curve_1053_epo500_dnn_h20.txt

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Epoch 0: train loss = 2.89 dev loss=2.81 (206.127 sec)
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Epoch 1: train loss = 2.56 dev loss=2.39 (192.183 sec)
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Epoch 2: train loss = 2.32 dev loss=2.25 (195.178 sec)
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Epoch 3: train loss = 2.20 dev loss=2.15 (197.607 sec)
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Epoch 4: train loss = 2.11 dev loss=2.06 (192.185 sec)
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Epoch 5: train loss = 2.03 dev loss=2.00 (196.677 sec)
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Epoch 6: train loss = 1.97 dev loss=1.93 (197.133 sec)
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Epoch 7: train loss = 1.90 dev loss=1.85 (199.041 sec)
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Epoch 8: train loss = 1.83 dev loss=1.79 (194.918 sec)
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Epoch 9: train loss = 1.76 dev loss=1.72 (194.701 sec)
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Epoch 10: train loss = 1.70 dev loss=1.65 (195.050 sec)
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Epoch 11: train loss = 1.63 dev loss=1.59 (203.266 sec)
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Epoch 12: train loss = 1.57 dev loss=1.53 (199.534 sec)
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Epoch 13: train loss = 1.50 dev loss=1.47 (198.375 sec)
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Epoch 14: train loss = 1.44 dev loss=1.41 (201.454 sec)
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Epoch 15: train loss = 1.38 dev loss=1.35 (200.519 sec)
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Epoch 16: train loss = 1.33 dev loss=1.30 (200.720 sec)
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Epoch 17: train loss = 1.27 dev loss=1.26 (196.696 sec)
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Epoch 18: train loss = 1.22 dev loss=1.22 (199.075 sec)
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Epoch 19: train loss = 1.18 dev loss=1.17 (192.359 sec)
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Epoch 20: train loss = 1.14 dev loss=1.14 (199.104 sec)
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Epoch 21: train loss = 1.10 dev loss=1.10 (197.801 sec)
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Epoch 22: train loss = 1.06 dev loss=1.08 (194.181 sec)
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Epoch 23: train loss = 1.03 dev loss=1.04 (200.160 sec)
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Epoch 24: train loss = 1.00 dev loss=1.02 (195.770 sec)
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Epoch 25: train loss = 0.97 dev loss=1.00 (196.631 sec)
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Epoch 26: train loss = 0.94 dev loss=0.97 (193.668 sec)
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Epoch 27: train loss = 0.92 dev loss=0.96 (194.515 sec)
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Epoch 28: train loss = 0.90 dev loss=0.94 (195.945 sec)
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Epoch 29: train loss = 0.88 dev loss=0.93 (196.193 sec)
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Epoch 30: train loss = 0.86 dev loss=0.92 (197.625 sec)
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Epoch 31: train loss = 0.84 dev loss=0.90 (196.347 sec)
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Epoch 32: train loss = 0.83 dev loss=0.89 (197.192 sec)
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Epoch 33: train loss = 0.81 dev loss=0.88 (195.684 sec)
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Epoch 34: train loss = 0.80 dev loss=0.87 (192.986 sec)
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Epoch 35: train loss = 0.78 dev loss=0.86 (194.297 sec)
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Epoch 36: train loss = 0.77 dev loss=0.84 (196.986 sec)
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Epoch 37: train loss = 0.76 dev loss=0.84 (195.925 sec)
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Epoch 38: train loss = 0.75 dev loss=0.83 (192.590 sec)
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Epoch 39: train loss = 0.74 dev loss=0.82 (191.862 sec)
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Epoch 40: train loss = 0.72 dev loss=0.81 (196.958 sec)
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Epoch 41: train loss = 0.72 dev loss=0.80 (196.675 sec)
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Epoch 42: train loss = 0.71 dev loss=0.79 (194.159 sec)
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Epoch 43: train loss = 0.70 dev loss=0.80 (193.570 sec)
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Epoch 44: train loss = 0.69 dev loss=0.78 (196.525 sec)
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Epoch 45: train loss = 0.68 dev loss=0.77 (196.781 sec)
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Epoch 46: train loss = 0.67 dev loss=0.76 (195.407 sec)
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Epoch 47: train loss = 0.67 dev loss=0.75 (196.975 sec)
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Epoch 48: train loss = 0.66 dev loss=0.75 (196.087 sec)
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Epoch 49: train loss = 0.65 dev loss=0.75 (195.367 sec)
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Epoch 50: train loss = 0.65 dev loss=0.74 (200.316 sec)
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Epoch 51: train loss = 0.64 dev loss=0.73 (194.763 sec)
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Epoch 52: train loss = 0.63 dev loss=0.73 (196.635 sec)
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Epoch 53: train loss = 0.63 dev loss=0.72 (194.422 sec)
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Epoch 54: train loss = 0.62 dev loss=0.71 (194.271 sec)
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Epoch 55: train loss = 0.61 dev loss=0.71 (196.378 sec)
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Epoch 56: train loss = 0.61 dev loss=0.70 (193.290 sec)
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Epoch 57: train loss = 0.60 dev loss=0.70 (192.769 sec)
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Epoch 58: train loss = 0.60 dev loss=0.70 (193.760 sec)
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Epoch 59: train loss = 0.60 dev loss=0.70 (195.177 sec)
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Epoch 60: train loss = 0.59 dev loss=0.70 (195.470 sec)
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Epoch 61: train loss = 0.59 dev loss=0.69 (193.874 sec)
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Epoch 62: train loss = 0.58 dev loss=0.68 (197.672 sec)
