GLM-4.6-EXL3 / glm-4.6-measurements-4vs5vs6.md
Mamy Ratsimbazafy
Add README.md + measurement files
4082131

truncated :/ because no tmux

  45   2 | 8 self_attn q                                                        |          125,829,120 |   -0.00002
  46   1 | 8 self_attn [k, v]                                                   |           10,485,760 |   -0.00010
  46   2 | 8 self_attn [k, v]                                                   |           20,971,520 |   -0.00017
  47   1 | 8 self_attn o                                                        |           62,914,560 |   +0.00007
  47   2 | 8 self_attn o                                                        |          125,829,120 |   +0.00003
  48   1 | 8 mlp shared_experts [gate, up, down]                                |           23,592,960 |   -0.00012
  48   2 | 8 mlp shared_experts [gate, up, down]                                |           47,185,920 |   -0.00009
  49   1 | 8 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate,... |        2,516,582,400 |   +0.00002
  49   2 | 8 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate,... |        5,033,164,800 |   -0.00004
  50   1 | 8 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6 ... |        1,258,291,200 |   -0.00007
  50   2 | 8 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6 ... |        2,516,582,400 |   -0.00005
  51   1 | 9 self_attn q                                                        |           62,914,560 |   -0.00004
  51   2 | 9 self_attn q                                                        |          125,829,120 |   -0.00000
  52   1 | 9 self_attn [k, v]                                                   |           10,485,760 |   +0.00007
  52   2 | 9 self_attn [k, v]                                                   |           20,971,520 |   +0.00002
  53   1 | 9 self_attn o                                                        |           62,914,560 |   -0.00005
  53   2 | 9 self_attn o                                                        |          125,829,120 |   -0.00012
  54   1 | 9 mlp shared_experts [gate, up, down]                                |           23,592,960 |   +0.00008
  54   2 | 9 mlp shared_experts [gate, up, down]                                |           47,185,920 |   +0.00007
  55   1 | 9 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate,... |        2,516,582,400 |   -0.00004
  55   2 | 9 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate,... |        5,033,164,800 |   -0.00008
  56   1 | 9 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6 ... |        1,258,291,200 |   -0.00003
  56   2 | 9 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6 ... |        2,516,582,400 |   +0.00001
  57   1 | 10 self_attn q                                                       |           62,914,560 |   -0.00004
  57   2 | 10 self_attn q                                                       |          125,829,120 |   +0.00000
  58   1 | 10 self_attn [k, v]                                                  |           10,485,760 |   +0.00011
  58   2 | 10 self_attn [k, v]                                                  |           20,971,520 |   -0.00013
  59   1 | 10 self_attn o                                                       |           62,914,560 |   -0.00020
  59   2 | 10 self_attn o                                                       |          125,829,120 |   -0.00016
  60   1 | 10 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00002
  60   2 | 10 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00001
  61   1 | 10 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00005
  61   2 | 10 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00009
  62   1 | 10 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00005
  62   2 | 10 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00007
  63   1 | 11 self_attn q                                                       |           62,914,560 |   -0.00008
  63   2 | 11 self_attn q                                                       |          125,829,120 |   -0.00003
  64   1 | 11 self_attn [k, v]                                                  |           10,485,760 |   +0.00008
  64   2 | 11 self_attn [k, v]                                                  |           20,971,520 |   +0.00008
  65   1 | 11 self_attn o                                                       |           62,914,560 |   -0.00031
  65   2 | 11 self_attn o                                                       |          125,829,120 |   -0.00032
  66   1 | 11 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00004
  66   2 | 11 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00000
  67   1 | 11 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00006
  67   2 | 11 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00004
  68   1 | 11 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00003
  68   2 | 11 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00004
  69   1 | 12 self_attn q                                                       |           62,914,560 |   +0.00002
  69   2 | 12 self_attn q                                                       |          125,829,120 |   -0.00001
  70   1 | 12 self_attn [k, v]                                                  |           10,485,760 |   +0.00014
  70   2 | 12 self_attn [k, v]                                                  |           20,971,520 |   +0.00014
  71   1 | 12 self_attn o                                                       |           62,914,560 |   +0.00005
  71   2 | 12 self_attn o                                                       |          125,829,120 |   +0.00006
  72   1 | 12 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00010
  72   2 | 12 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00011
  73   1 | 12 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00006
  73   2 | 12 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00007
  74   1 | 12 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00005
  74   2 | 12 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00006
  75   1 | 13 self_attn q                                                       |           62,914,560 |   -0.00010
  75   2 | 13 self_attn q                                                       |          125,829,120 |   -0.00009
  76   1 | 13 self_attn [k, v]                                                  |           10,485,760 |   -0.00004
  76   2 | 13 self_attn [k, v]                                                  |           20,971,520 |   +0.00005
  77   1 | 13 self_attn o                                                       |           62,914,560 |   -0.00009
  77   2 | 13 self_attn o                                                       |          125,829,120 |   -0.00009
  78   1 | 13 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00017
  78   2 | 13 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00020
  79   1 | 13 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00007
  79   2 | 13 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00015
  80   1 | 13 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00013
  80   2 | 13 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00018
  81   1 | 14 self_attn q                                                       |           62,914,560 |   +0.00002
  81   2 | 14 self_attn q                                                       |          125,829,120 |   -0.00003
  82   1 | 14 self_attn [k, v]                                                  |           10,485,760 |   +0.00011
  82   2 | 14 self_attn [k, v]                                                  |           20,971,520 |   +0.00010
  83   1 | 14 self_attn o                                                       |           62,914,560 |   -0.00024
  83   2 | 14 self_attn o                                                       |          125,829,120 |   -0.00023
  84   1 | 14 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00003
  84   2 | 14 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00004
  85   1 | 14 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00010
  85   2 | 14 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00010
  86   1 | 14 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00010
  86   2 | 14 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00014
  87   1 | 15 self_attn q                                                       |           62,914,560 |   -0.00000
  87   2 | 15 self_attn q                                                       |          125,829,120 |   -0.00002
  88   1 | 15 self_attn [k, v]                                                  |           10,485,760 |   -0.00009
  88   2 | 15 self_attn [k, v]                                                  |           20,971,520 |   -0.00007
  89   1 | 15 self_attn o                                                       |           62,914,560 |   -0.00006
  89   2 | 15 self_attn o                                                       |          125,829,120 |   -0.00012
  90   1 | 15 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00001
  90   2 | 15 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00002
  91   1 | 15 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00001
  91   2 | 15 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00003
  92   1 | 15 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00007
  92   2 | 15 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00005
  93   1 | 16 self_attn q                                                       |           62,914,560 |   +0.00004
  93   2 | 16 self_attn q                                                       |          125,829,120 |   +0.00001
  94   1 | 16 self_attn [k, v]                                                  |           10,485,760 |   -0.00002
  94   2 | 16 self_attn [k, v]                                                  |           20,971,520 |   -0.00004
  95   1 | 16 self_attn o                                                       |           62,914,560 |   -0.00015
  95   2 | 16 self_attn o                                                       |          125,829,120 |   -0.00012
  96   1 | 16 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00006
  96   2 | 16 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00006
  97   1 | 16 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00018
  97   2 | 16 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00019
  98   1 | 16 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00016
  98   2 | 16 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00011
  99   1 | 17 self_attn q                                                       |           62,914,560 |   -0.00005
  99   2 | 17 self_attn q                                                       |          125,829,120 |   -0.00001
 100   1 | 17 self_attn [k, v]                                                  |           10,485,760 |   +0.00001
 100   2 | 17 self_attn [k, v]                                                  |           20,971,520 |   +0.00002
 101   1 | 17 self_attn o                                                       |           62,914,560 |   -0.00002
 101   2 | 17 self_attn o                                                       |          125,829,120 |   -0.00004
 102   1 | 17 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00006
 102   2 | 17 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00010
 103   1 | 17 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00009
 103   2 | 17 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00010
 104   1 | 17 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00006
 104   2 | 17 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00004
 105   1 | 18 self_attn q                                                       |           62,914,560 |   +0.00011
 105   2 | 18 self_attn q                                                       |          125,829,120 |   +0.00003
