epoch 0: avg Loss = 4.297 / val Loss = 3.885 / dev BLEU = 0.0173
epoch 0 saved to 1
epoch 0 saved to 2
epoch 1: avg Loss = 4.097 / val Loss = 3.915 / dev BLEU = 0.0082
epoch 2: avg Loss = 4.264 / val Loss = 4.087 / dev BLEU = 0.0772
epoch 2 saved to 2
epoch 3: avg Loss = 4.375 / val Loss = 3.790 / dev BLEU = 0.0062
epoch 3 saved to 1
epoch 4: avg Loss = 4.298 / val Loss = 3.680 / dev BLEU = 0.0100
epoch 4 saved to 1
epoch 5: avg Loss = 4.204 / val Loss = 4.046 / dev BLEU = 0.0307
epoch 6: avg Loss = 4.167 / val Loss = 3.875 / dev BLEU = 0.0056
epoch 7: avg Loss = 4.189 / val Loss = 4.166 / dev BLEU = 0.0000
epoch 8: avg Loss = 4.199 / val Loss = 3.956 / dev BLEU = 0.0274
epoch 9: avg Loss = 4.158 / val Loss = 3.827 / dev BLEU = 0.0481
epoch 10: avg Loss = 4.125 / val Loss = 3.827 / dev BLEU = 0.0125
epoch 11: avg Loss = 4.047 / val Loss = 3.632 / dev BLEU = 0.0492
epoch 11 saved to 1
epoch 12: avg Loss = 4.040 / val Loss = 3.553 / dev BLEU = 0.0178
epoch 12 saved to 1
epoch 13: avg Loss = 4.019 / val Loss = 3.534 / dev BLEU = 0.0167
epoch 13 saved to 1
epoch 14: avg Loss = 3.970 / val Loss = 3.494 / dev BLEU = 0.0185
epoch 14 saved to 1
epoch 15: avg Loss = 3.939 / val Loss = 3.537 / dev BLEU = 0.0241
epoch 16: avg Loss = 3.900 / val Loss = 3.618 / dev BLEU = 0.0160
epoch 17: avg Loss = 3.876 / val Loss = 3.582 / dev BLEU = 0.0429
epoch 18: avg Loss = 3.849 / val Loss = 3.608 / dev BLEU = 0.0218
epoch 19: avg Loss = 3.818 / val Loss = 3.808 / dev BLEU = 0.0521
epoch 20: avg Loss = 3.831 / val Loss = 3.580 / dev BLEU = 0.0120
epoch 21: avg Loss = 3.807 / val Loss = 3.543 / dev BLEU = 0.0463
epoch 22: avg Loss = 3.768 / val Loss = 3.463 / dev BLEU = 0.0204
epoch 22 saved to 1
epoch 23: avg Loss = 3.731 / val Loss = 3.496 / dev BLEU = 0.0412
epoch 24: avg Loss = 3.701 / val Loss = 3.533 / dev BLEU = 0.0500
epoch 25: avg Loss = 3.691 / val Loss = 3.489 / dev BLEU = 0.0275
epoch 26: avg Loss = 3.670 / val Loss = 3.476 / dev BLEU = 0.0287
epoch 27: avg Loss = 3.653 / val Loss = 3.517 / dev BLEU = 0.0404
epoch 28: avg Loss = 3.648 / val Loss = 3.505 / dev BLEU = 0.0306
epoch 29: avg Loss = 3.642 / val Loss = 3.535 / dev BLEU = 0.0495
epoch 30: avg Loss = 3.628 / val Loss = 3.499 / dev BLEU = 0.0230
epoch 31: avg Loss = 3.614 / val Loss = 3.516 / dev BLEU = 0.0128
epoch 32: avg Loss = 3.603 / val Loss = 3.506 / dev BLEU = 0.0311
epoch 33: avg Loss = 3.601 / val Loss = 3.511 / dev BLEU = 0.0178
epoch 34: avg Loss = 3.594 / val Loss = 3.539 / dev BLEU = 0.0307
epoch 35: avg Loss = 3.584 / val Loss = 3.533 / dev BLEU = 0.0159
epoch 36: avg Loss = 3.585 / val Loss = 3.669 / dev BLEU = 0.0163
epoch 37: avg Loss = 3.583 / val Loss = 3.504 / dev BLEU = 0.0305
epoch 38: avg Loss = 3.572 / val Loss = 3.650 / dev BLEU = 0.0088
epoch 39: avg Loss = 3.578 / val Loss = 3.603 / dev BLEU = 0.0112
epoch 40: avg Loss = 3.573 / val Loss = 3.590 / dev BLEU = 0.0298
epoch 41: avg Loss = 3.568 / val Loss = 3.465 / dev BLEU = 0.0103
epoch 42: avg Loss = 3.558 / val Loss = 3.471 / dev BLEU = 0.0560
epoch 43: avg Loss = 3.553 / val Loss = 3.454 / dev BLEU = 0.0262
epoch 43 saved to 1
epoch 44: avg Loss = 3.530 / val Loss = 3.467 / dev BLEU = 0.0375
epoch 45: avg Loss = 3.517 / val Loss = 3.456 / dev BLEU = 0.0246
epoch 46: avg Loss = 3.508 / val Loss = 3.464 / dev BLEU = 0.0272
epoch 47: avg Loss = 3.485 / val Loss = 3.570 / dev BLEU = 0.0331
epoch 48: avg Loss = 3.487 / val Loss = 3.483 / dev BLEU = 0.0207