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Epoch 63: train loss = 0.58 dev loss=0.69 (196.021 sec)
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Epoch 64: train loss = 0.57 dev loss=0.69 (194.165 sec)
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Epoch 65: train loss = 0.57 dev loss=0.69 (195.543 sec)
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Epoch 66: train loss = 0.57 dev loss=0.68 (192.760 sec)
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Epoch 67: train loss = 0.58 dev loss=0.68 (196.984 sec)
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Epoch 68: train loss = 0.56 dev loss=0.67 (197.392 sec)
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Epoch 69: train loss = 0.56 dev loss=0.68 (195.819 sec)
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Epoch 70: train loss = 0.56 dev loss=0.68 (191.811 sec)
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Epoch 71: train loss = 0.56 dev loss=0.68 (199.094 sec)
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Epoch 72: train loss = 0.55 dev loss=0.67 (194.609 sec)
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Epoch 73: train loss = 0.55 dev loss=0.66 (197.494 sec)
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Epoch 74: train loss = 0.55 dev loss=0.67 (194.675 sec)
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Epoch 75: train loss = 0.55 dev loss=0.67 (194.670 sec)
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Epoch 76: train loss = 0.54 dev loss=0.67 (196.359 sec)
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Epoch 77: train loss = 0.56 dev loss=0.74 (195.086 sec)
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Epoch 78: train loss = 0.58 dev loss=0.67 (197.320 sec)
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Epoch 79: train loss = 0.53 dev loss=0.66 (194.878 sec)
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Epoch 80: train loss = 0.53 dev loss=0.66 (195.749 sec)
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Epoch 81: train loss = 0.53 dev loss=0.65 (197.005 sec)
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Epoch 82: train loss = 0.53 dev loss=0.65 (197.527 sec)
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Epoch 83: train loss = 0.53 dev loss=0.65 (194.817 sec)
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Epoch 84: train loss = 0.52 dev loss=0.65 (201.163 sec)
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Epoch 85: train loss = 0.52 dev loss=0.65 (194.843 sec)
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Epoch 86: train loss = 0.52 dev loss=0.65 (198.847 sec)
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Epoch 87: train loss = 0.52 dev loss=0.67 (196.175 sec)
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Epoch 88: train loss = 0.54 dev loss=0.65 (193.473 sec)
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Epoch 89: train loss = 0.52 dev loss=0.65 (193.131 sec)
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Epoch 90: train loss = 0.52 dev loss=0.65 (200.019 sec)
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Epoch 91: train loss = 0.52 dev loss=0.65 (194.265 sec)
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Epoch 92: train loss = 0.51 dev loss=0.65 (195.111 sec)
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Epoch 93: train loss = 0.51 dev loss=0.65 (196.048 sec)
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Epoch 94: train loss = 0.52 dev loss=0.66 (197.922 sec)
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Epoch 95: train loss = 0.51 dev loss=0.64 (198.182 sec)
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Epoch 96: train loss = 0.51 dev loss=0.65 (194.837 sec)
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Epoch 97: train loss = 0.51 dev loss=0.64 (198.677 sec)
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Epoch 98: train loss = 0.50 dev loss=0.64 (197.267 sec)
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Epoch 99: train loss = 0.51 dev loss=0.66 (200.016 sec)
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Epoch 100: train loss = 0.51 dev loss=0.64 (195.921 sec)
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Epoch 101: train loss = 0.50 dev loss=0.64 (197.128 sec)
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Epoch 102: train loss = 0.50 dev loss=0.65 (192.396 sec)
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Epoch 103: train loss = 0.50 dev loss=0.65 (194.571 sec)
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Epoch 104: train loss = 0.53 dev loss=0.67 (199.089 sec)
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Epoch 105: train loss = 0.51 dev loss=0.64 (194.285 sec)
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Epoch 106: train loss = 0.49 dev loss=0.64 (197.207 sec)
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Epoch 107: train loss = 0.49 dev loss=0.64 (194.963 sec)
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Epoch 108: train loss = 0.49 dev loss=0.64 (197.044 sec)
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Epoch 109: train loss = 0.49 dev loss=0.64 (197.007 sec)
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Epoch 110: train loss = 0.49 dev loss=0.64 (196.867 sec)
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Epoch 111: train loss = 0.49 dev loss=0.64 (198.627 sec)
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Epoch 112: train loss = 0.48 dev loss=0.64 (198.422 sec)
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Epoch 113: train loss = 0.50 dev loss=0.65 (199.058 sec)
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Epoch 114: train loss = 0.49 dev loss=0.64 (199.359 sec)
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Epoch 115: train loss = 0.49 dev loss=0.64 (196.665 sec)
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Epoch 116: train loss = 0.52 dev loss=0.65 (198.935 sec)
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Epoch 117: train loss = 0.49 dev loss=0.64 (196.694 sec)
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Epoch 118: train loss = 0.48 dev loss=0.64 (196.425 sec)
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Epoch 119: train loss = 0.48 dev loss=0.63 (194.812 sec)
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Epoch 120: train loss = 0.48 dev loss=0.64 (197.352 sec)
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Epoch 121: train loss = 0.48 dev loss=0.63 (198.351 sec)
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Epoch 122: train loss = 0.48 dev loss=0.64 (199.683 sec)
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Epoch 123: train loss = 0.53 dev loss=0.66 (193.800 sec)
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Epoch 124: train loss = 0.49 dev loss=0.64 (197.589 sec)
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Epoch 125: train loss = 0.47 dev loss=0.64 (197.090 sec)
