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Nov 24th, 2020
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  1. 21227 [Train_loss:0.6625 Avg:0.6797] [Grad Norm 1.7269] [4.13s/it] [0.115s/file] [0.0000707 LR] [32768 LS] [56.5%AttSc] [66.7%InfGANAcc]
  2. 21228 [Train_loss:0.6949 Avg:0.6802] [Grad Norm 1.9118] [3.41s/it] [0.095s/file] [0.0000707 LR] [32768 LS] [54.6%AttSc] [83.3%InfGANAcc]
  3. 21229 [Train_loss:0.6960 Avg:0.6806] [Grad Norm 1.8222] [4.76s/it] [0.132s/file] [0.0000707 LR] [32768 LS] [56.3%AttSc] [58.3%InfGANAcc]
  4. 21230 [Train_loss:0.7489 Avg:0.6812] [Grad Norm 4.0146] [4.56s/it] [0.127s/file] [0.0000707 LR] [32768 LS] [53.0%AttSc] [66.7%InfGANAcc]
  5. 21231 [Train_loss:0.7131 Avg:0.6816] [Grad Norm 2.2827] [3.43s/it] [0.095s/file] [0.0000707 LR] [32768 LS] [56.9%AttSc] [83.3%InfGANAcc]
  6. 21232 [Train_loss:0.6734 Avg:0.6818] [Grad Norm 1.8828] [5.44s/it] [0.151s/file] [0.0000707 LR] [32768 LS] [55.5%AttSc] [25.0%InfGANAcc]
  7. 21233 [Train_loss:0.6290 Avg:0.6819] [Grad Norm 1.7032] [4.39s/it] [0.122s/file] [0.0000707 LR] [32768 LS] [59.8%AttSc] [75.0%InfGANAcc]
  8. 21234 [Train_loss:0.6299 Avg:0.6821] [Grad Norm 3.9330] [4.68s/it] [0.130s/file] [0.0000707 LR] [32768 LS] [55.2%AttSc] [75.0%InfGANAcc]
  9. 21235 [Train_loss:0.6348 Avg:0.6824] [Grad Norm 2.2052] [3.69s/it] [0.103s/file] [0.0000707 LR] [32768 LS] [58.1%AttSc] [66.7%InfGANAcc]
  10. 21236 [Train_loss:0.6424 Avg:0.6826] [Grad Norm 1.5890] [4.10s/it] [0.114s/file] [0.0000707 LR] [32768 LS] [56.5%AttSc] [83.3%InfGANAcc]
  11. 21237 [Train_loss:0.6902 Avg:0.6827] [Grad Norm 1.6251] [3.38s/it] [0.094s/file] [0.0000707 LR] [32768 LS] [58.4%AttSc] [75.0%InfGANAcc]
  12. 21238 [Train_loss:0.7036 Avg:0.6829] [Grad Norm 1.8444] [4.35s/it] [0.121s/file] [0.0000707 LR] [32768 LS] [58.6%AttSc] [50.0%InfGANAcc]
  13. 21239 [Train_loss:0.7221 Avg:0.6831] [Grad Norm 2.0581] [4.96s/it] [0.138s/file] [0.0000707 LR] [32768 LS] [56.8%AttSc] [50.0%InfGANAcc]
  14. 21240 [Train_loss:0.6963 Avg:0.6832] [Grad Norm 1.6464] [3.93s/it] [0.109s/file] [0.0000707 LR] [32768 LS] [56.6%AttSc] [83.3%InfGANAcc]
  15. 21241 [Train_loss:0.6426 Avg:0.6832] [Grad Norm 1.7171] [4.50s/it] [0.125s/file] [0.0000707 LR] [32768 LS] [58.7%AttSc] [58.3%InfGANAcc]
  16. 21242 [Train_loss:0.6350 Avg:0.6832] [Grad Norm 1.4153] [5.04s/it] [0.140s/file] [0.0000707 LR] [32768 LS] [51.5%AttSc] [75.0%InfGANAcc]
  17. 21243 [Train_loss:0.6523 Avg:0.6833] [Grad Norm 4.1697] [4.20s/it] [0.117s/file] [0.0000707 LR] [32768 LS] [52.1%AttSc] [100.0%InfGANAcc]
