/con_reg : 0.0072 +INFO:2022-12-13 07:33:16,166: train/adv : 0.8903 +INFO:2022-12-13 07:33:16,166: train/sty : 0.0271 +INFO:2022-12-13 07:33:16,167: train/ds : 0.0524 +INFO:2022-12-13 07:33:16,168: train/cyc : 0.6012 +INFO:2022-12-13 07:33:16,169: train/norm : 0.2651 +INFO:2022-12-13 07:33:16,170: train/asr : 0.3210 +INFO:2022-12-13 07:33:16,170: train/f0 : 0.1141 +INFO:2022-12-13 07:33:16,171: train/adv_cls : 3.4318 +INFO:2022-12-13 07:33:16,172: eval/real : 0.5756 +INFO:2022-12-13 07:33:16,172: eval/fake : 0.6299 +INFO:2022-12-13 07:33:16,173: eval/reg : 0.0000 +INFO:2022-12-13 07:33:16,174: eval/real_adv_cls: 3.4428 +INFO:2022-12-13 07:33:16,175: eval/con_reg : 0.0000 +INFO:2022-12-13 07:33:16,175: eval/adv : 0.8303 +INFO:2022-12-13 07:33:16,176: eval/sty : 0.0266 +INFO:2022-12-13 07:33:16,177: eval/ds : 0.0544 +INFO:2022-12-13 07:33:16,178: eval/cyc : 0.4594 +INFO:2022-12-13 07:33:16,179: eval/norm : 0.3047 +INFO:2022-12-13 07:33:16,179: eval/asr : 0.1548 +INFO:2022-12-13 07:33:16,180: eval/f0 : 0.1221 +INFO:2022-12-13 07:33:16,182: eval/adv_cls : 3.4233 +INFO:2022-12-13 07:40:11,200: --- epoch 113 --- +INFO:2022-12-13 07:40:11,201: train/real : 0.5832 +INFO:2022-12-13 07:40:11,203: train/fake : 0.6049 +INFO:2022-12-13 07:40:11,204: train/reg : 0.0070 +INFO:2022-12-13 07:40:11,204: train/real_adv_cls: 3.4119 +INFO:2022-12-13 07:40:11,205: train/con_reg : 0.0074 +INFO:2022-12-13 07:40:11,206: train/adv : 0.8875 +INFO:2022-12-13 07:40:11,207: train/sty : 0.0264 +INFO:2022-12-13 07:40:11,207: train/ds : 0.0559 +INFO:2022-12-13 07:40:11,208: train/cyc : 0.5964 +INFO:2022-12-13 07:40:11,209: train/norm : 0.2484 +INFO:2022-12-13 07:40:11,210: train/asr : 0.3207 +INFO:2022-12-13 07:40:11,210: train/f0 : 0.1108 +INFO:2022-12-13 07:40:11,211: train/adv_cls : 3.4349 +INFO:2022-12-13 07:40:11,212: eval/real : 0.5538 +INFO:2022-12-13 07:40:11,213: eval/fake : 0.6349 +INFO:2022-12-13 07:40:11,213: eval/reg : 0.0000 +INFO:2022-12-13 07:40:11,214: eval/real_adv_cls: 3.4308 +INFO:2022-12-13 07:40:11,214: eval/con_reg : 0.0000 +INFO:2022-12-13 07:40:11,215: eval/adv : 0.8267 +INFO:2022-12-13 07:40:11,215: eval/sty : 0.0261 +INFO:2022-12-13 07:40:11,216: eval/ds : 0.0539 +INFO:2022-12-13 07:40:11,217: eval/cyc : 0.4178 +INFO:2022-12-13 07:40:11,218: eval/norm : 0.3365 +INFO:2022-12-13 07:40:11,219: eval/asr : 0.1404 +INFO:2022-12-13 07:40:11,221: eval/f0 : 0.1284 +INFO:2022-12-13 07:40:11,222: eval/adv_cls : 3.4120 +INFO:2022-12-13 07:47:06,237: --- epoch 114 --- +INFO:2022-12-13 07:47:06,239: train/real : 0.5950 +INFO:2022-12-13 07:47:06,240: train/fake : 0.6068 +INFO:2022-12-13 07:47:06,241: train/reg : 0.0064 +INFO:2022-12-13 07:47:06,242: train/real_adv_cls: 3.4198 +INFO:2022-12-13 07:47:06,243: train/con_reg : 0.0066 +INFO:2022-12-13 07:47:06,244: train/adv : 0.8850 +INFO:2022-12-13 07:47:06,245: train/sty : 0.0272 +INFO:2022-12-13 07:47:06,245: train/ds : 0.0542 +INFO:2022-12-13 07:47:06,246: train/cyc : 0.6039 +INFO:2022-12-13 07:47:06,247: train/norm : 0.2448 +INFO:2022-12-13 07:47:06,248: train/asr : 0.3261 +INFO:2022-12-13 07:47:06,249: train/f0 : 0.1107 +INFO:2022-12-13 07:47:06,250: train/adv_cls : 3.4039 +INFO:2022-12-13 07:47:06,250: eval/real : 0.6215 +INFO:2022-12-13 07:47:06,251: eval/fake : 0.6101 +INFO:2022-12-13 07:47:06,252: eval/reg : 0.0000 +INFO:2022-12-13 07:47:06,253: eval/real_adv_cls: 3.4124 +INFO:2022-12-13 07:47:06,253: eval/con_reg : 0.0000 +INFO:2022-12-13 07:47:06,254: eval/adv : 0.8583 +INFO:2022-12-13 07:47:06,255: eval/sty : 0.0277 +INFO:2022-12-13 07:47:06,256: eval/ds : 0.0574 +INFO:2022-12-13 07:47:06,258: eval/cyc : 0.4323 +INFO:2022-12-13 07:47:06,259: eval/norm : 0.2996 +INFO:2022-12-13 07:47:06,261: eval/asr : 0.1566 +INFO:2022-12-13 07:47:06,263: eval/f0 : 0.1247 +INFO:2022-12-13 07:47:06,264: eval/adv_cls : 3.3529 +INFO:2022-12-13 07:54:01,082: --- epoch 115 --- +INFO:2022-12-13 07:54:01,083: train/real : 0.5897 +INFO:2022-12-13 07:54:01,084: train/fake : 0.6098 +INFO:2022-12-13 07:54:01,085: train/reg : 0.0065 +INFO:2022-12-13 07:54:01,086: train/real_adv_cls: 3.4006 +INFO:2022-12-13 07:54:01,087: train/con_reg : 0.0066 +INFO:2022-12-13 07:54:01,088: train/adv : 0.8794 +INFO:2022-12-13 07:54:01,088: train/sty : 0.0279 +INFO:2022-12-13 07:54:01,089: train/ds : 0.0560 +INFO:2022-12-13 07:54:01,090: train/cyc : 0.5914 +INFO:2022-12-13 07:54:01,090: train/norm : 0.2655 +INFO:2022-12-13 07:54:01,091: train/asr : 0.3132 +INFO:2022-12-13 07:54:01,092: train/f0 : 0.1114 +INFO:2022-12-13 07:54:01,092: train/adv_cls : 3.4063 +INFO:2022-12-13 07:54:01,093: eval/real : 0.5411 +INFO:2022-12-13 07:54:01,094: eval/fake : 0.6819 +INFO:2022-12-13 07:54:01,094: eval/reg : 0.0000 +INFO:2022-12-13 07:54:01,095: eval/real_adv_cls: 3.3814 +INFO:2022-12-13 07:54:01,096: eval/con_reg : 0.0000 +INFO:2022-12-13 07:54:01,096: eval/adv : 0.7599 +INFO:2022-12-13 07:54:01,097: eval/sty : 0.0281 +INFO:2022-12-13 07:54:01,098: eval/ds : 0.0560 +INFO:2022-12-13 07:54:01,099: eval/cyc : 0.4505 +INFO:2022-12-13 07:54:01,101: eval/norm : 0.2223 +INFO:2022-12-13 07:54:01,103: eval/asr : 0.1561 +INFO:2022-12-13 07:54:01,104: eval/f0 : 0.1201 +INFO:2022-12-13 07:54:01,105: eval/adv_cls : 3.3772 +INFO:2022-12-13 08:00:55,933: --- epoch 116 --- +INFO:2022-12-13 08:00:55,934: train/real : 0.5879 +INFO:2022-12-13 08:00:55,935: train/fake : 0.6054 +INFO:2022-12-13 08:00:55,936: train/reg : 0.0065 +INFO:2022-12-13 08:00:55,937: train/real_adv_cls: 3.3985 +INFO:2022-12-13 08:00:55,937: train/con_reg : 0.0063 +INFO:2022-12-13 08:00:55,938: train/adv : 0.8894 +INFO:2022-12-13 08:00:55,939: train/sty : 0.0266 +INFO:2022-12-13 08:00:55,940: train/ds : 0.0576 +INFO:2022-12-13 08:00:55,941: train/cyc : 0.5921 +INFO:2022-12-13 08:00:55,941: train/norm : 0.2720 +INFO:2022-12-13 08:00:55,942: train/asr : 0.3172 +INFO:2022-12-13 08:00:55,943: train/f0 : 0.1061 +INFO:2022-12-13 08:00:55,944: train/adv_cls : 3.4488 +INFO:2022-12-13 08:00:55,945: eval/real : 0.5874 +INFO:2022-12-13 08:00:55,945: eval/fake : 0.6024 +INFO:2022-12-13 08:00:55,946: eval/reg : 0.0000 +INFO:2022-12-13 08:00:55,947: eval/real_adv_cls: 3.4230 +INFO:2022-12-13 08:00:55,947: eval/con_reg : 0.0000 +INFO:2022-12-13 08:00:55,948: eval/adv : 0.8508 +INFO:2022-12-13 08:00:55,949: eval/sty : 0.0285 +INFO:2022-12-13 08:00:55,950: eval/ds : 0.0621 +INFO:2022-12-13 08:00:55,951: eval/cyc : 0.4589 +INFO:2022-12-13 08:00:55,952: eval/norm : 0.2831 +INFO:2022-12-13 08:00:55,954: eval/asr : 0.1645 +INFO:2022-12-13 