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Epoch 126: train loss = 0.47 dev loss=0.64 (196.224 sec)
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Epoch 127: train loss = 0.47 dev loss=0.64 (196.030 sec)
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Epoch 128: train loss = 0.47 dev loss=0.66 (194.058 sec)
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Epoch 129: train loss = 0.47 dev loss=0.64 (198.366 sec)
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Epoch 130: train loss = 0.47 dev loss=0.64 (197.583 sec)
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Epoch 131: train loss = 0.47 dev loss=0.64 (195.174 sec)
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Epoch 132: train loss = 0.47 dev loss=0.63 (196.422 sec)
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Epoch 133: train loss = 0.48 dev loss=0.64 (195.400 sec)
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Epoch 134: train loss = 0.60 dev loss=0.64 (199.188 sec)
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Epoch 135: train loss = 0.47 dev loss=0.64 (196.345 sec)
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Epoch 136: train loss = 0.46 dev loss=0.63 (197.337 sec)
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Epoch 137: train loss = 0.46 dev loss=0.63 (197.010 sec)
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Epoch 138: train loss = 0.46 dev loss=0.63 (194.063 sec)
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Epoch 139: train loss = 0.50 dev loss=0.64 (197.631 sec)
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Epoch 140: train loss = 0.46 dev loss=0.63 (195.604 sec)
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Epoch 141: train loss = 0.46 dev loss=0.63 (193.419 sec)
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Epoch 142: train loss = 0.46 dev loss=0.64 (195.570 sec)
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Epoch 143: train loss = 0.46 dev loss=0.63 (197.183 sec)
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Epoch 144: train loss = 0.46 dev loss=0.63 (197.883 sec)
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Epoch 145: train loss = 0.46 dev loss=0.64 (198.706 sec)
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Epoch 146: train loss = 0.46 dev loss=0.63 (197.733 sec)
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Epoch 147: train loss = 0.46 dev loss=0.64 (196.804 sec)
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Epoch 148: train loss = 0.46 dev loss=0.63 (196.778 sec)
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Epoch 149: train loss = 0.46 dev loss=0.64 (195.315 sec)
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Epoch 150: train loss = 0.50 dev loss=0.64 (194.571 sec)
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Epoch 151: train loss = 0.46 dev loss=0.63 (197.399 sec)
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Epoch 152: train loss = 0.46 dev loss=0.64 (195.022 sec)
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Epoch 153: train loss = 0.46 dev loss=0.64 (195.920 sec)
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Epoch 154: train loss = 0.52 dev loss=0.64 (196.234 sec)
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Epoch 155: train loss = 0.46 dev loss=0.63 (193.524 sec)
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Epoch 156: train loss = 0.45 dev loss=0.63 (196.223 sec)
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Epoch 157: train loss = 0.45 dev loss=0.63 (197.104 sec)
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Epoch 158: train loss = 0.45 dev loss=0.64 (200.623 sec)
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Epoch 159: train loss = 0.45 dev loss=0.63 (195.741 sec)
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Epoch 160: train loss = 0.44 dev loss=0.64 (196.343 sec)
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Epoch 161: train loss = 0.45 dev loss=0.64 (196.187 sec)
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Epoch 162: train loss = 0.45 dev loss=0.64 (196.262 sec)
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Epoch 163: train loss = 0.45 dev loss=0.64 (197.912 sec)
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Epoch 164: train loss = 0.46 dev loss=0.63 (198.229 sec)
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Epoch 165: train loss = 0.45 dev loss=0.65 (198.423 sec)
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Epoch 166: train loss = 0.47 dev loss=0.64 (197.935 sec)
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Epoch 167: train loss = 0.46 dev loss=0.65 (193.402 sec)
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Epoch 168: train loss = 0.45 dev loss=0.64 (197.823 sec)
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Epoch 169: train loss = 0.44 dev loss=0.64 (197.291 sec)
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Epoch 170: train loss = 0.44 dev loss=0.63 (196.493 sec)
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Epoch 171: train loss = 0.47 dev loss=0.74 (197.298 sec)
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Epoch 172: train loss = 0.56 dev loss=0.64 (196.239 sec)
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Epoch 173: train loss = 0.45 dev loss=0.64 (198.793 sec)
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Epoch 174: train loss = 0.44 dev loss=0.63 (198.058 sec)
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Epoch 175: train loss = 0.44 dev loss=0.64 (197.265 sec)
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Epoch 176: train loss = 0.44 dev loss=0.63 (198.529 sec)
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Epoch 177: train loss = 0.44 dev loss=0.63 (195.574 sec)
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Epoch 178: train loss = 0.44 dev loss=0.64 (196.173 sec)
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Epoch 179: train loss = 0.43 dev loss=0.63 (199.332 sec)
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Epoch 180: train loss = 0.44 dev loss=0.64 (194.701 sec)
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Epoch 181: train loss = 0.45 dev loss=0.64 (194.716 sec)
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Epoch 182: train loss = 0.44 dev loss=0.64 (194.809 sec)
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Epoch 183: train loss = 0.44 dev loss=0.64 (198.907 sec)
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Epoch 184: train loss = 0.44 dev loss=0.64 (194.106 sec)
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Epoch 185: train loss = 0.46 dev loss=0.64 (197.509 sec)
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Epoch 186: train loss = 0.44 dev loss=0.64 (194.756 sec)
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Epoch 187: train loss = 0.44 dev loss=0.64 (194.423 sec)
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Epoch 188: train loss = 0.44 dev loss=0.64 (198.449 sec)
