train.log

type train | step 10 | loss 183.8180 0.4146 298.7767 3.9381 593.5026 9.7626 751.7532 45.9789 3.4629 10.5665 13.6273 23.5429 | lr 1.3e-05 | norm 342.1078 | dt 0.118
type train | step 20 | loss 181.1809 0.4033 295.1017 3.8714 588.2693 9.6662 734.1727 45.5815 3.4528 10.5747 13.5244 23.5021 | lr 2.7e-05 | norm 338.4109 | dt 0.118
type train | step 30 | loss 179.1681 0.3884 291.5784 3.8100 575.4286 9.6432 731.4196 45.2702 3.4329 10.3882 13.5583 23.5265 | lr 4.0e-05 | norm 341.0122 | dt 0.118
type train | step 40 | loss 174.8164 0.3845 284.7663 3.6916 570.8116 9.6149 716.6218 43.4306 3.4475 10.4039 13.6778 23.3043 | lr 5.3e-05 | norm 321.5496 | dt 0.118
type train | step 50 | loss 170.5358 0.3460 281.8332 3.6316 551.1471 9.1877 704.5116 43.1092 3.3739 10.2791 13.4043 23.0739 | lr 6.7e-05 | norm 324.3975 | dt 0.118
type train | step 60 | loss 165.8851 0.3223 271.3100 3.4597 538.9424 8.9088 688.6050 40.7117 3.3561 10.1795 13.3460 22.7474 | lr 8.0e-05 | norm 317.7036 | dt 0.119
type train | step 70 | loss 159.6810 0.2965 263.8040 3.3046 522.1560 8.7233 667.6918 39.1574 3.3008 10.0645 13.2432 22.5155 | lr 9.3e-05 | norm 308.9028 | dt 0.118
type train | step 80 | loss 152.8544 0.2770 253.3631 3.1591 510.0374 8.3466 646.8739 36.8732 3.2737 10.0044 13.1267 22.2214 | lr 1.1e-04 | norm 291.6853 | dt 0.118
type train | step 90 | loss 145.8890 0.2434 242.3029 2.9738 483.5088 7.9773 625.3025 35.8444 3.1757 9.6979 12.9993 21.9151 | lr 1.2e-04 | norm 287.9713 | dt 0.118
type train | step 100 | loss 137.3826 0.2159 229.7944 2.7850 464.5647 7.4984 597.3239 33.0417 3.0858 9.5519 12.7245 21.3614 | lr 1.3e-04 | norm 280.0275 | dt 0.120
type train | step 110 | loss 127.8891 0.1912 216.4542 2.6168 438.4927 7.1490 567.9374 31.0237 2.9793 9.3889 12.6435 21.0110 | lr 1.5e-04 | norm 263.7258 | dt 0.119
type train | step 120 | loss 119.2628 0.1730 203.5401 2.4225 416.5339 6.8846 546.5914 28.4660 2.8994 9.2650 12.5791 20.5158 | lr 1.6e-04 | norm 244.6344 | dt 0.118
type train | step 130 | loss 110.6586 0.1460 190.2479 2.2566 390.8100 6.4815 516.4224 26.4368 2.7722 9.0349 12.3811 20.0489 | lr 1.7e-04 | norm 234.0981 | dt 0.119
type train | step 140 | loss 101.9535 0.1321 177.4156 2.0528 376.8900 6.1482 484.2498 23.9637 2.6821 8.8994 12.2053 19.4635 | lr 1.9e-04 | norm 217.9883 | dt 0.118
type train | step 150 | loss 93.8091 0.1083 162.6851 1.8545 340.5433 5.5412 453.9835 22.5163 2.5682 8.4879 11.8575 19.0879 | lr 2.0e-04 | norm 206.5607 | dt 0.119
type train | step 160 | loss 84.5473 0.0903 148.9559 1.6805 314.6523 5.1628 415.1609 20.1729 2.4327 8.2827 11.5624 18.3717 | lr 2.1e-04 | norm 192.2758 | dt 0.120
type train | step 170 | loss 76.4982 0.0747 136.5102 1.5196 285.5909 4.6006 380.2351 18.1331 2.3145 7.9412 11.1877 17.7497 | lr 2.3e-04 | norm 179.7324 | dt 0.121
type train | step 180 | loss 68.6922 0.0660 124.0968 1.3851 267.1680 4.3772 359.7953 16.1646 2.2387 7.8031 11.0905 17.1860 | lr 2.4e-04 | norm 161.0744 | dt 0.118
type train | step 190 | loss 60.5073 0.0541 110.9434 1.2333 239.2544 4.0009 330.8048 14.7540 2.1236 7.4655 10.8149 16.6186 | lr 2.5e-04 | norm 148.5903 | dt 0.120
type train | step 200 | loss 53.8581 0.0470 99.9773 1.1053 224.0415 3.6829 302.4424 13.1537 2.0289 7.2111 10.5439 15.9912 | lr 2.7e-04 | norm 134.1746 | dt 0.120
type train | step 210 | loss 47.0746 0.0380 89.1983 0.9729 199.4205 3.3140 275.2100 11.7877 1.9139 6.8761 10.2169 15.3379 | lr 2.8e-04 | norm 121.6171 | dt 0.119
type train | step 220 | loss 40.9939 0.0307 79.0003 0.8687 178.3986 3.0199 247.5034 10.4529 1.7883 6.5760 9.8710 14.5985 | lr 2.9e-04 | norm 110.1053 | dt 0.120
type train | step 230 | loss 35.2686 0.0255 69.7100 0.7745 159.5983 2.6467 222.2337 9.3333 1.6962 6.2673 9.4196 13.9271 | lr 3.1e-04 | norm 97.9092 | dt 0.122
type train | step 240 | loss 30.9708 0.0238 62.8715 0.7156 146.6446 2.4577 205.4835 8.7896 1.6431 6.0616 9.1970 13.4364 | lr 3.2e-04 | norm 85.2132 | dt 0.119
type train | step 250 | loss 26.7326 0.0208 54.7110 0.6310 128.4947 2.1941 182.2693 7.9794 1.5399 5.6937 8.8395 12.8161 | lr 3.3e-04 | norm 74.1240 | dt 0.120
type train | step 260 | loss 22.9430 0.0193 47.9269 0.5799 115.6187 1.9866 163.4063 7.3139 1.4694 5.4212 8.5000 12.1694 | lr 3.5e-04 | norm 63.8002 | dt 0.121
type train | step 270 | loss 20.1021 0.0182 43.0261 0.5296 103.6433 1.7916 146.7733 6.6306 1.4050 5.1062 8.1030 11.5474 | lr 3.6e-04 | norm 53.8914 | dt 0.122
type train | step 280 | loss 17.7343 0.0178 38.4394 0.4979 93.4553 1.6580 135.2379 6.3137 1.3356 4.8510 7.8518 11.1884 | lr 3.7e-04 | norm 45.3118 | dt 0.122
type train | step 290 | loss 15.4288 0.0162 34.2375 0.4656 82.4010 1.4818 119.4850 5.5574 1.2607 4.5343 7.3896 10.4931 | lr 3.9e-04 | norm 36.9143 | dt 0.122
type train | step 300 | loss 14.0034 0.0166 31.5172 0.4630 76.5560 1.3769 110.4684 5.0384 1.1956 4.3370 7.0771 10.0690 | lr 4.0e-04 | norm 30.5520 | dt 0.122
type train | step 310 | loss 12.8172 0.0169 28.8622 0.4456 69.7371 1.2957 101.4036 4.7181 1.1506 4.0721 6.7406 9.6928 | lr 4.1e-04 | norm 24.6368 | dt 0.124
type train | step 320 | loss 11.4434 0.0169 26.2164 0.4312 63.8540 1.2063 92.8901 4.3091 1.1080 3.8279 6.4165 9.2229 | lr 4.3e-04 | norm 19.2640 | dt 0.128
type train | step 330 | loss 10.1926 0.0166 24.2818 0.4328 59.1612 1.1447 86.2451 3.8824 1.0691 3.5848 6.1132 8.7633 | lr 4.4e-04 | norm 15.1760 | dt 0.127
type train | step 340 | loss 9.0720 0.0163 22.1443 0.4288 54.2905 1.0999 80.4030 3.6273 0.9878 3.3504 5.7922 8.3901 | lr 4.5e-04 | norm 12.8704 | dt 0.132
type train | step 350 | loss 8.2413 0.0171 20.5432 0.4294 51.0060 1.0694 76.1323 3.4656 0.9179 3.1691 5.5067 7.9792 | lr 4.7e-04 | norm 11.2556 | dt 0.132
type train | step 360 | loss 7.4620 0.0178 19.0219 0.4213 47.0881 1.0348 71.4545 3.2108 0.8518 2.9704 5.2492 7.6228 | lr 4.8e-04 | norm 10.0365 | dt 0.132
type train | step 370 | loss 6.6526 0.0191 17.7954 0.4218 44.5005 1.0499 68.4091 3.1355 0.7784 2.8265 5.0567 7.2580 | lr 4.9e-04 | norm 9.0370 | dt 0.133
type train | step 380 | loss 6.2852 0.0205 16.7045 0.4206 42.4912 1.0479 65.6709 3.1060 0.7477 2.6702 4.8291 7.0065 | lr 5.1e-04 | norm 8.0510 | dt 0.135
type train | step 390 | loss 5.3553 0.0192 15.2660 0.4244 39.2216 0.9844 62.4285 2.8900 0.6880 2.5113 4.4612 6.4669 | lr 5.2e-04 | norm 7.3346 | dt 0.137
type train | step 400 | loss 4.8512 0.0201 14.0875 0.4136 36.5590 0.9850 58.6659 2.8281 0.6392 2.3524 4.2404 6.1500 | lr 5.3e-04 | norm 6.7980 | dt 0.142
type train | step 410 | loss 4.3679 0.0211 13.3005 0.4275 34.8477 0.9817 56.7702 2.7824 0.6097 2.2470 4.0253 5.8175 | lr 5.5e-04 | norm 6.0295 | dt 0.143
type train | step 420 | loss 3.9954 0.0218 12.4372 0.4213 32.7939 0.9927 54.2152 2.7410 0.5710 2.1170 3.8190 5.5720 | lr 5.6e-04 | norm 6.0786 | dt 0.135
type train | step 430 | loss 3.4720 0.0212 11.6331 0.4366 31.0513 0.9764 52.6664 2.7247 0.5251 2.0165 3.5891 5.2008 | lr 5.7e-04 | norm 5.2532 | dt 0.139
type train | step 440 | loss 3.0908 0.0229 10.7369 0.4265 29.1497 0.9807 50.3615 2.7060 0.4862 1.8756 3.3735 4.9163 | lr 5.9e-04 | norm 4.9529 | dt 0.144
type train | step 450 | loss 2.8127 0.0228 10.1596 0.4407 27.9763 0.9714 48.8930 2.6851 0.4402 1.7817 3.1710 4.6046 | lr 6.0e-04 | norm 4.4355 | dt 0.136
type train | step 460 | loss 2.4742 0.0229 9.2590 0.4299 25.7537 0.9473 45.7536 2.6045 0.4056 1.6613 2.9504 4.3015 | lr 6.1e-04 | norm 4.4646 | dt 0.139
type train | step 470 | loss 2.3039 0.0251 8.9929 0.4476 25.3845 0.9481 45.4951 2.6165 0.3833 1.5759 2.7708 4.0718 | lr 6.3e-04 | norm 3.9706 | dt 0.140
type train | step 480 | loss 1.9999 0.0242 8.4305 0.4484 23.8921 0.9478 43.8088 2.6080 0.3489 1.4782 2.5909 3.8285 | lr 6.4e-04 | norm 3.7538 | dt 0.143
type train | step 490 | loss 1.7240 0.0242 7.8379 0.4492 22.5781 0.9568 42.5949 2.5757 0.3274 1.3898 2.4300 3.5887 | lr 6.5e-04 | norm 3.6307 | dt 0.149