08:00:55,956: eval/f0 : 0.1202 +INFO:2022-12-13 08:00:55,957: eval/adv_cls : 3.3361 +INFO:2022-12-13 08:07:50,777: --- epoch 117 --- +INFO:2022-12-13 08:07:50,778: train/real : 0.5938 +INFO:2022-12-13 08:07:50,780: train/fake : 0.6024 +INFO:2022-12-13 08:07:50,781: train/reg : 0.0066 +INFO:2022-12-13 08:07:50,782: train/real_adv_cls: 3.3949 +INFO:2022-12-13 08:07:50,783: train/con_reg : 0.0064 +INFO:2022-12-13 08:07:50,784: train/adv : 0.8871 +INFO:2022-12-13 08:07:50,785: train/sty : 0.0269 +INFO:2022-12-13 08:07:50,785: train/ds : 0.0587 +INFO:2022-12-13 08:07:50,786: train/cyc : 0.5904 +INFO:2022-12-13 08:07:50,787: train/norm : 0.2568 +INFO:2022-12-13 08:07:50,788: train/asr : 0.3128 +INFO:2022-12-13 08:07:50,788: train/f0 : 0.1090 +INFO:2022-12-13 08:07:50,789: train/adv_cls : 3.4006 +INFO:2022-12-13 08:07:50,790: eval/real : 0.5850 +INFO:2022-12-13 08:07:50,790: eval/fake : 0.5797 +INFO:2022-12-13 08:07:50,791: eval/reg : 0.0000 +INFO:2022-12-13 08:07:50,792: eval/real_adv_cls: 3.4024 +INFO:2022-12-13 08:07:50,793: eval/con_reg : 0.0000 +INFO:2022-12-13 08:07:50,793: eval/adv : 0.8900 +INFO:2022-12-13 08:07:50,794: eval/sty : 0.0281 +INFO:2022-12-13 08:07:50,795: eval/ds : 0.0573 +INFO:2022-12-13 08:07:50,796: eval/cyc : 0.4399 +INFO:2022-12-13 08:07:50,798: eval/norm : 0.2578 +INFO:2022-12-13 08:07:50,799: eval/asr : 0.1493 +INFO:2022-12-13 08:07:50,801: eval/f0 : 0.1242 +INFO:2022-12-13 08:07:50,802: eval/adv_cls : 3.4272 +INFO:2022-12-13 08:14:45,753: --- epoch 118 --- +INFO:2022-12-13 08:14:45,755: train/real : 0.5896 +INFO:2022-12-13 08:14:45,756: train/fake : 0.6137 +INFO:2022-12-13 08:14:45,757: train/reg : 0.0066 +INFO:2022-12-13 08:14:45,758: train/real_adv_cls: 3.3716 +INFO:2022-12-13 08:14:45,759: train/con_reg : 0.0071 +INFO:2022-12-13 08:14:45,760: train/adv : 0.8725 +INFO:2022-12-13 08:14:45,761: train/sty : 0.0268 +INFO:2022-12-13 08:14:45,762: train/ds : 0.0554 +INFO:2022-12-13 08:14:45,762: train/cyc : 0.5996 +INFO:2022-12-13 08:14:45,763: train/norm : 0.2598 +INFO:2022-12-13 08:14:45,764: train/asr : 0.3210 +INFO:2022-12-13 08:14:45,764: train/f0 : 0.1078 +INFO:2022-12-13 08:14:45,765: train/adv_cls : 3.3885 +INFO:2022-12-13 08:14:45,766: eval/real : 0.6201 +INFO:2022-12-13 08:14:45,767: eval/fake : 0.5816 +INFO:2022-12-13 08:14:45,768: eval/reg : 0.0000 +INFO:2022-12-13 08:14:45,769: eval/real_adv_cls: 3.4034 +INFO:2022-12-13 08:14:45,769: eval/con_reg : 0.0000 +INFO:2022-12-13 08:14:45,770: eval/adv : 0.8845 +INFO:2022-12-13 08:14:45,771: eval/sty : 0.0257 +INFO:2022-12-13 08:14:45,772: eval/ds : 0.0568 +INFO:2022-12-13 08:14:45,773: eval/cyc : 0.4307 +INFO:2022-12-13 08:14:45,774: eval/norm : 0.3139 +INFO:2022-12-13 08:14:45,776: eval/asr : 0.1453 +INFO:2022-12-13 08:14:45,777: eval/f0 : 0.1181 +INFO:2022-12-13 08:14:45,779: eval/adv_cls : 3.3954 +INFO:2022-12-13 08:21:40,456: --- epoch 119 --- +INFO:2022-12-13 08:21:40,457: train/real : 0.5922 +INFO:2022-12-13 08:21:40,458: train/fake : 0.6010 +INFO:2022-12-13 08:21:40,459: train/reg : 0.0066 +INFO:2022-12-13 08:21:40,460: train/real_adv_cls: 3.3600 +INFO:2022-12-13 08:21:40,461: train/con_reg : 0.0067 +INFO:2022-12-13 08:21:40,462: train/adv : 0.8838 +INFO:2022-12-13 08:21:40,463: train/sty : 0.0264 +INFO:2022-12-13 08:21:40,464: train/ds : 0.0541 +INFO:2022-12-13 08:21:40,465: train/cyc : 0.5920 +INFO:2022-12-13 08:21:40,465: train/norm : 0.2521 +INFO:2022-12-13 08:21:40,466: train/asr : 0.3171 +INFO:2022-12-13 08:21:40,467: train/f0 : 0.1119 +INFO:2022-12-13 08:21:40,468: train/adv_cls : 3.4037 +INFO:2022-12-13 08:21:40,468: eval/real : 0.6080 +INFO:2022-12-13 08:21:40,469: eval/fake : 0.5856 +INFO:2022-12-13 08:21:40,470: eval/reg : 0.0000 +INFO:2022-12-13 08:21:40,470: eval/real_adv_cls: 3.3571 +INFO:2022-12-13 08:21:40,471: eval/con_reg : 0.0000 +INFO:2022-12-13 08:21:40,472: eval/adv : 0.8763 +INFO:2022-12-13 08:21:40,473: eval/sty : 0.0266 +INFO:2022-12-13 08:21:40,474: eval/ds : 0.0591 +INFO:2022-12-13 08:21:40,475: eval/cyc : 0.4052 +INFO:2022-12-13 08:21:40,476: eval/norm : 0.2492 +INFO:2022-12-13 08:21:40,477: eval/asr : 0.1332 +INFO:2022-12-13 08:21:40,479: eval/f0 : 0.1151 +INFO:2022-12-13 08:21:40,480: eval/adv_cls : 3.3974 +INFO:2022-12-13 08:28:35,559: --- epoch 120 --- +INFO:2022-12-13 08:28:35,561: train/real : 0.5906 +INFO:2022-12-13 08:28:35,562: train/fake : 0.6017 +INFO:2022-12-13 08:28:35,563: train/reg : 0.0073 +INFO:2022-12-13 08:28:35,564: train/real_adv_cls: 3.3648 +INFO:2022-12-13 08:28:35,564: train/con_reg : 0.0065 +INFO:2022-12-13 08:28:35,565: train/adv : 0.8879 +INFO:2022-12-13 08:28:35,566: train/sty : 0.0268 +INFO:2022-12-13 08:28:35,567: train/ds : 0.0566 +INFO:2022-12-13 08:28:35,567: train/cyc : 0.5868 +INFO:2022-12-13 08:28:35,568: train/norm : 0.2673 +INFO:2022-12-13 08:28:35,569: train/asr : 0.3154 +INFO:2022-12-13 08:28:35,570: train/f0 : 0.1056 +INFO:2022-12-13 08:28:35,570: train/adv_cls : 3.3992 +INFO:2022-12-13 08:28:35,571: eval/real : 0.5388 +INFO:2022-12-13 08:28:35,572: eval/fake : 0.6588 +INFO:2022-12-13 08:28:35,572: eval/reg : 0.0000 +INFO:2022-12-13 08:28:35,573: eval/real_adv_cls: 3.3730 +INFO:2022-12-13 08:28:35,574: eval/con_reg : 0.0000 +INFO:2022-12-13 08:28:35,574: eval/adv : 0.7886 +INFO:2022-12-13 08:28:35,575: eval/sty : 0.0256 +INFO:2022-12-13 08:28:35,576: eval/ds : 0.0545 +INFO:2022-12-13 08:28:35,577: eval/cyc : 0.4307 +INFO:2022-12-13 08:28:35,579: eval/norm : 0.2937 +INFO:2022-12-13 08:28:35,580: eval/asr : 0.1417 +INFO:2022-12-13 08:28:35,582: eval/f0 : 0.1188 +INFO:2022-12-13 08:28:35,583: eval/adv_cls : 3.3448 +INFO:2022-12-13 08:35:33,786: --- epoch 121 --- +INFO:2022-12-13 08:35:33,787: train/real : 0.5845 +INFO:2022-12-13 08:35:33,789: train/fake : 0.5981 +INFO:2022-12-13 08:35:33,790: train/reg : 0.0071 +INFO:2022-12-13 08:35:33,791: train/real_adv_cls: 3.3531 +INFO:2022-12-13 08:35:33,792: train/con_reg : 0.0069 +INFO:2022-12-13 08:35:33,792: train/adv : 0.8962 +INFO:2022-12-13 08:35:33,793: train/sty : 0.0269 +INFO:2022-12-13 08:35:33,794: train/ds : 0.0546 +INFO:2022-12-13 08:35:33,795: train/cyc : 0.5890 +INFO:2022-12-13 08:35:33,796: train/norm : 0.2615 +INFO:2022-12-13 08:35:33,797: train/asr : 0.3134 +INFO:2022-12-13 08:35:33,798: train/f0 : 0.1040 +INFO:2022-12-13 08:35:33,799: train/adv_cls : 3.3985 +INFO:2022-12-13 08:35:33,800: eval/real : 0.7122 +INFO:2022-12-13 08:35:33,801: eval/fake : 0.4904 +INFO:2022-12-13 08:35:33,802: eval/reg : 0.0000 +INFO:2022-12-13 08:35:33,803: eval/real_adv_cls: 