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Epoch 189: train loss = 0.43 dev loss=0.63 (201.442 sec)
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Epoch 190: train loss = 0.44 dev loss=0.64 (196.746 sec)
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Epoch 191: train loss = 0.44 dev loss=0.64 (192.275 sec)
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Epoch 192: train loss = 0.44 dev loss=0.64 (195.765 sec)
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Epoch 193: train loss = 0.44 dev loss=0.64 (197.125 sec)
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Epoch 194: train loss = 0.53 dev loss=0.96 (197.547 sec)
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Epoch 195: train loss = 0.55 dev loss=0.64 (199.162 sec)
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Epoch 196: train loss = 0.44 dev loss=0.64 (197.943 sec)
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Epoch 197: train loss = 0.43 dev loss=0.63 (199.377 sec)
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Epoch 198: train loss = 0.43 dev loss=0.64 (193.909 sec)
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Epoch 199: train loss = 0.43 dev loss=0.65 (195.361 sec)
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Epoch 200: train loss = 0.42 dev loss=0.63 (195.270 sec)
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Epoch 201: train loss = 0.42 dev loss=0.64 (197.091 sec)
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Epoch 202: train loss = 0.42 dev loss=0.64 (195.436 sec)
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Epoch 203: train loss = 0.42 dev loss=0.64 (201.564 sec)
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Epoch 204: train loss = 0.42 dev loss=0.64 (197.142 sec)
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Epoch 205: train loss = 0.43 dev loss=0.65 (201.255 sec)
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Epoch 206: train loss = 0.43 dev loss=0.64 (198.033 sec)
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Epoch 207: train loss = 0.43 dev loss=0.65 (198.473 sec)
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Epoch 208: train loss = 0.42 dev loss=0.63 (199.633 sec)
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Epoch 209: train loss = 0.43 dev loss=0.65 (193.804 sec)
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Epoch 210: train loss = 0.44 dev loss=0.64 (194.374 sec)
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Epoch 211: train loss = 0.43 dev loss=0.65 (198.470 sec)
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Epoch 212: train loss = 0.44 dev loss=0.64 (190.637 sec)
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Epoch 213: train loss = 0.43 dev loss=0.64 (194.364 sec)
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Epoch 214: train loss = 0.42 dev loss=0.65 (195.838 sec)
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Epoch 215: train loss = 0.43 dev loss=0.66 (194.296 sec)
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Epoch 216: train loss = 0.51 dev loss=0.65 (196.921 sec)
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Epoch 217: train loss = 0.44 dev loss=0.63 (196.231 sec)
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Epoch 218: train loss = 0.42 dev loss=0.64 (197.613 sec)
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Epoch 219: train loss = 0.42 dev loss=0.64 (198.568 sec)
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Epoch 220: train loss = 0.42 dev loss=0.64 (197.821 sec)
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Epoch 221: train loss = 0.42 dev loss=0.64 (200.203 sec)
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Epoch 222: train loss = 0.42 dev loss=0.65 (196.340 sec)
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Epoch 223: train loss = 0.42 dev loss=0.64 (193.235 sec)
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Epoch 224: train loss = 0.42 dev loss=0.64 (193.676 sec)
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Epoch 225: train loss = 0.42 dev loss=0.64 (199.352 sec)
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Epoch 226: train loss = 0.46 dev loss=0.64 (196.361 sec)
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Epoch 227: train loss = 0.43 dev loss=0.64 (199.302 sec)
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Epoch 228: train loss = 0.43 dev loss=0.65 (196.623 sec)
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Epoch 229: train loss = 0.42 dev loss=0.63 (200.150 sec)
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Epoch 230: train loss = 0.42 dev loss=0.65 (198.213 sec)
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Epoch 231: train loss = 0.42 dev loss=0.64 (198.531 sec)
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Epoch 232: train loss = 0.43 dev loss=0.65 (198.628 sec)
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Epoch 233: train loss = 0.42 dev loss=0.64 (199.806 sec)
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Epoch 234: train loss = 0.41 dev loss=0.64 (197.163 sec)
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Epoch 235: train loss = 0.42 dev loss=0.64 (197.654 sec)
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Epoch 236: train loss = 0.42 dev loss=0.65 (198.390 sec)
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Epoch 237: train loss = 0.43 dev loss=0.65 (201.318 sec)
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Epoch 238: train loss = 0.45 dev loss=0.65 (195.806 sec)
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Epoch 239: train loss = 0.42 dev loss=0.65 (199.365 sec)
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Epoch 240: train loss = 0.42 dev loss=0.64 (197.400 sec)
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Epoch 241: train loss = 0.41 dev loss=0.65 (198.951 sec)
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Epoch 242: train loss = 0.41 dev loss=0.64 (199.650 sec)
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Epoch 243: train loss = 0.42 dev loss=0.65 (200.238 sec)
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Epoch 244: train loss = 0.43 dev loss=0.65 (195.536 sec)
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Epoch 245: train loss = 0.42 dev loss=0.65 (201.129 sec)
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Epoch 246: train loss = 0.42 dev loss=0.65 (197.313 sec)
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Epoch 247: train loss = 0.41 dev loss=0.64 (201.871 sec)
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Epoch 248: train loss = 0.41 dev loss=0.64 (199.396 sec)
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Epoch 249: train loss = 0.63 dev loss=0.64 (199.115 sec)
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Epoch 250: train loss = 0.43 dev loss=0.64 (199.762 sec)