type train | step 500 | loss 1.5530 0.0252 7.4849 0.4458 21.8061 0.9633 41.4013 2.6010 0.3108 1.3053 2.2544 3.3713 | lr 6.7e-04 | norm 3.4703 | dt 0.140
type train | step 510 | loss 1.3394 0.0246 7.0849 0.4488 21.0231 0.9552 40.8507 2.5690 0.2991 1.2221 2.0948 3.1422 | lr 6.8e-04 | norm 3.3100 | dt 0.140
type train | step 520 | loss 1.1636 0.0257 6.5411 0.4461 19.9100 0.9609 39.5784 2.5628 0.2828 1.1437 1.9394 2.9257 | lr 6.9e-04 | norm 3.4333 | dt 0.144
type train | step 530 | loss 1.0992 0.0270 6.4261 0.4596 19.5499 0.9722 39.1033 2.5940 0.2669 1.0749 1.8160 2.7936 | lr 7.1e-04 | norm 3.0833 | dt 0.143
type train | step 540 | loss 0.8718 0.0251 5.8496 0.4488 17.9474 0.9487 36.7381 2.4844 0.2466 0.9938 1.6560 2.5816 | lr 7.2e-04 | norm 2.8398 | dt 0.154
type train | step 550 | loss 0.7791 0.0248 5.6453 0.4599 17.4197 0.9685 36.6295 2.5053 0.2353 0.9267 1.5467 2.4198 | lr 7.3e-04 | norm 3.0306 | dt 0.150
type train | step 560 | loss 0.7678 0.0284 5.4386 0.4572 17.1760 0.9762 35.7572 2.5584 0.2124 0.8796 1.4259 2.3201 | lr 7.5e-04 | norm 3.2020 | dt 0.157
type train | step 570 | loss 0.6431 0.0264 5.1719 0.4642 16.7533 0.9712 35.9592 2.5344 0.2045 0.8096 1.3062 2.1531 | lr 7.6e-04 | norm 2.7309 | dt 0.148
type train | step 580 | loss 0.5691 0.0260 4.8115 0.4514 15.3041 0.9580 33.5255 2.4674 0.2022 0.7414 1.1808 2.0070 | lr 7.7e-04 | norm 3.0977 | dt 0.158
type train | step 590 | loss 0.5173 0.0273 4.6674 0.4713 15.4897 0.9789 34.1840 2.5118 0.2049 0.7117 1.1000 1.8893 | lr 7.9e-04 | norm 2.8225 | dt 0.151
type train | step 600 | loss 0.4327 0.0254 4.3483 0.4662 14.1878 0.9548 32.2283 2.4187 0.1945 0.6547 0.9831 1.7405 | lr 8.0e-04 | norm 2.4601 | dt 0.145
type train | step 610 | loss 0.4087 0.0266 4.1871 0.4817 14.2428 0.9764 32.5352 2.4468 0.1848 0.6182 0.9132 1.6613 | lr 8.1e-04 | norm 2.6531 | dt 0.158
type train | step 620 | loss 0.3762 0.0272 4.0029 0.4850 13.5826 0.9620 31.7321 2.4588 0.1791 0.5850 0.8268 1.5588 | lr 8.3e-04 | norm 2.2446 | dt 0.156
type train | step 630 | loss 0.3507 0.0271 3.9041 0.4802 13.4696 0.9868 31.8350 2.4706 0.1832 0.5471 0.7534 1.4605 | lr 8.4e-04 | norm 2.4570 | dt 0.147
type train | step 640 | loss 0.3345 0.0263 3.6032 0.4719 12.5710 0.9800 30.2745 2.4093 0.1905 0.5115 0.6747 1.3612 | lr 8.5e-04 | norm 2.4011 | dt 0.156
type train | step 650 | loss 0.3423 0.0284 3.6889 0.4900 13.1316 1.0371 31.3887 2.4880 0.2128 0.4837 0.6366 1.3427 | lr 8.7e-04 | norm 2.8802 | dt 0.157
type train | step 660 | loss 0.2950 0.0246 3.4106 0.4880 11.7266 0.9655 29.0053 2.3359 0.1772 0.4276 0.5483 1.2071 | lr 8.8e-04 | norm 2.4497 | dt 0.142
type train | step 670 | loss 0.2721 0.0238 3.2194 0.4823 11.4337 0.9882 29.2098 2.3214 0.1610 0.3991 0.4927 1.1333 | lr 8.9e-04 | norm 2.3711 | dt 0.155
type train | step 680 | loss 0.2585 0.0248 3.1271 0.4962 11.1346 1.0025 28.4550 2.3084 0.1643 0.3684 0.4461 1.0774 | lr 9.1e-04 | norm 1.9814 | dt 0.151
type train | step 690 | loss 0.2627 0.0270 3.2002 0.5040 11.8461 1.0685 30.2121 2.4214 0.1638 0.3449 0.4128 1.0585 | lr 9.2e-04 | norm 2.5055 | dt 0.147
type train | step 700 | loss 0.2528 0.0256 2.9773 0.4864 10.6863 1.0659 28.0479 2.3232 0.1450 0.3396 0.3631 0.9832 | lr 9.3e-04 | norm 2.3631 | dt 0.149
type train | step 710 | loss 0.2294 0.0260 2.8030 0.4785 10.2611 1.0567 27.4284 2.2615 0.1207 0.3129 0.3292 0.9189 | lr 9.5e-04 | norm 2.2704 | dt 0.144
type train | step 720 | loss 0.2407 0.0267 2.8422 0.5055 10.1723 1.0858 27.2449 2.2278 0.1050 0.3036 0.3001 0.8791 | lr 9.6e-04 | norm 2.2702 | dt 0.159
type train | step 730 | loss 0.2301 0.0295 2.7709 0.5027 10.0799 1.1237 27.0787 2.2826 0.1013 0.2970 0.2728 0.8419 | lr 9.7e-04 | norm 2.3749 | dt 0.153
type train | step 740 | loss 0.2143 0.0280 2.6354 0.5068 9.6429 1.1823 26.9313 2.2397 0.0926 0.2754 0.2510 0.7988 | lr 9.9e-04 | norm 2.1631 | dt 0.148
type train | step 750 | loss 0.2473 0.0321 2.8072 0.5111 10.2645 1.2578 27.8294 2.3038 0.1014 0.2774 0.2386 0.7790 | lr 1.0e-03 | norm 3.4264 | dt 0.162
type train | step 760 | loss 0.2152 0.0307 2.5607 0.4923 9.4775 1.2763 26.7318 2.2698 0.0877 0.2463 0.2128 0.7155 | lr 1.0e-03 | norm 2.5873 | dt 0.178
type train | step 770 | loss 0.1986 0.0293 2.4676 0.5031 9.1827 1.2911 26.6180 2.2668 0.0712 0.2307 0.1994 0.6605 | lr 1.0e-03 | norm 2.4458 | dt 0.155
type train | step 780 | loss 0.1958 0.0268 2.4547 0.5039 8.8486 1.2804 25.7196 2.1524 0.0699 0.2142 0.1740 0.6212 | lr 1.0e-03 | norm 2.4301 | dt 0.152
type train | step 790 | loss 0.1920 0.0313 2.4077 0.5222 9.0828 1.3757 26.1666 2.2512 0.0629 0.2027 0.1593 0.6152 | lr 1.0e-03 | norm 2.5061 | dt 0.139
type train | step 800 | loss 0.1869 0.0305 2.2986 0.5379 8.7307 1.3936 25.6288 2.2764 0.0582 0.1819 0.1465 0.5970 | lr 1.0e-03 | norm 2.7788 | dt 0.169
type train | step 810 | loss 0.1951 0.0308 2.3819 0.5375 8.9142 1.4688 26.6492 2.3001 0.0648 0.1890 0.1348 0.5794 | lr 1.0e-03 | norm 2.6305 | dt 0.161
type train | step 820 | loss 0.1853 0.0287 2.2528 0.5243 8.3992 1.5018 25.6356 2.2456 0.0667 0.1741 0.1156 0.5375 | lr 1.0e-03 | norm 2.3531 | dt 0.165
type train | step 830 | loss 0.1763 0.0294 2.1788 0.5165 8.1223 1.6009 25.0394 2.2185 0.0714 0.1600 0.1027 0.4972 | lr 1.0e-03 | norm 2.3745 | dt 0.162
type train | step 840 | loss 0.1687 0.0284 2.1510 0.5323 7.9045 1.5890 24.8428 2.1825 0.0798 0.1603 0.0889 0.4716 | lr 1.0e-03 | norm 2.2581 | dt 0.150
type train | step 850 | loss 0.1774 0.0311 2.2093 0.5536 8.3348 1.6481 25.3459 2.2441 0.0686 0.1512 0.0823 0.4762 | lr 1.0e-03 | norm 2.4799 | dt 0.171
type train | step 860 | loss 0.1682 0.0289 2.0431 0.5659 7.6589 1.7627 24.3002 2.2292 0.0821 0.1586 0.0747 0.4592 | lr 1.0e-03 | norm 2.3072 | dt 0.153
type train | step 870 | loss 0.1651 0.0297 2.0458 0.5602 7.6376 1.7779 24.4685 2.2460 0.0696 0.1503 0.0644 0.4308 | lr 1.0e-03 | norm 2.3316 | dt 0.168
type train | step 880 | loss 0.1710 0.0296 2.0241 0.5483 7.4949 1.7640 24.2728 2.2237 0.0671 0.1406 0.0564 0.4220 | lr 1.0e-03 | norm 2.5797 | dt 0.166
type train | step 890 | loss 0.1699 0.0300 2.0334 0.5610 7.6958 1.8521 24.7498 2.3360 0.0606 0.1397 0.0705 0.4060 | lr 1.0e-03 | norm 2.7186 | dt 0.163
type train | step 900 | loss 0.1609 0.0279 1.9374 0.5675 7.1858 1.8180 23.7561 2.2384 0.0522 0.1446 0.0630 0.3965 | lr 1.0e-03 | norm 2.7343 | dt 0.169
type train | step 910 | loss 0.1637 0.0289 2.0366 0.5645 7.5824 1.8131 24.1198 2.2853 0.0455 0.1395 0.0657 0.3909 | lr 1.0e-03 | norm 2.5918 | dt 0.162
type train | step 920 | loss 0.1616 0.0290 1.9014 0.5900 7.2884 1.8348 24.1580 2.2982 0.0508 0.1570 0.0580 0.3914 | lr 1.0e-03 | norm 2.9604 | dt 0.160
type train | step 930 | loss 0.1582 0.0293 1.8580 0.5723 7.1986 1.8449 23.8721 2.3379 0.0482 0.1624 0.0559 0.3654 | lr 1.0e-03 | norm 2.5048 | dt 0.145
type train | step 940 | loss 0.1572 0.0275 1.8848 0.5813 7.2682 1.8197 24.2516 2.3517 0.0456 0.1571 0.0577 0.3487 | lr 1.0e-03 | norm 2.5933 | dt 0.152
type train | step 950 | loss 0.1531 0.0273 1.8350 0.5728 7.0734 1.8041 23.8145 2.3510 0.0491 0.1670 0.0537 0.3233 | lr 1.0e-03 | norm 2.5081 | dt 0.146
type train | step 960 | loss 0.1530 0.0291 1.8493 0.5660 6.9847 1.9020 23.6426 2.3776 0.0429 0.1538 0.0540 0.3404 | lr 1.0e-03 | norm 2.7993 | dt 0.157
type train | step 970 | loss 0.1497 0.0290 1.7506 0.5854 6.7373 1.7938 22.9105 2.3941 0.0442 0.1547 0.0574 0.3258 | lr 1.0e-03 | norm 2.7751 | dt 0.146
type train | step 980 | loss 0.1497 0.0299 1.7720 0.5646 6.7466 1.8855 23.2679 2.4356 0.0465 0.1499 0.0626 0.3199 | lr 1.0e-03 | norm 2.5859 | dt 0.170
type train | step 990 | loss 0.1528 0.0309 1.7973 0.5669 6.9846 1.9481 23.7523 2.5801 0.0459 0.1408 0.0515 0.3183 | lr 1.0e-03 | norm 2.5671 | dt 0.166
type train | step 1000 | loss 0.1452 0.0283 1.7525 0.5432 6.8010 1.8354 23.6432 2.4749 0.0382 0.1319 0.0550 0.2899 | lr 1.0e-03 | norm 2.2313 | dt 0.160