  18. 21244 [Train_loss:0.6483 Avg:0.6835] [Grad Norm 2.2591] [4.71s/it] [0.131s/file] [0.0000707 LR] [32768 LS] [56.2%AttSc] [75.0%InfGANAcc]
  19. 21245 [Train_loss:0.7025 Avg:0.6840] [Grad Norm 1.8359] [4.85s/it] [0.135s/file] [0.0000707 LR] [32768 LS] [60.1%AttSc] [91.7%InfGANAcc]
  20. 21246 [Train_loss:0.7147 Avg:0.6844] [Grad Norm 1.5228] [4.22s/it] [0.117s/file] [0.0000707 LR] [32768 LS] [57.9%AttSc] [83.3%InfGANAcc]
  21. 21247 [Train_loss:0.7215 Avg:0.6848] [Grad Norm 1.5306] [4.18s/it] [0.116s/file] [0.0000707 LR] [32768 LS] [57.2%AttSc] [91.7%InfGANAcc]
  22. 21248 [Train_loss:0.6778 Avg:0.6851] [Grad Norm 2.1404] [3.26s/it] [0.091s/file] [0.0000707 LR] [32768 LS] [59.5%AttSc] [58.3%InfGANAcc]
  23. 21249 [Train_loss:0.6942 Avg:0.6853] [Grad Norm 2.0771] [4.33s/it] [0.120s/file] [0.0000707 LR] [32768 LS] [54.9%AttSc] [83.3%InfGANAcc]
  24. 21250 [Train_loss:0.6561 Avg:0.6854] [Grad Norm 2.0428] [3.56s/it] [0.099s/file] [0.0000707 LR] [32768 LS] [58.2%AttSc] [91.7%InfGANAcc]
  25. 21251 [Train_loss:0.6616 Avg:0.6853] [Grad Norm 1.5352] [3.63s/it] [0.101s/file] [0.0000707 LR] [32768 LS] [59.5%AttSc] [91.7%InfGANAcc]
  26. 21252 [Train_loss:0.6628 Avg:0.6854] [Grad Norm 3.6226] [3.47s/it] [0.096s/file] [0.0000707 LR] [32768 LS] [59.1%AttSc] [100.0%InfGANAcc]
  27. 21253 [Train_loss:0.6601 Avg:0.6855] [Grad Norm 1.9119] [3.89s/it] [0.108s/file] [0.0000707 LR] [32768 LS] [59.6%AttSc] [83.3%InfGANAcc]
  28. 21254 [Train_loss:0.6979 Avg:0.6860] [Grad Norm 1.6749] [3.37s/it] [0.094s/file] [0.0000707 LR] [32768 LS] [59.3%AttSc] [91.7%InfGANAcc]
  29. 21255 [Train_loss:0.6736 Avg:0.6864] [Grad Norm 1.8931] [3.47s/it] [0.096s/file] [0.0000707 LR] [32768 LS] [57.8%AttSc] [91.7%InfGANAcc]
  30. 21256 [Train_loss:0.6639 Avg:0.6867] [Grad Norm 4.1053] [4.26s/it] [0.118s/file] [0.0000707 LR] [32768 LS] [58.3%AttSc] [91.7%InfGANAcc]
  31. 21257 [Train_loss:0.6476 Avg:0.6869] [Grad Norm 2.1168] [3.70s/it] [0.103s/file] [0.0000707 LR] [32768 LS] [52.5%AttSc] [83.3%InfGANAcc]
  32. 21258 [Train_loss:0.6699 Avg:0.6867] [Grad Norm 2.1782] [4.97s/it] [0.138s/file] [0.0000707 LR] [32768 LS] [55.0%AttSc] [100.0%InfGANAcc]
  33. 21259 [Train_loss:0.6218 Avg:0.6863] [Grad Norm 1.6213] [4.75s/it] [0.132s/file] [0.0000707 LR] [32768 LS] [57.3%AttSc] [91.7%InfGANAcc]
  34. 21260 [Train_loss:0.6434 Avg:0.6861] [Grad Norm 2.0053] [4.54s/it] [0.126s/file] [0.0000707 LR] [32768 LS] [56.6%AttSc] [83.3%InfGANAcc]