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Epoch 251: train loss = 0.42 dev loss=0.64 (198.924 sec)
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Epoch 252: train loss = 0.41 dev loss=0.64 (198.874 sec)
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Epoch 253: train loss = 0.41 dev loss=0.64 (198.555 sec)
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Epoch 254: train loss = 0.40 dev loss=0.64 (200.112 sec)
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Epoch 255: train loss = 0.40 dev loss=0.64 (200.569 sec)
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Epoch 256: train loss = 0.40 dev loss=0.65 (196.285 sec)
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Epoch 257: train loss = 0.41 dev loss=0.65 (199.204 sec)
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Epoch 258: train loss = 0.41 dev loss=0.65 (197.829 sec)
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Epoch 259: train loss = 0.41 dev loss=0.65 (196.400 sec)
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Epoch 260: train loss = 0.41 dev loss=0.65 (197.598 sec)
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Epoch 261: train loss = 0.44 dev loss=0.68 (198.473 sec)
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Epoch 262: train loss = 0.54 dev loss=0.65 (196.680 sec)
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Epoch 263: train loss = 0.43 dev loss=0.64 (198.749 sec)
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Epoch 264: train loss = 0.41 dev loss=0.65 (201.059 sec)
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Epoch 265: train loss = 0.41 dev loss=0.64 (197.995 sec)
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Epoch 266: train loss = 0.40 dev loss=0.64 (196.831 sec)
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Epoch 267: train loss = 0.41 dev loss=0.65 (194.749 sec)
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Epoch 268: train loss = 0.41 dev loss=0.65 (196.501 sec)
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Epoch 269: train loss = 0.41 dev loss=0.65 (200.661 sec)
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Epoch 270: train loss = 0.40 dev loss=0.64 (200.711 sec)
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Epoch 271: train loss = 0.41 dev loss=0.65 (199.650 sec)
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Epoch 272: train loss = 0.41 dev loss=0.65 (194.887 sec)
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Epoch 273: train loss = 0.40 dev loss=0.64 (197.604 sec)
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Epoch 274: train loss = 0.40 dev loss=0.66 (196.942 sec)
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Epoch 275: train loss = 0.41 dev loss=0.65 (195.771 sec)
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Epoch 276: train loss = 0.41 dev loss=0.64 (198.521 sec)
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Epoch 277: train loss = 0.42 dev loss=0.67 (198.127 sec)
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Epoch 278: train loss = 0.53 dev loss=0.65 (200.543 sec)
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Epoch 279: train loss = 0.42 dev loss=0.64 (200.385 sec)
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Epoch 280: train loss = 0.41 dev loss=0.65 (197.866 sec)
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Epoch 281: train loss = 0.40 dev loss=0.64 (198.596 sec)
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Epoch 282: train loss = 0.40 dev loss=0.65 (193.860 sec)
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Epoch 283: train loss = 0.40 dev loss=0.65 (197.757 sec)
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Epoch 284: train loss = 0.40 dev loss=0.65 (199.986 sec)
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Epoch 285: train loss = 0.40 dev loss=0.65 (197.312 sec)
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Epoch 286: train loss = 0.40 dev loss=0.65 (198.940 sec)
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Epoch 287: train loss = 0.40 dev loss=0.65 (200.713 sec)
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Epoch 288: train loss = 0.40 dev loss=0.66 (196.797 sec)
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Epoch 289: train loss = 0.41 dev loss=0.65 (197.911 sec)
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Epoch 290: train loss = 0.42 dev loss=0.65 (197.282 sec)
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Epoch 291: train loss = 0.41 dev loss=0.66 (201.436 sec)
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Epoch 292: train loss = 0.41 dev loss=0.66 (200.403 sec)
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Epoch 293: train loss = 0.44 dev loss=0.79 (197.166 sec)
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Epoch 294: train loss = 0.60 dev loss=0.65 (200.144 sec)
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Epoch 295: train loss = 0.42 dev loss=0.65 (198.592 sec)
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Epoch 296: train loss = 0.41 dev loss=0.65 (198.435 sec)
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Epoch 297: train loss = 0.40 dev loss=0.65 (198.034 sec)
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Epoch 298: train loss = 0.40 dev loss=0.65 (199.115 sec)
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Epoch 299: train loss = 0.40 dev loss=0.65 (200.897 sec)
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Epoch 300: train loss = 0.39 dev loss=0.65 (198.025 sec)
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Epoch 301: train loss = 0.39 dev loss=0.66 (196.052 sec)
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Epoch 302: train loss = 0.39 dev loss=0.65 (204.228 sec)
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Epoch 303: train loss = 0.40 dev loss=0.65 (197.459 sec)
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Epoch 304: train loss = 0.40 dev loss=0.65 (198.679 sec)
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Epoch 305: train loss = 0.40 dev loss=0.65 (201.266 sec)
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Epoch 306: train loss = 0.40 dev loss=0.65 (197.419 sec)
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Epoch 307: train loss = 0.40 dev loss=0.66 (200.440 sec)
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Epoch 308: train loss = 0.40 dev loss=0.66 (196.512 sec)
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Epoch 309: train loss = 0.41 dev loss=0.66 (195.877 sec)
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Epoch 310: train loss = 0.40 dev loss=0.65 (200.205 sec)
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Epoch 311: train loss = 0.42 dev loss=0.66 (199.259 sec)
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Epoch 312: train loss = 0.41 dev loss=0.66 (196.235 sec)
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Epoch 313: train loss = 0.41 dev loss=0.65 (199.143 sec)