 106   1 | 18 self_attn [k, v]                                                  |           10,485,760 |   +0.00004
 106   2 | 18 self_attn [k, v]                                                  |           20,971,520 |   +0.00004
 107   1 | 18 self_attn o                                                       |           62,914,560 |   +0.00003
 107   2 | 18 self_attn o                                                       |          125,829,120 |   -0.00007
 108   1 | 18 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00024
 108   2 | 18 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00023
 109   1 | 18 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00008
 109   2 | 18 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00004
 110   1 | 18 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00004
 110   2 | 18 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00009
 111   1 | 19 self_attn q                                                       |           62,914,560 |   -0.00005
 111   2 | 19 self_attn q                                                       |          125,829,120 |   -0.00005
 112   1 | 19 self_attn [k, v]                                                  |           10,485,760 |   -0.00000
 112   2 | 19 self_attn [k, v]                                                  |           20,971,520 |   -0.00007
 113   1 | 19 self_attn o                                                       |           62,914,560 |   -0.00006
 113   2 | 19 self_attn o                                                       |          125,829,120 |   -0.00005
 114   1 | 19 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00020
 114   2 | 19 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00020
 115   1 | 19 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00007
 115   2 | 19 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00007
 116   1 | 19 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00002
 116   2 | 19 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00006
 117   1 | 20 self_attn q                                                       |           62,914,560 |   +0.00002
 117   2 | 20 self_attn q                                                       |          125,829,120 |   +0.00002
 118   1 | 20 self_attn [k, v]                                                  |           10,485,760 |   -0.00009
 118   2 | 20 self_attn [k, v]                                                  |           20,971,520 |   -0.00003
 119   1 | 20 self_attn o                                                       |           62,914,560 |   -0.00026
 119   2 | 20 self_attn o                                                       |          125,829,120 |   -0.00020
 120   1 | 20 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00023
 120   2 | 20 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00027
 121   1 | 20 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00011
 121   2 | 20 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00014
 122   1 | 20 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00000
 122   2 | 20 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00003
 123   1 | 21 self_attn q                                                       |           62,914,560 |   -0.00006
 123   2 | 21 self_attn q                                                       |          125,829,120 |   -0.00004
 124   1 | 21 self_attn [k, v]                                                  |           10,485,760 |   +0.00004
 124   2 | 21 self_attn [k, v]                                                  |           20,971,520 |   -0.00004
 125   1 | 21 self_attn o                                                       |           62,914,560 |   +0.00011
 125   2 | 21 self_attn o                                                       |          125,829,120 |   +0.00011
 126   1 | 21 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00022
 126   2 | 21 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00017
 127   1 | 21 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00010
 127   2 | 21 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00009
 128   1 | 21 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00014
 128   2 | 21 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00011
 129   1 | 22 self_attn q                                                       |           62,914,560 |   -0.00003
 129   2 | 22 self_attn q                                                       |          125,829,120 |   +0.00001
 130   1 | 22 self_attn [k, v]                                                  |           10,485,760 |   -0.00008
 130   2 | 22 self_attn [k, v]                                                  |           20,971,520 |   +0.00003
 131   1 | 22 self_attn o                                                       |           62,914,560 |   +0.00004
 131   2 | 22 self_attn o                                                       |          125,829,120 |   +0.00011
 132   1 | 22 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00003
 132   2 | 22 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00002
 133   1 | 22 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00007
 133   2 | 22 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00012
 134   1 | 22 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00008
 134   2 | 22 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00007
 135   1 | 23 self_attn q                                                       |           62,914,560 |   -0.00004
 135   2 | 23 self_attn q                                                       |          125,829,120 |   -0.00001
 136   1 | 23 self_attn [k, v]                                                  |           10,485,760 |   -0.00010
 136   2 | 23 self_attn [k, v]                                                  |           20,971,520 |   -0.00004
 137   1 | 23 self_attn o                                                       |           62,914,560 |   +0.00008
 137   2 | 23 self_attn o                                                       |          125,829,120 |   +0.00008
 138   1 | 23 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00009
 138   2 | 23 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00005
 139   1 | 23 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00012
 139   2 | 23 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00012
 140   1 | 23 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00004
 140   2 | 23 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00003
 141   1 | 24 self_attn q                                                       |           62,914,560 |   -0.00010
 141   2 | 24 self_attn q                                                       |          125,829,120 |   -0.00010
 142   1 | 24 self_attn [k, v]                                                  |           10,485,760 |   -0.00006
 142   2 | 24 self_attn [k, v]                                                  |           20,971,520 |   -0.00013
 143   1 | 24 self_attn o                                                       |           62,914,560 |   -0.00002
 143   2 | 24 self_attn o                                                       |          125,829,120 |   -0.00015
 144   1 | 24 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00004
 144   2 | 24 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00013
 145   1 | 24 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00000
 145   2 | 24 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00004
 146   1 | 24 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00005
 146   2 | 24 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00006
 147   1 | 25 self_attn q                                                       |           62,914,560 |   -0.00007
 147   2 | 25 self_attn q                                                       |          125,829,120 |   -0.00009
 148   1 | 25 self_attn [k, v]                                                  |           10,485,760 |   -0.00008
 148   2 | 25 self_attn [k, v]                                                  |           20,971,520 |   -0.00004
 149   1 | 25 self_attn o                                                       |           62,914,560 |   -0.00003
 149   2 | 25 self_attn o                                                       |          125,829,120 |   -0.00005
 150   1 | 25 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00009
 150   2 | 25 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00003
 151   1 | 25 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00008
 151   2 | 25 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00007
 152   1 | 25 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00003
 152   2 | 25 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00002
 153   1 | 26 self_attn q                                                       |           62,914,560 |   -0.00001
 153   2 | 26 self_attn q                                                       |          125,829,120 |   -0.00007
 154   1 | 26 self_attn [k, v]                                                  |           10,485,760 |   -0.00013
 154   2 | 26 self_attn [k, v]                                                  |           20,971,520 |   -0.00022
 155   1 | 26 self_attn o                                                       |           62,914,560 |   -0.00023
 155   2 | 26 self_attn o                                                       |          125,829,120 |   -0.00021
 156   1 | 26 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00004
 156   2 | 26 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00006
 157   1 | 26 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00005
 157   2 | 26 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00006
 158   1 | 26 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00000
 158   2 | 26 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00004
 159   1 | 27 self_attn q                                                       |           62,914,560 |   +0.00004
 159   2 | 27 self_attn q                                                       |          125,829,120 |   -0.00002
 160   1 | 27 self_attn [k, v]                                                  |           10,485,760 |   -0.00003
 160   2 | 27 self_attn [k, v]                                                  |           20,971,520 |   -0.00001
 161   1 | 27 self_attn o                                                       |           62,914,560 |   -0.00000
 161   2 | 27 self_attn o                                                       |          125,829,120 |   -0.00013
 162   1 | 27 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00004
 162   2 | 27 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00008
 163   1 | 27 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00001
 163   2 | 27 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00002
 164   1 | 27 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00004
 164   2 | 27 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00006
 165   1 | 28 self_attn q                                                       |           62,914,560 |   -0.00005
 165   2 | 28 self_attn q                                                       |          125,829,120 |   -0.00004
 166   1 | 28 self_attn [k, v]                                                  |           10,485,760 |   -0.00017
 166   2 | 28 self_attn [k, v]                                                  |           20,971,520 |   -0.00018
 167   1 | 28 self_attn o                                                       |           62,914,560 |   -0.00010
 167   2 | 28 self_attn o                                                       |          125,829,120 |   -0.00011
 168   1 | 28 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00000
 168   2 | 28 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00014
 169   1 | 28 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00000