  35. 21261 [Train_loss:0.6454 Avg:0.6859] [Grad Norm 2.0126] [3.80s/it] [0.105s/file] [0.0000707 LR] [32768 LS] [58.0%AttSc] [100.0%InfGANAcc]
  36. 21262 [Train_loss:0.6935 Avg:0.6862] [Grad Norm 1.8907] [4.36s/it] [0.121s/file] [0.0000707 LR] [32768 LS] [54.3%AttSc] [91.7%InfGANAcc]
  37. 21263 [Train_loss:0.7160 Avg:0.6867] [Grad Norm 1.8189] [3.21s/it] [0.089s/file] [0.0000707 LR] [32768 LS] [58.2%AttSc] [91.7%InfGANAcc]
  38. 21264 [Train_loss:0.6904 Avg:0.6869] [Grad Norm 1.5643] [2.82s/it] [0.078s/file] [0.0000707 LR] [32768 LS] [56.8%AttSc] [100.0%InfGANAcc]
  39. 21265 [Train_loss:0.6468 Avg:0.6867] [Grad Norm 1.7713] [2.88s/it] [0.080s/file] [0.0000707 LR] [32768 LS] [58.2%AttSc] [75.0%InfGANAcc]
  40. 21266 [Train_loss:0.6307 Avg:0.6865] [Grad Norm 3.1420] [4.66s/it] [0.129s/file] [0.0000707 LR] [32768 LS] [57.0%AttSc] [83.3%InfGANAcc]
  41. 21267 [Train_loss:0.6428 Avg:0.6864] [Grad Norm 2.0899] [3.32s/it] [0.092s/file] [0.0000707 LR] [32768 LS] [59.4%AttSc] [100.0%InfGANAcc]
  42. Iter: : 6%|████████ | 310/5598 [23:41<6:44:15, 4.59s/iter]21268 [Train_loss:0.6614 Avg:0.6863] [Grad Norm 1.5400] [4.75s/it] [0.132s/file] [0.0000707 LR] [32768 LS] [56.3%AttSc] [83.3%InfGANAcc]
  43. 21269 [Train_loss:0.6832 Avg:0.6863] [Grad Norm 3.1049] [4.34s/it] [0.121s/file] [0.0000707 LR] [32768 LS] [54.2%AttSc] [83.3%InfGANAcc]
  44. 21270 [Train_loss:0.6651 Avg:0.6861] [Grad Norm 1224.0442] [4.62s/it] [0.128s/file] [0.0000707 LR] [32768 LS] [53.2%AttSc] [83.3%InfGANAcc]
  45. 21271 [Train_loss:0.6895 Avg:0.6859] [Grad Norm 3.0585] [3.90s/it] [0.108s/file] [0.0000707 LR] [32768 LS] [40.6%AttSc] [66.7%InfGANAcc]
  46. 21272 [Train_loss:0.6312 Avg:0.6858] [Grad Norm 2.4451] [3.97s/it] [0.110s/file] [0.0000707 LR] [32768 LS] [56.2%AttSc] [66.7%InfGANAcc]
  47. 21273 [Train_loss:0.6093 Avg:0.6855] [Grad Norm 1.7222] [4.49s/it] [0.125s/file] [0.0000707 LR] [32768 LS] [54.1%AttSc] [75.0%InfGANAcc]
  48. 21274 [Train_loss:0.6201 Avg:0.6855] [Grad Norm 1.8504] [5.08s/it] [0.141s/file] [0.0000707 LR] [32768 LS] [55.9%AttSc] [66.7%InfGANAcc]
  49. 21275 [Train_loss:0.6922 Avg:0.6858] [Grad Norm 2.4250] [4.08s/it] [0.113s/file] [0.0000707 LR] [32768 LS] [58.6%AttSc] [100.0%InfGANAcc]
  50. 21276 [Train_loss:0.6610 Avg:0.6862] [Grad Norm 2.4116] [3.28s/it] [0.091s/file] [0.0000707 LR] [32768 LS] [56.3%AttSc] [100.0%InfGANAcc]
  51. 21277 [Train_loss:0.6674 Avg:0.6863] [Grad Norm 2.0770] [4.93s/it] [0.137s/file] [0.0000707 LR] [32768 LS] [51.5%AttSc] [83.3%InfGANAcc]