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Epoch 314: train loss = 0.40 dev loss=0.65 (200.148 sec)
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Epoch 315: train loss = 0.40 dev loss=0.65 (200.406 sec)
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Epoch 316: train loss = 0.40 dev loss=0.65 (196.817 sec)
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Epoch 317: train loss = 0.40 dev loss=0.65 (200.439 sec)
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Epoch 318: train loss = 0.41 dev loss=0.65 (201.931 sec)
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Epoch 319: train loss = 0.40 dev loss=0.66 (198.311 sec)
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Epoch 320: train loss = 0.40 dev loss=0.65 (195.283 sec)
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Epoch 321: train loss = 0.40 dev loss=0.67 (199.608 sec)
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Epoch 322: train loss = 0.41 dev loss=0.65 (198.358 sec)
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Epoch 323: train loss = 0.41 dev loss=0.65 (201.271 sec)
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Epoch 324: train loss = 0.40 dev loss=0.65 (196.878 sec)
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Epoch 325: train loss = 0.40 dev loss=0.66 (199.461 sec)
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Epoch 326: train loss = 0.39 dev loss=0.66 (196.072 sec)
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Epoch 327: train loss = 0.39 dev loss=0.66 (197.275 sec)
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Epoch 328: train loss = 0.50 dev loss=0.75 (200.926 sec)
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Epoch 329: train loss = 0.46 dev loss=0.65 (199.128 sec)
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Epoch 330: train loss = 0.40 dev loss=0.65 (195.438 sec)
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Epoch 331: train loss = 0.40 dev loss=0.65 (197.790 sec)
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Epoch 332: train loss = 0.39 dev loss=0.66 (200.029 sec)
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Epoch 333: train loss = 0.39 dev loss=0.65 (194.715 sec)
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Epoch 334: train loss = 0.39 dev loss=0.66 (197.499 sec)
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Epoch 335: train loss = 0.39 dev loss=0.67 (199.739 sec)
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Epoch 336: train loss = 0.43 dev loss=0.66 (196.769 sec)
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Epoch 337: train loss = 0.39 dev loss=0.65 (200.573 sec)
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Epoch 338: train loss = 0.39 dev loss=0.67 (198.650 sec)
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Epoch 339: train loss = 0.40 dev loss=0.69 (197.931 sec)
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Epoch 340: train loss = 0.43 dev loss=0.65 (196.929 sec)
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Epoch 341: train loss = 0.39 dev loss=0.66 (201.454 sec)
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Epoch 342: train loss = 0.39 dev loss=0.66 (195.943 sec)
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Epoch 343: train loss = 0.39 dev loss=0.67 (199.173 sec)
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Epoch 344: train loss = 0.39 dev loss=0.67 (199.005 sec)
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Epoch 345: train loss = 0.39 dev loss=0.66 (197.346 sec)
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Epoch 346: train loss = 0.40 dev loss=0.66 (194.654 sec)
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Epoch 347: train loss = 0.40 dev loss=0.65 (196.432 sec)
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Epoch 348: train loss = 0.39 dev loss=0.66 (201.927 sec)
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Epoch 349: train loss = 0.39 dev loss=0.67 (197.457 sec)
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Epoch 350: train loss = 0.40 dev loss=0.65 (197.451 sec)
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Epoch 351: train loss = 0.50 dev loss=1.02 (197.285 sec)
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Epoch 352: train loss = 0.54 dev loss=0.65 (198.895 sec)
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Epoch 353: train loss = 0.41 dev loss=0.65 (200.562 sec)
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Epoch 354: train loss = 0.40 dev loss=0.66 (197.604 sec)
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Epoch 355: train loss = 0.39 dev loss=0.66 (199.116 sec)
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Epoch 356: train loss = 0.39 dev loss=0.66 (198.364 sec)
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Epoch 357: train loss = 0.38 dev loss=0.65 (199.354 sec)
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Epoch 358: train loss = 0.38 dev loss=0.66 (199.906 sec)
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Epoch 359: train loss = 0.38 dev loss=0.66 (199.885 sec)
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Epoch 360: train loss = 0.38 dev loss=0.66 (196.950 sec)
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Epoch 361: train loss = 0.38 dev loss=0.66 (202.122 sec)
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Epoch 362: train loss = 0.39 dev loss=0.66 (205.026 sec)
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Epoch 363: train loss = 0.39 dev loss=0.66 (198.634 sec)
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Epoch 364: train loss = 0.39 dev loss=0.66 (199.304 sec)
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Epoch 365: train loss = 0.39 dev loss=0.65 (202.081 sec)
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Epoch 366: train loss = 0.42 dev loss=0.66 (201.931 sec)
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Epoch 367: train loss = 0.53 dev loss=0.67 (206.272 sec)
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Epoch 368: train loss = 0.41 dev loss=0.65 (200.364 sec)
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Epoch 369: train loss = 0.39 dev loss=0.66 (201.712 sec)
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Epoch 370: train loss = 0.39 dev loss=0.66 (202.944 sec)
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Epoch 371: train loss = 0.38 dev loss=0.66 (200.236 sec)
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Epoch 372: train loss = 0.38 dev loss=0.66 (199.538 sec)
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Epoch 373: train loss = 0.41 dev loss=0.66 (201.216 sec)
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Epoch 374: train loss = 0.39 dev loss=0.65 (203.122 sec)
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Epoch 375: train loss = 0.38 dev loss=0.66 (200.423 sec)