3.3522 +INFO:2022-12-13 08:35:33,804: eval/con_reg : 0.0000 +INFO:2022-12-13 08:35:33,804: eval/adv : 1.0710 +INFO:2022-12-13 08:35:33,805: eval/sty : 0.0274 +INFO:2022-12-13 08:35:33,806: eval/ds : 0.0548 +INFO:2022-12-13 08:35:33,806: eval/cyc : 0.4205 +INFO:2022-12-13 08:35:33,807: eval/norm : 0.3051 +INFO:2022-12-13 08:35:33,808: eval/asr : 0.1437 +INFO:2022-12-13 08:35:33,809: eval/f0 : 0.1193 +INFO:2022-12-13 08:35:33,811: eval/adv_cls : 3.4364 +INFO:2022-12-13 08:42:28,598: --- epoch 122 --- +INFO:2022-12-13 08:42:28,600: train/real : 0.5887 +INFO:2022-12-13 08:42:28,602: train/fake : 0.6029 +INFO:2022-12-13 08:42:28,603: train/reg : 0.0073 +INFO:2022-12-13 08:42:28,604: train/real_adv_cls: 3.3605 +INFO:2022-12-13 08:42:28,605: train/con_reg : 0.0069 +INFO:2022-12-13 08:42:28,605: train/adv : 0.8853 +INFO:2022-12-13 08:42:28,606: train/sty : 0.0272 +INFO:2022-12-13 08:42:28,607: train/ds : 0.0561 +INFO:2022-12-13 08:42:28,608: train/cyc : 0.5921 +INFO:2022-12-13 08:42:28,608: train/norm : 0.2753 +INFO:2022-12-13 08:42:28,609: train/asr : 0.3142 +INFO:2022-12-13 08:42:28,610: train/f0 : 0.1061 +INFO:2022-12-13 08:42:28,611: train/adv_cls : 3.4130 +INFO:2022-12-13 08:42:28,612: eval/real : 0.6292 +INFO:2022-12-13 08:42:28,613: eval/fake : 0.5591 +INFO:2022-12-13 08:42:28,614: eval/reg : 0.0000 +INFO:2022-12-13 08:42:28,615: eval/real_adv_cls: 3.3726 +INFO:2022-12-13 08:42:28,615: eval/con_reg : 0.0000 +INFO:2022-12-13 08:42:28,616: eval/adv : 0.9279 +INFO:2022-12-13 08:42:28,617: eval/sty : 0.0272 +INFO:2022-12-13 08:42:28,618: eval/ds : 0.0566 +INFO:2022-12-13 08:42:28,619: eval/cyc : 0.4347 +INFO:2022-12-13 08:42:28,621: eval/norm : 0.3177 +INFO:2022-12-13 08:42:28,622: eval/asr : 0.1544 +INFO:2022-12-13 08:42:28,623: eval/f0 : 0.1187 +INFO:2022-12-13 08:42:28,625: eval/adv_cls : 3.3380 +INFO:2022-12-13 08:49:23,417: --- epoch 123 --- +INFO:2022-12-13 08:49:23,418: train/real : 0.5854 +INFO:2022-12-13 08:49:23,421: train/fake : 0.5983 +INFO:2022-12-13 08:49:23,422: train/reg : 0.0078 +INFO:2022-12-13 08:49:23,423: train/real_adv_cls: 3.3663 +INFO:2022-12-13 08:49:23,424: train/con_reg : 0.0071 +INFO:2022-12-13 08:49:23,425: train/adv : 0.8970 +INFO:2022-12-13 08:49:23,426: train/sty : 0.0279 +INFO:2022-12-13 08:49:23,426: train/ds : 0.0592 +INFO:2022-12-13 08:49:23,427: train/cyc : 0.5948 +INFO:2022-12-13 08:49:23,428: train/norm : 0.2760 +INFO:2022-12-13 08:49:23,429: train/asr : 0.3178 +INFO:2022-12-13 08:49:23,430: train/f0 : 0.1114 +INFO:2022-12-13 08:49:23,430: train/adv_cls : 3.3871 +INFO:2022-12-13 08:49:23,431: eval/real : 0.6244 +INFO:2022-12-13 08:49:23,432: eval/fake : 0.5623 +INFO:2022-12-13 08:49:23,432: eval/reg : 0.0000 +INFO:2022-12-13 08:49:23,433: eval/real_adv_cls: 3.3611 +INFO:2022-12-13 08:49:23,434: eval/con_reg : 0.0000 +INFO:2022-12-13 08:49:23,435: eval/adv : 0.9104 +INFO:2022-12-13 08:49:23,435: eval/sty : 0.0280 +INFO:2022-12-13 08:49:23,436: eval/ds : 0.0575 +INFO:2022-12-13 08:49:23,437: eval/cyc : 0.4154 +INFO:2022-12-13 08:49:23,438: eval/norm : 0.3159 +INFO:2022-12-13 08:49:23,439: eval/asr : 0.1438 +INFO:2022-12-13 08:49:23,441: eval/f0 : 0.1224 +INFO:2022-12-13 08:49:23,443: eval/adv_cls : 3.3827 +INFO:2022-12-13 08:56:18,195: --- epoch 124 --- +INFO:2022-12-13 08:56:18,196: train/real : 0.5855 +INFO:2022-12-13 08:56:18,198: train/fake : 0.6020 +INFO:2022-12-13 08:56:18,199: train/reg : 0.0081 +INFO:2022-12-13 08:56:18,200: train/real_adv_cls: 3.3417 +INFO:2022-12-13 08:56:18,201: train/con_reg : 0.0076 +INFO:2022-12-13 08:56:18,202: train/adv : 0.8927 +INFO:2022-12-13 08:56:18,203: train/sty : 0.0277 +INFO:2022-12-13 08:56:18,204: train/ds : 0.0555 +INFO:2022-12-13 08:56:18,205: train/cyc : 0.5930 +INFO:2022-12-13 08:56:18,205: train/norm : 0.2596 +INFO:2022-12-13 08:56:18,206: train/asr : 0.3173 +INFO:2022-12-13 08:56:18,207: train/f0 : 0.1093 +INFO:2022-12-13 08:56:18,208: train/adv_cls : 3.3457 +INFO:2022-12-13 08:56:18,208: eval/real : 0.7246 +INFO:2022-12-13 08:56:18,209: eval/fake : 0.5163 +INFO:2022-12-13 08:56:18,210: eval/reg : 0.0000 +INFO:2022-12-13 08:56:18,211: eval/real_adv_cls: 3.3796 +INFO:2022-12-13 08:56:18,211: eval/con_reg : 0.0000 +INFO:2022-12-13 08:56:18,212: eval/adv : 1.0055 +INFO:2022-12-13 08:56:18,213: eval/sty : 0.0260 +INFO:2022-12-13 08:56:18,214: eval/ds : 0.0597 +INFO:2022-12-13 08:56:18,215: eval/cyc : 0.4411 +INFO:2022-12-13 08:56:18,217: eval/norm : 0.3291 +INFO:2022-12-13 08:56:18,218: eval/asr : 0.1516 +INFO:2022-12-13 08:56:18,219: eval/f0 : 0.1255 +INFO:2022-12-13 08:56:18,220: eval/adv_cls : 3.3161 +INFO:2022-12-13 09:03:13,098: --- epoch 125 --- +INFO:2022-12-13 09:03:13,099: train/real : 0.5876 +INFO:2022-12-13 09:03:13,101: train/fake : 0.6013 +INFO:2022-12-13 09:03:13,102: train/reg : 0.0072 +INFO:2022-12-13 09:03:13,103: train/real_adv_cls: 3.3658 +INFO:2022-12-13 09:03:13,104: train/con_reg : 0.0074 +INFO:2022-12-13 09:03:13,105: train/adv : 0.8884 +INFO:2022-12-13 09:03:13,106: train/sty : 0.0270 +INFO:2022-12-13 09:03:13,107: train/ds : 0.0583 +INFO:2022-12-13 09:03:13,107: train/cyc : 0.5914 +INFO:2022-12-13 09:03:13,109: train/norm : 0.2678 +INFO:2022-12-13 09:03:13,110: train/asr : 0.3162 +INFO:2022-12-13 09:03:13,110: train/f0 : 0.1070 +INFO:2022-12-13 09:03:13,111: train/adv_cls : 3.3927 +INFO:2022-12-13 09:03:13,112: eval/real : 0.5208 +INFO:2022-12-13 09:03:13,113: eval/fake : 0.6835 +INFO:2022-12-13 09:03:13,114: eval/reg : 0.0000 +INFO:2022-12-13 09:03:13,115: eval/real_adv_cls: 3.3896 +INFO:2022-12-13 09:03:13,115: eval/con_reg : 0.0000 +INFO:2022-12-13 09:03:13,116: eval/adv : 0.7702 +INFO:2022-12-13 09:03:13,117: eval/sty : 0.0275 +INFO:2022-12-13 09:03:13,118: eval/ds : 0.0603 +INFO:2022-12-13 09:03:13,118: eval/cyc : 0.4398 +INFO:2022-12-13 09:03:13,119: eval/norm : 0.3242 +INFO:2022-12-13 09:03:13,120: eval/asr : 0.1533 +INFO:2022-12-13 09:03:13,121: eval/f0 : 0.1206 +INFO:2022-12-13 09:03:13,122: eval/adv_cls : 3.4910 +INFO:2022-12-13 09:10:07,877: --- epoch 126 --- +INFO:2022-12-13 09:10:07,878: train/real : 0.5833 +INFO:2022-12-13 09:10:07,880: train/fake : 0.6015 +INFO:2022-12-13 09:10:07,881: train/reg : 0.0078 +INFO:2022-12-13 09:10:07,882: train/real_adv_cls: 3.3361 +INFO:2022-12-13 09:10:07,883: train/con_reg : 0.0076 +INFO:2022-12-13 09:10:07,884: train/adv : 0.8907 +INFO:2022-12-13 09:10:07,885: train/sty : 0.0276 +INFO:2022-12-13 09:10:07,886: train/ds : 0.0577 +INFO:2022-12-13 09:10:07,887: train/cyc : 0.5985 +INFO:2022-12-13 