type train | step 1010 | loss 0.1512 0.0291 1.7256 0.5376 6.5489 1.8635 22.7346 2.4801 0.0495 0.1264 0.0491 0.2841 | lr 1.0e-03 | norm 2.3661 | dt 0.167
type train | step 1020 | loss 0.1449 0.0288 1.7195 0.5483 6.5882 1.8668 22.9976 2.5711 0.0425 0.1273 0.0439 0.3117 | lr 1.0e-03 | norm 2.8790 | dt 0.177
type train | step 1030 | loss 0.1453 0.0303 1.7107 0.5716 6.6366 1.9395 22.7793 2.6219 0.0357 0.1292 0.0383 0.3064 | lr 1.0e-03 | norm 3.3492 | dt 0.149
type train | step 1040 | loss 0.1458 0.0286 1.6922 0.5742 6.5926 1.8934 23.1849 2.6775 0.0336 0.1365 0.0415 0.2914 | lr 1.0e-03 | norm 2.5018 | dt 0.143
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type train | step 1060 | loss 0.1453 0.0287 1.6473 0.5739 6.5303 1.9749 23.0142 2.8495 0.0294 0.1457 0.0400 0.2982 | lr 1.0e-03 | norm 2.6839 | dt 0.157
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type train | step 1080 | loss 0.1412 0.0305 1.6159 0.5973 6.3815 1.8546 22.7638 2.8145 0.0358 0.1300 0.0517 0.2899 | lr 9.9e-04 | norm 2.4803 | dt 0.160
type train | step 1090 | loss 0.1396 0.0295 1.6129 0.5890 6.4109 1.9002 22.8222 2.8500 0.0318 0.1318 0.0389 0.2829 | lr 9.9e-04 | norm 2.6591 | dt 0.167
type train | step 1100 | loss 0.1403 0.0294 1.5860 0.5753 6.3868 1.9417 22.8526 2.8189 0.0295 0.1333 0.0362 0.2833 | lr 9.9e-04 | norm 2.8626 | dt 0.153
type train | step 1110 | loss 0.1400 0.0289 1.5808 0.5606 6.2371 1.9324 22.6808 2.9841 0.0280 0.1235 0.0385 0.2942 | lr 9.9e-04 | norm 2.8656 | dt 0.168
type train | step 1120 | loss 0.1384 0.0307 1.5647 0.5847 6.4111 1.8800 23.1989 2.9532 0.0270 0.1197 0.0348 0.2812 | lr 9.9e-04 | norm 2.6484 | dt 0.149
type train | step 1130 | loss 0.1376 0.0287 1.5535 0.5667 6.3405 1.9268 22.9927 2.9543 0.0252 0.1138 0.0380 0.2728 | lr 9.9e-04 | norm 3.0529 | dt 0.183
type train | step 1140 | loss 0.1366 0.0313 1.5580 0.6292 6.3119 1.9586 23.1749 3.0506 0.0250 0.1268 0.0265 0.2766 | lr 9.9e-04 | norm 3.1424 | dt 0.156
type train | step 1150 | loss 0.1312 0.0282 1.5115 0.6223 6.0060 1.9538 21.8915 2.9706 0.0234 0.1289 0.0324 0.2944 | lr 9.9e-04 | norm 3.6670 | dt 0.165
type train | step 1160 | loss 0.1332 0.0289 1.5194 0.6069 6.0979 1.9781 22.3201 3.0050 0.0231 0.1285 0.0342 0.2791 | lr 9.9e-04 | norm 2.9473 | dt 0.165
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type train | step 1180 | loss 0.1333 0.0302 1.5081 0.5774 6.3444 1.9527 23.2477 3.1709 0.0222 0.1247 0.0275 0.2931 | lr 9.9e-04 | norm 3.2224 | dt 0.156
type train | step 1190 | loss 0.1352 0.0284 1.4761 0.5518 5.9525 2.0049 21.7528 3.1658 0.0210 0.1200 0.0263 0.2942 | lr 9.9e-04 | norm 3.4072 | dt 0.160
type train | step 1200 | loss 0.1307 0.0340 1.4883 0.5819 6.0406 1.9942 22.5785 3.2758 0.0212 0.1129 0.0278 0.2803 | lr 9.9e-04 | norm 4.4203 | dt 0.170
type train | step 1210 | loss 0.1277 0.0290 1.4484 0.5570 5.8368 2.0281 21.5333 3.1293 0.0201 0.1125 0.0272 0.2881 | lr 9.9e-04 | norm 3.5143 | dt 0.167
type train | step 1220 | loss 0.1298 0.0304 1.4462 0.6008 6.0973 2.0813 22.5275 3.2128 0.0218 0.1064 0.0248 0.2808 | lr 9.9e-04 | norm 3.0990 | dt 0.167
type train | step 1230 | loss 0.1287 0.0302 1.4413 0.5916 5.9211 1.9645 22.1069 3.2210 0.0207 0.1115 0.0202 0.2786 | lr 9.9e-04 | norm 2.9249 | dt 0.153
type train | step 1240 | loss 0.1287 0.0311 1.4413 0.5990 6.0148 1.9837 22.4970 3.2251 0.0196 0.1099 0.0193 0.2947 | lr 9.9e-04 | norm 3.1744 | dt 0.169
type train | step 1250 | loss 0.1285 0.0295 1.3914 0.5593 5.7623 1.9738 21.4567 3.2493 0.0189 0.1132 0.0222 0.2770 | lr 9.9e-04 | norm 3.0160 | dt 0.160
type train | step 1260 | loss 0.1315 0.0319 1.4800 0.5933 6.0542 2.0102 22.5443 3.4504 0.0238 0.1051 0.0205 0.2927 | lr 9.9e-04 | norm 3.2401 | dt 0.172
type train | step 1270 | loss 0.1263 0.0279 1.4065 0.5999 5.7642 1.9328 21.1766 3.2721 0.0220 0.1145 0.0307 0.2982 | lr 9.9e-04 | norm 3.9363 | dt 0.158
type train | step 1280 | loss 0.1267 0.0285 1.3699 0.5804 5.7520 1.9808 21.7856 3.2868 0.0220 0.1194 0.0281 0.2958 | lr 9.9e-04 | norm 3.6093 | dt 0.166
type train | step 1290 | loss 0.1256 0.0298 1.3797 0.5729 5.6641 2.0001 21.1888 3.2376 0.0214 0.1043 0.0229 0.2843 | lr 9.9e-04 | norm 2.8620 | dt 0.158
type train | step 1300 | loss 0.1300 0.0345 1.4338 0.5813 6.1034 2.0097 22.9624 3.4287 0.0241 0.1091 0.0319 0.2804 | lr 9.9e-04 | norm 3.1904 | dt 0.156
type train | step 1310 | loss 0.1265 0.0314 1.3718 0.5921 5.6885 2.0148 21.5151 3.4208 0.0221 0.0993 0.0251 0.2821 | lr 9.8e-04 | norm 3.0375 | dt 0.164
type train | step 1320 | loss 0.1226 0.0293 1.3175 0.5368 5.5038 1.8835 21.1243 3.2518 0.0209 0.0969 0.0247 0.2861 | lr 9.8e-04 | norm 4.3645 | dt 0.170
type train | step 1330 | loss 0.1263 0.0292 1.3743 0.5930 5.7470 1.9308 21.3114 3.2768 0.0193 0.0952 0.0196 0.2731 | lr 9.8e-04 | norm 3.4259 | dt 0.164
type train | step 1340 | loss 0.1278 0.0332 1.3718 0.6201 5.6971 1.9705 21.1756 3.3029 0.0186 0.0902 0.0274 0.2764 | lr 9.8e-04 | norm 3.4353 | dt 0.159
type train | step 1350 | loss 0.1241 0.0318 1.3185 0.6405 5.5560 2.0864 21.1859 3.3339 0.0210 0.0979 0.0193 0.2628 | lr 9.8e-04 | norm 3.4311 | dt 0.154
type train | step 1360 | loss 0.1357 0.0335 1.4092 0.6600 5.7728 2.1457 21.9196 3.4305 0.0223 0.1139 0.0205 0.2880 | lr 9.8e-04 | norm 4.4697 | dt 0.159
type train | step 1370 | loss 0.1271 0.0321 1.3682 0.5974 5.7476 2.0966 21.5590 3.4343 0.0231 0.1002 0.0228 0.2962 | lr 9.8e-04 | norm 4.7526 | dt 0.166
type train | step 1380 | loss 0.1216 0.0303 1.3169 0.5740 5.5991 1.9858 21.6082 3.3125 0.0212 0.0950 0.0255 0.2782 | lr 9.8e-04 | norm 3.4931 | dt 0.158
type train | step 1390 | loss 0.1205 0.0291 1.3444 0.6324 5.5955 1.9509 20.9781 3.2834 0.0220 0.0823 0.0222 0.2765 | lr 9.8e-04 | norm 4.4385 | dt 0.165
type train | step 1400 | loss 0.1228 0.0323 1.3387 0.6152 5.6372 2.0684 21.4244 3.4253 0.0199 0.1143 0.0186 0.2840 | lr 9.8e-04 | norm 3.6743 | dt 0.169
type train | step 1410 | loss 0.1221 0.0318 1.2988 0.6406 5.5364 2.0084 21.0927 3.3845 0.0195 0.1138 0.0250 0.2937 | lr 9.8e-04 | norm 4.0860 | dt 0.164
type train | step 1420 | loss 0.1277 0.0329 1.3620 0.6231 5.7690 2.1117 22.0932 3.3403 0.0194 0.1195 0.0186 0.2914 | lr 9.8e-04 | norm 3.6370 | dt 0.162
type train | step 1430 | loss 0.1234 0.0327 1.3042 0.5731 5.6194 2.1109 21.3048 3.3781 0.0245 0.1287 0.0165 0.2812 | lr 9.8e-04 | norm 3.5372 | dt 0.151
type train | step 1440 | loss 0.1194 0.0296 1.2801 0.6355 5.4981 2.0030 21.1494 3.1911 0.0232 0.0995 0.0160 0.2793 | lr 9.8e-04 | norm 3.3933 | dt 0.152
type train | step 1450 | loss 0.1171 0.0300 1.2929 0.5853 5.4713 2.0025 20.9872 3.2851 0.0241 0.0945 0.0158 0.2667 | lr 9.8e-04 | norm 4.0307 | dt 0.162
type train | step 1460 | loss 0.1234 0.0327 1.3379 0.6086 5.7002 2.0773 21.4659 3.3914 0.0271 0.0895 0.0257 0.2741 | lr 9.8e-04 | norm 4.2683 | dt 0.170
type train | step 1470 | loss 0.1191 0.0305 1.2582 0.6503 5.3527 2.1132 20.6206 3.3060 0.0228 0.1001 0.0218 0.2761 | lr 9.7e-04 | norm 4.6720 | dt 0.158
type train | step 1480 | loss 0.1174 0.0298 1.2594 0.6613 5.4200 2.1254 20.9988 3.3247 0.0207 0.1160 0.0222 0.2685 | lr 9.7e-04 | norm 3.4133 | dt 0.154
type train | step 1490 | loss 0.1213 0.0291 1.2708 0.6113 5.3654 1.9700 20.7755 3.3401 0.0202 0.1364 0.0297 0.2679 | lr 9.7e-04 | norm 5.4592 | dt 0.154
type train | step 1500 | loss 0.1212 0.0304 1.2803 0.6318 5.5378 1.9542 21.3887 3.4024 0.0189 0.1161 0.0338 0.2711 | lr 9.7e-04 | norm 3.9460 | dt 0.163
type train | step 1510 | loss 0.1176 0.0288 1.2508 0.6657 5.2734 1.9619 20.6231 3.3050 0.0183 0.1213 0.0279 0.2791 | lr 9.7e-04 | norm 3.8110 | dt 0.147
type train | step 1520 | loss 0.1211 0.0302 1.3124 0.6396 5.5321 1.9714 20.9166 3.3438 0.0190 0.1220 0.0328 0.2770 | lr 9.7e-04 | norm 4.5113 | dt 0.149
type train | step 1530 | loss 0.1198 0.0310 1.2454 0.6422 5.4260 2.0412 20.9783 3.3941 0.0196 0.1214 0.0249 0.2818 | lr 9.7e-04 | norm 3.5865 | dt 0.148