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Epoch 376: train loss = 0.38 dev loss=0.65 (200.204 sec)
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Epoch 377: train loss = 0.38 dev loss=0.66 (199.873 sec)
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Epoch 378: train loss = 0.38 dev loss=0.66 (199.676 sec)
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Epoch 379: train loss = 0.44 dev loss=0.66 (199.062 sec)
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Epoch 380: train loss = 0.39 dev loss=0.66 (202.119 sec)
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Epoch 381: train loss = 0.38 dev loss=0.66 (199.902 sec)
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Epoch 382: train loss = 0.38 dev loss=0.66 (202.377 sec)
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Epoch 383: train loss = 0.39 dev loss=0.66 (198.089 sec)
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Epoch 384: train loss = 0.39 dev loss=0.66 (200.803 sec)
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Epoch 385: train loss = 0.39 dev loss=0.66 (199.873 sec)
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Epoch 386: train loss = 0.39 dev loss=0.66 (203.812 sec)
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Epoch 387: train loss = 0.39 dev loss=0.66 (196.037 sec)
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Epoch 388: train loss = 0.39 dev loss=0.66 (195.610 sec)
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Epoch 389: train loss = 0.40 dev loss=0.68 (196.841 sec)
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Epoch 390: train loss = 0.41 dev loss=0.66 (196.963 sec)
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Epoch 391: train loss = 0.39 dev loss=0.66 (199.863 sec)
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Epoch 392: train loss = 0.39 dev loss=0.66 (203.248 sec)
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Epoch 393: train loss = 0.40 dev loss=0.67 (198.868 sec)
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Epoch 394: train loss = 0.39 dev loss=0.67 (200.533 sec)
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Epoch 395: train loss = 0.39 dev loss=0.66 (198.637 sec)
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Epoch 396: train loss = 0.39 dev loss=0.66 (197.740 sec)
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Epoch 397: train loss = 0.39 dev loss=0.67 (200.670 sec)
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Epoch 398: train loss = 0.39 dev loss=0.66 (201.846 sec)
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Epoch 399: train loss = 0.38 dev loss=0.66 (196.883 sec)
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Epoch 400: train loss = 0.38 dev loss=0.67 (196.402 sec)
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Epoch 401: train loss = 0.39 dev loss=0.66 (205.945 sec)
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Epoch 402: train loss = 0.52 dev loss=1.08 (201.137 sec)
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Epoch 403: train loss = 0.52 dev loss=0.66 (202.220 sec)
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Epoch 404: train loss = 0.41 dev loss=0.66 (200.445 sec)
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Epoch 405: train loss = 0.39 dev loss=0.66 (201.243 sec)
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Epoch 406: train loss = 0.38 dev loss=0.66 (201.760 sec)
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Epoch 407: train loss = 0.38 dev loss=0.65 (199.941 sec)
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Epoch 408: train loss = 0.38 dev loss=0.66 (201.454 sec)
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Epoch 409: train loss = 0.38 dev loss=0.67 (202.064 sec)
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Epoch 410: train loss = 0.37 dev loss=0.66 (200.356 sec)
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Epoch 411: train loss = 0.37 dev loss=0.68 (198.423 sec)
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Epoch 412: train loss = 0.37 dev loss=0.67 (201.198 sec)
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Epoch 413: train loss = 0.38 dev loss=0.68 (201.148 sec)
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Epoch 414: train loss = 0.39 dev loss=0.66 (199.931 sec)
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Epoch 415: train loss = 0.38 dev loss=0.67 (199.563 sec)
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Epoch 416: train loss = 0.38 dev loss=0.67 (200.894 sec)
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Epoch 417: train loss = 0.38 dev loss=0.66 (199.170 sec)
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Epoch 418: train loss = 0.39 dev loss=0.67 (201.621 sec)
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Epoch 419: train loss = 0.47 dev loss=0.85 (198.706 sec)
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Epoch 420: train loss = 0.51 dev loss=0.66 (195.004 sec)
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Epoch 421: train loss = 0.40 dev loss=0.65 (199.990 sec)
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Epoch 422: train loss = 0.39 dev loss=0.67 (198.812 sec)
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Epoch 423: train loss = 0.38 dev loss=0.66 (199.311 sec)
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Epoch 424: train loss = 0.39 dev loss=0.66 (198.901 sec)
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Epoch 425: train loss = 0.38 dev loss=0.66 (198.688 sec)
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Epoch 426: train loss = 0.37 dev loss=0.67 (199.748 sec)
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Epoch 427: train loss = 0.37 dev loss=0.66 (194.763 sec)
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Epoch 428: train loss = 0.38 dev loss=0.66 (199.094 sec)
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Epoch 429: train loss = 0.37 dev loss=0.67 (200.283 sec)
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Epoch 430: train loss = 0.38 dev loss=0.67 (201.364 sec)
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Epoch 431: train loss = 0.38 dev loss=0.67 (198.541 sec)
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Epoch 432: train loss = 0.38 dev loss=0.67 (195.577 sec)
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Epoch 433: train loss = 0.38 dev loss=0.67 (198.839 sec)
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Epoch 434: train loss = 0.38 dev loss=0.68 (200.818 sec)
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Epoch 435: train loss = 0.38 dev loss=0.67 (201.527 sec)
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Epoch 436: train loss = 0.38 dev loss=0.67 (198.015 sec)
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Epoch 437: train loss = 0.56 dev loss=0.74 (199.310 sec)
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Epoch 438: train loss = 0.44 dev loss=0.66 (198.177 sec)