  52. 21278 [Train_loss:0.7102 Avg:0.6868] [Grad Norm 1.8884] [5.08s/it] [0.141s/file] [0.0000707 LR] [32768 LS] [56.5%AttSc] [66.7%InfGANAcc]
  53. 21279 [Train_loss:0.7174 Avg:0.6869] [Grad Norm 2.3620] [4.96s/it] [0.138s/file] [0.0000707 LR] [32768 LS] [54.0%AttSc] [91.7%InfGANAcc]
  54. 21280 [Train_loss:0.6857 Avg:0.6868] [Grad Norm 2.4607] [2.82s/it] [0.078s/file] [0.0000707 LR] [32768 LS] [57.3%AttSc] [83.3%InfGANAcc]
  55. 21281 [Train_loss:0.6269 Avg:0.6865] [Grad Norm 2.1308] [4.38s/it] [0.122s/file] [0.0000707 LR] [32768 LS] [59.1%AttSc] [66.7%InfGANAcc]
  56. 21282 [Train_loss:0.6430 Avg:0.6863] [Grad Norm 1.6922] [3.36s/it] [0.093s/file] [0.0000707 LR] [32768 LS] [52.5%AttSc] [91.7%InfGANAcc]
  57. 21283 [Train_loss:0.6467 Avg:0.6862] [Grad Norm 1.7349] [4.64s/it] [0.129s/file] [0.0000707 LR] [32768 LS] [51.9%AttSc] [91.7%InfGANAcc]
  58. 21284 [Train_loss:0.6680 Avg:0.6862] [Grad Norm 2.2460] [3.42s/it] [0.095s/file] [0.0000707 LR] [32768 LS] [55.9%AttSc] [83.3%InfGANAcc]
  59. 21285 [Train_loss:0.6700 Avg:0.6862] [Grad Norm 2.0682] [4.58s/it] [0.127s/file] [0.0000707 LR] [32768 LS] [52.9%AttSc] [66.7%InfGANAcc]
  60. 21286 [Train_loss:0.6410 Avg:0.6862] [Grad Norm 1.8819] [4.16s/it] [0.116s/file] [0.0000707 LR] [32768 LS] [55.4%AttSc] [83.3%InfGANAcc]
  61. Iter: : 6%|████████▌ | 329/5598 [25:02<6:41:09, 4.57s/iter]21287 [Train_loss:0.6338 Avg:0.6860] [Grad Norm 13.2987] [4.88s/it] [0.136s/file] [0.0000707 LR] [32768 LS] [54.8%AttSc] [83.3%InfGANAcc]
  62. 21288 [Train_loss:0.6494 Avg:0.6860] [Grad Norm 2.1538] [3.88s/it] [0.108s/file] [0.0000707 LR] [32768 LS] [55.6%AttSc] [75.0%InfGANAcc]
  63. 21289 [Train_loss:0.6731 Avg:0.6861] [Grad Norm 2.2144] [3.64s/it] [0.101s/file] [0.0000707 LR] [32768 LS] [54.2%AttSc] [83.3%InfGANAcc]
  64. 21290 [Train_loss:0.7001 Avg:0.6861] [Grad Norm 2.7364] [3.63s/it] [0.101s/file] [0.0000707 LR] [32768 LS] [52.4%AttSc] [91.7%InfGANAcc]
  65. 21291 [Train_loss:0.7157 Avg:0.6864] [Grad Norm 1.9652] [4.88s/it] [0.135s/file] [0.0000707 LR] [32768 LS] [49.6%AttSc] [100.0%InfGANAcc]
  66. 21292 [Train_loss:0.6579 Avg:0.6861] [Grad Norm 469.4708] [2.86s/it] [0.079s/file] [0.0000707 LR] [32768 LS] [57.4%AttSc] [58.3%InfGANAcc]
  67. 21293 [Train_loss:0.6725 Avg:0.6861] [Grad Norm 2.4105] [3.80s/it] [0.106s/file] [0.0000707 LR] [32768 LS] [57.0%AttSc] [66.7%InfGANAcc]