type train | step 1540 | loss 0.1181 0.0332 1.2307 0.6101 5.4435 2.0130 20.9358 3.4211 0.0239 0.1126 0.0258 0.2774 | lr 9.7e-04 | norm 3.2817 | dt 0.158
type train | step 1550 | loss 0.1183 0.0300 1.2501 0.6241 5.5353 2.0881 21.3656 3.3535 0.0208 0.1124 0.0229 0.2645 | lr 9.7e-04 | norm 4.0002 | dt 0.173
type train | step 1560 | loss 0.1150 0.0305 1.2401 0.6284 5.4311 2.0967 21.0850 3.2376 0.0197 0.1272 0.0197 0.2588 | lr 9.7e-04 | norm 3.6704 | dt 0.170
type train | step 1570 | loss 0.1167 0.0298 1.2538 0.6180 5.4140 2.0155 20.9618 3.4101 0.0201 0.1239 0.0216 0.2640 | lr 9.7e-04 | norm 5.8878 | dt 0.144
type train | step 1580 | loss 0.1149 0.0308 1.2017 0.6295 5.2149 2.0178 20.3236 3.1828 0.0181 0.1076 0.0151 0.2824 | lr 9.7e-04 | norm 3.5438 | dt 0.152
type train | step 1590 | loss 0.1156 0.0318 1.2145 0.6396 5.2022 2.2012 20.6212 3.2165 0.0168 0.1047 0.0127 0.2827 | lr 9.7e-04 | norm 3.9175 | dt 0.149
type train | step 1600 | loss 0.1192 0.0336 1.2535 0.6319 5.4402 2.1517 21.1736 3.4245 0.0174 0.1198 0.0142 0.2888 | lr 9.7e-04 | norm 3.9197 | dt 0.150
type train | step 1610 | loss 0.1131 0.0311 1.2113 0.6378 5.4061 2.0702 21.2357 3.4799 0.0168 0.1284 0.0118 0.2602 | lr 9.6e-04 | norm 4.8819 | dt 0.160
type train | step 1620 | loss 0.1178 0.0305 1.2250 0.6626 5.2638 1.9849 20.4084 3.3047 0.0175 0.1159 0.0168 0.2811 | lr 9.6e-04 | norm 4.0427 | dt 0.168
type train | step 1630 | loss 0.1141 0.0326 1.2212 0.6139 5.3311 2.1047 20.6952 3.4446 0.0173 0.1474 0.0142 0.2596 | lr 9.6e-04 | norm 6.2942 | dt 0.166
type train | step 1640 | loss 0.1150 0.0323 1.2265 0.6101 5.2969 2.0687 20.5341 3.3071 0.0180 0.1190 0.0118 0.2946 | lr 9.6e-04 | norm 4.4476 | dt 0.144
type train | step 1650 | loss 0.1158 0.0311 1.2069 0.6367 5.3587 2.1157 20.9154 3.2723 0.0164 0.1281 0.0112 0.2734 | lr 9.6e-04 | norm 5.0082 | dt 0.158
type train | step 1660 | loss 0.1125 0.0317 1.1866 0.6152 5.1626 2.0884 20.3453 3.2236 0.0177 0.1148 0.0116 0.2679 | lr 9.6e-04 | norm 3.8196 | dt 0.166
type train | step 1670 | loss 0.1166 0.0318 1.2099 0.6073 5.3766 2.1344 20.8555 3.3196 0.0182 0.1135 0.0120 0.2635 | lr 9.6e-04 | norm 3.9559 | dt 0.162
type train | step 1680 | loss 0.1115 0.0315 1.1650 0.5994 5.0496 2.1312 19.9056 3.4309 0.0168 0.0970 0.0092 0.2815 | lr 9.6e-04 | norm 4.2854 | dt 0.168
type train | step 1690 | loss 0.1139 0.0330 1.1994 0.6350 5.2424 2.1082 20.7280 3.4040 0.0199 0.1075 0.0100 0.2735 | lr 9.6e-04 | norm 4.3113 | dt 0.162
type train | step 1700 | loss 0.1134 0.0305 1.2002 0.5999 5.3200 2.0953 20.8618 3.3034 0.0181 0.1121 0.0096 0.2874 | lr 9.6e-04 | norm 4.6850 | dt 0.152
type train | step 1710 | loss 0.1137 0.0294 1.1953 0.6156 5.3733 2.0637 20.9519 3.4463 0.0158 0.1097 0.0130 0.2917 | lr 9.6e-04 | norm 4.3697 | dt 0.163
type train | step 1720 | loss 0.1137 0.0294 1.1970 0.6140 5.2179 2.0749 20.6794 3.4374 0.0177 0.1019 0.0086 0.2934 | lr 9.5e-04 | norm 4.2557 | dt 0.166
type train | step 1730 | loss 0.1135 0.0305 1.1796 0.6289 5.4072 2.0657 21.2403 3.3843 0.0187 0.1082 0.0097 0.2654 | lr 9.5e-04 | norm 4.3736 | dt 0.148
type train | step 1740 | loss 0.1122 0.0305 1.1773 0.6220 5.3331 2.0888 21.1164 3.3675 0.0174 0.1004 0.0092 0.2723 | lr 9.5e-04 | norm 4.2435 | dt 0.147
type train | step 1750 | loss 0.1124 0.0334 1.1820 0.5873 5.3066 2.0882 21.3249 3.3117 0.0173 0.1069 0.0081 0.2742 | lr 9.5e-04 | norm 3.8985 | dt 0.151
type train | step 1760 | loss 0.1080 0.0311 1.1571 0.5843 5.1095 2.1416 20.2010 3.3671 0.0173 0.1071 0.0071 0.2801 | lr 9.5e-04 | norm 5.3036 | dt 0.146
type train | step 1770 | loss 0.1097 0.0309 1.1603 0.6164 5.1984 2.2004 20.6270 3.3438 0.0148 0.0957 0.0095 0.2743 | lr 9.5e-04 | norm 4.5342 | dt 0.167
type train | step 1780 | loss 0.1136 0.0330 1.1867 0.6173 5.2387 2.1717 20.7066 3.4224 0.0150 0.1117 0.0087 0.2873 | lr 9.5e-04 | norm 3.9402 | dt 0.165
type train | step 1790 | loss 0.1105 0.0317 1.1593 0.6280 5.4068 2.1319 21.5003 3.3679 0.0144 0.1017 0.0109 0.2936 | lr 9.5e-04 | norm 3.6540 | dt 0.162
type train | step 1800 | loss 0.1118 0.0317 1.1509 0.5996 5.1728 2.2233 20.1529 3.3409 0.0141 0.1052 0.0096 0.2964 | lr 9.5e-04 | norm 4.1322 | dt 0.145
type train | step 1810 | loss 0.1092 0.0317 1.1606 0.5823 5.1819 2.1500 20.8738 3.3327 0.0198 0.1161 0.0131 0.2776 | lr 9.5e-04 | norm 4.2224 | dt 0.163
type train | step 1820 | loss 0.1060 0.0297 1.1365 0.5743 5.0964 2.1480 20.0471 3.2695 0.0153 0.0986 0.0105 0.2963 | lr 9.5e-04 | norm 3.9246 | dt 0.164
type train | step 1830 | loss 0.1082 0.0304 1.1320 0.6217 5.3638 2.1215 21.0081 3.3746 0.0136 0.0899 0.0117 0.2864 | lr 9.4e-04 | norm 3.9794 | dt 0.162
type train | step 1840 | loss 0.1078 0.0312 1.1322 0.6115 5.1855 2.1302 20.6349 3.3802 0.0135 0.0916 0.0100 0.2849 | lr 9.4e-04 | norm 4.0231 | dt 0.158
type train | step 1850 | loss 0.1082 0.0310 1.1401 0.5996 5.2449 2.0784 20.9642 3.2969 0.0137 0.0991 0.0104 0.2967 | lr 9.4e-04 | norm 3.6725 | dt 0.157
type train | step 1860 | loss 0.1076 0.0306 1.0929 0.5976 5.0415 2.1187 20.0675 3.3070 0.0140 0.0957 0.0111 0.2787 | lr 9.4e-04 | norm 3.7541 | dt 0.153
type train | step 1870 | loss 0.1105 0.0336 1.1693 0.6077 5.2470 2.1079 20.9753 3.4367 0.0144 0.0985 0.0098 0.2901 | lr 9.4e-04 | norm 3.8940 | dt 0.163
type train | step 1880 | loss 0.1057 0.0273 1.1198 0.6019 5.0852 2.0658 19.7647 3.2196 0.0135 0.1149 0.0116 0.2844 | lr 9.4e-04 | norm 3.3943 | dt 0.161
type train | step 1890 | loss 0.1059 0.0276 1.0931 0.5942 5.0952 2.0412 20.4724 3.1794 0.0128 0.1124 0.0089 0.2892 | lr 9.4e-04 | norm 4.1786 | dt 0.166
type train | step 1900 | loss 0.1052 0.0276 1.1000 0.6252 5.0302 2.1194 19.9343 3.2559 0.0128 0.1044 0.0085 0.3011 | lr 9.4e-04 | norm 5.0246 | dt 0.162
type train | step 1910 | loss 0.1100 0.0315 1.1433 0.6161 5.3907 2.1122 21.5760 3.4048 0.0131 0.1048 0.0092 0.2741 | lr 9.4e-04 | norm 4.0667 | dt 0.157
type train | step 1920 | loss 0.1057 0.0297 1.1069 0.6028 5.0664 2.1894 20.1270 3.2738 0.0127 0.1068 0.0074 0.2987 | lr 9.3e-04 | norm 3.9389 | dt 0.143
type train | step 1930 | loss 0.1034 0.0302 1.0585 0.6010 4.8874 2.0829 19.9014 3.1842 0.0122 0.1000 0.0084 0.2684 | lr 9.3e-04 | norm 4.1599 | dt 0.157
type train | step 1940 | loss 0.1067 0.0309 1.1138 0.5952 5.1357 2.1014 20.0839 3.2664 0.0125 0.0903 0.0095 0.2856 | lr 9.3e-04 | norm 4.0292 | dt 0.155
type train | step 1950 | loss 0.1081 0.0335 1.1078 0.6202 5.0332 2.1693 19.9505 3.3197 0.0125 0.0840 0.0093 0.3062 | lr 9.3e-04 | norm 4.5636 | dt 0.152
type train | step 1960 | loss 0.1045 0.0314 1.0656 0.6437 4.9419 2.2073 19.9766 3.4829 0.0117 0.0735 0.0092 0.2675 | lr 9.3e-04 | norm 5.9235 | dt 0.163
type train | step 1970 | loss 0.1142 0.0335 1.1378 0.6419 5.1342 2.1485 20.4675 3.4349 0.0124 0.0859 0.0088 0.2846 | lr 9.3e-04 | norm 4.6706 | dt 0.164
type train | step 1980 | loss 0.1073 0.0312 1.1136 0.6322 5.1709 2.1076 20.4939 3.3625 0.0120 0.0810 0.0094 0.3097 | lr 9.3e-04 | norm 3.9532 | dt 0.161
type train | step 1990 | loss 0.1038 0.0307 1.0743 0.5967 5.0274 2.0979 20.4124 3.3435 0.0118 0.0859 0.0068 0.3172 | lr 9.3e-04 | norm 4.7831 | dt 0.160
type train | step 2000 | loss 0.1020 0.0294 1.0970 0.5959 5.0487 2.0644 19.8839 3.1417 0.0114 0.0846 0.0066 0.3282 | lr 9.3e-04 | norm 5.0531 | dt 0.163
type train | step 2010 | loss 0.1043 0.0333 1.0819 0.6222 5.0458 2.1101 20.2851 3.1932 0.0123 0.0771 0.0086 0.3241 | lr 9.2e-04 | norm 3.7508 | dt 0.154
type train | step 2020 | loss 0.1032 0.0315 1.0569 0.6023 4.9553 2.1864 19.9414 3.2776 0.0112 0.0733 0.0100 0.3080 | lr 9.2e-04 | norm 3.8339 | dt 0.160
type train | step 2030 | loss 0.1090 0.0330 1.1170 0.6122 5.1934 2.1045 20.8576 3.3408 0.0119 0.0834 0.0117 0.3119 | lr 9.2e-04 | norm 3.7793 | dt 0.163
type train | step 2040 | loss 0.1051 0.0315 1.0710 0.6005 5.0605 2.1272 20.1881 3.2360 0.0136 0.0814 0.0094 0.3100 | lr 9.2e-04 | norm 4.1615 | dt 0.172