 169   2 | 28 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00003
 170   1 | 28 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00004
 170   2 | 28 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00004
 171   1 | 29 self_attn q                                                       |           62,914,560 |   -0.00003
 171   2 | 29 self_attn q                                                       |          125,829,120 |   -0.00001
 172   1 | 29 self_attn [k, v]                                                  |           10,485,760 |   +0.00009
 172   2 | 29 self_attn [k, v]                                                  |           20,971,520 |   +0.00001
 173   1 | 29 self_attn o                                                       |           62,914,560 |   -0.00006
 173   2 | 29 self_attn o                                                       |          125,829,120 |   -0.00003
 174   1 | 29 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00003
 174   2 | 29 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00004
 175   1 | 29 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00000
 175   2 | 29 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00004
 176   1 | 29 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00000
 176   2 | 29 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00000
 177   1 | 30 self_attn q                                                       |           62,914,560 |   -0.00000
 177   2 | 30 self_attn q                                                       |          125,829,120 |   -0.00000
 178   1 | 30 self_attn [k, v]                                                  |           10,485,760 |   -0.00000
 178   2 | 30 self_attn [k, v]                                                  |           20,971,520 |   -0.00005
 179   1 | 30 self_attn o                                                       |           62,914,560 |   -0.00005
 179   2 | 30 self_attn o                                                       |          125,829,120 |   -0.00011
 180   1 | 30 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00012
 180   2 | 30 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00007
 181   1 | 30 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00007
 181   2 | 30 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00007
 182   1 | 30 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00002
 182   2 | 30 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00003
 183   1 | 31 self_attn q                                                       |           62,914,560 |   +0.00005
 183   2 | 31 self_attn q                                                       |          125,829,120 |   -0.00001
 184   1 | 31 self_attn [k, v]                                                  |           10,485,760 |   -0.00031
 184   2 | 31 self_attn [k, v]                                                  |           20,971,520 |   -0.00015
 185   1 | 31 self_attn o                                                       |           62,914,560 |   -0.00013
 185   2 | 31 self_attn o                                                       |          125,829,120 |   -0.00004
 186   1 | 31 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00029
 186   2 | 31 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00038
 187   1 | 31 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00005
 187   2 | 31 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00006
 188   1 | 31 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00008
 188   2 | 31 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00009
 189   1 | 32 self_attn q                                                       |           62,914,560 |   +0.00002
 189   2 | 32 self_attn q                                                       |          125,829,120 |   -0.00008
 190   1 | 32 self_attn [k, v]                                                  |           10,485,760 |   +0.00007
 190   2 | 32 self_attn [k, v]                                                  |           20,971,520 |   -0.00000
 191   1 | 32 self_attn o                                                       |           62,914,560 |   +0.00012
 191   2 | 32 self_attn o                                                       |          125,829,120 |   +0.00013
 192   1 | 32 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00002
 192   2 | 32 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00013
 193   1 | 32 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00005
 193   2 | 32 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00007
 194   1 | 32 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00002
 194   2 | 32 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00005
 195   1 | 33 self_attn q                                                       |           62,914,560 |   +0.00002
 195   2 | 33 self_attn q                                                       |          125,829,120 |   +0.00002
 196   1 | 33 self_attn [k, v]                                                  |           10,485,760 |   -0.00004
 196   2 | 33 self_attn [k, v]                                                  |           20,971,520 |   -0.00004
 197   1 | 33 self_attn o                                                       |           62,914,560 |   -0.00021
 197   2 | 33 self_attn o                                                       |          125,829,120 |   -0.00015
 198   1 | 33 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00029
 198   2 | 33 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00019
 199   1 | 33 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00004
 199   2 | 33 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00007
 200   1 | 33 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00006
 200   2 | 33 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00005
 201   1 | 34 self_attn q                                                       |           62,914,560 |   -0.00010
 201   2 | 34 self_attn q                                                       |          125,829,120 |   -0.00008
 202   1 | 34 self_attn [k, v]                                                  |           10,485,760 |   -0.00013
 202   2 | 34 self_attn [k, v]                                                  |           20,971,520 |   -0.00009
 203   1 | 34 self_attn o                                                       |           62,914,560 |   +0.00009
 203   2 | 34 self_attn o                                                       |          125,829,120 |   +0.00008
 204   1 | 34 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00022
 204   2 | 34 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00022
 205   1 | 34 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00007
 205   2 | 34 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00005
 206   1 | 34 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00004
 206   2 | 34 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00005
 207   1 | 35 self_attn q                                                       |           62,914,560 |   -0.00007
 207   2 | 35 self_attn q                                                       |          125,829,120 |   -0.00004
 208   1 | 35 self_attn [k, v]                                                  |           10,485,760 |   +0.00018
 208   2 | 35 self_attn [k, v]                                                  |           20,971,520 |   +0.00018
 209   1 | 35 self_attn o                                                       |           62,914,560 |   -0.00018
 209   2 | 35 self_attn o                                                       |          125,829,120 |   -0.00017
 210   1 | 35 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00011
 210   2 | 35 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00004
 211   1 | 35 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00005
 211   2 | 35 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00010
 212   1 | 35 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00005
 212   2 | 35 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00004
 213   1 | 36 self_attn q                                                       |           62,914,560 |   -0.00000
 213   2 | 36 self_attn q                                                       |          125,829,120 |   -0.00013
 214   1 | 36 self_attn [k, v]                                                  |           10,485,760 |   -0.00060
 214   2 | 36 self_attn [k, v]                                                  |           20,971,520 |   -0.00055
 215   1 | 36 self_attn o                                                       |           62,914,560 |   -0.00012
 215   2 | 36 self_attn o                                                       |          125,829,120 |   -0.00012
 216   1 | 36 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00006
 216   2 | 36 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00001
 217   1 | 36 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00007
 217   2 | 36 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00006
 218   1 | 36 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00006
 218   2 | 36 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00007
 219   1 | 37 self_attn q                                                       |           62,914,560 |   +0.00006
 219   2 | 37 self_attn q                                                       |          125,829,120 |   +0.00005
 220   1 | 37 self_attn [k, v]                                                  |           10,485,760 |   -0.00015
 220   2 | 37 self_attn [k, v]                                                  |           20,971,520 |   -0.00004
 221   1 | 37 self_attn o                                                       |           62,914,560 |   +0.00006
 221   2 | 37 self_attn o                                                       |          125,829,120 |   +0.00006
 222   1 | 37 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00002
 222   2 | 37 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00008
 223   1 | 37 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00001
 223   2 | 37 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00002
 224   1 | 37 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00001
 224   2 | 37 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   +0.00000
 225   1 | 38 self_attn q                                                       |           62,914,560 |   -0.00011
 225   2 | 38 self_attn q                                                       |          125,829,120 |   -0.00011
 226   1 | 38 self_attn [k, v]                                                  |           10,485,760 |   +0.00001
 226   2 | 38 self_attn [k, v]                                                  |           20,971,520 |   +0.00001
 227   1 | 38 self_attn o                                                       |           62,914,560 |   -0.00009
 227   2 | 38 self_attn o                                                       |          125,829,120 |   -0.00015
 228   1 | 38 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00002
 228   2 | 38 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00004
 229   1 | 38 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00008
 229   2 | 38 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00011
 230   1 | 38 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00002
 230   2 | 38 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00004
 231   1 | 39 self_attn q                                                       |           62,914,560 |   -0.00008
 231   2 | 39 self_attn q                                                       |          125,829,120 |   -0.00005
 232   1 | 39 self_attn [k, v]                                                  |           10,485,760 |   -0.00040
 232   2 | 39 self_attn [k, v]                                                  |           20,971,520 |   -0.00042