09:10:07,888: train/norm : 0.2790 +INFO:2022-12-13 09:10:07,889: train/asr : 0.3195 +INFO:2022-12-13 09:10:07,890: train/f0 : 0.1080 +INFO:2022-12-13 09:10:07,890: train/adv_cls : 3.3837 +INFO:2022-12-13 09:10:07,891: eval/real : 0.6073 +INFO:2022-12-13 09:10:07,892: eval/fake : 0.5600 +INFO:2022-12-13 09:10:07,893: eval/reg : 0.0000 +INFO:2022-12-13 09:10:07,893: eval/real_adv_cls: 3.3718 +INFO:2022-12-13 09:10:07,894: eval/con_reg : 0.0000 +INFO:2022-12-13 09:10:07,895: eval/adv : 0.9247 +INFO:2022-12-13 09:10:07,896: eval/sty : 0.0276 +INFO:2022-12-13 09:10:07,897: eval/ds : 0.0564 +INFO:2022-12-13 09:10:07,898: eval/cyc : 0.4322 +INFO:2022-12-13 09:10:07,899: eval/norm : 0.3055 +INFO:2022-12-13 09:10:07,900: eval/asr : 0.1506 +INFO:2022-12-13 09:10:07,901: eval/f0 : 0.1186 +INFO:2022-12-13 09:10:07,902: eval/adv_cls : 3.4971 +INFO:2022-12-13 09:17:02,743: --- epoch 127 --- +INFO:2022-12-13 09:17:02,744: train/real : 0.5931 +INFO:2022-12-13 09:17:02,746: train/fake : 0.6040 +INFO:2022-12-13 09:17:02,747: train/reg : 0.0076 +INFO:2022-12-13 09:17:02,748: train/real_adv_cls: 3.3310 +INFO:2022-12-13 09:17:02,749: train/con_reg : 0.0072 +INFO:2022-12-13 09:17:02,751: train/adv : 0.8841 +INFO:2022-12-13 09:17:02,752: train/sty : 0.0276 +INFO:2022-12-13 09:17:02,752: train/ds : 0.0579 +INFO:2022-12-13 09:17:02,753: train/cyc : 0.5941 +INFO:2022-12-13 09:17:02,754: train/norm : 0.2549 +INFO:2022-12-13 09:17:02,755: train/asr : 0.3210 +INFO:2022-12-13 09:17:02,756: train/f0 : 0.1071 +INFO:2022-12-13 09:17:02,757: train/adv_cls : 3.3305 +INFO:2022-12-13 09:17:02,758: eval/real : 0.5519 +INFO:2022-12-13 09:17:02,758: eval/fake : 0.6473 +INFO:2022-12-13 09:17:02,759: eval/reg : 0.0000 +INFO:2022-12-13 09:17:02,760: eval/real_adv_cls: 3.3249 +INFO:2022-12-13 09:17:02,761: eval/con_reg : 0.0000 +INFO:2022-12-13 09:17:02,761: eval/adv : 0.7965 +INFO:2022-12-13 09:17:02,762: eval/sty : 0.0260 +INFO:2022-12-13 09:17:02,763: eval/ds : 0.0568 +INFO:2022-12-13 09:17:02,764: eval/cyc : 0.4429 +INFO:2022-12-13 09:17:02,765: eval/norm : 0.2920 +INFO:2022-12-13 09:17:02,767: eval/asr : 0.1524 +INFO:2022-12-13 09:17:02,768: eval/f0 : 0.1202 +INFO:2022-12-13 09:17:02,770: eval/adv_cls : 3.3007 +INFO:2022-12-13 09:23:57,566: --- epoch 128 --- +INFO:2022-12-13 09:23:57,567: train/real : 0.5760 +INFO:2022-12-13 09:23:57,569: train/fake : 0.5990 +INFO:2022-12-13 09:23:57,571: train/reg : 0.0077 +INFO:2022-12-13 09:23:57,572: train/real_adv_cls: 3.3333 +INFO:2022-12-13 09:23:57,573: train/con_reg : 0.0084 +INFO:2022-12-13 09:23:57,574: train/adv : 0.8985 +INFO:2022-12-13 09:23:57,575: train/sty : 0.0276 +INFO:2022-12-13 09:23:57,576: train/ds : 0.0568 +INFO:2022-12-13 09:23:57,577: train/cyc : 0.5867 +INFO:2022-12-13 09:23:57,578: train/norm : 0.2705 +INFO:2022-12-13 09:23:57,579: train/asr : 0.3115 +INFO:2022-12-13 09:23:57,580: train/f0 : 0.1102 +INFO:2022-12-13 09:23:57,581: train/adv_cls : 3.3681 +INFO:2022-12-13 09:23:57,582: eval/real : 0.7038 +INFO:2022-12-13 09:23:57,583: eval/fake : 0.5143 +INFO:2022-12-13 09:23:57,583: eval/reg : 0.0000 +INFO:2022-12-13 09:23:57,584: eval/real_adv_cls: 3.3392 +INFO:2022-12-13 09:23:57,585: eval/con_reg : 0.0000 +INFO:2022-12-13 09:23:57,586: eval/adv : 0.9927 +INFO:2022-12-13 09:23:57,587: eval/sty : 0.0274 +INFO:2022-12-13 09:23:57,588: eval/ds : 0.0575 +INFO:2022-12-13 09:23:57,589: eval/cyc : 0.4376 +INFO:2022-12-13 09:23:57,589: eval/norm : 0.2399 +INFO:2022-12-13 09:23:57,590: eval/asr : 0.1484 +INFO:2022-12-13 09:23:57,592: eval/f0 : 0.1216 +INFO:2022-12-13 09:23:57,593: eval/adv_cls : 3.3346 +INFO:2022-12-13 09:30:52,530: --- epoch 129 --- +INFO:2022-12-13 09:30:52,531: train/real : 0.5876 +INFO:2022-12-13 09:30:52,532: train/fake : 0.5939 +INFO:2022-12-13 09:30:52,534: train/reg : 0.0080 +INFO:2022-12-13 09:30:52,535: train/real_adv_cls: 3.3334 +INFO:2022-12-13 09:30:52,536: train/con_reg : 0.0072 +INFO:2022-12-13 09:30:52,537: train/adv : 0.8956 +INFO:2022-12-13 09:30:52,537: train/sty : 0.0270 +INFO:2022-12-13 09:30:52,538: train/ds : 0.0598 +INFO:2022-12-13 09:30:52,539: train/cyc : 0.5895 +INFO:2022-12-13 09:30:52,541: train/norm : 0.2738 +INFO:2022-12-13 09:30:52,542: train/asr : 0.3177 +INFO:2022-12-13 09:30:52,543: train/f0 : 0.1061 +INFO:2022-12-13 09:30:52,544: train/adv_cls : 3.3330 +INFO:2022-12-13 09:30:52,545: eval/real : 0.6494 +INFO:2022-12-13 09:30:52,546: eval/fake : 0.5147 +INFO:2022-12-13 09:30:52,547: eval/reg : 0.0000 +INFO:2022-12-13 09:30:52,548: eval/real_adv_cls: 3.3469 +INFO:2022-12-13 09:30:52,549: eval/con_reg : 0.0000 +INFO:2022-12-13 09:30:52,550: eval/adv : 0.9827 +INFO:2022-12-13 09:30:52,550: eval/sty : 0.0272 +INFO:2022-12-13 09:30:52,552: eval/ds : 0.0574 +INFO:2022-12-13 09:30:52,553: eval/cyc : 0.4307 +INFO:2022-12-13 09:30:52,554: eval/norm : 0.2498 +INFO:2022-12-13 09:30:52,555: eval/asr : 0.1548 +INFO:2022-12-13 09:30:52,555: eval/f0 : 0.1122 +INFO:2022-12-13 09:30:52,556: eval/adv_cls : 3.3099 +INFO:2022-12-13 09:37:47,238: --- epoch 130 --- +INFO:2022-12-13 09:37:47,239: train/real : 0.5825 +INFO:2022-12-13 09:37:47,240: train/fake : 0.6016 +INFO:2022-12-13 09:37:47,241: train/reg : 0.0084 +INFO:2022-12-13 09:37:47,242: train/real_adv_cls: 3.3436 +INFO:2022-12-13 09:37:47,242: train/con_reg : 0.0075 +INFO:2022-12-13 09:37:47,243: train/adv : 0.8959 +INFO:2022-12-13 09:37:47,244: train/sty : 0.0279 +INFO:2022-12-13 09:37:47,244: train/ds : 0.0562 +INFO:2022-12-13 09:37:47,245: train/cyc : 0.5946 +INFO:2022-12-13 09:37:47,246: train/norm : 0.2813 +INFO:2022-12-13 09:37:47,247: train/asr : 0.3181 +INFO:2022-12-13 09:37:47,247: train/f0 : 0.1095 +INFO:2022-12-13 09:37:47,248: train/adv_cls : 3.3846 +INFO:2022-12-13 09:37:47,249: eval/real : 0.5658 +INFO:2022-12-13 09:37:47,249: eval/fake : 0.6221 +INFO:2022-12-13 09:37:47,250: eval/reg : 0.0000 +INFO:2022-12-13 09:37:47,251: eval/real_adv_cls: 3.3403 +INFO:2022-12-13 09:37:47,251: eval/con_reg : 0.0000 +INFO:2022-12-13 09:37:47,252: eval/adv : 0.8333 +INFO:2022-12-13 09:37:47,253: eval/sty : 0.0276 +INFO:2022-12-13 09:37:47,253: eval/ds : 0.0550 +INFO:2022-12-13 09:37:47,255: eval/cyc : 0.4362 +INFO:2022-12-13 09:37:47,256: eval/norm : 0.2914 +INFO:2022-12-13 09:37:47,258: eval/asr : 0.1433 +INFO:2022-12-13 09:37:47,259: eval/f0 : 0.1289 +INFO:2022-12-13 09:37:47,260: eval/adv_cls : 3.3512 +INFO:2022-12-13 09:44:44,653: --- epoch 131 --- +INFO:2022-12-13 09:44:44,654: train/real : 0.5822 +INFO:2022-12-13 09:44:44,656: train/fake : 