Unnamed: 0 int64 0 170 | time_stats.nccl:all_reduce.min float64 0.01 0.16 | time_stats.nccl:all_reduce.max float64 0.07 7.07 | time_stats.nccl:all_reduce.mean float64 0.02 0.75 | time_stats.nccl:all_reduce.median float64 0.01 0.17 | time_stats.nccl:all_reduce.std float64 0.01 2 | rank int64 0 0 | num_workers int64 4 4 | size int64 2 2.1M | collective stringclasses 1
value | devices_per_node int64 4 4 | max_devices_per_node int64 4 4 |
|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 0.06589 | 7.0721 | 0.751709 | 0.105475 | 1.999237 | 0 | 4 | 2 | all_reduce | 4 | 4 |
1 | 0.04013 | 0.462376 | 0.142666 | 0.105859 | 0.108347 | 0 | 4 | 4 | all_reduce | 4 | 4 |
2 | 0.01885 | 0.633576 | 0.122089 | 0.065603 | 0.164275 | 0 | 4 | 8 | all_reduce | 4 | 4 |
3 | 0.032354 | 0.713094 | 0.132704 | 0.061699 | 0.186895 | 0 | 4 | 16 | all_reduce | 4 | 4 |
4 | 0.017826 | 0.558184 | 0.084844 | 0.033954 | 0.151173 | 0 | 4 | 32 | all_reduce | 4 | 4 |
5 | 0.013442 | 0.07293 | 0.019054 | 0.01373 | 0.017038 | 0 | 4 | 64 | all_reduce | 4 | 4 |
6 | 0.02621 | 0.303397 | 0.092282 | 0.064898 | 0.073578 | 0 | 4 | 128 | all_reduce | 4 | 4 |
7 | 0.059202 | 0.645631 | 0.1212 | 0.063394 | 0.166376 | 0 | 4 | 256 | all_reduce | 4 | 4 |
8 | 0.060194 | 0.613985 | 0.12077 | 0.066626 | 0.156997 | 0 | 4 | 512 | all_reduce | 4 | 4 |
9 | 0.058403 | 0.432614 | 0.111194 | 0.067683 | 0.106895 | 0 | 4 | 1,024 | all_reduce | 4 | 4 |
10 | 0.087907 | 0.789897 | 0.17598 | 0.110275 | 0.197064 | 0 | 4 | 2,048 | all_reduce | 4 | 4 |
11 | 0.079651 | 0.164227 | 0.105929 | 0.092131 | 0.028153 | 0 | 4 | 10,240 | all_reduce | 4 | 4 |
12 | 0.059044 | 0.795058 | 0.159802 | 0.067651 | 0.207863 | 0 | 4 | 18,432 | all_reduce | 4 | 4 |
13 | 0.023939 | 0.099491 | 0.031127 | 0.024387 | 0.021619 | 0 | 4 | 26,624 | all_reduce | 4 | 4 |
14 | 0.031746 | 1.235524 | 0.156276 | 0.037891 | 0.34282 | 0 | 4 | 34,816 | all_reduce | 4 | 4 |
15 | 0.023426 | 0.097122 | 0.03039 | 0.023778 | 0.021103 | 0 | 4 | 43,008 | all_reduce | 4 | 4 |
16 | 0.05901 | 0.459144 | 0.114182 | 0.065027 | 0.115007 | 0 | 4 | 51,200 | all_reduce | 4 | 4 |
17 | 0.024866 | 0.194371 | 0.078161 | 0.067778 | 0.052103 | 0 | 4 | 59,392 | all_reduce | 4 | 4 |
18 | 0.03101 | 0.101411 | 0.037771 | 0.031458 | 0.020126 | 0 | 4 | 67,584 | all_reduce | 4 | 4 |
19 | 0.082434 | 0.136227 | 0.098234 | 0.090786 | 0.016176 | 0 | 4 | 75,776 | all_reduce | 4 | 4 |
20 | 0.036643 | 0.443269 | 0.085259 | 0.040355 | 0.115584 | 0 | 4 | 83,968 | all_reduce | 4 | 4 |
21 | 0.032898 | 0.102307 | 0.039447 | 0.033123 | 0.019879 | 0 | 4 | 92,160 | all_reduce | 4 | 4 |