type train | step 2050 | loss 0.1020 0.0295 1.0652 0.5797 5.0071 2.1042 20.1184 3.2048 0.0125 0.0789 0.0078 0.3011 | lr 9.2e-04 | norm 4.2946 | dt 0.165
type train | step 2060 | loss 0.1001 0.0295 1.0603 0.6010 5.0015 2.0772 19.9621 3.2107 0.0122 0.0733 0.0072 0.3029 | lr 9.2e-04 | norm 3.9836 | dt 0.147
type train | step 2070 | loss 0.1056 0.0328 1.1080 0.6017 5.1530 2.1112 20.4970 3.2128 0.0127 0.0740 0.0065 0.3159 | lr 9.2e-04 | norm 3.7575 | dt 0.159
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type train | step 2100 | loss 0.1044 0.0312 1.0492 0.5745 4.9042 2.1398 19.8242 3.4080 0.0115 0.0600 0.0068 0.2939 | lr 9.1e-04 | norm 7.1788 | dt 0.165
type train | step 2110 | loss 0.1038 0.0329 1.0701 0.5750 5.0708 2.1603 20.3448 3.3741 0.0118 0.0644 0.0080 0.3219 | lr 9.1e-04 | norm 3.8887 | dt 0.155
type train | step 2120 | loss 0.1009 0.0309 1.0405 0.5771 4.8598 2.1976 19.6771 3.1100 0.0112 0.0566 0.0093 0.3436 | lr 9.1e-04 | norm 3.6615 | dt 0.149
type train | step 2130 | loss 0.1031 0.0323 1.0825 0.6021 5.0430 2.1083 19.9954 3.1471 0.0109 0.0580 0.0069 0.3176 | lr 9.1e-04 | norm 3.6584 | dt 0.160
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type train | step 2150 | loss 0.1014 0.0321 1.0261 0.6012 4.9795 2.1007 19.9506 3.1609 0.0111 0.0567 0.0071 0.3234 | lr 9.1e-04 | norm 5.2722 | dt 0.162
type train | step 2160 | loss 0.1016 0.0309 1.0498 0.6387 5.0884 2.1541 20.4352 3.1736 0.0117 0.0576 0.0079 0.3005 | lr 9.1e-04 | norm 5.0279 | dt 0.162
type train | step 2170 | loss 0.0982 0.0310 1.0421 0.5833 5.0154 2.1243 20.1994 3.2975 0.0128 0.0559 0.0098 0.2894 | lr 9.1e-04 | norm 3.9589 | dt 0.142
type train | step 2180 | loss 0.1000 0.0317 1.0391 0.6226 5.0248 2.1032 20.0937 3.2579 0.0157 0.0602 0.0061 0.3009 | lr 9.0e-04 | norm 4.4491 | dt 0.165
type train | step 2190 | loss 0.0988 0.0309 0.9993 0.5954 4.8044 2.1401 19.4386 3.2598 0.0196 0.0577 0.0071 0.3023 | lr 9.0e-04 | norm 4.1146 | dt 0.163
type train | step 2200 | loss 0.1000 0.0323 1.0074 0.5902 4.7975 2.2017 19.8201 3.4410 0.0238 0.0576 0.0065 0.3057 | lr 9.0e-04 | norm 5.0862 | dt 0.154
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type train | step 2220 | loss 0.0981 0.0315 1.0177 0.5986 5.0267 2.1462 20.3958 3.1677 0.0256 0.0686 0.0069 0.3000 | lr 9.0e-04 | norm 3.9968 | dt 0.165
type train | step 2230 | loss 0.1021 0.0308 1.0414 0.6069 4.8727 2.1671 19.5839 3.1695 0.0225 0.0650 0.0076 0.2833 | lr 9.0e-04 | norm 4.0279 | dt 0.157
type train | step 2240 | loss 0.0993 0.0322 1.0289 0.6072 4.9657 2.2070 19.8479 3.1821 0.0268 0.0725 0.0096 0.2976 | lr 9.0e-04 | norm 3.7163 | dt 0.158
type train | step 2250 | loss 0.1002 0.0317 1.0506 0.5898 4.9040 2.2199 19.7593 3.1780 0.0379 0.0598 0.0103 0.3154 | lr 8.9e-04 | norm 4.1046 | dt 0.160
type train | step 2260 | loss 0.1015 0.0304 1.0232 0.5881 4.9941 2.2546 20.1889 3.3015 0.0324 0.0600 0.0100 0.3215 | lr 8.9e-04 | norm 4.0369 | dt 0.158
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type train | step 2280 | loss 0.1029 0.0296 1.0318 0.5909 5.0031 2.2431 20.1184 3.2267 0.0306 0.0663 0.0133 0.2892 | lr 8.9e-04 | norm 4.2488 | dt 0.155
type train | step 2290 | loss 0.0988 0.0293 0.9987 0.5992 4.6956 2.1868 19.1430 3.2320 0.0312 0.0633 0.0124 0.3090 | lr 8.9e-04 | norm 5.1617 | dt 0.160
type train | step 2300 | loss 0.1008 0.0298 1.0253 0.6313 4.8667 2.0372 19.9742 3.1379 0.0271 0.0649 0.0269 0.3160 | lr 8.9e-04 | norm 3.9399 | dt 0.158
type train | step 2310 | loss 0.1008 0.0308 1.0263 0.6024 4.9583 2.1472 20.1153 3.2029 0.0284 0.0725 0.0180 0.3078 | lr 8.9e-04 | norm 3.7563 | dt 0.159
type train | step 2320 | loss 0.1015 0.0292 1.0268 0.5956 5.0313 2.0585 20.2082 3.3480 0.0253 0.0664 0.0284 0.3004 | lr 8.9e-04 | norm 4.8530 | dt 0.154
type train | step 2330 | loss 0.1019 0.0289 1.0223 0.6109 4.8579 2.1031 19.9544 3.2895 0.0255 0.0777 0.0180 0.3203 | lr 8.8e-04 | norm 4.0488 | dt 0.156
type train | step 2340 | loss 0.1010 0.0281 1.0169 0.5983 5.0506 2.0316 20.4904 3.2070 0.0234 0.0852 0.0144 0.3054 | lr 8.8e-04 | norm 4.1326 | dt 0.171
type train | step 2350 | loss 0.0996 0.0283 1.0199 0.6260 5.0138 2.0369 20.3346 3.3438 0.0261 0.0982 0.0146 0.2964 | lr 8.8e-04 | norm 4.6842 | dt 0.171
type train | step 2360 | loss 0.1004 0.0316 1.0236 0.6374 4.9801 2.1001 20.5428 3.2331 0.0293 0.0947 0.0145 0.2885 | lr 8.8e-04 | norm 4.5177 | dt 0.164
type train | step 2370 | loss 0.0975 0.0294 1.0021 0.5959 4.8029 2.0799 19.4461 3.1863 0.0272 0.0948 0.0139 0.3210 | lr 8.8e-04 | norm 3.8897 | dt 0.166
type train | step 2380 | loss 0.0981 0.0288 1.0040 0.6018 4.8810 2.1458 19.9171 3.2454 0.0267 0.0941 0.0107 0.3081 | lr 8.8e-04 | norm 4.1693 | dt 0.148
type train | step 2390 | loss 0.1025 0.0320 1.0273 0.6110 4.9052 2.0866 20.0014 3.2785 0.0270 0.0996 0.0117 0.2845 | lr 8.8e-04 | norm 4.2317 | dt 0.166
type train | step 2400 | loss 0.0999 0.0312 1.0144 0.6192 5.0867 2.0880 20.7832 3.3074 0.0248 0.0915 0.0112 0.2646 | lr 8.7e-04 | norm 4.3228 | dt 0.164
type train | step 2410 | loss 0.1011 0.0301 1.0101 0.6521 4.8586 2.1680 19.4971 3.2903 0.0229 0.1063 0.0108 0.3031 | lr 8.7e-04 | norm 4.1214 | dt 0.162
type train | step 2420 | loss 0.0994 0.0327 1.0143 0.6389 4.8837 2.1628 20.2638 3.3275 0.0222 0.1080 0.0108 0.3102 | lr 8.7e-04 | norm 3.8364 | dt 0.161
type train | step 2430 | loss 0.0965 0.0302 0.9874 0.6398 4.8169 2.1181 19.3404 3.1780 0.0223 0.1206 0.0087 0.3051 | lr 8.7e-04 | norm 3.6255 | dt 0.155
type train | step 2440 | loss 0.0984 0.0314 1.0041 0.6241 5.0620 2.1297 20.3704 3.1801 0.0255 0.1207 0.0104 0.3344 | lr 8.7e-04 | norm 3.8368 | dt 0.158
type train | step 2450 | loss 0.0983 0.0306 0.9976 0.6229 4.8883 2.1321 20.0173 3.2102 0.0240 0.1351 0.0100 0.3149 | lr 8.7e-04 | norm 3.3316 | dt 0.151
type train | step 2460 | loss 0.0991 0.0301 1.0065 0.6314 4.9609 2.0544 20.3356 3.3792 0.0193 0.1322 0.0082 0.3120 | lr 8.6e-04 | norm 3.9722 | dt 0.160
type train | step 2470 | loss 0.0981 0.0296 0.9779 0.5933 4.7674 2.0664 19.4709 3.3078 0.0197 0.1198 0.0091 0.2971 | lr 8.6e-04 | norm 4.1307 | dt 0.152
type train | step 2480 | loss 0.1012 0.0328 1.0334 0.6210 4.9574 2.2024 20.3399 3.4190 0.0198 0.1128 0.0082 0.3021 | lr 8.6e-04 | norm 5.2692 | dt 0.157
type train | step 2490 | loss 0.0968 0.0299 0.9918 0.6212 4.7993 2.1225 19.1551 3.4336 0.0200 0.1011 0.0104 0.3170 | lr 8.6e-04 | norm 7.0308 | dt 0.165
type train | step 2500 | loss 0.0962 0.0295 0.9767 0.6125 4.8359 2.0852 19.8097 3.2172 0.0178 0.1085 0.0091 0.3168 | lr 8.6e-04 | norm 5.7430 | dt 0.145
type train | step 2510 | loss 0.0968 0.0299 0.9810 0.5894 4.7769 2.1469 19.3467 3.1624 0.0181 0.1014 0.0096 0.3214 | lr 8.6e-04 | norm 3.7814 | dt 0.147
type train | step 2520 | loss 0.1017 0.0311 1.0351 0.6095 5.1075 2.0802 20.9270 3.2106 0.0201 0.1048 0.0102 0.3237 | lr 8.6e-04 | norm 3.7542 | dt 0.154
type train | step 2530 | loss 0.0971 0.0298 0.9958 0.5914 4.8147 2.0605 19.6264 3.2701 0.0229 0.0919 0.0088 0.3262 | lr 8.5e-04 | norm 8.5416 | dt 0.164
type train | step 2540 | loss 0.0952 0.0295 0.9502 0.6085 4.6632 2.0177 19.3270 3.0119 0.0230 0.0948 0.0082 0.3182 | lr 8.5e-04 | norm 3.5847 | dt 0.159
type train | step 2550 | loss 0.0985 0.0311 1.0047 0.5990 4.8918 2.0371 19.4960 3.1147 0.0247 0.0921 0.0085 0.3193 | lr 8.5e-04 | norm 4.4551 | dt 0.163
type train | step 2560 | loss 0.1004 0.0298 0.9984 0.6146 4.7510 2.1407 19.3454 3.2523 0.0225 0.0865 0.0076 0.3187 | lr 8.5e-04 | norm 3.8051 | dt 0.165
type train | step 2570 | loss 0.0976 0.0311 0.9570 0.5809 4.6999 2.1660 19.4569 3.2967 0.0204 0.0889 0.0069 0.3058 | lr 8.5e-04 | norm 4.2835 | dt 0.162
type train | step 2580 | loss 0.1064 0.0330 1.0215 0.6000 4.8573 2.1355 19.7478 3.2044 0.0209 0.0990 0.0071 0.3395 | lr 8.5e-04 | norm 4.7481 | dt 0.150