0.5923 +INFO:2022-12-13 09:44:44,656: train/reg : 0.0085 +INFO:2022-12-13 09:44:44,657: train/real_adv_cls: 3.3185 +INFO:2022-12-13 09:44:44,658: train/con_reg : 0.0070 +INFO:2022-12-13 09:44:44,659: train/adv : 0.9049 +INFO:2022-12-13 09:44:44,660: train/sty : 0.0272 +INFO:2022-12-13 09:44:44,660: train/ds : 0.0587 +INFO:2022-12-13 09:44:44,661: train/cyc : 0.5951 +INFO:2022-12-13 09:44:44,662: train/norm : 0.2792 +INFO:2022-12-13 09:44:44,662: train/asr : 0.3218 +INFO:2022-12-13 09:44:44,663: train/f0 : 0.1069 +INFO:2022-12-13 09:44:44,664: train/adv_cls : 3.3639 +INFO:2022-12-13 09:44:44,664: eval/real : 0.5718 +INFO:2022-12-13 09:44:44,665: eval/fake : 0.6087 +INFO:2022-12-13 09:44:44,666: eval/reg : 0.0000 +INFO:2022-12-13 09:44:44,667: eval/real_adv_cls: 3.3494 +INFO:2022-12-13 09:44:44,667: eval/con_reg : 0.0000 +INFO:2022-12-13 09:44:44,668: eval/adv : 0.8505 +INFO:2022-12-13 09:44:44,669: eval/sty : 0.0258 +INFO:2022-12-13 09:44:44,669: eval/ds : 0.0561 +INFO:2022-12-13 09:44:44,670: eval/cyc : 0.4211 +INFO:2022-12-13 09:44:44,671: eval/norm : 0.3170 +INFO:2022-12-13 09:44:44,672: eval/asr : 0.1443 +INFO:2022-12-13 09:44:44,673: eval/f0 : 0.1175 +INFO:2022-12-13 09:44:44,674: eval/adv_cls : 3.3592 +INFO:2022-12-13 09:51:39,382: --- epoch 132 --- +INFO:2022-12-13 09:51:39,383: train/real : 0.5870 +INFO:2022-12-13 09:51:39,385: train/fake : 0.6039 +INFO:2022-12-13 09:51:39,385: train/reg : 0.0081 +INFO:2022-12-13 09:51:39,386: train/real_adv_cls: 3.3367 +INFO:2022-12-13 09:51:39,387: train/con_reg : 0.0075 +INFO:2022-12-13 09:51:39,388: train/adv : 0.8862 +INFO:2022-12-13 09:51:39,388: train/sty : 0.0266 +INFO:2022-12-13 09:51:39,389: train/ds : 0.0574 +INFO:2022-12-13 09:51:39,390: train/cyc : 0.5866 +INFO:2022-12-13 09:51:39,390: train/norm : 0.2657 +INFO:2022-12-13 09:51:39,391: train/asr : 0.3119 +INFO:2022-12-13 09:51:39,392: train/f0 : 0.1077 +INFO:2022-12-13 09:51:39,393: train/adv_cls : 3.3528 +INFO:2022-12-13 09:51:39,393: eval/real : 0.7099 +INFO:2022-12-13 09:51:39,394: eval/fake : 0.5210 +INFO:2022-12-13 09:51:39,394: eval/reg : 0.0000 +INFO:2022-12-13 09:51:39,395: eval/real_adv_cls: 3.3264 +INFO:2022-12-13 09:51:39,396: eval/con_reg : 0.0000 +INFO:2022-12-13 09:51:39,397: eval/adv : 1.0029 +INFO:2022-12-13 09:51:39,397: eval/sty : 0.0254 +INFO:2022-12-13 09:51:39,398: eval/ds : 0.0534 +INFO:2022-12-13 09:51:39,398: eval/cyc : 0.4295 +INFO:2022-12-13 09:51:39,399: eval/norm : 0.2775 +INFO:2022-12-13 09:51:39,400: eval/asr : 0.1445 +INFO:2022-12-13 09:51:39,401: eval/f0 : 0.1172 +INFO:2022-12-13 09:51:39,402: eval/adv_cls : 3.4290 +INFO:2022-12-13 09:58:33,822: --- epoch 133 --- +INFO:2022-12-13 09:58:33,823: train/real : 0.5788 +INFO:2022-12-13 09:58:33,824: train/fake : 0.6002 +INFO:2022-12-13 09:58:33,825: train/reg : 0.0088 +INFO:2022-12-13 09:58:33,826: train/real_adv_cls: 3.2946 +INFO:2022-12-13 09:58:33,827: train/con_reg : 0.0066 +INFO:2022-12-13 09:58:33,827: train/adv : 0.9018 +INFO:2022-12-13 09:58:33,828: train/sty : 0.0265 +INFO:2022-12-13 09:58:33,829: train/ds : 0.0575 +INFO:2022-12-13 09:58:33,829: train/cyc : 0.5970 +INFO:2022-12-13 09:58:33,830: train/norm : 0.2839 +INFO:2022-12-13 09:58:33,831: train/asr : 0.3242 +INFO:2022-12-13 09:58:33,831: train/f0 : 0.1079 +INFO:2022-12-13 09:58:33,832: train/adv_cls : 3.3497 +INFO:2022-12-13 09:58:33,833: eval/real : 0.6641 +INFO:2022-12-13 09:58:33,833: eval/fake : 0.5197 +INFO:2022-12-13 09:58:33,834: eval/reg : 0.0000 +INFO:2022-12-13 09:58:33,835: eval/real_adv_cls: 3.3138 +INFO:2022-12-13 09:58:33,835: eval/con_reg : 0.0000 +INFO:2022-12-13 09:58:33,836: eval/adv : 0.9899 +INFO:2022-12-13 09:58:33,837: eval/sty : 0.0269 +INFO:2022-12-13 09:58:33,838: eval/ds : 0.0582 +INFO:2022-12-13 09:58:33,839: eval/cyc : 0.4189 +INFO:2022-12-13 09:58:33,840: eval/norm : 0.3239 +INFO:2022-12-13 09:58:33,841: eval/asr : 0.1456 +INFO:2022-12-13 09:58:33,842: eval/f0 : 0.1144 +INFO:2022-12-13 09:58:33,843: eval/adv_cls : 3.4051 +INFO:2022-12-13 10:05:28,533: --- epoch 134 --- +INFO:2022-12-13 10:05:28,534: train/real : 0.5795 +INFO:2022-12-13 10:05:28,536: train/fake : 0.5898 +INFO:2022-12-13 10:05:28,537: train/reg : 0.0088 +INFO:2022-12-13 10:05:28,538: train/real_adv_cls: 3.2952 +INFO:2022-12-13 10:05:28,539: train/con_reg : 0.0082 +INFO:2022-12-13 10:05:28,540: train/adv : 0.9098 +INFO:2022-12-13 10:05:28,540: train/sty : 0.0260 +INFO:2022-12-13 10:05:28,541: train/ds : 0.0551 +INFO:2022-12-13 10:05:28,542: train/cyc : 0.5966 +INFO:2022-12-13 10:05:28,543: train/norm : 0.2980 +INFO:2022-12-13 10:05:28,543: train/asr : 0.3262 +INFO:2022-12-13 10:05:28,544: train/f0 : 0.1063 +INFO:2022-12-13 10:05:28,545: train/adv_cls : 3.3941 +INFO:2022-12-13 10:05:28,545: eval/real : 0.5579 +INFO:2022-12-13 10:05:28,546: eval/fake : 0.6662 +INFO:2022-12-13 10:05:28,547: eval/reg : 0.0000 +INFO:2022-12-13 10:05:28,547: eval/real_adv_cls: 3.3266 +INFO:2022-12-13 10:05:28,548: eval/con_reg : 0.0000 +INFO:2022-12-13 10:05:28,549: eval/adv : 0.7933 +INFO:2022-12-13 10:05:28,549: eval/sty : 0.0254 +INFO:2022-12-13 10:05:28,550: eval/ds : 0.0557 +INFO:2022-12-13 10:05:28,552: eval/cyc : 0.4154 +INFO:2022-12-13 10:05:28,553: eval/norm : 0.3349 +INFO:2022-12-13 10:05:28,554: eval/asr : 0.1398 +INFO:2022-12-13 10:05:28,556: eval/f0 : 0.1257 +INFO:2022-12-13 10:05:28,557: eval/adv_cls : 3.4320 +INFO:2022-12-13 10:12:23,614: --- epoch 135 --- +INFO:2022-12-13 10:12:23,615: train/real : 0.5819 +INFO:2022-12-13 10:12:23,617: train/fake : 0.6014 +INFO:2022-12-13 10:12:23,618: train/reg : 0.0081 +INFO:2022-12-13 10:12:23,619: train/real_adv_cls: 3.2969 +INFO:2022-12-13 10:12:23,619: train/con_reg : 0.0074 +INFO:2022-12-13 10:12:23,620: train/adv : 0.8923 +INFO:2022-12-13 10:12:23,621: train/sty : 0.0262 +INFO:2022-12-13 10:12:23,622: train/ds : 0.0540 +INFO:2022-12-13 10:12:23,623: train/cyc : 0.5845 +INFO:2022-12-13 10:12:23,623: train/norm : 0.2715 +INFO:2022-12-13 10:12:23,624: train/asr : 0.3134 +INFO:2022-12-13 10:12:23,625: train/f0 : 0.1057 +INFO:2022-12-13 10:12:23,626: train/adv_cls : 3.3724 +INFO:2022-12-13 10:12:23,627: eval/real : 0.6219 +INFO:2022-12-13 10:12:23,627: eval/fake : 0.5906 +INFO:2022-12-13 10:12:23,628: eval/reg : 0.0000 +INFO:2022-12-13 10:12:23,629: eval/real_adv_cls: 3.2977 +INFO:2022-12-13 10:12:23,629: eval/con_reg : 0.0000 +INFO:2022-12-13 10:12:23,630: eval/adv : 0.8854 +INFO:2022-12-13 10:12:23,631: eval/sty : 0.0257 +INFO:2022-12-13 10:12:23,631: eval/ds : 0.0562 +INFO:2022-12-13 