22 | 0.038883 | 0.106882 | 0.045707 | 0.039715 | 0.019349 | 0 | 4 | 100,352 | all_reduce | 4 | 4 |
23 | 0.082787 | 0.466856 | 0.137799 | 0.089635 | 0.109438 | 0 | 4 | 108,544 | all_reduce | 4 | 4 |
24 | 0.040674 | 0.108931 | 0.047147 | 0.040962 | 0.019539 | 0 | 4 | 116,736 | all_reduce | 4 | 4 |
25 | 0.05949 | 0.786951 | 0.141309 | 0.066979 | 0.206227 | 0 | 4 | 124,928 | all_reduce | 4 | 4 |
26 | 0.047106 | 0.431942 | 0.090537 | 0.047843 | 0.109502 | 0 | 4 | 133,120 | all_reduce | 4 | 4 |
27 | 0.059971 | 0.464837 | 0.116271 | 0.064835 | 0.115894 | 0 | 4 | 141,312 | all_reduce | 4 | 4 |
28 | 0.088291 | 0.336101 | 0.133603 | 0.093731 | 0.078769 | 0 | 4 | 149,504 | all_reduce | 4 | 4 |
29 | 0.082115 | 0.751017 | 0.165313 | 0.093795 | 0.188812 | 0 | 4 | 157,696 | all_reduce | 4 | 4 |
30 | 0.055491 | 0.116835 | 0.061588 | 0.056131 | 0.017473 | 0 | 4 | 165,888 | all_reduce | 4 | 4 |
31 | 0.070307 | 0.12381 | 0.091939 | 0.090019 | 0.013444 | 0 | 4 | 174,080 | all_reduce | 4 | 4 |
32 | 0.056643 | 0.130307 | 0.063877 | 0.057218 | 0.021009 | 0 | 4 | 182,272 | all_reduce | 4 | 4 |
33 | 0.057122 | 0.997867 | 0.147995 | 0.057923 | 0.26919 | 0 | 4 | 190,464 | all_reduce | 4 | 4 |
34 | 0.062818 | 0.129026 | 0.070027 | 0.064386 | 0.018667 | 0 | 4 | 198,656 | all_reduce | 4 | 4 |
35 | 0.064035 | 1.109638 | 0.171397 | 0.064674 | 0.29825 | 0 | 4 | 206,848 | all_reduce | 4 | 4 |
36 | 0.064706 | 0.741794 | 0.132139 | 0.065795 | 0.193441 | 0 | 4 | 215,040 | all_reduce | 4 | 4 |
37 | 0.065475 | 0.588453 | 0.119139 | 0.065891 | 0.149511 | 0 | 4 | 223,232 | all_reduce | 4 | 4 |
38 | 0.071618 | 0.137219 | 0.078318 | 0.072482 | 0.018632 | 0 | 4 | 231,424 | all_reduce | 4 | 4 |
39 | 0.072418 | 0.584959 | 0.12401 | 0.073089 | 0.146451 | 0 | 4 | 239,616 | all_reduce | 4 | 4 |
40 | 0.073122 | 0.648872 | 0.132463 | 0.07373 | 0.164618 | 0 | 4 | 247,808 | all_reduce | 4 | 4 |
41 | 0.084035 | 0.492648 | 0.143352 | 0.094115 | 0.117758 | 0 | 4 | 256,000 | all_reduce | 4 | 4 |
42 | 0.083138 | 0.151267 | 0.093742 | 0.084003 | 0.020734 | 0 | 4 | 264,192 | all_reduce | 4 | 4 |
43 | 0.085538 | 0.53575 | 0.130644 | 0.086498 | 0.128542 | 0 | 4 | 272,384 | all_reduce | 4 | 4 |
44 | 0.086339 | 0.264774 | 0.107526 | 0.087939 | 0.051066 | 0 | 4 | 280,576 | all_reduce | 4 | 4 |
45 | 0.087202 | 0.741701 | 0.151502 | 0.088003 | 0.187073 | 0 | 4 | 288,768 | all_reduce | 4 | 4 |
46 | 0.093924 | 0.622439 | 0.150825 | 0.101858 | 0.149672 | 0 | 4 | 296,960 | all_reduce | 4 | 4 |
47 | 0.07277 | 0.611232 | 0.126928 | 0.074626 | 0.153677 | 0 | 4 | 305,152 | all_reduce | 4 | 4 |