 233   1 | 39 self_attn o                                                       |           62,914,560 |   +0.00013
 233   2 | 39 self_attn o                                                       |          125,829,120 |   +0.00005
 234   1 | 39 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00015
 234   2 | 39 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00019
 235   1 | 39 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00003
 235   2 | 39 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00003
 236   1 | 39 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00003
 236   2 | 39 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00003
 237   1 | 40 self_attn q                                                       |           62,914,560 |   -0.00001
 237   2 | 40 self_attn q                                                       |          125,829,120 |   -0.00002
 238   1 | 40 self_attn [k, v]                                                  |           10,485,760 |   -0.00018
 238   2 | 40 self_attn [k, v]                                                  |           20,971,520 |   -0.00011
 239   1 | 40 self_attn o                                                       |           62,914,560 |   -0.00014
 239   2 | 40 self_attn o                                                       |          125,829,120 |   -0.00021
 240   1 | 40 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00007
 240   2 | 40 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00010
 241   1 | 40 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00002
 241   2 | 40 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00003
 242   1 | 40 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00007
 242   2 | 40 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00005
 243   1 | 41 self_attn q                                                       |           62,914,560 |   -0.00001
 243   2 | 41 self_attn q                                                       |          125,829,120 |   +0.00001
 244   1 | 41 self_attn [k, v]                                                  |           10,485,760 |   -0.00008
 244   2 | 41 self_attn [k, v]                                                  |           20,971,520 |   -0.00011
 245   1 | 41 self_attn o                                                       |           62,914,560 |   -0.00002
 245   2 | 41 self_attn o                                                       |          125,829,120 |   -0.00004
 246   1 | 41 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00009
 246   2 | 41 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00003
 247   1 | 41 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00003
 247   2 | 41 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00004
 248   1 | 41 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   +0.00001
 248   2 | 41 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   +0.00005
 249   1 | 42 self_attn q                                                       |           62,914,560 |   -0.00000
 249   2 | 42 self_attn q                                                       |          125,829,120 |   -0.00001
 250   1 | 42 self_attn [k, v]                                                  |           10,485,760 |   -0.00025
 250   2 | 42 self_attn [k, v]                                                  |           20,971,520 |   -0.00026
 251   1 | 42 self_attn o                                                       |           62,914,560 |   +0.00005
 251   2 | 42 self_attn o                                                       |          125,829,120 |   +0.00008
 252   1 | 42 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00001
 252   2 | 42 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00002
 253   1 | 42 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00002
 253   2 | 42 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00004
 254   1 | 42 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00003
 254   2 | 42 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00003
 255   1 | 43 self_attn q                                                       |           62,914,560 |   -0.00008
 255   2 | 43 self_attn q                                                       |          125,829,120 |   -0.00007
 256   1 | 43 self_attn [k, v]                                                  |           10,485,760 |   +0.00000
 256   2 | 43 self_attn [k, v]                                                  |           20,971,520 |   +0.00001
 257   1 | 43 self_attn o                                                       |           62,914,560 |   -0.00010
 257   2 | 43 self_attn o                                                       |          125,829,120 |   -0.00013
 258   1 | 43 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00002
 258   2 | 43 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00002
 259   1 | 43 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00001
 259   2 | 43 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00002
 260   1 | 43 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   +0.00001
 260   2 | 43 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   +0.00001
 261   1 | 44 self_attn q                                                       |           62,914,560 |   +0.00000
 261   2 | 44 self_attn q                                                       |          125,829,120 |   -0.00003
 262   1 | 44 self_attn [k, v]                                                  |           10,485,760 |   +0.00009
 262   2 | 44 self_attn [k, v]                                                  |           20,971,520 |   +0.00014
 263   1 | 44 self_attn o                                                       |           62,914,560 |   -0.00008
 263   2 | 44 self_attn o                                                       |          125,829,120 |   -0.00008
 264   1 | 44 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00009
 264   2 | 44 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00006
 265   1 | 44 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00001
 265   2 | 44 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00001
 266   1 | 44 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   +0.00000
 266   2 | 44 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00001
 267   1 | 45 self_attn q                                                       |           62,914,560 |   +0.00005
 267   2 | 45 self_attn q                                                       |          125,829,120 |   +0.00005
 268   1 | 45 self_attn [k, v]                                                  |           10,485,760 |   -0.00006
 268   2 | 45 self_attn [k, v]                                                  |           20,971,520 |   -0.00003
 269   1 | 45 self_attn o                                                       |           62,914,560 |   +0.00003
 269   2 | 45 self_attn o                                                       |          125,829,120 |   -0.00001
 270   1 | 45 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00001
 270   2 | 45 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00003
 271   1 | 45 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   +0.00002
 271   2 | 45 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   +0.00001
 272   1 | 45 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00002
 272   2 | 45 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00002
 273   1 | 46 self_attn q                                                       |           62,914,560 |   -0.00012
 273   2 | 46 self_attn q                                                       |          125,829,120 |   -0.00007
 274   1 | 46 self_attn [k, v]                                                  |           10,485,760 |   +0.00001
 274   2 | 46 self_attn [k, v]                                                  |           20,971,520 |   -0.00001
 275   1 | 46 self_attn o                                                       |           62,914,560 |   +0.00001
 275   2 | 46 self_attn o                                                       |          125,829,120 |   -0.00000
 276   1 | 46 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00003
 276   2 | 46 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00005
 277   1 | 46 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00001
 277   2 | 46 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00003
 278   1 | 46 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   +0.00003
 278   2 | 46 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00000
 279   1 | 47 self_attn q                                                       |           62,914,560 |   -0.00001
 279   2 | 47 self_attn q                                                       |          125,829,120 |   +0.00002
 280   1 | 47 self_attn [k, v]                                                  |           10,485,760 |   +0.00006
 280   2 | 47 self_attn [k, v]                                                  |           20,971,520 |   +0.00002
 281   1 | 47 self_attn o                                                       |           62,914,560 |   -0.00005
 281   2 | 47 self_attn o                                                       |          125,829,120 |   -0.00002
 282   1 | 47 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00003
 282   2 | 47 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00003
 283   1 | 47 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   +0.00002
 283   2 | 47 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00000
 284   1 | 47 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00002
 284   2 | 47 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00003
 285   1 | 48 self_attn q                                                       |           62,914,560 |   -0.00007
 285   2 | 48 self_attn q                                                       |          125,829,120 |   -0.00004
 286   1 | 48 self_attn [k, v]                                                  |           10,485,760 |   -0.00014
 286   2 | 48 self_attn [k, v]                                                  |           20,971,520 |   -0.00013
 287   1 | 48 self_attn o                                                       |           62,914,560 |   -0.00002
 287   2 | 48 self_attn o                                                       |          125,829,120 |   +0.00001
 288   1 | 48 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00006
 288   2 | 48 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00005
 289   1 | 48 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   +0.00001
 289   2 | 48 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00001
 290   1 | 48 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00003
 290   2 | 48 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00001
 291   1 | 49 self_attn q                                                       |           62,914,560 |   -0.00000
 291   2 | 49 self_attn q                                                       |          125,829,120 |   +0.00002
 292   1 | 49 self_attn [k, v]                                                  |           10,485,760 |   -0.00007
 292   2 | 49 self_attn [k, v]                                                  |           20,971,520 |   -0.00007
 293   1 | 49 self_attn o                                                       |           62,914,560 |   +0.00003
 293   2 | 49 self_attn o                                                       |          125,829,120 |   +0.00004
 294   1 | 49 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00003
 294   2 | 49 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00001
 295   1 | 49 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00003
 295   2 | 49 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00001
 296   1 | 49 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   +0.00000
