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 -- Results
    idx      | parts                                                                |              d. bits |  d. KL-div
    ---------|----------------------------------------------------------------------|----------------------|-----------
       -     |                                                                      |                      |    0.07912
       0   1 | 0 self_attn q                                                        |           62,914,560 |   -0.00014
       0   2 | 0 self_attn q                                                        |          125,829,120 |   -0.00009
       1   1 | 0 self_attn [k, v]                                                   |           10,485,760 |   -0.00005
       1   2 | 0 self_attn [k, v]                                                   |           20,971,520 |   -0.00006
       2   1 | 0 self_attn o                                                        |           62,914,560 |   -0.00040
       2   2 | 0 self_attn o                                                        |          125,829,120 |   -0.00022
       3   1 | 0 mlp [gate, up]                                                     |          125,829,120 |   -0.00044
       3   2 | 0 mlp [gate, up]                                                     |          251,658,240 |   -0.00052
       4   1 | 0 mlp down                                                           |           62,914,560 |   -0.00036
       4   2 | 0 mlp down                                                           |          125,829,120 |   -0.00018
       5   1 | 1 self_attn q                                                        |           62,914,560 |   -0.00008
       5   2 | 1 self_attn q                                                        |          125,829,120 |   +0.00000
       6   1 | 1 self_attn [k, v]                                                   |           10,485,760 |   -0.00012
       6   2 | 1 self_attn [k, v]                                                   |           20,971,520 |   -0.00034
       7   1 | 1 self_attn o                                                        |           62,914,560 |   +0.00001
       7   2 | 1 self_attn o                                                        |          125,829,120 |   +0.00007
       8   1 | 1 mlp [gate, up]                                                     |          125,829,120 |   -0.00024
       8   2 | 1 mlp [gate, up]                                                     |          251,658,240 |   -0.00037
       9   1 | 1 mlp down                                                           |           62,914,560 |   +0.00003
       9   2 | 1 mlp down                                                           |          125,829,120 |   -0.00005
      10   1 | 2 self_attn q                                                        |           62,914,560 |   +0.00001
      10   2 | 2 self_attn q                                                        |          125,829,120 |   -0.00007
      11   1 | 2 self_attn [k, v]                                                   |           10,485,760 |   -0.00062
      11   2 | 2 self_attn [k, v]                                                   |           20,971,520 |   -0.00047
      12   1 | 2 self_attn o                                                        |           62,914,560 |   -0.00006
      12   2 | 2 self_attn o                                                        |          125,829,120 |   +0.00002
      13   1 | 2 mlp [gate, up]                                                     |          125,829,120 |   -0.00008
      13   2 | 2 mlp [gate, up]                                                     |          251,658,240 |   -0.00058
      14   1 | 2 mlp down                                                           |           62,914,560 |   -0.00062
      14   2 | 2 mlp down                                                           |          125,829,120 |   -0.00037
      15   1 | 3 self_attn q                                                        |           62,914,560 |   -0.00025
      15   2 | 3 self_attn q                                                        |          125,829,120 |   -0.00012
      16   1 | 3 self_attn [k, v]                                                   |           10,485,760 |   -0.00060
      16   2 | 3 self_attn [k, v]                                                   |           20,971,520 |   -0.00071
      17   1 | 3 self_attn o                                                        |           62,914,560 |   -0.00006
      17   2 | 3 self_attn o                                                        |          125,829,120 |   -0.00007
      18   1 | 3 mlp shared_experts [gate, up, down]                                |           23,592,960 |   +0.00031
      18   2 | 3 mlp shared_experts [gate, up, down]                                |           47,185,920 |   +0.00011
      19   1 | 3 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate,... |        2,516,582,400 |   -0.00042
      19   2 | 3 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate,... |        5,033,164,800 |   -0.00027
      20   1 | 3 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6 ... |        1,258,291,200 |   -0.00019
      20   2 | 3 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6 ... |        2,516,582,400 |   -0.00020
      21   1 | 4 self_attn q                                                        |           62,914,560 |   +0.00006
      21   2 | 4 self_attn q                                                        |          125,829,120 |   +0.00013
      22   1 | 4 self_attn [k, v]                                                   |           10,485,760 |   +0.00022
      22   2 | 4 self_attn [k, v]                                                   |           20,971,520 |   +0.00011
      23   1 | 4 self_attn o                                                        |           62,914,560 |   -0.00001
      23   2 | 4 self_attn o                                                        |          125,829,120 |   +0.00003
      24   1 | 4 mlp shared_experts [gate, up, down]                                |           23,592,960 |   -0.00026
      24   2 | 4 mlp shared_experts [gate, up, down]                                |           47,185,920 |   -0.00036
      25   1 | 4 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate,... |        2,516,582,400 |   -0.00018