epoch 49: avg Loss = 3.477 / val Loss = 3.471 / dev BLEU = 0.0209
epoch 50: avg Loss = 3.464 / val Loss = 3.484 / dev BLEU = 0.0273
epoch 51: avg Loss = 3.451 / val Loss = 3.523 / dev BLEU = 0.0251
epoch 52: avg Loss = 3.442 / val Loss = 3.507 / dev BLEU = 0.0255
epoch 53: avg Loss = 3.437 / val Loss = 3.480 / dev BLEU = 0.0182
epoch 54: avg Loss = 3.424 / val Loss = 3.571 / dev BLEU = 0.0417
epoch 55: avg Loss = 3.415 / val Loss = 3.527 / dev BLEU = 0.0173
epoch 56: avg Loss = 3.410 / val Loss = 3.580 / dev BLEU = 0.0485
epoch 57: avg Loss = 3.405 / val Loss = 3.639 / dev BLEU = 0.0175
epoch 58: avg Loss = 3.403 / val Loss = 3.735 / dev BLEU = 0.2003
epoch 58 saved to 2
epoch 59: avg Loss = 3.409 / val Loss = 3.467 / dev BLEU = 0.0272
epoch 60: avg Loss = 3.400 / val Loss = 3.572 / dev BLEU = 0.0479
epoch 61: avg Loss = 3.388 / val Loss = 3.698 / dev BLEU = 0.0252
epoch 62: avg Loss = 3.376 / val Loss = 3.487 / dev BLEU = 0.0299
epoch 63: avg Loss = 3.367 / val Loss = 3.524 / dev BLEU = 0.0287
epoch 64: avg Loss = 3.352 / val Loss = 3.505 / dev BLEU = 0.0381
epoch 65: avg Loss = 3.344 / val Loss = 3.552 / dev BLEU = 0.0139
epoch 66: avg Loss = 3.322 / val Loss = 3.539 / dev BLEU = 0.0305
epoch 67: avg Loss = 3.312 / val Loss = 3.497 / dev BLEU = 0.0259
epoch 68: avg Loss = 3.304 / val Loss = 3.553 / dev BLEU = 0.0201
epoch 69: avg Loss = 3.293 / val Loss = 3.487 / dev BLEU = 0.0686
epoch 70: avg Loss = 3.280 / val Loss = 3.503 / dev BLEU = 0.0296
epoch 71: avg Loss = 3.268 / val Loss = 3.539 / dev BLEU = 0.0344
epoch 72: avg Loss = 3.255 / val Loss = 3.704 / dev BLEU = 0.0219
epoch 73: avg Loss = 3.248 / val Loss = 3.451 / dev BLEU = 0.0165
epoch 73 saved to 1
epoch 74: avg Loss = 3.246 / val Loss = 3.475 / dev BLEU = 0.0272
epoch 75: avg Loss = 3.245 / val Loss = 3.541 / dev BLEU = 0.0261
epoch 76: avg Loss = 3.247 / val Loss = 3.479 / dev BLEU = 0.0829
epoch 77: avg Loss = 3.243 / val Loss = 3.567 / dev BLEU = 0.0240
epoch 78: avg Loss = 3.239 / val Loss = 3.697 / dev BLEU = 0.0399
epoch 79: avg Loss = 3.226 / val Loss = 3.516 / dev BLEU = 0.0296
epoch 80: avg Loss = 3.216 / val Loss = 3.514 / dev BLEU = 0.0753
epoch 81: avg Loss = 3.211 / val Loss = 3.495 / dev BLEU = 0.0086
epoch 82: avg Loss = 3.202 / val Loss = 3.598 / dev BLEU = 0.0850
epoch 83: avg Loss = 3.198 / val Loss = 3.452 / dev BLEU = 0.0214
epoch 84: avg Loss = 3.193 / val Loss = 3.542 / dev BLEU = 0.0348
epoch 85: avg Loss = 3.178 / val Loss = 3.492 / dev BLEU = 0.0222
epoch 86: avg Loss = 3.179 / val Loss = 3.460 / dev BLEU = 0.0249
epoch 87: avg Loss = 3.171 / val Loss = 3.611 / dev BLEU = 0.0257
epoch 88: avg Loss = 3.163 / val Loss = 3.501 / dev BLEU = 0.0328
epoch 89: avg Loss = 3.155 / val Loss = 3.557 / dev BLEU = 0.0251
epoch 90: avg Loss = 3.146 / val Loss = 3.517 / dev BLEU = 0.0173
epoch 91: avg Loss = 3.146 / val Loss = 3.492 / dev BLEU = 0.0295
epoch 92: avg Loss = 3.138 / val Loss = 3.549 / dev BLEU = 0.0302
epoch 93: avg Loss = 3.127 / val Loss = 3.487 / dev BLEU = 0.0219
epoch 94: avg Loss = 3.118 / val Loss = 3.531 / dev BLEU = 0.0280
epoch 95: avg Loss = 3.109 / val Loss = 3.556 / dev BLEU = 0.0290
epoch 96: avg Loss = 3.100 / val Loss = 3.583 / dev BLEU = 0.0157
epoch 97: avg Loss = 3.095 / val Loss = 3.562 / dev BLEU = 0.0358
epoch 98: avg Loss = 3.089 / val Loss = 3.502 / dev BLEU = 0.0143
epoch 99: avg Loss = 3.079 / val Loss = 3.730 / dev BLEU = 0.0404
epoch 100: avg Loss = 3.060 / val Loss = 3.574 / dev BLEU = 0.0319