10:12:23,632: eval/cyc : 0.4355 +INFO:2022-12-13 10:12:23,633: eval/norm : 0.3712 +INFO:2022-12-13 10:12:23,634: eval/asr : 0.1572 +INFO:2022-12-13 10:12:23,634: eval/f0 : 0.1361 +INFO:2022-12-13 10:12:23,635: eval/adv_cls : 3.3613 +INFO:2022-12-13 10:19:18,678: --- epoch 136 --- +INFO:2022-12-13 10:19:18,679: train/real : 0.5844 +INFO:2022-12-13 10:19:18,679: train/fake : 0.6041 +INFO:2022-12-13 10:19:18,680: train/reg : 0.0085 +INFO:2022-12-13 10:19:18,681: train/real_adv_cls: 3.3084 +INFO:2022-12-13 10:19:18,682: train/con_reg : 0.0075 +INFO:2022-12-13 10:19:18,683: train/adv : 0.8871 +INFO:2022-12-13 10:19:18,683: train/sty : 0.0266 +INFO:2022-12-13 10:19:18,684: train/ds : 0.0551 +INFO:2022-12-13 10:19:18,685: train/cyc : 0.5893 +INFO:2022-12-13 10:19:18,686: train/norm : 0.2872 +INFO:2022-12-13 10:19:18,686: train/asr : 0.3166 +INFO:2022-12-13 10:19:18,687: train/f0 : 0.1067 +INFO:2022-12-13 10:19:18,688: train/adv_cls : 3.3442 +INFO:2022-12-13 10:19:18,688: eval/real : 0.5641 +INFO:2022-12-13 10:19:18,689: eval/fake : 0.6303 +INFO:2022-12-13 10:19:18,690: eval/reg : 0.0000 +INFO:2022-12-13 10:19:18,690: eval/real_adv_cls: 3.3353 +INFO:2022-12-13 10:19:18,691: eval/con_reg : 0.0000 +INFO:2022-12-13 10:19:18,692: eval/adv : 0.8160 +INFO:2022-12-13 10:19:18,692: eval/sty : 0.0267 +INFO:2022-12-13 10:19:18,693: eval/ds : 0.0582 +INFO:2022-12-13 10:19:18,694: eval/cyc : 0.4069 +INFO:2022-12-13 10:19:18,695: eval/norm : 0.2995 +INFO:2022-12-13 10:19:18,696: eval/asr : 0.1364 +INFO:2022-12-13 10:19:18,697: eval/f0 : 0.1190 +INFO:2022-12-13 10:19:18,699: eval/adv_cls : 3.3479 +INFO:2022-12-13 10:26:14,023: --- epoch 137 --- +INFO:2022-12-13 10:26:14,024: train/real : 0.5878 +INFO:2022-12-13 10:26:14,025: train/fake : 0.5992 +INFO:2022-12-13 10:26:14,026: train/reg : 0.0088 +INFO:2022-12-13 10:26:14,027: train/real_adv_cls: 3.3116 +INFO:2022-12-13 10:26:14,028: train/con_reg : 0.0076 +INFO:2022-12-13 10:26:14,028: train/adv : 0.8893 +INFO:2022-12-13 10:26:14,029: train/sty : 0.0268 +INFO:2022-12-13 10:26:14,030: train/ds : 0.0558 +INFO:2022-12-13 10:26:14,031: train/cyc : 0.5926 +INFO:2022-12-13 10:26:14,032: train/norm : 0.2750 +INFO:2022-12-13 10:26:14,032: train/asr : 0.3200 +INFO:2022-12-13 10:26:14,033: train/f0 : 0.1086 +INFO:2022-12-13 10:26:14,034: train/adv_cls : 3.3348 +INFO:2022-12-13 10:26:14,035: eval/real : 0.5812 +INFO:2022-12-13 10:26:14,036: eval/fake : 0.6204 +INFO:2022-12-13 10:26:14,036: eval/reg : 0.0000 +INFO:2022-12-13 10:26:14,037: eval/real_adv_cls: 3.3178 +INFO:2022-12-13 10:26:14,038: eval/con_reg : 0.0000 +INFO:2022-12-13 10:26:14,038: eval/adv : 0.8337 +INFO:2022-12-13 10:26:14,039: eval/sty : 0.0328 +INFO:2022-12-13 10:26:14,040: eval/ds : 0.0533 +INFO:2022-12-13 10:26:14,041: eval/cyc : 0.4365 +INFO:2022-12-13 10:26:14,042: eval/norm : 0.2340 +INFO:2022-12-13 10:26:14,043: eval/asr : 0.1469 +INFO:2022-12-13 10:26:14,044: eval/f0 : 0.1169 +INFO:2022-12-13 10:26:14,046: eval/adv_cls : 3.3953 +INFO:2022-12-13 10:33:09,171: --- epoch 138 --- +INFO:2022-12-13 10:33:09,172: train/real : 0.5715 +INFO:2022-12-13 10:33:09,174: train/fake : 0.6028 +INFO:2022-12-13 10:33:09,174: train/reg : 0.0081 +INFO:2022-12-13 10:33:09,175: train/real_adv_cls: 3.2964 +INFO:2022-12-13 10:33:09,176: train/con_reg : 0.0079 +INFO:2022-12-13 10:33:09,176: train/adv : 0.9026 +INFO:2022-12-13 10:33:09,177: train/sty : 0.0274 +INFO:2022-12-13 10:33:09,178: train/ds : 0.0559 +INFO:2022-12-13 10:33:09,178: train/cyc : 0.5849 +INFO:2022-12-13 10:33:09,179: train/norm : 0.2729 +INFO:2022-12-13 10:33:09,180: train/asr : 0.3119 +INFO:2022-12-13 10:33:09,180: train/f0 : 0.1062 +INFO:2022-12-13 10:33:09,181: train/adv_cls : 3.3821 +INFO:2022-12-13 10:33:09,182: eval/real : 0.5178 +INFO:2022-12-13 10:33:09,182: eval/fake : 0.6813 +INFO:2022-12-13 10:33:09,183: eval/reg : 0.0000 +INFO:2022-12-13 10:33:09,183: eval/real_adv_cls: 3.2959 +INFO:2022-12-13 10:33:09,184: eval/con_reg : 0.0000 +INFO:2022-12-13 10:33:09,185: eval/adv : 0.7857 +INFO:2022-12-13 10:33:09,185: eval/sty : 0.0265 +INFO:2022-12-13 10:33:09,186: eval/ds : 0.0581 +INFO:2022-12-13 10:33:09,187: eval/cyc : 0.4292 +INFO:2022-12-13 10:33:09,187: eval/norm : 0.2331 +INFO:2022-12-13 10:33:09,188: eval/asr : 0.1613 +INFO:2022-12-13 10:33:09,189: eval/f0 : 0.1382 +INFO:2022-12-13 10:33:09,191: eval/adv_cls : 3.4127 +INFO:2022-12-13 10:40:04,125: --- epoch 139 --- +INFO:2022-12-13 10:40:04,126: train/real : 0.5863 +INFO:2022-12-13 10:40:04,127: train/fake : 0.5995 +INFO:2022-12-13 10:40:04,128: train/reg : 0.0085 +INFO:2022-12-13 10:40:04,129: train/real_adv_cls: 3.3092 +INFO:2022-12-13 10:40:04,130: train/con_reg : 0.0075 +INFO:2022-12-13 10:40:04,130: train/adv : 0.8912 +INFO:2022-12-13 10:40:04,131: train/sty : 0.0259 +INFO:2022-12-13 10:40:04,132: train/ds : 0.0557 +INFO:2022-12-13 10:40:04,133: train/cyc : 0.5898 +INFO:2022-12-13 10:40:04,134: train/norm : 0.2827 +INFO:2022-12-13 10:40:04,135: train/asr : 0.3214 +INFO:2022-12-13 10:40:04,136: train/f0 : 0.1086 +INFO:2022-12-13 10:40:04,136: train/adv_cls : 3.3279 +INFO:2022-12-13 10:40:04,137: eval/real : 0.5761 +INFO:2022-12-13 10:40:04,138: eval/fake : 0.6070 +INFO:2022-12-13 10:40:04,139: eval/reg : 0.0000 +INFO:2022-12-13 10:40:04,139: eval/real_adv_cls: 3.2739 +INFO:2022-12-13 10:40:04,140: eval/con_reg : 0.0000 +INFO:2022-12-13 10:40:04,140: eval/adv : 0.8655 +INFO:2022-12-13 10:40:04,141: eval/sty : 0.0270 +INFO:2022-12-13 10:40:04,142: eval/ds : 0.0600 +INFO:2022-12-13 10:40:04,143: eval/cyc : 0.4113 +INFO:2022-12-13 10:40:04,144: eval/norm : 0.2768 +INFO:2022-12-13 10:40:04,145: eval/asr : 0.1445 +INFO:2022-12-13 10:40:04,146: eval/f0 : 0.1184 +INFO:2022-12-13 10:40:04,147: eval/adv_cls : 3.4359 +INFO:2022-12-13 10:46:59,306: --- epoch 140 --- +INFO:2022-12-13 10:46:59,308: train/real : 0.5820 +INFO:2022-12-13 10:46:59,309: train/fake : 0.5957 +INFO:2022-12-13 10:46:59,310: train/reg : 0.0094 +INFO:2022-12-13 10:46:59,311: train/real_adv_cls: 3.2939 +INFO:2022-12-13 10:46:59,311: train/con_reg : 0.0084 +INFO:2022-12-13 10:46:59,312: train/adv : 0.9068 +INFO:2022-12-13 10:46:59,313: train/sty : 0.0270 +INFO:2022-12-13 10:46:59,314: train/ds : 0.0578 +INFO:2022-12-13 10:46:59,315: train/cyc : 0.5915 +INFO:2022-12-13 10:46:59,315: train/norm : 0.2858 +INFO:2022-12-13 10:46:59,316: train/asr : 0.3196 +INFO:2022-12-13 10:46:59,317: train/f0 : 0.1079 +INFO:2022-12-13 10:46:59,318: train/adv_cls : 3.3540 +INFO:2022-12-13 10:46:59,319: eval/real : 0.6633 +INFO:2022-12-13 10:46:59,320: eval/fake : 0.5317 +INFO:2022-12-13 10:46:59,321: eval/reg : 0.0000 +INFO:2022-12-13 10:46:59,321: eval/real_adv_cls: 3.3120 +INFO:2022-12-13 10:46:59,322: eval/con_reg : 0.0000 +INFO:2022-12-13 10:46:59,323: eval/adv : 0.9627 +INFO:2022-12-13 10:46:59,323: eval/sty : 0.0278 +INFO:2022-12-13 10:46:59,324: eval/ds : 0.0573 +INFO:2022-12-13 10:46:59,325: eval/cyc : 0.4279 +INFO:2022-12-13 10:46:59,326: eval/norm : 0.2497 +INFO:2022-12-13 10:46:59,326: eval/asr : 0.1558 +INFO:2022-12-13 10:46:59,327: eval/f0 : 0.1181 +INFO:2022-12-13 10:46:59,328: eval/adv_cls : 3.4023 +INFO:2022-12-13 10:54:48,986: --- epoch 141 --- +INFO:2022-12-13 10:54:48,987: train/real : 0.5856 +INFO:2022-12-13 10:54:48,988: train/fake : 0.5944 +INFO:2022-12-13 10:54:48,989: train/reg : 0.0090 +INFO:2022-12-13 10:54:48,990: train/real_adv_cls: 3.3005 +INFO:2022-12-13 10:54:48,990: train/con_reg : 0.0077 +INFO:2022-12-13 10:54:48,991: train/adv : 0.9014 +INFO:2022-12-13 10:54:48,992: train/sty : 0.0264 +INFO:2022-12-13 10:54:48,993: train/ds : 0.0584 +INFO:2022-12-13 10:54:48,993: train/cyc : 0.5870 +INFO:2022-12-13 10:54:48,994: train/norm : 0.2997 +INFO:2022-12-13 10:54:48,995: train/asr : 0.3195 +INFO:2022-12-13 10:54:48,995: train/f0 : 0.1058 +INFO:2022-12-13 10:54:48,996: train/adv_cls : 3.4045 +INFO:2022-12-13 10:54:48,997: eval/real : 0.5891 +INFO:2022-12-13 10:54:48,997: eval/fake : 0.6163 +INFO:2022-12-13 10:54:48,998: eval/reg : 0.0000 +INFO:2022-12-13 10:54:48,999: eval/real_adv_cls: 3.2972 +INFO:2022-12-13 10:54:48,999: eval/con_reg : 0.0000 +INFO:2022-12-13 10:54:49,000: eval/adv : 0.8367 +INFO:2022-12-13 10:54:49,001: eval/sty : 0.0261 +INFO:2022-12-13 10:54:49,001: eval/ds : 0.0557 +INFO:2022-12-13 10:54:49,002: eval/cyc : 0.4009 +INFO:2022-12-13 10:54:49,003: eval/norm : 0.3206 +INFO:2022-12-13 10:54:49,004: eval/asr : 0.1344 +INFO:2022-12-13 10:54:49,005: eval/f0 : 0.1158 +INFO:2022-12-13 10:54:49,006: eval/adv_cls : 3.3610 +INFO:2022-12-13 11:01:44,102: --- epoch 142 --- +INFO:2022-12-13 11:01:44,103: train/real : 0.5793 +INFO:2022-12-13 11:01:44,104: train/fake : 0.6006 +INFO:2022-12-13 11:01:44,105: train/reg : 0.0094 +INFO:2022-12-13 11:01:44,106: train/real_adv_cls: 3.3073 +INFO:2022-12-13 11:01:44,107: train/con_reg : 0.0069 +INFO:2022-12-13 11:01:44,108: train/adv : 0.8953 +INFO:2022-12-13 11:01:44,109: train/sty : 0.0266 +INFO:2022-12-13 11:01:44,110: train/ds : 0.0560 +INFO:2022-12-13 11:01:44,110: train/cyc : 0.5907 +INFO:2022-12-13 11:01:44,111: train/norm : 0.2799 +INFO:2022-12-13 11:01:44,112: train/asr : 0.3187 +INFO:2022-12-13 11:01:44,113: train/f0 : 0.1051 +INFO:2022-12-13 11:01:44,113: train/adv_cls : 3.3807 +INFO:2022-12-13 11:01:44,114: eval/real : 0.7374 +INFO:2022-12-13 11:01:44,115: eval/fake : 0.4845 +INFO:2022-12-13 11:01:44,116: eval/reg : 0.0000 +INFO:2022-12-13 11:01:44,116: eval/real_adv_cls: 3.3535 +INFO:2022-12-13 11:01:44,117: eval/con_reg : 0.0000 +INFO:2022-12-13 11:01:44,118: eval/adv : 1.0676 +INFO:2022-12-13 11:01:44,119: eval/sty : 0.0256 +INFO:2022-12-13 11:01:44,120: eval/ds : 0.0569 +INFO:2022-12-13 11:01:44,120: eval/cyc : 0.4066 +INFO:2022-12-13 11:01:44,121: eval/norm : 0.3984 +INFO:2022-12-13 11:01:44,122: eval/asr : 0.1440 +INFO:2022-12-13 11:01:44,123: eval/f0 : 0.1135 +INFO:2022-12-13 11:01:44,125: eval/adv_cls : 3.4745 +INFO:2022-12-13 11:08:39,353: --- epoch 143 --- +INFO:2022-12-13 11:08:39,355: train/real : 0.5769 +INFO:2022-12-13 11:08:39,356: train/fake : 0.5981 +INFO:2022-12-13 11:08:39,357: train/reg : 0.0095 +INFO:2022-12-13 11:08:39,358: train/real_adv_cls: 3.2738 +INFO:2022-12-13 11:08:39,358: train/con_reg : 0.0078 +INFO:2022-12-13 11:08:39,360: train/adv : 0.8991 +INFO:2022-12-13 11:08:39,361: train/sty : 0.0265 +INFO:2022-12-13 11:08:39,362: train/ds : 0.0553 +INFO:2022-12-13 11:08:39,363: train/cyc : 0.5886 +INFO:2022-12-13 11:08:39,363: train/norm : 0.2897 +INFO:2022-12-13 11:08:39,364: train/asr : 0.3175 +INFO:2022-12-13 11:08:39,365: train/f0 : 0.1084 +INFO:2022-12-13 11:08:39,366: train/adv_cls : 3.3765 +INFO:2022-12-13 11:08:39,366: eval/real : 0.6439 +INFO:2022-12-13 11:08:39,367: eval/fake : 0.5512 +INFO:2022-12-13 11:08:39,368: eval/reg : 0.0000 +INFO:2022-12-13 11:08:39,369: eval/real_adv_cls: 3.2928 +INFO:2022-12-13 11:08:39,369: eval/con_reg : 0.0000 +INFO:2022-12-13 11:08:39,370: eval/adv : 0.9438 +INFO:2022-12-13 11:08:39,371: eval/sty : 0.0260 +INFO:2022-12-13 11:08:39,371: eval/ds : 0.0538 +INFO:2022-12-13 11:08:39,372: eval/cyc : 0.4034 +INFO:2022-12-13 11:08:39,373: eval/norm : 0.3877 +INFO:2022-12-13 11:08:39,373: eval/asr : 0.1391 +INFO:2022-12-13 11:08:39,374: eval/f0 : 0.1376 +INFO:2022-12-13 11:08:39,376: eval/adv_cls : 3.4859 +INFO:2022-12-13 11:15:34,628: --- epoch 144 --- +INFO:2022-12-13 11:15:34,629: train/real : 0.5857 +INFO:2022-12-13 11:15:34,630: train/fake : 0.6029 +INFO:2022-12-13 11:15:34,631: train/reg : 0.0088 +INFO:2022-12-13 11:15:34,632: train/real_adv_cls: 3.2683 +INFO:2022-12-13 11:15:34,634: train/con_reg : 0.0076 +INFO:2022-12-13 11:15:34,634: train/adv : 0.8838 +INFO:2022-12-13 11:15:34,635: train/sty : 0.0259 +INFO:2022-12-13 11:15:34,636: train/ds : 0.0576 +INFO:2022-12-13 11:15:34,637: train/cyc : 0.5880 +INFO:2022-12-13 11:15:34,637: train/norm : 0.2763 +INFO:2022-12-13 11:15:34,638: train/asr : 0.3191 +INFO:2022-12-13 11:15:34,639: train/f0 : 0.1062 +INFO:2022-12-13 11:15:34,640: train/adv_cls : 3.3662 +INFO:2022-12-13 11:15:34,641: eval/real : 0.6257 +INFO:2022-12-13 11:15:34,641: eval/fake : 0.5682 +INFO:2022-12-13 11:15:34,642: eval/reg : 0.0000 +INFO:2022-12-13 11:15:34,643: eval/real_adv_cls: 3.3042 +INFO:2022-12-13 11:15:34,644: eval/con_reg : 0.0000 +INFO:2022-12-13 11:15:34,645: eval/adv : 0.9179 +INFO:2022-12-13 11:15:34,646: eval/sty : 0.0272 +INFO:2022-12-13 11:15:34,646: eval/ds : 0.0564 +INFO:2022-12-13 11:15:34,647: eval/cyc : 0.4035 +INFO:2022-12-13 11:15:34,648: eval/norm : 0.2832 +INFO:2022-12-13 11:15:34,649: eval/asr : 0.1458 +INFO:2022-12-13 11:15:34,649: eval/f0 : 0.1125 +INFO:2022-12-13 11:15:34,650: eval/adv_cls : 3.4669 +INFO:2022-12-13 11:22:29,876: --- epoch 145 --- +INFO:2022-12-13 11:22:29,877: train/real : 0.5808 +INFO:2022-12-13 11:22:29,879: train/fake : 0.5946 +INFO:2022-12-13 11:22:29,879: train/reg : 0.0089 +INFO:2022-12-13 11:22:29,880: train/real_adv_cls: 3.2731 +INFO:2022-12-13 11:22:29,881: train/con_reg : 0.0081 +INFO:2022-12-13 11:22:29,882: train/adv : 0.9009 +INFO:2022-12-13 