 296   2 | 49 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00000
 297   1 | 50 self_attn q                                                       |           62,914,560 |   +0.00002
 297   2 | 50 self_attn q                                                       |          125,829,120 |   +0.00002
 298   1 | 50 self_attn [k, v]                                                  |           10,485,760 |   -0.00007
 298   2 | 50 self_attn [k, v]                                                  |           20,971,520 |   -0.00010
 299   1 | 50 self_attn o                                                       |           62,914,560 |   -0.00004
 299   2 | 50 self_attn o                                                       |          125,829,120 |   -0.00003
 300   1 | 50 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00001
 300   2 | 50 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00000
 301   1 | 50 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00004
 301   2 | 50 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00004
 302   1 | 50 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   +0.00001
 302   2 | 50 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00000
 303   1 | 51 self_attn q                                                       |           62,914,560 |   -0.00000
 303   2 | 51 self_attn q                                                       |          125,829,120 |   +0.00001
 304   1 | 51 self_attn [k, v]                                                  |           10,485,760 |   -0.00002
 304   2 | 51 self_attn [k, v]                                                  |           20,971,520 |   -0.00006
 305   1 | 51 self_attn o                                                       |           62,914,560 |   +0.00006
 305   2 | 51 self_attn o                                                       |          125,829,120 |   +0.00005
 306   1 | 51 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00005
 306   2 | 51 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00004
 307   1 | 51 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00003
 307   2 | 51 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00004
 308   1 | 51 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   +0.00001
 308   2 | 51 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00002
 309   1 | 52 self_attn q                                                       |           62,914,560 |   +0.00004
 309   2 | 52 self_attn q                                                       |          125,829,120 |   -0.00000
 310   1 | 52 self_attn [k, v]                                                  |           10,485,760 |   +0.00010
 310   2 | 52 self_attn [k, v]                                                  |           20,971,520 |   +0.00003
 311   1 | 52 self_attn o                                                       |           62,914,560 |   -0.00002
 311   2 | 52 self_attn o                                                       |          125,829,120 |   -0.00004
 312   1 | 52 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00001
 312   2 | 52 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00000
 313   1 | 52 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00002
 313   2 | 52 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00000
 314   1 | 52 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00001
 314   2 | 52 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   +0.00000
 315   1 | 53 self_attn q                                                       |           62,914,560 |   -0.00003
 315   2 | 53 self_attn q                                                       |          125,829,120 |   -0.00001
 316   1 | 53 self_attn [k, v]                                                  |           10,485,760 |   +0.00002
 316   2 | 53 self_attn [k, v]                                                  |           20,971,520 |   +0.00000
 317   1 | 53 self_attn o                                                       |           62,914,560 |   -0.00005
 317   2 | 53 self_attn o                                                       |          125,829,120 |   -0.00005
 318   1 | 53 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00002
 318   2 | 53 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00002
 319   1 | 53 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   +0.00000
 319   2 | 53 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   +0.00001
 320   1 | 53 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00001
 320   2 | 53 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00001
 321   1 | 54 self_attn q                                                       |           62,914,560 |   -0.00007
 321   2 | 54 self_attn q                                                       |          125,829,120 |   -0.00007
 322   1 | 54 self_attn [k, v]                                                  |           10,485,760 |   -0.00008
 322   2 | 54 self_attn [k, v]                                                  |           20,971,520 |   -0.00008
 323   1 | 54 self_attn o                                                       |           62,914,560 |   +0.00004
 323   2 | 54 self_attn o                                                       |          125,829,120 |   +0.00001
 324   1 | 54 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00001
 324   2 | 54 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00003
 325   1 | 54 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00001
 325   2 | 54 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00000
 326   1 | 54 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00000
 326   2 | 54 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   +0.00001
 327   1 | 55 self_attn q                                                       |           62,914,560 |   +0.00004
 327   2 | 55 self_attn q                                                       |          125,829,120 |   +0.00003
 328   1 | 55 self_attn [k, v]                                                  |           10,485,760 |   +0.00005
 328   2 | 55 self_attn [k, v]                                                  |           20,971,520 |   +0.00006
 329   1 | 55 self_attn o                                                       |           62,914,560 |   -0.00001
 329   2 | 55 self_attn o                                                       |          125,829,120 |   -0.00000
 330   1 | 55 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00002
 330   2 | 55 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00001
 331   1 | 55 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00001
 331   2 | 55 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00002
 332   1 | 55 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00000
 332   2 | 55 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   +0.00000
 333   1 | 56 self_attn q                                                       |           62,914,560 |   +0.00001
 333   2 | 56 self_attn q                                                       |          125,829,120 |   -0.00001
 334   1 | 56 self_attn [k, v]                                                  |           10,485,760 |   +0.00005
 334   2 | 56 self_attn [k, v]                                                  |           20,971,520 |   +0.00006
 335   1 | 56 self_attn o                                                       |           62,914,560 |   +0.00001
 335   2 | 56 self_attn o                                                       |          125,829,120 |   +0.00001
 336   1 | 56 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00002
 336   2 | 56 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00001
 337   1 | 56 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   +0.00002
 337   2 | 56 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00000
 338   1 | 56 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   +0.00000
 338   2 | 56 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   +0.00000
 339   1 | 57 self_attn q                                                       |           62,914,560 |   +0.00002
 339   2 | 57 self_attn q                                                       |          125,829,120 |   +0.00001
 340   1 | 57 self_attn [k, v]                                                  |           10,485,760 |   -0.00001
 340   2 | 57 self_attn [k, v]                                                  |           20,971,520 |   -0.00000
 341   1 | 57 self_attn o                                                       |           62,914,560 |   +0.00000
 341   2 | 57 self_attn o                                                       |          125,829,120 |   -0.00001
 342   1 | 57 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00002
 342   2 | 57 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00001
 343   1 | 57 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   +0.00001
 343   2 | 57 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   +0.00000
 344   1 | 57 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00002
 344   2 | 57 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00002
 345   1 | 58 self_attn q                                                       |           62,914,560 |   +0.00002
 345   2 | 58 self_attn q                                                       |          125,829,120 |   -0.00001
 346   1 | 58 self_attn [k, v]                                                  |           10,485,760 |   +0.00000
 346   2 | 58 self_attn [k, v]                                                  |           20,971,520 |   -0.00001
 347   1 | 58 self_attn o                                                       |           62,914,560 |   -0.00001
 347   2 | 58 self_attn o                                                       |          125,829,120 |   -0.00001
 348   1 | 58 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00005
 348   2 | 58 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00004
 349   1 | 58 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   +0.00001
 349   2 | 58 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   +0.00002
 350   1 | 58 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   +0.00001
 350   2 | 58 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00001
 351   1 | 59 self_attn q                                                       |           62,914,560 |   +0.00000
 351   2 | 59 self_attn q                                                       |          125,829,120 |   +0.00003
 352   1 | 59 self_attn [k, v]                                                  |           10,485,760 |   -0.00004
 352   2 | 59 self_attn [k, v]                                                  |           20,971,520 |   -0.00003
 353   1 | 59 self_attn o                                                       |           62,914,560 |   -0.00002
 353   2 | 59 self_attn o                                                       |          125,829,120 |   -0.00002
 354   1 | 59 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00005
 354   2 | 59 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00004
 355   1 | 59 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   +0.00002
 355   2 | 59 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   +0.00002
 356   1 | 59 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00001
 356   2 | 59 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00001
 357   1 | 60 self_attn q                                                       |           62,914,560 |   -0.00003
 357   2 | 60 self_attn q                                                       |          125,829,120 |   -0.00002
 358   1 | 60 self_attn [k, v]                                                  |           10,485,760 |   -0.00005
 358   2 | 60 self_attn [k, v]                                                  |           20,971,520 |   -0.00008