48 | 0.072994 | 0.736647 | 0.139805 | 0.074242 | 0.189499 | 0 | 4 | 313,344 | all_reduce | 4 | 4 |
49 | 0.073219 | 1.722933 | 0.233017 | 0.074979 | 0.471901 | 0 | 4 | 321,536 | all_reduce | 4 | 4 |
50 | 0.073442 | 0.563872 | 0.124517 | 0.075042 | 0.139947 | 0 | 4 | 329,728 | all_reduce | 4 | 4 |
51 | 0.073346 | 0.72515 | 0.13827 | 0.075266 | 0.186074 | 0 | 4 | 337,920 | all_reduce | 4 | 4 |
52 | 0.073763 | 3.86147 | 0.427807 | 0.075683 | 1.086134 | 0 | 4 | 346,112 | all_reduce | 4 | 4 |
53 | 0.072227 | 0.140163 | 0.079616 | 0.073731 | 0.01916 | 0 | 4 | 354,304 | all_reduce | 4 | 4 |
54 | 0.073347 | 0.139139 | 0.080328 | 0.074563 | 0.018611 | 0 | 4 | 362,496 | all_reduce | 4 | 4 |
55 | 0.074018 | 1.460071 | 0.210891 | 0.076578 | 0.39598 | 0 | 4 | 370,688 | all_reduce | 4 | 4 |
56 | 0.073891 | 0.423524 | 0.1122 | 0.07613 | 0.099643 | 0 | 4 | 378,880 | all_reduce | 4 | 4 |
57 | 0.074691 | 0.141988 | 0.082627 | 0.076387 | 0.018837 | 0 | 4 | 387,072 | all_reduce | 4 | 4 |
58 | 0.074945 | 0.622588 | 0.131087 | 0.077921 | 0.155902 | 0 | 4 | 395,264 | all_reduce | 4 | 4 |
59 | 0.075938 | 0.666275 | 0.137416 | 0.079522 | 0.168275 | 0 | 4 | 403,456 | all_reduce | 4 | 4 |
60 | 0.075011 | 0.460423 | 0.115439 | 0.077156 | 0.109706 | 0 | 4 | 411,648 | all_reduce | 4 | 4 |
61 | 0.076322 | 0.442627 | 0.114132 | 0.076994 | 0.104476 | 0 | 4 | 419,840 | all_reduce | 4 | 4 |
62 | 0.07549 | 0.620291 | 0.134507 | 0.080035 | 0.155047 | 0 | 4 | 428,032 | all_reduce | 4 | 4 |
63 | 0.076835 | 0.568481 | 0.12621 | 0.078913 | 0.140136 | 0 | 4 | 436,224 | all_reduce | 4 | 4 |
64 | 0.07645 | 0.454209 | 0.115664 | 0.077697 | 0.107782 | 0 | 4 | 444,416 | all_reduce | 4 | 4 |
65 | 0.075523 | 0.142243 | 0.084448 | 0.078627 | 0.018373 | 0 | 4 | 452,608 | all_reduce | 4 | 4 |
66 | 0.076578 | 0.142787 | 0.085099 | 0.079586 | 0.018313 | 0 | 4 | 460,800 | all_reduce | 4 | 4 |
67 | 0.07693 | 0.716581 | 0.142333 | 0.079202 | 0.182402 | 0 | 4 | 468,992 | all_reduce | 4 | 4 |
68 | 0.076866 | 0.677415 | 0.138679 | 0.080515 | 0.170964 | 0 | 4 | 477,184 | all_reduce | 4 | 4 |
69 | 0.077346 | 0.670245 | 0.136587 | 0.078754 | 0.169294 | 0 | 4 | 485,376 | all_reduce | 4 | 4 |
70 | 0.077571 | 0.687816 | 0.13959 | 0.079458 | 0.174131 | 0 | 4 | 493,568 | all_reduce | 4 | 4 |
71 | 0.078146 | 0.763457 | 0.146198 | 0.080866 | 0.195531 | 0 | 4 | 501,760 | all_reduce | 4 | 4 |
72 | 0.078146 | 0.779685 | 0.150693 | 0.081666 | 0.199844 | 0 | 4 | 509,952 | all_reduce | 4 | 4 |
73 | 0.07741 | 0.587748 | 0.132162 | 0.080354 | 0.145454 | 0 | 4 | 518,144 | all_reduce | 4 | 4 |
