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iteration int64 0 312k | gns float64 13.4 4,574B ⌀ | gns_norm float64 -31.01 1.72k ⌀ | gns_var float64 0 211k ⌀ | train_loss float64 0 5.79 ⌀ | train_acc float64 | val_loss float64 0.34 450 ⌀ | val_acc float64 0.1 0.94 ⌀ | test_loss float64 0.69 486 ⌀ | test_acc float64 0.1 0.87 ⌀ | width float64 1 4 | batch_size int64 32 16.4k | lr float64 0 0.1 | samples_seen int64 0 9.99M |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | null | null | null | null | null | 2.296875 | 0.1 | 2.296875 | 0.1 | 1 | 4,096 | 0.000001 | 0 |
11 | 1,207.800391 | 2.987038 | 3,607.745443 | 2.299751 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 45,056 |
12 | 1,335.327658 | 1.54868 | 2,067.995892 | 2.300255 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 49,152 |
13 | 1,250.755959 | 1.145076 | 1,432.210678 | 2.300919 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 53,248 |
14 | 1,248.265021 | 0.933611 | 1,165.393522 | 2.301502 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 57,344 |
15 | 1,243.659811 | 0.788108 | 980.138729 | 2.302238 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 61,440 |
16 | 1,200.908759 | 0.715715 | 859.507963 | 2.302368 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 65,536 |
17 | 1,163.553428 | 0.66036 | 768.364475 | 2.303024 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 69,632 |
18 | 1,146.375131 | 0.617254 | 707.604951 | 2.303364 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 73,728 |
19 | 1,127.603807 | 0.578345 | 652.14384 | 2.303593 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 77,824 |
20 | 1,121.379148 | 0.555265 | 622.662624 | 2.303577 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 81,920 |
21 | 1,121.222531 | 0.536411 | 601.435903 | 2.303604 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 86,016 |
22 | 1,124.444195 | 0.518179 | 582.663655 | 2.303974 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 90,112 |
23 | 1,137.353646 | 0.493175 | 560.913841 | 2.30434 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 94,208 |
24 | 1,170.842341 | 0.478441 | 560.179201 | 2.304184 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 98,304 |
25 | 1,160.268757 | 0.46697 | 541.81072 | 2.304115 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 102,400 |
26 | 1,151.097592 | 0.458569 | 527.857202 | 2.304157 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 106,496 |
27 | 1,146.943379 | 0.44635 | 511.938322 | 2.304237 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 110,592 |
28 | 1,120.423622 | 0.446062 | 499.778634 | 2.303997 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 114,688 |
29 | 1,131.895867 | 0.439249 | 497.183565 | 2.304073 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 118,784 |
30 | 1,131.96824 | 0.432364 | 489.421904 | 2.304096 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 122,880 |
31 | 1,124.581729 | 0.426503 | 479.637494 | 2.304024 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 126,976 |
32 | 1,103.286606 | 0.429909 | 474.312409 | 2.303741 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 131,072 |
33 | 1,088.861046 | 0.429793 | 467.985192 | 2.303528 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 135,168 |
34 | 1,089.755494 | 0.428634 | 467.106223 | 2.303604 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 139,264 |
35 | 1,111.996695 | 0.421309 | 468.49406 | 2.303635 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 143,360 |
36 | 1,108.323727 | 0.419963 | 465.455503 | 2.30341 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 147,456 |
37 | 1,108.065264 | 0.416714 | 461.746179 | 2.30336 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 151,552 |
38 | 1,074.777858 | 0.421605 | 453.131375 | 2.303017 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 155,648 |
39 | 1,083.798368 | 0.415893 | 450.744141 | 2.303455 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 159,744 |
40 | 1,058.319688 | 0.421056 | 445.612225 | 2.302753 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 163,840 |
41 | 1,051.453421 | 0.421162 | 442.832353 | 2.302967 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 167,936 |
42 | 1,044.431685 | 0.421077 | 439.786463 | 2.30294 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 172,032 |
43 | 1,046.941221 | 0.418524 | 438.170122 | 2.302795 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 176,128 |
44 | 1,029.184135 | 0.423847 | 436.216171 | 2.302555 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 180,224 |
45 | 1,012.619619 | 0.427824 | 433.222655 | 2.302181 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 184,320 |
46 | 1,006.121989 | 0.429801 | 432.432252 | 2.302246 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 188,416 |
47 | 1,002.376967 | 0.431545 | 432.570553 | 2.302177 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 192,512 |
48 | 986.166405 | 0.432148 | 426.169696 | 2.302399 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 196,608 |
49 | 988.946509 | 0.434203 | 429.403545 | 2.30188 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 200,704 |
50 | 972.95721 | 0.438721 | 426.856731 | 2.301853 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 204,800 |
51 | 964.614074 | 0.440309 | 424.728061 | 2.301949 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 208,896 |
52 | 951.575116 | 0.445112 | 423.557635 | 2.301517 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 212,992 |
53 | 937.147636 | 0.448496 | 420.306645 | 2.301529 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 217,088 |
54 | 919.979129 | 0.452914 | 416.671041 | 2.30164 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 221,184 |
55 | 906.064997 | 0.456265 | 413.40586 | 2.301365 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 225,280 |
56 | 887.979483 | 0.461084 | 409.433544 | 2.301411 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 229,376 |
57 | 879.537893 | 0.466225 | 410.06271 | 2.300919 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 233,472 |