 359   1 | 60 self_attn o                                                       |           62,914,560 |   -0.00001
 359   2 | 60 self_attn o                                                       |          125,829,120 |   +0.00002
 360   1 | 60 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00003
 360   2 | 60 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00004
 361   1 | 60 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   +0.00001
 361   2 | 60 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00000
 362   1 | 60 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00001
 362   2 | 60 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00000
 363   1 | 61 self_attn q                                                       |           62,914,560 |   +0.00002
 363   2 | 61 self_attn q                                                       |          125,829,120 |   +0.00002
 364   1 | 61 self_attn [k, v]                                                  |           10,485,760 |   -0.00000
 364   2 | 61 self_attn [k, v]                                                  |           20,971,520 |   -0.00000
 365   1 | 61 self_attn o                                                       |           62,914,560 |   -0.00001
 365   2 | 61 self_attn o                                                       |          125,829,120 |   -0.00002
 366   1 | 61 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00002
 366   2 | 61 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00001
 367   1 | 61 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00002
 367   2 | 61 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00003
 368   1 | 61 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   +0.00002
 368   2 | 61 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00001
 369   1 | 62 self_attn q                                                       |           62,914,560 |   +0.00001
 369   2 | 62 self_attn q                                                       |          125,829,120 |   +0.00001
 370   1 | 62 self_attn [k, v]                                                  |           10,485,760 |   +0.00002
 370   2 | 62 self_attn [k, v]                                                  |           20,971,520 |   +0.00002
 371   1 | 62 self_attn o                                                       |           62,914,560 |   +0.00001
 371   2 | 62 self_attn o                                                       |          125,829,120 |   +0.00001
 372   1 | 62 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00002
 372   2 | 62 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00001
 373   1 | 62 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00001
 373   2 | 62 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00001
 374   1 | 62 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   +0.00000
 374   2 | 62 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00001
 375   1 | 63 self_attn q                                                       |           62,914,560 |   -0.00002
 375   2 | 63 self_attn q                                                       |          125,829,120 |   -0.00003
 376   1 | 63 self_attn [k, v]                                                  |           10,485,760 |   +0.00001
 376   2 | 63 self_attn [k, v]                                                  |           20,971,520 |   -0.00002
 377   1 | 63 self_attn o                                                       |           62,914,560 |   +0.00001
 377   2 | 63 self_attn o                                                       |          125,829,120 |   +0.00001
 378   1 | 63 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00002
 378   2 | 63 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00000
 379   1 | 63 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00000
 379   2 | 63 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00000
 380   1 | 63 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   +0.00002
 380   2 | 63 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   +0.00002
 381   1 | 64 self_attn q                                                       |           62,914,560 |   +0.00002
 381   2 | 64 self_attn q                                                       |          125,829,120 |   +0.00001
 382   1 | 64 self_attn [k, v]                                                  |           10,485,760 |   +0.00001
 382   2 | 64 self_attn [k, v]                                                  |           20,971,520 |   +0.00001
 383   1 | 64 self_attn o                                                       |           62,914,560 |   +0.00001
 383   2 | 64 self_attn o                                                       |          125,829,120 |   +0.00000
 384   1 | 64 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00000
 384   2 | 64 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00001
 385   1 | 64 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00003
 385   2 | 64 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00002
 386   1 | 64 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00001
 386   2 | 64 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00000
 387   1 | 65 self_attn q                                                       |           62,914,560 |   +0.00002
 387   2 | 65 self_attn q                                                       |          125,829,120 |   +0.00002
 388   1 | 65 self_attn [k, v]                                                  |           10,485,760 |   -0.00005
 388   2 | 65 self_attn [k, v]                                                  |           20,971,520 |   -0.00002
 389   1 | 65 self_attn o                                                       |           62,914,560 |   -0.00001
 389   2 | 65 self_attn o                                                       |          125,829,120 |   -0.00001
 390   1 | 65 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00001
 390   2 | 65 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00001
 391   1 | 65 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   +0.00000
 391   2 | 65 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00001
 392   1 | 65 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   +0.00002
 392   2 | 65 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   +0.00002
 393   1 | 66 self_attn q                                                       |           62,914,560 |   -0.00008
 393   2 | 66 self_attn q                                                       |          125,829,120 |   -0.00008
 394   1 | 66 self_attn [k, v]                                                  |           10,485,760 |   -0.00001
 394   2 | 66 self_attn [k, v]                                                  |           20,971,520 |   +0.00000
 395   1 | 66 self_attn o                                                       |           62,914,560 |   -0.00001
 395   2 | 66 self_attn o                                                       |          125,829,120 |   +0.00001
 396   1 | 66 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00005
 396   2 | 66 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00003
 397   1 | 66 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   +0.00000
 397   2 | 66 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   +0.00001
 398   1 | 66 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00001
 398   2 | 66 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00000
 399   1 | 67 self_attn q                                                       |           62,914,560 |   -0.00002
 399   2 | 67 self_attn q                                                       |          125,829,120 |   -0.00003
 400   1 | 67 self_attn [k, v]                                                  |           10,485,760 |   +0.00003
 400   2 | 67 self_attn [k, v]                                                  |           20,971,520 |   +0.00002
 401   1 | 67 self_attn o                                                       |           62,914,560 |   +0.00002
 401   2 | 67 self_attn o                                                       |          125,829,120 |   +0.00002
 402   1 | 67 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00004
 402   2 | 67 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00002
 403   1 | 67 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00001
 403   2 | 67 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   +0.00002
 404   1 | 67 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   +0.00000
 404   2 | 67 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   +0.00000
 405   1 | 68 self_attn q                                                       |           62,914,560 |   -0.00000
 405   2 | 68 self_attn q                                                       |          125,829,120 |   -0.00001
 406   1 | 68 self_attn [k, v]                                                  |           10,485,760 |   +0.00007
 406   2 | 68 self_attn [k, v]                                                  |           20,971,520 |   +0.00003
 407   1 | 68 self_attn o                                                       |           62,914,560 |   -0.00003
 407   2 | 68 self_attn o                                                       |          125,829,120 |   -0.00005
 408   1 | 68 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00001
 408   2 | 68 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00002
 409   1 | 68 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   +0.00002
 409   2 | 68 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   +0.00002
 410   1 | 68 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00002
 410   2 | 68 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00002
 411   1 | 69 self_attn q                                                       |           62,914,560 |   +0.00001
 411   2 | 69 self_attn q                                                       |          125,829,120 |   +0.00001
 412   1 | 69 self_attn [k, v]                                                  |           10,485,760 |   -0.00002
 412   2 | 69 self_attn [k, v]                                                  |           20,971,520 |   -0.00003
 413   1 | 69 self_attn o                                                       |           62,914,560 |   +0.00002
 413   2 | 69 self_attn o                                                       |          125,829,120 |   +0.00002
 414   1 | 69 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00004
 414   2 | 69 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00002
 415   1 | 69 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00001
 415   2 | 69 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00002
 416   1 | 69 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00002
 416   2 | 69 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00000
 417   1 | 70 self_attn q                                                       |           62,914,560 |   +0.00001
 417   2 | 70 self_attn q                                                       |          125,829,120 |   -0.00000
 418   1 | 70 self_attn [k, v]                                                  |           10,485,760 |   +0.00002
 418   2 | 70 self_attn [k, v]                                                  |           20,971,520 |   +0.00001
 419   1 | 70 self_attn o                                                       |           62,914,560 |   -0.00000
 419   2 | 70 self_attn o                                                       |          125,829,120 |   -0.00001
 420   1 | 70 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00000
 420   2 | 70 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00002
 421   1 | 70 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   +0.00001
 421   2 | 70 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00000
 422   1 | 70 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00001