      25   2 | 4 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate,... |        5,033,164,800 |   -0.00031
      26   1 | 4 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6 ... |        1,258,291,200 |   -0.00026
      26   2 | 4 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6 ... |        2,516,582,400 |   -0.00026
      27   1 | 5 self_attn q                                                        |           62,914,560 |   -0.00009
      27   2 | 5 self_attn q                                                        |          125,829,120 |   -0.00008
      28   1 | 5 self_attn [k, v]                                                   |           10,485,760 |   +0.00007
      28   2 | 5 self_attn [k, v]                                                   |           20,971,520 |   +0.00015
      29   1 | 5 self_attn o                                                        |           62,914,560 |   -0.00026
      29   2 | 5 self_attn o                                                        |          125,829,120 |   -0.00013
      30   1 | 5 mlp shared_experts [gate, up, down]                                |           23,592,960 |   -0.00048
      30   2 | 5 mlp shared_experts [gate, up, down]                                |           47,185,920 |   -0.00034
      31   1 | 5 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate,... |        2,516,582,400 |   -0.00020
      31   2 | 5 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate,... |        5,033,164,800 |   -0.00015
      32   1 | 5 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6 ... |        1,258,291,200 |   -0.00021
      32   2 | 5 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6 ... |        2,516,582,400 |   -0.00025
      33   1 | 6 self_attn q                                                        |           62,914,560 |   +0.00010
      33   2 | 6 self_attn q                                                        |          125,829,120 |   +0.00016
      34   1 | 6 self_attn [k, v]                                                   |           10,485,760 |   -0.00018
      34   2 | 6 self_attn [k, v]                                                   |           20,971,520 |   -0.00023
      35   1 | 6 self_attn o                                                        |           62,914,560 |   -0.00030
      35   2 | 6 self_attn o                                                        |          125,829,120 |   -0.00031
      36   1 | 6 mlp shared_experts [gate, up, down]                                |           23,592,960 |   -0.00009
      36   2 | 6 mlp shared_experts [gate, up, down]                                |           47,185,920 |   -0.00022
      37   1 | 6 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate,... |        2,516,582,400 |   -0.00027
      37   2 | 6 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate,... |        5,033,164,800 |   -0.00024
      38   1 | 6 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6 ... |        1,258,291,200 |   -0.00013
      38   2 | 6 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6 ... |        2,516,582,400 |   -0.00043
      39   1 | 7 self_attn q                                                        |           62,914,560 |   -0.00029
      39   2 | 7 self_attn q                                                        |          125,829,120 |   -0.00034
      40   1 | 7 self_attn [k, v]                                                   |           10,485,760 |   -0.00028
      40   2 | 7 self_attn [k, v]                                                   |           20,971,520 |   -0.00004
      41   1 | 7 self_attn o                                                        |           62,914,560 |   -0.00011
      41   2 | 7 self_attn o                                                        |          125,829,120 |   -0.00023
      42   1 | 7 mlp shared_experts [gate, up, down]                                |           23,592,960 |   +0.00010
      42   2 | 7 mlp shared_experts [gate, up, down]                                |           47,185,920 |   +0.00045
      43   1 | 7 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate,... |        2,516,582,400 |   -0.00028
      43   2 | 7 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate,... |        5,033,164,800 |   -0.00033
      44   1 | 7 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6 ... |        1,258,291,200 |   -0.00040
      44   2 | 7 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6 ... |        2,516,582,400 |   -0.00039
      45   1 | 8 self_attn q                                                        |           62,914,560 |   -0.00017
      45   2 | 8 self_attn q                                                        |          125,829,120 |   -0.00026
      46   1 | 8 self_attn [k, v]                                                   |           10,485,760 |   +0.00086
      46   2 | 8 self_attn [k, v]                                                   |           20,971,520 |   +0.00031
      47   1 | 8 self_attn o                                                        |           62,914,560 |   -0.00128
      47   2 | 8 self_attn o                                                        |          125,829,120 |   -0.00105
      48   1 | 8 mlp shared_experts [gate, up, down]                                |           23,592,960 |   +0.00019
      48   2 | 8 mlp shared_experts [gate, up, down]                                |           47,185,920 |   +0.00013
      49   1 | 8 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate,... |        2,516,582,400 |   -0.00037
      49   2 | 8 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate,... |        5,033,164,800 |   -0.00023
      50   1 | 8 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6 ... |        1,258,291,200 |   -0.00026
      50   2 | 8 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6 ... |        2,516,582,400 |   -0.00030
      51   1 | 9 self_attn q                                                        |           62,914,560 |   -0.00022
      51   2 | 9 self_attn q                                                        |          125,829,120 |   -0.00017
      52   1 | 9 self_attn [k, v]                                                   |           10,485,760 |   -0.00070
      52   2 | 9 self_attn [k, v]                                                   |           20,971,520 |   -0.00023