  68. Iter: : 6%|████████▋ | 336/5598 [25:30<6:39:33, 4.56s/iter]21294 [Train_loss:0.6394 Avg:0.6862] [Grad Norm 2.2642] [5.20s/it] [0.144s/file] [0.0000707 LR] [32768 LS] [56.0%AttSc] [58.3%InfGANAcc]
  69. 21295 [Train_loss:0.6292 Avg:0.6861] [Grad Norm 1.7732] [5.13s/it] [0.143s/file] [0.0000707 LR] [32768 LS] [49.2%AttSc] [83.3%InfGANAcc]
  70. 21296 [Train_loss:0.5768 Avg:0.6858] [Grad Norm 2.2511] [3.92s/it] [0.109s/file] [0.0000707 LR] [32768 LS] [58.0%AttSc] [66.7%InfGANAcc]
  71. 21297 [Train_loss:0.6420 Avg:0.6857] [Grad Norm 2.1225] [4.60s/it] [0.128s/file] [0.0000707 LR] [32768 LS] [58.1%AttSc] [50.0%InfGANAcc]
  72. 21298 [Train_loss:0.6413 Avg:0.6853] [Grad Norm 2.2227] [4.06s/it] [0.113s/file] [0.0000707 LR] [32768 LS] [57.7%AttSc] [41.7%InfGANAcc]
  73. 21299 [Train_loss:0.6767 Avg:0.6850] [Grad Norm 1.9509] [3.57s/it] [0.099s/file] [0.0000707 LR] [32768 LS] [57.8%AttSc] [66.7%InfGANAcc]
  74. 21300 [Train_loss:0.6720 Avg:0.6848] [Grad Norm 1.8733] [4.34s/it] [0.121s/file] [0.0000707 LR] [32768 LS] [58.1%AttSc] [58.3%InfGANAcc]
  75. 21301 [Train_loss:0.6678 Avg:0.6847] [Grad Norm 1.8633] [3.64s/it] [0.101s/file] [0.0000707 LR] [32768 LS] [55.1%AttSc] [66.7%InfGANAcc]
  76. 21302 [Train_loss:0.6065 Avg:0.6843] [Grad Norm 2.0200] [5.11s/it] [0.142s/file] [0.0000707 LR] [32768 LS] [55.2%AttSc] [58.3%InfGANAcc]
  77. 21303 [Train_loss:0.6038 Avg:0.6841] [Grad Norm 1.8397] [4.94s/it] [0.137s/file] [0.0000707 LR] [32768 LS] [55.4%AttSc] [66.7%InfGANAcc]
  78. 21304 [Train_loss:0.6709 Avg:0.6844] [Grad Norm 2.1567] [4.34s/it] [0.121s/file] [0.0000707 LR] [32768 LS] [56.5%AttSc] [33.3%InfGANAcc]
  79. 21305 [Train_loss:0.6963 Avg:0.6847] [Grad Norm 2.1175] [4.16s/it] [0.116s/file] [0.0000707 LR] [32768 LS] [57.6%AttSc] [58.3%InfGANAcc]
  80. 21306 [Train_loss:0.6863 Avg:0.6847] [Grad Norm 2.3143] [4.83s/it] [0.134s/file] [0.0000707 LR] [32768 LS] [55.9%AttSc] [75.0%InfGANAcc]
  81. 21307 [Train_loss:0.6974 Avg:0.6847] [Grad Norm 2.0697] [3.29s/it] [0.091s/file] [0.0000707 LR] [32768 LS] [44.0%AttSc] [50.0%InfGANAcc]
  82. 21308 [Train_loss:0.6930 Avg:0.6845] [Grad Norm 41980.3164] [4.31s/it] [0.120s/file] [0.0000707 LR] [32768 LS] [48.3%AttSc] [66.7%InfGANAcc]
  83. 21309 [Train_loss:0.6323 Avg:0.6838] [Grad Norm 2.0510] [4.06s/it] [0.113s/file] [0.0000707 LR] [32768 LS] [55.9%AttSc] [75.0%InfGANAcc]
  84. 21310 [Train_loss:0.6513 Avg:0.6832] [Grad Norm 1.6894] [4.74s/it] [0.132s/file] [0.0000707 LR] [32768 LS] [55.7%AttSc] [66.7%InfGANAcc]
  85.  
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