type train | step 2590 | loss 0.0992 0.0333 1.0076 0.6219 4.9182 2.0848 19.9749 3.2406 0.0226 0.0825 0.0066 0.3193 | lr 8.4e-04 | norm 5.1750 | dt 0.164
type train | step 2600 | loss 0.0961 0.0295 0.9662 0.6216 4.7903 2.0417 19.8984 3.1730 0.0219 0.0852 0.0074 0.3127 | lr 8.4e-04 | norm 5.3557 | dt 0.162
type train | step 2610 | loss 0.0954 0.0282 0.9922 0.5909 4.8335 2.0633 19.4222 3.0999 0.0206 0.0837 0.0065 0.3222 | lr 8.4e-04 | norm 4.2962 | dt 0.155
type train | step 2620 | loss 0.0978 0.0305 0.9791 0.6292 4.7810 2.0679 19.6738 3.3126 0.0203 0.0758 0.0083 0.3141 | lr 8.4e-04 | norm 4.0562 | dt 0.159
type train | step 2630 | loss 0.0967 0.0303 0.9595 0.5956 4.7385 2.1230 19.4576 3.2831 0.0172 0.0941 0.0071 0.3201 | lr 8.4e-04 | norm 5.0488 | dt 0.158
type train | step 2640 | loss 0.1024 0.0322 1.0142 0.6208 4.9365 2.1510 20.2793 3.2863 0.0192 0.0921 0.0068 0.3107 | lr 8.4e-04 | norm 4.4036 | dt 0.143
type train | step 2650 | loss 0.0988 0.0303 0.9805 0.6062 4.8038 2.1178 19.6600 3.2109 0.0198 0.0780 0.0073 0.3069 | lr 8.4e-04 | norm 4.8560 | dt 0.156
type train | step 2660 | loss 0.0961 0.0277 0.9713 0.6010 4.8049 2.1376 19.6592 3.1373 0.0186 0.0842 0.0064 0.3128 | lr 8.3e-04 | norm 3.9135 | dt 0.148
type train | step 2670 | loss 0.0940 0.0273 0.9669 0.5920 4.8027 2.0758 19.4809 3.0934 0.0164 0.0865 0.0057 0.3313 | lr 8.3e-04 | norm 4.3524 | dt 0.167
type train | step 2680 | loss 0.0995 0.0322 1.0109 0.6091 4.9130 2.1494 19.9758 3.1624 0.0174 0.0858 0.0059 0.3104 | lr 8.3e-04 | norm 4.2553 | dt 0.145
type train | step 2690 | loss 0.0965 0.0295 0.9453 0.5750 4.6769 2.1252 19.1912 3.2028 0.0158 0.0851 0.0066 0.3048 | lr 8.3e-04 | norm 4.0853 | dt 0.162
type train | step 2700 | loss 0.0949 0.0290 0.9547 0.6132 4.7160 2.1600 19.5345 3.2414 0.0172 0.0722 0.0060 0.2965 | lr 8.3e-04 | norm 3.8661 | dt 0.151
type train | step 2710 | loss 0.0988 0.0288 0.9669 0.6176 4.6940 2.1511 19.2573 3.0966 0.0160 0.0799 0.0064 0.2978 | lr 8.3e-04 | norm 3.9197 | dt 0.162
type train | step 2720 | loss 0.0983 0.0294 0.9830 0.5896 4.8774 2.1766 19.8251 3.3679 0.0159 0.0771 0.0074 0.3015 | lr 8.2e-04 | norm 4.1674 | dt 0.164
type train | step 2730 | loss 0.0953 0.0279 0.9545 0.5916 4.6833 2.1692 19.2373 3.1844 0.0176 0.0652 0.0064 0.3100 | lr 8.2e-04 | norm 4.1775 | dt 0.167
type train | step 2740 | loss 0.0982 0.0303 0.9970 0.6203 4.8335 2.2345 19.5034 3.2680 0.0155 0.0677 0.0067 0.3041 | lr 8.2e-04 | norm 4.1814 | dt 0.161
type train | step 2750 | loss 0.0974 0.0327 0.9565 0.6197 4.7705 2.1709 19.6511 3.2036 0.0175 0.0848 0.0084 0.2820 | lr 8.2e-04 | norm 4.1272 | dt 0.143
type train | step 2760 | loss 0.0966 0.0306 0.9460 0.5925 4.7653 2.1438 19.5329 3.2653 0.0173 0.0769 0.0103 0.2932 | lr 8.2e-04 | norm 5.4727 | dt 0.157
type train | step 2770 | loss 0.0964 0.0307 0.9743 0.5930 4.8928 2.1675 20.0108 3.1770 0.0170 0.0769 0.0093 0.3055 | lr 8.2e-04 | norm 3.8526 | dt 0.166
type train | step 2780 | loss 0.0937 0.0284 0.9611 0.6041 4.8306 2.1338 19.8332 3.0939 0.0167 0.0798 0.0082 0.2949 | lr 8.1e-04 | norm 4.2835 | dt 0.147
type train | step 2790 | loss 0.0952 0.0281 0.9567 0.6214 4.8459 2.1360 19.7013 3.1361 0.0161 0.0668 0.0067 0.3067 | lr 8.1e-04 | norm 3.8799 | dt 0.164
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type train | step 2810 | loss 0.0953 0.0298 0.9388 0.6111 4.6246 2.2449 19.4386 3.2203 0.0143 0.0664 0.0063 0.3098 | lr 8.1e-04 | norm 4.5189 | dt 0.149
type train | step 2820 | loss 0.0979 0.0300 0.9782 0.5960 4.7871 2.2159 19.7979 3.2837 0.0136 0.0713 0.0073 0.3070 | lr 8.1e-04 | norm 3.5667 | dt 0.147
type train | step 2830 | loss 0.0933 0.0280 0.9503 0.6128 4.8513 2.1389 19.9881 3.1118 0.0132 0.0607 0.0066 0.2889 | lr 8.1e-04 | norm 3.8589 | dt 0.146
type train | step 2840 | loss 0.0963 0.0279 0.9702 0.6108 4.7134 2.1258 19.1932 3.1260 0.0139 0.0629 0.0070 0.2962 | lr 8.0e-04 | norm 4.0280 | dt 0.152
type train | step 2850 | loss 0.0944 0.0291 0.9605 0.6162 4.7971 2.1712 19.5020 3.1848 0.0139 0.0515 0.0078 0.2935 | lr 8.0e-04 | norm 3.9524 | dt 0.146
type train | step 2860 | loss 0.0948 0.0305 0.9789 0.5900 4.7265 2.2156 19.3405 3.1709 0.0153 0.0523 0.0077 0.2922 | lr 8.0e-04 | norm 4.4107 | dt 0.166
type train | step 2870 | loss 0.0957 0.0290 0.9608 0.5931 4.8337 2.1826 19.8254 3.2333 0.0129 0.0558 0.0067 0.2968 | lr 8.0e-04 | norm 3.8939 | dt 0.142
type train | step 2880 | loss 0.0926 0.0290 0.9415 0.6054 4.6191 2.1919 19.2453 3.1294 0.0132 0.0529 0.0081 0.2876 | lr 8.0e-04 | norm 4.4593 | dt 0.168
type train | step 2890 | loss 0.0968 0.0295 0.9700 0.5866 4.8304 2.2103 19.7609 3.2628 0.0132 0.0509 0.0101 0.2865 | lr 7.9e-04 | norm 3.8996 | dt 0.144
type train | step 2900 | loss 0.0928 0.0300 0.9372 0.6322 4.5469 2.1664 18.8221 3.1251 0.0136 0.0527 0.0133 0.2709 | lr 7.9e-04 | norm 3.8360 | dt 0.159
type train | step 2910 | loss 0.0952 0.0302 0.9647 0.6476 4.7069 2.1853 19.5786 3.1499 0.0131 0.0624 0.0157 0.2738 | lr 7.9e-04 | norm 4.9672 | dt 0.152
type train | step 2920 | loss 0.0945 0.0322 0.9631 0.6483 4.7836 2.1458 19.7540 3.2273 0.0145 0.0571 0.0221 0.2941 | lr 7.9e-04 | norm 5.3068 | dt 0.162
type train | step 2930 | loss 0.0953 0.0303 0.9689 0.6309 4.8625 2.1781 19.8373 3.0979 0.0162 0.0479 0.0227 0.2729 | lr 7.9e-04 | norm 3.6928 | dt 0.160
type train | step 2940 | loss 0.0953 0.0310 0.9583 0.5967 4.7092 2.1856 19.6124 3.3467 0.0160 0.0528 0.0235 0.2840 | lr 7.9e-04 | norm 5.1276 | dt 0.143
type train | step 2950 | loss 0.0944 0.0301 0.9581 0.6165 4.9003 2.1908 20.2049 3.2227 0.0151 0.0498 0.0249 0.2540 | lr 7.8e-04 | norm 4.1099 | dt 0.161
type train | step 2960 | loss 0.0933 0.0292 0.9611 0.6559 4.8680 2.1699 20.0486 3.1237 0.0154 0.0583 0.0325 0.2884 | lr 7.8e-04 | norm 4.4623 | dt 0.157
type train | step 2970 | loss 0.0945 0.0316 0.9673 0.6369 4.8373 2.1508 20.2354 3.3198 0.0142 0.0560 0.0363 0.2509 | lr 7.8e-04 | norm 3.4690 | dt 0.149
type train | step 2980 | loss 0.0913 0.0288 0.9368 0.6369 4.6553 2.1049 19.1373 3.2195 0.0131 0.0552 0.0344 0.2697 | lr 7.8e-04 | norm 3.4601 | dt 0.145
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type train | step 3000 | loss 0.0963 0.0318 0.9615 0.6095 4.7347 2.0917 19.6946 3.3481 0.0131 0.0580 0.0204 0.2887 | lr 7.8e-04 | norm 5.3264 | dt 0.159
type train | step 3010 | loss 0.0938 0.0294 0.9579 0.6316 4.9343 2.0761 20.5021 3.1950 0.0123 0.0535 0.0135 0.2877 | lr 7.7e-04 | norm 4.6291 | dt 0.170
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type train | step 3030 | loss 0.0931 0.0318 0.9624 0.6231 4.7481 2.1248 20.0101 3.1858 0.0126 0.0489 0.0104 0.2780 | lr 7.7e-04 | norm 4.8543 | dt 0.164
type train | step 3040 | loss 0.0898 0.0284 0.9255 0.5913 4.6859 2.1844 19.0608 2.9755 0.0128 0.0592 0.0103 0.2772 | lr 7.7e-04 | norm 4.3677 | dt 0.164
type train | step 3050 | loss 0.0923 0.0295 0.9466 0.6353 4.9216 2.1063 20.0790 3.1798 0.0120 0.0596 0.0154 0.2801 | lr 7.7e-04 | norm 5.5407 | dt 0.168
type train | step 3060 | loss 0.0918 0.0292 0.9464 0.6137 4.7554 2.1603 19.7611 3.1376 0.0129 0.0583 0.0113 0.2655 | lr 7.6e-04 | norm 4.1454 | dt 0.149
type train | step 3070 | loss 0.0922 0.0295 0.9538 0.6080 4.8323 2.1224 20.0389 3.0907 0.0121 0.0579 0.0102 0.2888 | lr 7.6e-04 | norm 4.5095 | dt 0.160
type train | step 3080 | loss 0.0921 0.0293 0.9227 0.6412 4.6391 2.1741 19.1783 3.0987 0.0116 0.0471 0.0114 0.2949 | lr 7.6e-04 | norm 4.0189 | dt 0.162
type train | step 3090 | loss 0.0951 0.0329 0.9772 0.6303 4.8107 2.2115 20.0457 3.2420 0.0125 0.0460 0.0122 0.2793 | lr 7.6e-04 | norm 5.1346 | dt 0.149
type train | step 3100 | loss 0.0911 0.0289 0.9344 0.5928 4.6795 2.1451 18.9134 3.0828 0.0122 0.0468 0.0125 0.2914 | lr 7.6e-04 | norm 3.5603 | dt 0.157
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type train | step 4310 | loss 0.0906 0.0319 0.9332 0.5955 4.6594 2.1188 19.8497 3.1438 0.0100 0.0821 0.0618 0.2250 | lr 5.1e-04 | norm 4.9157 | dt 0.143