74 | 0.078978 | 0.592643 | 0.131595 | 0.080643 | 0.146529 | 0 | 4 | 526,336 | all_reduce | 4 | 4 |
75 | 0.079873 | 0.707231 | 0.141497 | 0.081666 | 0.179211 | 0 | 4 | 534,528 | all_reduce | 4 | 4 |
76 | 0.080066 | 0.852355 | 0.156133 | 0.081922 | 0.22058 | 0 | 4 | 542,720 | all_reduce | 4 | 4 |
77 | 0.080611 | 0.718154 | 0.143204 | 0.081635 | 0.182211 | 0 | 4 | 550,912 | all_reduce | 4 | 4 |
78 | 0.081377 | 0.344929 | 0.113163 | 0.084002 | 0.075839 | 0 | 4 | 559,104 | all_reduce | 4 | 4 |
79 | 0.080387 | 0.156996 | 0.095363 | 0.084483 | 0.024401 | 0 | 4 | 567,296 | all_reduce | 4 | 4 |
80 | 0.079683 | 2.277744 | 0.2905 | 0.082978 | 0.628981 | 0 | 4 | 575,488 | all_reduce | 4 | 4 |
81 | 0.080899 | 0.788521 | 0.150665 | 0.082882 | 0.202048 | 0 | 4 | 583,680 | all_reduce | 4 | 4 |
82 | 0.082019 | 0.496841 | 0.130902 | 0.085764 | 0.119047 | 0 | 4 | 591,872 | all_reduce | 4 | 4 |
83 | 0.085891 | 0.341541 | 0.131139 | 0.09213 | 0.07463 | 0 | 4 | 600,064 | all_reduce | 4 | 4 |
84 | 0.082178 | 1.339115 | 0.208786 | 0.08509 | 0.3588 | 0 | 4 | 608,256 | all_reduce | 4 | 4 |
85 | 0.081698 | 0.630848 | 0.137186 | 0.084418 | 0.15646 | 0 | 4 | 616,448 | all_reduce | 4 | 4 |
86 | 0.08317 | 0.688959 | 0.146102 | 0.084002 | 0.172965 | 0 | 4 | 624,640 | all_reduce | 4 | 4 |
87 | 0.081922 | 0.709186 | 0.144279 | 0.08381 | 0.179078 | 0 | 4 | 632,832 | all_reduce | 4 | 4 |
88 | 0.08333 | 0.840396 | 0.156199 | 0.084484 | 0.216558 | 0 | 4 | 641,024 | all_reduce | 4 | 4 |
89 | 0.083042 | 0.688325 | 0.142248 | 0.084706 | 0.172941 | 0 | 4 | 649,216 | all_reduce | 4 | 4 |
90 | 0.083555 | 2.711165 | 0.331016 | 0.087139 | 0.752877 | 0 | 4 | 657,408 | all_reduce | 4 | 4 |
91 | 0.082147 | 0.178755 | 0.108061 | 0.099138 | 0.030804 | 0 | 4 | 665,600 | all_reduce | 4 | 4 |
92 | 0.08445 | 3.818798 | 0.433432 | 0.086435 | 1.070847 | 0 | 4 | 673,792 | all_reduce | 4 | 4 |
93 | 0.087554 | 0.2729 | 0.134903 | 0.113347 | 0.059491 | 0 | 4 | 681,984 | all_reduce | 4 | 4 |
94 | 0.085539 | 1.966554 | 0.261314 | 0.087299 | 0.539364 | 0 | 4 | 690,176 | all_reduce | 4 | 4 |
95 | 0.08397 | 0.150275 | 0.093399 | 0.088002 | 0.018028 | 0 | 4 | 698,368 | all_reduce | 4 | 4 |
96 | 0.084899 | 3.596191 | 0.415665 | 0.088867 | 1.006145 | 0 | 4 | 706,560 | all_reduce | 4 | 4 |
97 | 0.097186 | 0.159875 | 0.10409 | 0.098819 | 0.017659 | 0 | 4 | 714,752 | all_reduce | 4 | 4 |
98 | 0.095522 | 0.661507 | 0.153288 | 0.09837 | 0.161257 | 0 | 4 | 722,944 | all_reduce | 4 | 4 |
99 | 0.085923 | 4.695507 | 0.515344 | 0.089251 | 1.322115 | 0 | 4 | 731,136 | all_reduce | 4 | 4 |
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