 422   2 | 70 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00001
 423   1 | 71 self_attn q                                                       |           62,914,560 |   +0.00003
 423   2 | 71 self_attn q                                                       |          125,829,120 |   +0.00003
 424   1 | 71 self_attn [k, v]                                                  |           10,485,760 |   +0.00002
 424   2 | 71 self_attn [k, v]                                                  |           20,971,520 |   -0.00001
 425   1 | 71 self_attn o                                                       |           62,914,560 |   -0.00001
 425   2 | 71 self_attn o                                                       |          125,829,120 |   -0.00002
 426   1 | 71 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00004
 426   2 | 71 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00004
 427   1 | 71 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00003
 427   2 | 71 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00002
 428   1 | 71 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00002
 428   2 | 71 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00002
 429   1 | 72 self_attn q                                                       |           62,914,560 |   +0.00001
 429   2 | 72 self_attn q                                                       |          125,829,120 |   +0.00001
 430   1 | 72 self_attn [k, v]                                                  |           10,485,760 |   -0.00000
 430   2 | 72 self_attn [k, v]                                                  |           20,971,520 |   -0.00002
 431   1 | 72 self_attn o                                                       |           62,914,560 |   -0.00002
 431   2 | 72 self_attn o                                                       |          125,829,120 |   -0.00002
 432   1 | 72 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00002
 432   2 | 72 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00000
 433   1 | 72 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00004
 433   2 | 72 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00005
 434   1 | 72 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00002
 434   2 | 72 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00000
 435   1 | 73 self_attn q                                                       |           62,914,560 |   +0.00001
 435   2 | 73 self_attn q                                                       |          125,829,120 |   +0.00001
 436   1 | 73 self_attn [k, v]                                                  |           10,485,760 |   +0.00003
 436   2 | 73 self_attn [k, v]                                                  |           20,971,520 |   +0.00003
 437   1 | 73 self_attn o                                                       |           62,914,560 |   +0.00001
 437   2 | 73 self_attn o                                                       |          125,829,120 |   +0.00002
 438   1 | 73 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00002
 438   2 | 73 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00003
 439   1 | 73 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   +0.00001
 439   2 | 73 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   +0.00000
 440   1 | 73 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   +0.00001
 440   2 | 73 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00001
 441   1 | 74 self_attn q                                                       |           62,914,560 |   +0.00001
 441   2 | 74 self_attn q                                                       |          125,829,120 |   +0.00000
 442   1 | 74 self_attn [k, v]                                                  |           10,485,760 |   +0.00001
 442   2 | 74 self_attn [k, v]                                                  |           20,971,520 |   -0.00001
 443   1 | 74 self_attn o                                                       |           62,914,560 |   -0.00002
 443   2 | 74 self_attn o                                                       |          125,829,120 |   -0.00000
 444   1 | 74 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00003
 444   2 | 74 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00004
 445   1 | 74 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   +0.00000
 445   2 | 74 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00001
 446   1 | 74 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00003
 446   2 | 74 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00003
 447   1 | 75 self_attn q                                                       |           62,914,560 |   -0.00003
 447   2 | 75 self_attn q                                                       |          125,829,120 |   -0.00001
 448   1 | 75 self_attn [k, v]                                                  |           10,485,760 |   -0.00000
 448   2 | 75 self_attn [k, v]                                                  |           20,971,520 |   +0.00000
 449   1 | 75 self_attn o                                                       |           62,914,560 |   +0.00000
 449   2 | 75 self_attn o                                                       |          125,829,120 |   -0.00001
 450   1 | 75 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00005
 450   2 | 75 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00004
 451   1 | 75 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00003
 451   2 | 75 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00003
 452   1 | 75 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00000
 452   2 | 75 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   +0.00000
 453   1 | 76 self_attn q                                                       |           62,914,560 |   -0.00011
 453   2 | 76 self_attn q                                                       |          125,829,120 |   -0.00011
 454   1 | 76 self_attn [k, v]                                                  |           10,485,760 |   -0.00004
 454   2 | 76 self_attn [k, v]                                                  |           20,971,520 |   -0.00004
 455   1 | 76 self_attn o                                                       |           62,914,560 |   -0.00001
 455   2 | 76 self_attn o                                                       |          125,829,120 |   -0.00002
 456   1 | 76 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00005
 456   2 | 76 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00004
 457   1 | 76 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00002
 457   2 | 76 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00002
 458   1 | 76 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00002
 458   2 | 76 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   +0.00000
 459   1 | 77 self_attn q                                                       |           62,914,560 |   -0.00002
 459   2 | 77 self_attn q                                                       |          125,829,120 |   -0.00003
 460   1 | 77 self_attn [k, v]                                                  |           10,485,760 |   -0.00007
 460   2 | 77 self_attn [k, v]                                                  |           20,971,520 |   -0.00007
 461   1 | 77 self_attn o                                                       |           62,914,560 |   -0.00001
 461   2 | 77 self_attn o                                                       |          125,829,120 |   -0.00002
 462   1 | 77 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00002
 462   2 | 77 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00003
 463   1 | 77 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00001
 463   2 | 77 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00000
 464   1 | 77 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   +0.00001
 464   2 | 77 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00001
 465   1 | 78 self_attn q                                                       |           62,914,560 |   +0.00001
 465   2 | 78 self_attn q                                                       |          125,829,120 |   +0.00002
 466   1 | 78 self_attn [k, v]                                                  |           10,485,760 |   +0.00000
 466   2 | 78 self_attn [k, v]                                                  |           20,971,520 |   -0.00002
 467   1 | 78 self_attn o                                                       |           62,914,560 |   +0.00002
 467   2 | 78 self_attn o                                                       |          125,829,120 |   +0.00004
 468   1 | 78 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00001
 468   2 | 78 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00004
 469   1 | 78 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   +0.00001
 469   2 | 78 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   +0.00000
 470   1 | 78 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00000
 470   2 | 78 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00002
 471   1 | 79 self_attn q                                                       |           62,914,560 |   +0.00002
 471   2 | 79 self_attn q                                                       |          125,829,120 |   +0.00001
 472   1 | 79 self_attn [k, v]                                                  |           10,485,760 |   -0.00016
 472   2 | 79 self_attn [k, v]                                                  |           20,971,520 |   -0.00019
 473   1 | 79 self_attn o                                                       |           62,914,560 |   -0.00002
 473   2 | 79 self_attn o                                                       |          125,829,120 |   +0.00000
 474   1 | 79 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00004
 474   2 | 79 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00002
 475   1 | 79 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00006
 475   2 | 79 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00005
 476   1 | 79 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   +0.00003
 476   2 | 79 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   +0.00002
 477   1 | 80 self_attn q                                                       |           62,914,560 |   +0.00019
 477   2 | 80 self_attn q                                                       |          125,829,120 |   +0.00008
 478   1 | 80 self_attn [k, v]                                                  |           10,485,760 |   +0.00005
 478   2 | 80 self_attn [k, v]                                                  |           20,971,520 |   +0.00000
 479   1 | 80 self_attn o                                                       |           62,914,560 |   -0.00000
 479   2 | 80 self_attn o                                                       |          125,829,120 |   +0.00000
 480   1 | 80 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00009
 480   2 | 80 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00006
 481   1 | 80 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   +0.00001
 481   2 | 80 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   +0.00000
 482   1 | 80 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00000
 482   2 | 80 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00001
 483   1 | 81 self_attn q                                                       |           62,914,560 |   +0.00009
 483   2 | 81 self_attn q                                                       |          125,829,120 |   +0.00004
 484   1 | 81 self_attn [k, v]                                                  |           10,485,760 |   +0.00005
 484   2 | 81 self_attn [k, v]                                                  |           20,971,520 |   +0.00006
 485   1 | 81 self_attn o                                                       |           62,914,560 |   -0.00002