type train | step 4320 | loss 0.0869 0.0286 0.8979 0.5901 4.5435 2.0235 18.8563 3.0243 0.0092 0.0727 0.0632 0.2239 | lr 5.1e-04 | norm 4.0429 | dt 0.165
type train | step 4330 | loss 0.0860 0.0272 0.8870 0.5720 4.5927 2.0515 19.4072 3.0764 0.0099 0.0751 0.0672 0.2136 | lr 5.1e-04 | norm 3.4898 | dt 0.162
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type train | step 4350 | loss 0.0905 0.0290 0.9364 0.6028 4.8557 2.0351 20.5012 3.1829 0.0105 0.0718 0.0721 0.2129 | lr 5.0e-04 | norm 3.8659 | dt 0.146
type train | step 4360 | loss 0.0866 0.0287 0.9057 0.5708 4.5695 2.1042 19.2789 3.1714 0.0098 0.0723 0.0793 0.2129 | lr 5.0e-04 | norm 5.8055 | dt 0.159
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type train | step 4380 | loss 0.0878 0.0279 0.9131 0.5732 4.6450 2.0659 19.1981 3.0194 0.0094 0.0700 0.0860 0.2154 | lr 5.0e-04 | norm 3.7414 | dt 0.148
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type train | step 4400 | loss 0.0867 0.0293 0.8884 0.5993 4.4860 2.0662 19.1956 3.1222 0.0099 0.0694 0.0862 0.2196 | lr 4.9e-04 | norm 3.6627 | dt 0.166
type train | step 4410 | loss 0.0937 0.0319 0.9089 0.6192 4.5709 2.0462 19.3553 3.1693 0.0106 0.0766 0.0694 0.2132 | lr 4.9e-04 | norm 4.1024 | dt 0.163
type train | step 4420 | loss 0.0879 0.0307 0.9204 0.6484 4.6488 2.0198 19.5943 3.2240 0.0097 0.0732 0.0627 0.2171 | lr 4.9e-04 | norm 4.3746 | dt 0.145
type train | step 4430 | loss 0.0855 0.0286 0.8901 0.6210 4.5628 2.0252 19.5445 3.1414 0.0093 0.0857 0.0674 0.2211 | lr 4.9e-04 | norm 3.7377 | dt 0.161
type train | step 4440 | loss 0.0846 0.0262 0.9114 0.5661 4.5996 2.0050 19.0699 3.0424 0.0092 0.0792 0.0749 0.2176 | lr 4.8e-04 | norm 3.9705 | dt 0.164
type train | step 4450 | loss 0.0866 0.0288 0.9036 0.6115 4.5279 2.0045 19.2588 3.2082 0.0099 0.0880 0.0815 0.2148 | lr 4.8e-04 | norm 3.7119 | dt 0.159
type train | step 4460 | loss 0.0856 0.0282 0.8964 0.6337 4.5357 2.0124 19.2369 3.2502 0.0099 0.1029 0.0777 0.2123 | lr 4.8e-04 | norm 4.8907 | dt 0.165
type train | step 4470 | loss 0.0910 0.0296 0.9348 0.5952 4.6808 2.0314 19.9806 3.2272 0.0093 0.1031 0.0740 0.2244 | lr 4.8e-04 | norm 3.7885 | dt 0.166
type train | step 4480 | loss 0.0874 0.0291 0.9145 0.5701 4.5253 2.0356 19.1771 3.2095 0.0093 0.0974 0.0690 0.2126 | lr 4.8e-04 | norm 5.0547 | dt 0.157
type train | step 4490 | loss 0.0849 0.0266 0.8981 0.5471 4.5810 2.0798 19.3436 3.2122 0.0095 0.0944 0.0701 0.2120 | lr 4.7e-04 | norm 4.2423 | dt 0.157
type train | step 4500 | loss 0.0832 0.0259 0.8942 0.5531 4.5926 2.0458 19.2331 3.0990 0.0088 0.0983 0.0772 0.2134 | lr 4.7e-04 | norm 3.8256 | dt 0.147
type train | step 4510 | loss 0.0877 0.0299 0.9364 0.5990 4.6644 2.0956 19.5741 3.2416 0.0092 0.0997 0.0759 0.2136 | lr 4.7e-04 | norm 4.1111 | dt 0.159
type train | step 4520 | loss 0.0855 0.0285 0.8831 0.5694 4.4699 2.0535 18.8494 3.1348 0.0096 0.0986 0.0759 0.2123 | lr 4.7e-04 | norm 3.9612 | dt 0.164
type train | step 4530 | loss 0.0841 0.0320 0.8875 0.5634 4.4888 2.0313 19.2484 3.0775 0.0089 0.0974 0.0777 0.2045 | lr 4.7e-04 | norm 3.9157 | dt 0.172
type train | step 4540 | loss 0.0874 0.0297 0.9056 0.5438 4.4581 1.9808 18.9253 3.1733 0.0096 0.0981 0.0732 0.2129 | lr 4.6e-04 | norm 3.8182 | dt 0.161
type train | step 4550 | loss 0.0882 0.0312 0.9112 0.5513 4.6333 2.0750 19.5222 3.2125 0.0092 0.0969 0.0681 0.2097 | lr 4.6e-04 | norm 4.1777 | dt 0.144
type train | step 4560 | loss 0.0844 0.0284 0.8911 0.5485 4.4532 2.0656 18.9096 3.1160 0.0088 0.0982 0.0713 0.2063 | lr 4.6e-04 | norm 3.8209 | dt 0.149
type train | step 4570 | loss 0.0864 0.0301 0.9309 0.5650 4.5947 2.0936 19.1874 3.1696 0.0090 0.0933 0.0727 0.2035 | lr 4.6e-04 | norm 4.0893 | dt 0.171
type train | step 4580 | loss 0.0866 0.0306 0.8978 0.5780 4.5619 2.0665 19.3099 3.1025 0.0091 0.0949 0.0715 0.2250 | lr 4.6e-04 | norm 3.9868 | dt 0.158
type train | step 4590 | loss 0.0860 0.0294 0.8939 0.5507 4.5420 2.0613 19.2451 3.1386 0.0087 0.0945 0.0787 0.2008 | lr 4.5e-04 | norm 3.7569 | dt 0.156
type train | step 4600 | loss 0.0857 0.0283 0.9102 0.5658 4.6887 2.0087 19.7493 3.1840 0.0087 0.0943 0.0870 0.1855 | lr 4.5e-04 | norm 4.6404 | dt 0.161
type train | step 4610 | loss 0.0833 0.0275 0.9093 0.5465 4.6533 2.0220 19.5818 3.1186 0.0088 0.0899 0.0799 0.2029 | lr 4.5e-04 | norm 5.6135 | dt 0.146
type train | step 4620 | loss 0.0844 0.0282 0.9055 0.5439 4.6256 2.0266 19.4453 3.0898 0.0088 0.0863 0.0781 0.2078 | lr 4.5e-04 | norm 5.0541 | dt 0.161
type train | step 4630 | loss 0.0842 0.0277 0.8691 0.5440 4.3826 2.0098 18.6574 3.0593 0.0088 0.0828 0.0828 0.2107 | lr 4.5e-04 | norm 4.3113 | dt 0.165
type train | step 4640 | loss 0.0841 0.0281 0.8869 0.5465 4.4457 2.0928 19.2422 3.0866 0.0087 0.0838 0.0840 0.2213 | lr 4.4e-04 | norm 4.1760 | dt 0.166
type train | step 4650 | loss 0.0866 0.0306 0.9181 0.5485 4.5348 2.1377 19.6102 3.2102 0.0091 0.0814 0.0834 0.2028 | lr 4.4e-04 | norm 3.6248 | dt 0.152
type train | step 4660 | loss 0.0831 0.0289 0.9004 0.5598 4.6668 1.9753 19.7775 3.1081 0.0086 0.0835 0.0817 0.1939 | lr 4.4e-04 | norm 3.7025 | dt 0.146
type train | step 4670 | loss 0.0858 0.0291 0.9195 0.5324 4.5424 2.0266 19.0064 3.1846 0.0089 0.0811 0.0842 0.1991 | lr 4.4e-04 | norm 5.2653 | dt 0.148
type train | step 4680 | loss 0.0843 0.0296 0.9032 0.5425 4.5816 2.0523 19.2528 3.1336 0.0084 0.0840 0.0867 0.2137 | lr 4.4e-04 | norm 4.3646 | dt 0.161
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type train | step 4700 | loss 0.0845 0.0293 0.9082 0.5300 4.6442 2.0933 19.5341 3.1124 0.0085 0.0797 0.0832 0.2033 | lr 4.3e-04 | norm 3.9751 | dt 0.154
type train | step 4710 | loss 0.0826 0.0295 0.8945 0.5223 4.4467 2.0598 19.0635 3.1042 0.0087 0.0751 0.0840 0.2185 | lr 4.3e-04 | norm 4.0514 | dt 0.164
type train | step 4720 | loss 0.0861 0.0288 0.9122 0.5303 4.6278 2.0682 19.6113 3.1153 0.0087 0.0765 0.0833 0.2011 | lr 4.3e-04 | norm 3.6917 | dt 0.162
type train | step 4730 | loss 0.0820 0.0290 0.8937 0.5013 4.3774 2.0093 18.6299 3.0096 0.0085 0.0701 0.0790 0.2036 | lr 4.2e-04 | norm 5.0389 | dt 0.163
type train | step 4740 | loss 0.0848 0.0310 0.9124 0.5261 4.5074 2.0360 19.3892 3.0334 0.0085 0.0738 0.0885 0.2145 | lr 4.2e-04 | norm 3.5124 | dt 0.162
type train | step 4750 | loss 0.0840 0.0295 0.9098 0.5174 4.5944 2.0256 19.5578 3.0538 0.0085 0.0685 0.0899 0.2093 | lr 4.2e-04 | norm 4.4095 | dt 0.149
type train | step 4760 | loss 0.0844 0.0301 0.9181 0.5120 4.6715 2.0429 19.6826 3.1154 0.0083 0.0681 0.0819 0.2069 | lr 4.2e-04 | norm 5.1478 | dt 0.155
type train | step 4770 | loss 0.0851 0.0299 0.9053 0.5143 4.5230 2.0452 19.5030 3.1224 0.0087 0.0620 0.0774 0.2103 | lr 4.2e-04 | norm 3.8700 | dt 0.153
type train | step 4780 | loss 0.0840 0.0297 0.9134 0.5045 4.7247 1.9934 20.0450 3.0600 0.0083 0.0653 0.0794 0.2003 | lr 4.1e-04 | norm 4.0563 | dt 0.169
type train | step 4790 | loss 0.0835 0.0291 0.9127 0.5330 4.6996 2.0110 19.8668 3.0572 0.0086 0.0627 0.0837 0.2094 | lr 4.1e-04 | norm 3.9830 | dt 0.165
type train | step 4800 | loss 0.0842 0.0314 0.9210 0.5514 4.6494 2.0364 20.0197 3.1209 0.0086 0.0635 0.0821 0.2170 | lr 4.1e-04 | norm 4.2732 | dt 0.164
type train | step 4810 | loss 0.0813 0.0288 0.8887 0.5089 4.4892 2.0021 19.0067 3.0202 0.0083 0.0622 0.0810 0.2124 | lr 4.1e-04 | norm 4.3616 | dt 0.162
type train | step 4820 | loss 0.0821 0.0289 0.9065 0.5329 4.5572 2.0493 19.4786 3.0556 0.0082 0.0591 0.0802 0.2111 | lr 4.1e-04 | norm 4.0459 | dt 0.166
type train | step 4830 | loss 0.0859 0.0324 0.9087 0.5237 4.5416 2.0309 19.4831 3.2238 0.0088 0.0563 0.0791 0.2040 | lr 4.0e-04 | norm 4.3056 | dt 0.163
type train | step 4840 | loss 0.0829 0.0293 0.9133 0.5321 4.7422 1.9684 20.4194 3.1704 0.0085 0.0623 0.0778 0.2095 | lr 4.0e-04 | norm 4.9121 | dt 0.152