      53   1 | 9 self_attn o                                                        |           62,914,560 |   -0.00030
      53   2 | 9 self_attn o                                                        |          125,829,120 |   -0.00026
      54   1 | 9 mlp shared_experts [gate, up, down]                                |           23,592,960 |   -0.00026
      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 |   -0.00047
      55   2 | 9 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate,... |        5,033,164,800 |   -0.00037
      56   1 | 9 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6 ... |        1,258,291,200 |   -0.00025
      56   2 | 9 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6 ... |        2,516,582,400 |   -0.00032
      57   1 | 10 self_attn q                                                       |           62,914,560 |   -0.00030
      57   2 | 10 self_attn q                                                       |          125,829,120 |   -0.00026
      58   1 | 10 self_attn [k, v]                                                  |           10,485,760 |   -0.00006
      58   2 | 10 self_attn [k, v]                                                  |           20,971,520 |   +0.00030
      59   1 | 10 self_attn o                                                       |           62,914,560 |   +0.00033
      59   2 | 10 self_attn o                                                       |          125,829,120 |   +0.00003
      60   1 | 10 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00006
      60   2 | 10 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00009
      61   1 | 10 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00020
      61   2 | 10 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00021
      62   1 | 10 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00018
      62   2 | 10 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00037
      63   1 | 11 self_attn q                                                       |           62,914,560 |   +0.00010
      63   2 | 11 self_attn q                                                       |          125,829,120 |   -0.00010
      64   1 | 11 self_attn [k, v]                                                  |           10,485,760 |   +0.00122
      64   2 | 11 self_attn [k, v]                                                  |           20,971,520 |   +0.00123
      65   1 | 11 self_attn o                                                       |           62,914,560 |   -0.00109
      65   2 | 11 self_attn o                                                       |          125,829,120 |   -0.00174
      66   1 | 11 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00046
      66   2 | 11 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00044
      67   1 | 11 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00042
      67   2 | 11 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00054
      68   1 | 11 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00057
      68   2 | 11 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00058
      69   1 | 12 self_attn q                                                       |           62,914,560 |   +0.00001
      69   2 | 12 self_attn q                                                       |          125,829,120 |   +0.00001
      70   1 | 12 self_attn [k, v]                                                  |           10,485,760 |   -0.00015
      70   2 | 12 self_attn [k, v]                                                  |           20,971,520 |   +0.00026
      71   1 | 12 self_attn o                                                       |           62,914,560 |   -0.00105
      71   2 | 12 self_attn o                                                       |          125,829,120 |   -0.00077
      72   1 | 12 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00042
      72   2 | 12 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00010
      73   1 | 12 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00071
      73   2 | 12 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00084
      74   1 | 12 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00072
      74   2 | 12 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00077
      75   1 | 13 self_attn q                                                       |           62,914,560 |   -0.00023
      75   2 | 13 self_attn q                                                       |          125,829,120 |   -0.00033
      76   1 | 13 self_attn [k, v]                                                  |           10,485,760 |   -0.00156
      76   2 | 13 self_attn [k, v]                                                  |           20,971,520 |   -0.00126
      77   1 | 13 self_attn o                                                       |           62,914,560 |   -0.00087
      77   2 | 13 self_attn o                                                       |          125,829,120 |   -0.00080
      78   1 | 13 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00054
      78   2 | 13 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00032
      79   1 | 13 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00031
      79   2 | 13 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00051
      80   1 | 13 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00034
      80   2 | 13 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00064
      81   1 | 14 self_attn q                                                       |           62,914,560 |   -0.00018
      81   2 | 14 self_attn q                                                       |          125,829,120 |   -0.00004
      82   1 | 14 self_attn [k, v]                                                  |           10,485,760 |   -0.00025
      82   2 | 14 self_attn [k, v]                                                  |           20,971,520 |   +0.00013
      83   1 | 14 self_attn o                                                       |           62,914,560 |   -0.00037
      83   2 | 14 self_attn o                                                       |          125,829,120 |   -0.00087
      84   1 | 14 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00004
      84   2 | 14 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00006
      85   1 | 14 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00071
      85   2 | 14 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00096