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Epoch 439: train loss = 0.39 dev loss=0.66 (201.789 sec)
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Epoch 440: train loss = 0.38 dev loss=0.66 (199.547 sec)
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Epoch 441: train loss = 0.38 dev loss=0.66 (201.652 sec)
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Epoch 442: train loss = 0.37 dev loss=0.67 (199.789 sec)
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Epoch 443: train loss = 0.37 dev loss=0.67 (199.661 sec)
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Epoch 444: train loss = 0.37 dev loss=0.66 (203.026 sec)
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Epoch 445: train loss = 0.37 dev loss=0.67 (203.626 sec)
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Epoch 446: train loss = 0.37 dev loss=0.67 (201.216 sec)
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Epoch 447: train loss = 0.37 dev loss=0.67 (201.378 sec)
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Epoch 448: train loss = 0.37 dev loss=0.68 (200.240 sec)
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Epoch 449: train loss = 0.37 dev loss=0.67 (199.265 sec)
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Epoch 450: train loss = 0.37 dev loss=0.67 (201.684 sec)
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Epoch 451: train loss = 0.39 dev loss=0.71 (200.016 sec)
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Epoch 452: train loss = 0.46 dev loss=0.68 (199.776 sec)
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Epoch 453: train loss = 0.40 dev loss=0.66 (201.068 sec)
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Epoch 454: train loss = 0.39 dev loss=0.67 (195.599 sec)
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Epoch 455: train loss = 0.38 dev loss=0.67 (200.099 sec)
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Epoch 456: train loss = 0.37 dev loss=0.66 (193.249 sec)
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Epoch 457: train loss = 0.38 dev loss=0.67 (201.561 sec)
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Epoch 458: train loss = 0.37 dev loss=0.67 (198.205 sec)
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Epoch 459: train loss = 0.37 dev loss=0.67 (201.312 sec)
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Epoch 460: train loss = 0.37 dev loss=0.68 (202.438 sec)
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Epoch 461: train loss = 0.38 dev loss=0.67 (199.111 sec)
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Epoch 462: train loss = 0.38 dev loss=0.66 (200.544 sec)
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Epoch 463: train loss = 0.38 dev loss=0.68 (197.177 sec)
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Epoch 464: train loss = 0.38 dev loss=0.69 (198.311 sec)
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Epoch 465: train loss = 0.39 dev loss=0.67 (200.760 sec)
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Epoch 466: train loss = 0.42 dev loss=0.67 (200.492 sec)
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Epoch 467: train loss = 0.42 dev loss=0.67 (201.127 sec)
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Epoch 468: train loss = 0.38 dev loss=0.66 (199.663 sec)
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Epoch 469: train loss = 0.38 dev loss=0.68 (198.142 sec)
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Epoch 470: train loss = 0.38 dev loss=0.67 (196.423 sec)
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Epoch 471: train loss = 0.37 dev loss=0.67 (199.564 sec)
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Epoch 472: train loss = 0.37 dev loss=0.66 (198.188 sec)
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Epoch 473: train loss = 0.37 dev loss=0.66 (201.979 sec)
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Epoch 474: train loss = 0.54 dev loss=0.67 (200.754 sec)
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Epoch 475: train loss = 0.40 dev loss=0.67 (197.543 sec)
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Epoch 476: train loss = 0.38 dev loss=0.67 (200.665 sec)
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Epoch 477: train loss = 0.38 dev loss=0.67 (201.822 sec)
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Epoch 478: train loss = 0.37 dev loss=0.67 (200.162 sec)
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Epoch 479: train loss = 0.37 dev loss=0.67 (198.281 sec)
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Epoch 480: train loss = 0.37 dev loss=0.68 (201.677 sec)
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Epoch 481: train loss = 0.37 dev loss=0.67 (198.481 sec)
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Epoch 482: train loss = 0.37 dev loss=0.67 (200.719 sec)
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Epoch 483: train loss = 0.37 dev loss=0.68 (197.933 sec)
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Epoch 484: train loss = 0.38 dev loss=0.68 (200.375 sec)
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Epoch 485: train loss = 0.37 dev loss=0.68 (197.155 sec)
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Epoch 486: train loss = 0.37 dev loss=0.67 (201.806 sec)
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Epoch 487: train loss = 0.38 dev loss=0.68 (197.498 sec)
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Epoch 488: train loss = 0.38 dev loss=0.66 (202.374 sec)
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Epoch 489: train loss = 0.38 dev loss=0.67 (198.300 sec)
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Epoch 490: train loss = 0.37 dev loss=0.67 (201.579 sec)
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Epoch 491: train loss = 0.42 dev loss=0.67 (199.861 sec)
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Epoch 492: train loss = 0.43 dev loss=0.67 (192.797 sec)
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Epoch 493: train loss = 0.40 dev loss=0.67 (199.963 sec)
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Epoch 494: train loss = 0.37 dev loss=0.67 (199.745 sec)
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Epoch 495: train loss = 0.37 dev loss=0.67 (199.612 sec)
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Epoch 496: train loss = 0.37 dev loss=0.67 (202.779 sec)
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Epoch 497: train loss = 0.38 dev loss=0.67 (201.162 sec)
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Epoch 498: train loss = 0.37 dev loss=0.67 (202.395 sec)
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Epoch 499: train loss = 0.37 dev loss=0.68 (201.467 sec)
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[INFO] Final testing...
Test loss:0.68, Test accuracy=0.840
[INFO] Prediction written to file Test_pred_1490131491.1826.npz
[INFO] ALL DONE