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type train | step 4870 | loss 0.0806 0.0280 0.8853 0.5579 4.5317 1.9696 19.0059 3.0222 0.0084 0.0543 0.0816 0.2097 | lr 4.0e-04 | norm 4.1547 | dt 0.167
type train | step 4880 | loss 0.0824 0.0293 0.9076 0.5586 4.7529 2.0052 19.9944 3.0267 0.0081 0.0559 0.0835 0.2028 | lr 4.0e-04 | norm 3.8909 | dt 0.162
type train | step 4890 | loss 0.0820 0.0280 0.9056 0.5388 4.5843 1.9720 19.5669 3.0632 0.0081 0.0551 0.0824 0.2101 | lr 3.9e-04 | norm 4.0073 | dt 0.144
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type train | step 4920 | loss 0.0850 0.0326 0.9317 0.5235 4.6185 2.0432 19.8469 3.1658 0.0084 0.0533 0.0859 0.2112 | lr 3.9e-04 | norm 3.8487 | dt 0.166
type train | step 4930 | loss 0.0817 0.0273 0.8977 0.5296 4.5189 1.9884 18.9477 3.1080 0.0079 0.0519 0.0832 0.2005 | lr 3.9e-04 | norm 4.8302 | dt 0.163
type train | step 4940 | loss 0.0808 0.0267 0.8840 0.5043 4.5673 2.0254 19.5029 3.1000 0.0078 0.0502 0.0793 0.1895 | lr 3.8e-04 | norm 3.6586 | dt 0.151
type train | step 4950 | loss 0.0817 0.0264 0.8912 0.5227 4.5125 2.0224 19.0624 3.1669 0.0080 0.0486 0.0795 0.1991 | lr 3.8e-04 | norm 3.6352 | dt 0.148
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type train | step 5140 | loss 0.0805 0.0298 0.8839 0.5389 4.4562 2.0949 19.2836 3.3224 0.0078 0.0553 0.0603 0.1982 | lr 3.5e-04 | norm 4.2213 | dt 0.162
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type train | step 6540 | loss 0.0768 0.0288 0.8886 0.5074 4.3732 2.1183 19.2180 3.4410 0.0069 0.0491 0.0136 0.2242 | lr 1.4e-04 | norm 4.5295 | dt 0.147
type train | step 6550 | loss 0.0799 0.0296 0.9084 0.5246 4.5632 2.0999 19.7710 3.4176 0.0068 0.0523 0.0138 0.2277 | lr 1.4e-04 | norm 3.6475 | dt 0.154
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type train | step 6770 | loss 0.0759 0.0280 0.8874 0.4967 4.5154 2.0707 19.6666 3.3781 0.0065 0.0455 0.0149 0.2273 | lr 1.3e-04 | norm 3.6624 | dt 0.169
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type train | step 6820 | loss 0.0784 0.0294 0.9144 0.4870 4.5533 1.9706 19.3901 3.3364 0.0068 0.0453 0.0142 0.2410 | lr 1.2e-04 | norm 4.8766 | dt 0.155
type train | step 6830 | loss 0.0799 0.0303 0.9146 0.5131 4.3932 2.0362 19.0830 3.4469 0.0069 0.0453 0.0134 0.2429 | lr 1.2e-04 | norm 3.9077 | dt 0.171
type train | step 6840 | loss 0.0776 0.0290 0.8918 0.5086 4.3989 2.0691 19.4092 3.3635 0.0068 0.0440 0.0143 0.2380 | lr 1.2e-04 | norm 3.8875 | dt 0.160
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type train | step 6860 | loss 0.0789 0.0301 0.9172 0.4921 4.5451 2.0392 19.8268 3.4159 0.0068 0.0448 0.0139 0.2419 | lr 1.2e-04 | norm 4.3171 | dt 0.169
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type train | step 6880 | loss 0.0768 0.0276 0.9079 0.4921 4.5189 1.9493 19.2769 3.2712 0.0065 0.0446 0.0139 0.2409 | lr 1.2e-04 | norm 3.7774 | dt 0.151
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type train | step 6900 | loss 0.0768 0.0294 0.8965 0.5069 4.4539 2.0426 19.3822 3.4317 0.0068 0.0438 0.0121 0.2330 | lr 1.2e-04 | norm 4.0820 | dt 0.166
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type train | step 6920 | loss 0.0789 0.0294 0.9077 0.5042 4.4518 2.0214 19.4048 3.3589 0.0068 0.0459 0.0138 0.2392 | lr 1.2e-04 | norm 4.2157 | dt 0.153
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type train | step 6950 | loss 0.0797 0.0307 0.9328 0.5090 4.5895 2.1317 19.7607 3.3485 0.0067 0.0426 0.0117 0.2346 | lr 1.1e-04 | norm 4.5982 | dt 0.151
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type train | step 7230 | loss 0.0775 0.0279 0.9154 0.4899 4.6214 2.0432 20.0900 3.4253 0.0066 0.0438 0.0125 0.2220 | lr 1.0e-04 | norm 4.6372 | dt 0.163
type train | step 7240 | loss 0.0784 0.0309 0.9260 0.5035 4.5803 2.0829 20.2262 3.4213 0.0067 0.0444 0.0135 0.2236 | lr 1.0e-04 | norm 4.2346 | dt 0.159
type train | step 7250 | loss 0.0753 0.0275 0.8896 0.4989 4.4193 2.0519 19.2112 3.3617 0.0065 0.0429 0.0139 0.2263 | lr 1.0e-04 | norm 4.2141 | dt 0.159
type train | step 7260 | loss 0.0759 0.0275 0.9080 0.5059 4.4796 2.0465 19.6770 3.3392 0.0065 0.0434 0.0131 0.2257 | lr 1.0e-04 | norm 4.5065 | dt 0.157
type train | step 7270 | loss 0.0802 0.0306 0.9026 0.5062 4.4539 2.0704 19.6403 3.4248 0.0067 0.0430 0.0130 0.2258 | lr 1.0e-04 | norm 5.1624 | dt 0.159
type train | step 7280 | loss 0.0773 0.0283 0.9154 0.5068 4.6683 2.0020 20.5661 3.4152 0.0065 0.0443 0.0124 0.2237 | lr 1.0e-04 | norm 4.9950 | dt 0.144
type train | step 7290 | loss 0.0787 0.0275 0.9152 0.4835 4.4827 2.0569 19.2667 3.3839 0.0066 0.0434 0.0127 0.2272 | lr 1.0e-04 | norm 5.2949 | dt 0.144
type train | step 7300 | loss 0.0777 0.0321 0.9200 0.5039 4.5059 2.0383 20.0388 3.3988 0.0066 0.0439 0.0147 0.2200 | lr 1.0e-04 | norm 4.5519 | dt 0.153
type train | step 7310 | loss 0.0749 0.0281 0.8942 0.4913 4.4582 2.0243 19.2320 3.2407 0.0064 0.0426 0.0125 0.2205 | lr 1.0e-04 | norm 4.1368 | dt 0.166
type train | step 7320 | loss 0.0764 0.0291 0.9094 0.5024 4.6847 2.0824 20.2163 3.3603 0.0066 0.0425 0.0119 0.2207 | lr 1.0e-04 | norm 3.6399 | dt 0.168
type train | step 7330 | loss 0.0766 0.0286 0.9065 0.5051 4.5187 2.0195 19.7636 3.3060 0.0065 0.0422 0.0137 0.2213 | lr 1.0e-04 | norm 4.0012 | dt 0.161
type train | step 7340 | loss 0.0768 0.0286 0.9159 0.5013 4.6014 2.0353 20.1478 3.3750 0.0064 0.0426 0.0136 0.2238 | lr 1.0e-04 | norm 4.6623 | dt 0.148
type train | step 7350 | loss 0.0772 0.0274 0.8888 0.4825 4.4325 2.0574 19.2281 3.3239 0.0065 0.0424 0.0152 0.2236 | lr 1.0e-04 | norm 4.4155 | dt 0.165
type train | step 7360 | loss 0.0800 0.0313 0.9287 0.4953 4.5423 2.1122 20.0030 3.4925 0.0068 0.0427 0.0170 0.2232 | lr 1.0e-04 | norm 4.2640 | dt 0.159
type train | step 7370 | loss 0.0764 0.0266 0.9052 0.4894 4.4568 2.0626 19.0652 3.3451 0.0065 0.0413 0.0149 0.2262 | lr 1.0e-04 | norm 4.0792 | dt 0.161
type train | step 7380 | loss 0.0754 0.0274 0.8904 0.4838 4.5082 2.0007 19.6929 3.3790 0.0064 0.0408 0.0170 0.2238 | lr 1.0e-04 | norm 4.4508 | dt 0.161
type train | step 7390 | loss 0.0764 0.0276 0.8995 0.4779 4.4540 2.0440 19.2687 3.3114 0.0065 0.0400 0.0169 0.2285 | lr 1.0e-04 | norm 4.2042 | dt 0.153
type train | step 7400 | loss 0.0797 0.0300 0.9413 0.4935 4.7551 2.0638 20.7565 3.3885 0.0068 0.0407 0.0172 0.2261 | lr 1.0e-04 | norm 4.8839 | dt 0.169
type train | step 7410 | loss 0.0761 0.0283 0.9068 0.4793 4.4622 2.0329 19.5583 3.3792 0.0066 0.0414 0.0174 0.2262 | lr 1.0e-04 | norm 4.2323 | dt 0.160
type train | step 7420 | loss 0.0747 0.0305 0.8726 0.4731 4.3365 1.9807 19.1723 3.3159 0.0064 0.0417 0.0189 0.2268 | lr 1.0e-04 | norm 4.0382 | dt 0.149
type train | step 7430 | loss 0.0778 0.0288 0.9185 0.4812 4.5467 1.9955 19.4173 3.3693 0.0065 0.0398 0.0185 0.2322 | lr 1.0e-04 | norm 4.4789 | dt 0.168
type train | step 7440 | loss 0.0793 0.0307 0.9157 0.5036 4.3892 2.0615 19.1098 3.4695 0.0068 0.0401 0.0168 0.2300 | lr 1.0e-04 | norm 3.7305 | dt 0.158
type train | step 7450 | loss 0.0771 0.0283 0.8970 0.4957 4.3928 2.0668 19.4491 3.3318 0.0067 0.0396 0.0170 0.2361 | lr 1.0e-04 | norm 4.0865 | dt 0.160
type train | step 7460 | loss 0.0836 0.0321 0.9091 0.5066 4.4695 2.0890 19.6173 3.3930 0.0068 0.0413 0.0162 0.2350 | lr 1.0e-04 | norm 4.6009 | dt 0.162
type train | step 7470 | loss 0.0784 0.0297 0.9213 0.4871 4.5336 2.0286 19.8389 3.3479 0.0067 0.0401 0.0186 0.2348 | lr 1.0e-04 | norm 4.8387 | dt 0.154
type train | step 7480 | loss 0.0766 0.0289 0.8906 0.4885 4.4816 1.9859 19.8555 3.2808 0.0065 0.0394 0.0168 0.2310 | lr 1.0e-04 | norm 5.3804 | dt 0.150
type train | step 7490 | loss 0.0761 0.0277 0.9091 0.4722 4.5084 1.9765 19.3035 3.3259 0.0063 0.0400 0.0153 0.2287 | lr 1.0e-04 | norm 4.2328 | dt 0.167
type train | step 7500 | loss 0.0775 0.0299 0.9048 0.5000 4.4346 2.0082 19.4988 3.3226 0.0066 0.0395 0.0173 0.2260 | lr 1.0e-04 | norm 4.4218 | dt 0.162