 485   2 | 81 self_attn o                                                       |          125,829,120 |   -0.00002
 486   1 | 81 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00002
 486   2 | 81 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00006
 487   1 | 81 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00001
 487   2 | 81 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00002
 488   1 | 81 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00001
 488   2 | 81 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00001
 489   1 | 82 self_attn q                                                       |           62,914,560 |   -0.00002
 489   2 | 82 self_attn q                                                       |          125,829,120 |   -0.00002
 490   1 | 82 self_attn [k, v]                                                  |           10,485,760 |   -0.00009
 490   2 | 82 self_attn [k, v]                                                  |           20,971,520 |   -0.00008
 491   1 | 82 self_attn o                                                       |           62,914,560 |   -0.00007
 491   2 | 82 self_attn o                                                       |          125,829,120 |   -0.00007
 492   1 | 82 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00003
 492   2 | 82 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00002
 493   1 | 82 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   +0.00002
 493   2 | 82 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   +0.00001
 494   1 | 82 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   +0.00001
 494   2 | 82 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   +0.00001
 495   1 | 83 self_attn q                                                       |           62,914,560 |   +0.00001
 495   2 | 83 self_attn q                                                       |          125,829,120 |   -0.00000
 496   1 | 83 self_attn [k, v]                                                  |           10,485,760 |   -0.00013
 496   2 | 83 self_attn [k, v]                                                  |           20,971,520 |   -0.00014
 497   1 | 83 self_attn o                                                       |           62,914,560 |   -0.00005
 497   2 | 83 self_attn o                                                       |          125,829,120 |   -0.00003
 498   1 | 83 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00003
 498   2 | 83 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00004
 499   1 | 83 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   +0.00000
 499   2 | 83 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00002
 500   1 | 83 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00001
 500   2 | 83 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00000
 501   1 | 84 self_attn q                                                       |           62,914,560 |   -0.00007
 501   2 | 84 self_attn q                                                       |          125,829,120 |   -0.00010
 502   1 | 84 self_attn [k, v]                                                  |           10,485,760 |   -0.00012
 502   2 | 84 self_attn [k, v]                                                  |           20,971,520 |   -0.00009
 503   1 | 84 self_attn o                                                       |           62,914,560 |   +0.00001
 503   2 | 84 self_attn o                                                       |          125,829,120 |   -0.00000
 504   1 | 84 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00007
 504   2 | 84 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00009
 505   1 | 84 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00002
 505   2 | 84 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00003
 506   1 | 84 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00000
 506   2 | 84 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00001
 507   1 | 85 self_attn q                                                       |           62,914,560 |   -0.00002
 507   2 | 85 self_attn q                                                       |          125,829,120 |   -0.00008
 508   1 | 85 self_attn [k, v]                                                  |           10,485,760 |   -0.00025
 508   2 | 85 self_attn [k, v]                                                  |           20,971,520 |   -0.00027
 509   1 | 85 self_attn o                                                       |           62,914,560 |   -0.00007
 509   2 | 85 self_attn o                                                       |          125,829,120 |   -0.00007
 510   1 | 85 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00003
 510   2 | 85 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00004
 511   1 | 85 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   +0.00004
 511   2 | 85 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   +0.00001
 512   1 | 85 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   +0.00001
 512   2 | 85 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00001
 513   1 | 86 self_attn q                                                       |           62,914,560 |   +0.00000
 513   2 | 86 self_attn q                                                       |          125,829,120 |   -0.00003
 514   1 | 86 self_attn [k, v]                                                  |           10,485,760 |   -0.00011
 514   2 | 86 self_attn [k, v]                                                  |           20,971,520 |   -0.00013
 515   1 | 86 self_attn o                                                       |           62,914,560 |   -0.00013
 515   2 | 86 self_attn o                                                       |          125,829,120 |   -0.00011
 516   1 | 86 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00001
 516   2 | 86 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00001
 517   1 | 86 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00003
 517   2 | 86 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00004
 518   1 | 86 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00001
 518   2 | 86 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00000
 519   1 | 87 self_attn q                                                       |           62,914,560 |   +0.00001
 519   2 | 87 self_attn q                                                       |          125,829,120 |   +0.00000
 520   1 | 87 self_attn [k, v]                                                  |           10,485,760 |   -0.00013
 520   2 | 87 self_attn [k, v]                                                  |           20,971,520 |   -0.00035
 521   1 | 87 self_attn o                                                       |           62,914,560 |   +0.00000
 521   2 | 87 self_attn o                                                       |          125,829,120 |   +0.00000
 522   1 | 87 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00001
 522   2 | 87 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00005
 523   1 | 87 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00001
 523   2 | 87 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00001
 524   1 | 87 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00001
 524   2 | 87 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00001
 525   1 | 88 self_attn q                                                       |           62,914,560 |   -0.00002
 525   2 | 88 self_attn q                                                       |          125,829,120 |   -0.00001
 526   1 | 88 self_attn [k, v]                                                  |           10,485,760 |   +0.00002
 526   2 | 88 self_attn [k, v]                                                  |           20,971,520 |   -0.00003
 527   1 | 88 self_attn o                                                       |           62,914,560 |   -0.00005
 527   2 | 88 self_attn o                                                       |          125,829,120 |   -0.00004
 528   1 | 88 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00001
 528   2 | 88 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00003
 529   1 | 88 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00000
 529   2 | 88 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00001
 530   1 | 88 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   +0.00000
 530   2 | 88 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00000
 531   1 | 89 self_attn q                                                       |           62,914,560 |   -0.00004
 531   2 | 89 self_attn q                                                       |          125,829,120 |   -0.00004
 532   1 | 89 self_attn [k, v]                                                  |           10,485,760 |   -0.00010
 532   2 | 89 self_attn [k, v]                                                  |           20,971,520 |   -0.00008
 533   1 | 89 self_attn o                                                       |           62,914,560 |   -0.00002
 533   2 | 89 self_attn o                                                       |          125,829,120 |   -0.00002
 534   1 | 89 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00004
 534   2 | 89 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00006
 535   1 | 89 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00000
 535   2 | 89 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00000
 536   1 | 89 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   +0.00000
 536   2 | 89 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00001
 537   1 | 90 self_attn q                                                       |           62,914,560 |   -0.00001
 537   2 | 90 self_attn q                                                       |          125,829,120 |   +0.00000
 538   1 | 90 self_attn [k, v]                                                  |           10,485,760 |   -0.00005
 538   2 | 90 self_attn [k, v]                                                  |           20,971,520 |   -0.00005
 539   1 | 90 self_attn o                                                       |           62,914,560 |   +0.00001
 539   2 | 90 self_attn o                                                       |          125,829,120 |   +0.00000
 540   1 | 90 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00007
 540   2 | 90 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00005
 541   1 | 90 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00000
 541   2 | 90 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00000
 542   1 | 90 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   +0.00001
 542   2 | 90 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   +0.00000
 543   1 | 91 self_attn q                                                       |           62,914,560 |   +0.00003
 543   2 | 91 self_attn q                                                       |          125,829,120 |   +0.00003
 544   1 | 91 self_attn [k, v]                                                  |           10,485,760 |   -0.00011
 544   2 | 91 self_attn [k, v]                                                  |           20,971,520 |   -0.00013
 545   1 | 91 self_attn o                                                       |           62,914,560 |   -0.00008
 545   2 | 91 self_attn o                                                       |          125,829,120 |   -0.00008
 546   1 | 91 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00020
 546   2 | 91 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00016
 547   1 | 91 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   +0.00000
 547   2 | 91 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00001
 548   1 | 91 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   +0.00000
 548   2 | 91 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00000