11:22:29,882: train/sty : 0.0260 +INFO:2022-12-13 11:22:29,883: train/ds : 0.0554 +INFO:2022-12-13 11:22:29,884: train/cyc : 0.5836 +INFO:2022-12-13 11:22:29,884: train/norm : 0.2894 +INFO:2022-12-13 11:22:29,885: train/asr : 0.3164 +INFO:2022-12-13 11:22:29,886: train/f0 : 0.1085 +INFO:2022-12-13 11:22:29,887: train/adv_cls : 3.3283 +INFO:2022-12-13 11:22:29,887: eval/real : 0.5850 +INFO:2022-12-13 11:22:29,888: eval/fake : 0.5933 +INFO:2022-12-13 11:22:29,889: eval/reg : 0.0000 +INFO:2022-12-13 11:22:29,889: eval/real_adv_cls: 3.2875 +INFO:2022-12-13 11:22:29,890: eval/con_reg : 0.0000 +INFO:2022-12-13 11:22:29,891: eval/adv : 0.8722 +INFO:2022-12-13 11:22:29,891: eval/sty : 0.0261 +INFO:2022-12-13 11:22:29,892: eval/ds : 0.0610 +INFO:2022-12-13 11:22:29,893: eval/cyc : 0.4013 +INFO:2022-12-13 11:22:29,895: eval/norm : 0.2860 +INFO:2022-12-13 11:22:29,896: eval/asr : 0.1340 +INFO:2022-12-13 11:22:29,897: eval/f0 : 0.1129 +INFO:2022-12-13 11:22:29,898: eval/adv_cls : 3.3943 +INFO:2022-12-13 11:29:24,874: --- epoch 146 --- +INFO:2022-12-13 11:29:24,875: train/real : 0.5814 +INFO:2022-12-13 11:29:24,877: train/fake : 0.5912 +INFO:2022-12-13 11:29:24,878: train/reg : 0.0092 +INFO:2022-12-13 11:29:24,878: train/real_adv_cls: 3.2678 +INFO:2022-12-13 11:29:24,880: train/con_reg : 0.0085 +INFO:2022-12-13 11:29:24,881: train/adv : 0.9029 +INFO:2022-12-13 11:29:24,881: train/sty : 0.0261 +INFO:2022-12-13 11:29:24,882: train/ds : 0.0575 +INFO:2022-12-13 11:29:24,883: train/cyc : 0.5894 +INFO:2022-12-13 11:29:24,883: train/norm : 0.3017 +INFO:2022-12-13 11:29:24,884: train/asr : 0.3214 +INFO:2022-12-13 11:29:24,885: train/f0 : 0.1056 +INFO:2022-12-13 11:29:24,886: train/adv_cls : 3.3779 +INFO:2022-12-13 11:29:24,886: eval/real : 0.6675 +INFO:2022-12-13 11:29:24,887: eval/fake : 0.5386 +INFO:2022-12-13 11:29:24,887: eval/reg : 0.0000 +INFO:2022-12-13 11:29:24,888: eval/real_adv_cls: 3.2743 +INFO:2022-12-13 11:29:24,889: eval/con_reg : 0.0000 +INFO:2022-12-13 11:29:24,889: eval/adv : 0.9480 +INFO:2022-12-13 11:29:24,890: eval/sty : 0.0269 +INFO:2022-12-13 11:29:24,891: eval/ds : 0.0572 +INFO:2022-12-13 11:29:24,891: eval/cyc : 0.4118 +INFO:2022-12-13 11:29:24,892: eval/norm : 0.2788 +INFO:2022-12-13 11:29:24,893: eval/asr : 0.1429 +INFO:2022-12-13 11:29:24,894: eval/f0 : 0.1083 +INFO:2022-12-13 11:29:24,895: eval/adv_cls : 3.4820 +INFO:2022-12-13 11:36:19,838: --- epoch 147 --- +INFO:2022-12-13 11:36:19,839: train/real : 0.5835 +INFO:2022-12-13 11:36:19,841: train/fake : 0.5966 +INFO:2022-12-13 11:36:19,842: train/reg : 0.0097 +INFO:2022-12-13 11:36:19,843: train/real_adv_cls: 3.2619 +INFO:2022-12-13 11:36:19,843: train/con_reg : 0.0077 +INFO:2022-12-13 11:36:19,844: train/adv : 0.9018 +INFO:2022-12-13 11:36:19,845: train/sty : 0.0256 +INFO:2022-12-13 11:36:19,846: train/ds : 0.0580 +INFO:2022-12-13 11:36:19,847: train/cyc : 0.5808 +INFO:2022-12-13 11:36:19,847: train/norm : 0.3088 +INFO:2022-12-13 11:36:19,848: train/asr : 0.3145 +INFO:2022-12-13 11:36:19,849: train/f0 : 0.1064 +INFO:2022-12-13 11:36:19,850: train/adv_cls : 3.3747 +INFO:2022-12-13 11:36:19,850: eval/real : 0.5927 +INFO:2022-12-13 11:36:19,851: eval/fake : 0.6111 +INFO:2022-12-13 11:36:19,852: eval/reg : 0.0000 +INFO:2022-12-13 11:36:19,853: eval/real_adv_cls: 3.2721 +INFO:2022-12-13 11:36:19,853: eval/con_reg : 0.0000 +INFO:2022-12-13 11:36:19,854: eval/adv : 0.8329 +INFO:2022-12-13 11:36:19,855: eval/sty : 0.0246 +INFO:2022-12-13 11:36:19,856: eval/ds : 0.0602 +INFO:2022-12-13 11:36:19,856: eval/cyc : 0.4250 +INFO:2022-12-13 11:36:19,857: eval/norm : 0.2772 +INFO:2022-12-13 11:36:19,858: eval/asr : 0.1502 +INFO:2022-12-13 11:36:19,859: eval/f0 : 0.1240 +INFO:2022-12-13 11:36:19,860: eval/adv_cls : 3.4529 +INFO:2022-12-13 11:43:15,045: --- epoch 148 --- +INFO:2022-12-13 11:43:15,047: train/real : 0.5786 +INFO:2022-12-13 11:43:15,048: train/fake : 0.6066 +INFO:2022-12-13 11:43:15,049: train/reg : 0.0089 +INFO:2022-12-13 11:43:15,050: train/real_adv_cls: 3.2784 +INFO:2022-12-13 11:43:15,051: train/con_reg : 0.0078 +INFO:2022-12-13 11:43:15,052: train/adv : 0.8843 +INFO:2022-12-13 11:43:15,052: train/sty : 0.0261 +INFO:2022-12-13 11:43:15,053: train/ds : 0.0554 +INFO:2022-12-13 11:43:15,054: train/cyc : 0.5836 +INFO:2022-12-13 11:43:15,055: train/norm : 0.2733 +INFO:2022-12-13 11:43:15,056: train/asr : 0.3155 +INFO:2022-12-13 11:43:15,056: train/f0 : 0.1079 +INFO:2022-12-13 11:43:15,057: train/adv_cls : 3.3668 +INFO:2022-12-13 11:43:15,058: eval/real : 0.6553 +INFO:2022-12-13 11:43:15,059: eval/fake : 0.5255 +INFO:2022-12-13 11:43:15,060: eval/reg : 0.0000 +INFO:2022-12-13 11:43:15,060: eval/real_adv_cls: 3.3082 +INFO:2022-12-13 11:43:15,061: eval/con_reg : 0.0000 +INFO:2022-12-13 11:43:15,062: eval/adv : 0.9777 +INFO:2022-12-13 11:43:15,064: eval/sty : 0.0269 +INFO:2022-12-13 11:43:15,065: eval/ds : 0.0590 +INFO:2022-12-13 11:43:15,067: eval/cyc : 0.4049 +INFO:2022-12-13 11:43:15,068: eval/norm : 0.2605 +INFO:2022-12-13 11:43:15,070: eval/asr : 0.1398 +INFO:2022-12-13 11:43:15,071: eval/f0 : 0.1137 +INFO:2022-12-13 11:43:15,073: eval/adv_cls : 3.3409 +INFO:2022-12-13 11:50:10,028: --- epoch 149 --- +INFO:2022-12-13 11:50:10,029: train/real : 0.5818 +INFO:2022-12-13 11:50:10,031: train/fake : 0.6059 +INFO:2022-12-13 11:50:10,032: train/reg : 0.0090 +INFO:2022-12-13 11:50:10,033: train/real_adv_cls: 3.2540 +INFO:2022-12-13 11:50:10,033: train/con_reg : 0.0079 +INFO:2022-12-13 11:50:10,034: train/adv : 0.8864 +INFO:2022-12-13 11:50:10,035: train/sty : 0.0267 +INFO:2022-12-13 11:50:10,036: train/ds : 0.0553 +INFO:2022-12-13 11:50:10,036: train/cyc : 0.5913 +INFO:2022-12-13 11:50:10,037: train/norm : 0.2902 +INFO:2022-12-13 11:50:10,038: train/asr : 0.3233 +INFO:2022-12-13 11:50:10,039: train/f0 : 0.1047 +INFO:2022-12-13 11:50:10,040: train/adv_cls : 3.3341 +INFO:2022-12-13 11:50:10,041: eval/real : 0.6326 +INFO:2022-12-13 11:50:10,041: eval/fake : 0.5440 +INFO:2022-12-13 11:50:10,042: eval/reg : 0.0000 +INFO:2022-12-13 11:50:10,043: eval/real_adv_cls: 3.2235 +INFO:2022-12-13 11:50:10,043: eval/con_reg : 0.0000 +INFO:2022-12-13 11:50:10,044: eval/adv : 0.9426 +INFO:2022-12-13 11:50:10,046: eval/sty : 0.0279 +INFO:2022-12-13 11:50:10,046: eval/ds : 0.0583 +INFO:2022-12-13 11:50:10,047: eval/cyc : 0.4100 +INFO:2022-12-13 11:50:10,049: eval/norm : 0.3109 +INFO:2022-12-13 11:50:10,051: eval/asr : 0.1448 +INFO:2022-12-13 11:50:10,052: eval/f0 : 0.1129 +INFO:2022-12-13 11:50:10,053: eval/adv_cls : 3.3181