58 | 864.13552 | 0.472553 | 408.349744 | 2.300774 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 237,568 |
59 | 855.290948 | 0.476767 | 407.774811 | 2.300827 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 241,664 |
60 | 851.523843 | 0.476559 | 405.801515 | 2.301147 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 245,760 |
61 | 847.053414 | 0.479447 | 406.116851 | 2.300751 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 249,856 |
62 | 824.998271 | 0.486896 | 401.688073 | 2.300251 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 253,952 |
63 | 813.572796 | 0.493709 | 401.667861 | 2.300205 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 258,048 |
64 | 804.087662 | 0.495717 | 398.599535 | 2.300713 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 262,144 |
65 | 786.006675 | 0.502758 | 395.170832 | 2.300076 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 266,240 |
66 | 772.740766 | 0.508757 | 393.137182 | 2.300091 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 270,336 |
67 | 759.602675 | 0.514234 | 390.613459 | 2.30014 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 274,432 |
68 | 749.318244 | 0.518142 | 388.253175 | 2.300125 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 278,528 |
69 | 746.610578 | 0.523083 | 390.539189 | 2.29982 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 282,624 |
70 | 730.615475 | 0.532026 | 388.706674 | 2.299267 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 286,720 |
71 | 728.176168 | 0.535953 | 390.26828 | 2.299702 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 290,816 |
72 | 719.364306 | 0.539969 | 388.434582 | 2.29966 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 294,912 |
73 | 721.429404 | 0.54483 | 393.056606 | 2.299122 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 299,008 |
74 | 707.102431 | 0.552084 | 390.380128 | 2.299011 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 303,104 |
75 | 698.255341 | 0.560402 | 391.303994 | 2.298767 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 307,200 |
76 | 690.461484 | 0.563436 | 389.03076 | 2.299541 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 311,296 |
77 | 678.192342 | 0.571694 | 387.718233 | 2.298485 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 315,392 |
78 | 666.688017 | 0.579343 | 386.241135 | 2.298779 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 319,488 |
79 | 655.598096 | 0.586716 | 384.650159 | 2.298603 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 323,584 |
80 | 643.448085 | 0.59391 | 382.149989 | 2.298405 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 327,680 |
81 | 636.343559 | 0.601526 | 382.777412 | 2.29813 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 331,776 |
82 | 628.867985 | 0.608959 | 382.954903 | 2.297894 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 335,872 |
83 | 621.072656 | 0.617191 | 383.320532 | 2.297894 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 339,968 |
84 | 615.71828 | 0.62117 | 382.465887 | 2.29837 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 344,064 |
85 | 612.484421 | 0.630141 | 385.951609 | 2.297333 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 348,160 |
86 | 604.005412 | 0.636452 | 384.420723 | 2.297554 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 352,256 |
87 | 594.853841 | 0.644667 | 383.482744 | 2.297237 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 356,352 |
88 | 589.389628 | 0.650971 | 383.675649 | 2.297543 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 360,448 |
89 | 579.325686 | 0.661299 | 383.107625 | 2.296589 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 364,544 |
90 | 574.612506 | 0.669188 | 384.523776 | 2.296909 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 368,640 |
91 | 571.333185 | 0.675769 | 386.089215 | 2.297085 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 372,736 |
92 | 564.49742 | 0.683648 | 385.917644 | 2.296448 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 376,832 |
93 | 559.329739 | 0.693353 | 387.812777 | 2.296211 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 380,928 |
94 | 551.025838 | 0.703777 | 387.799038 | 2.29567 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 385,024 |
95 | 545.661148 | 0.714174 | 389.697034 | 2.295544 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 389,120 |
96 | 541.212501 | 0.721964 | 390.735774 | 2.295776 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 393,216 |
97 | 535.467636 | 0.730177 | 390.98612 | 2.295609 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 397,312 |
98 | 528.942968 | 0.740519 | 391.692364 | 2.295055 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 401,408 |
99 | 519.730427 | 0.75119 | 390.41607 | 2.294754 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 405,504 |
100 | 515.123046 | 0.757567 | 390.240373 | 2.295605 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 409,600 |
101 | 505.829952 | 0.77037 | 389.676435 | 2.294189 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 413,696 |
102 | 498.062275 | 0.780669 | 388.821975 | 2.294338 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 417,792 |
103 | 495.77264 | 0.787986 | 390.662018 | 2.29501 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 421,888 |
104 | 491.024806 | 0.795637 | 390.677397 | 2.294563 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 425,984 |
105 | 483.673823 | 0.809451 | 391.510034 | 2.293373 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 430,080 |
106 | 480.719953 | 0.817811 | 393.138114 | 2.293655 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 434,176 |
107 | 475.28641 | 0.82912 | 394.069329 | 2.293304 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 438,272 |
108 | 469.641446 | 0.839776 | 394.393561 | 2.293056 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 442,368 |
109 | 464.107195 | 0.846339 | 392.791828 | 2.294167 | null | null | null | null | null | 1 | 4,096 | 0.000001 | 446,464 |
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