      86   1 | 14 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00038
      86   2 | 14 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00067
      87   1 | 15 self_attn q                                                       |           62,914,560 |   +0.00008
      87   2 | 15 self_attn q                                                       |          125,829,120 |   +0.00005
      88   1 | 15 self_attn [k, v]                                                  |           10,485,760 |   +0.00054
      88   2 | 15 self_attn [k, v]                                                  |           20,971,520 |   +0.00031
      89   1 | 15 self_attn o                                                       |           62,914,560 |   -0.00013
      89   2 | 15 self_attn o                                                       |          125,829,120 |   -0.00033
      90   1 | 15 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00017
      90   2 | 15 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00006
      91   1 | 15 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00103
      91   2 | 15 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00092
      92   1 | 15 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00069
      92   2 | 15 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00066
      93   1 | 16 self_attn q                                                       |           62,914,560 |   -0.00042
      93   2 | 16 self_attn q                                                       |          125,829,120 |   -0.00002
      94   1 | 16 self_attn [k, v]                                                  |           10,485,760 |   +0.00047
      94   2 | 16 self_attn [k, v]                                                  |           20,971,520 |   +0.00032
      95   1 | 16 self_attn o                                                       |           62,914,560 |   -0.00011
      95   2 | 16 self_attn o                                                       |          125,829,120 |   -0.00021
      96   1 | 16 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00004
      96   2 | 16 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00015
      97   1 | 16 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00091
      97   2 | 16 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00137
      98   1 | 16 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00065
      98   2 | 16 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00103
      99   1 | 17 self_attn q                                                       |           62,914,560 |   +0.00015
      99   2 | 17 self_attn q                                                       |          125,829,120 |   +0.00013
     100   1 | 17 self_attn [k, v]                                                  |           10,485,760 |   -0.00075
     100   2 | 17 self_attn [k, v]                                                  |           20,971,520 |   -0.00078
     101   1 | 17 self_attn o                                                       |           62,914,560 |   -0.00036
     101   2 | 17 self_attn o                                                       |          125,829,120 |   -0.00032
     102   1 | 17 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00048
     102   2 | 17 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00038
     103   1 | 17 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00100
     103   2 | 17 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00095
     104   1 | 17 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00070
     104   2 | 17 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00094
     105   1 | 18 self_attn q                                                       |           62,914,560 |   -0.00003
     105   2 | 18 self_attn q                                                       |          125,829,120 |   +0.00023
     106   1 | 18 self_attn [k, v]                                                  |           10,485,760 |   -0.00102
     106   2 | 18 self_attn [k, v]                                                  |           20,971,520 |   -0.00091
     107   1 | 18 self_attn o                                                       |           62,914,560 |   -0.00018
     107   2 | 18 self_attn o                                                       |          125,829,120 |   -0.00020
     108   1 | 18 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00039
     108   2 | 18 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00037
     109   1 | 18 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00090
     109   2 | 18 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00097
     110   1 | 18 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00034
     110   2 | 18 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00040
     111   1 | 19 self_attn q                                                       |           62,914,560 |   +0.00021
     111   2 | 19 self_attn q                                                       |          125,829,120 |   -0.00004
     112   1 | 19 self_attn [k, v]                                                  |           10,485,760 |   +0.00059
     112   2 | 19 self_attn [k, v]                                                  |           20,971,520 |   +0.00079
     113   1 | 19 self_attn o                                                       |           62,914,560 |   -0.00079
     113   2 | 19 self_attn o                                                       |          125,829,120 |   -0.00089
     114   1 | 19 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00162
     114   2 | 19 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00098
     115   1 | 19 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00096
     115   2 | 19 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00105
     116   1 | 19 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00065
     116   2 | 19 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00072
     117   1 | 20 self_attn q                                                       |           62,914,560 |   -0.00000
     117   2 | 20 self_attn q                                                       |          125,829,120 |   +0.00016
     118   1 | 20 self_attn [k, v]                                                  |           10,485,760 |   +0.00023
     118   2 | 20 self_attn [k, v]                                                  |           20,971,520 |   -0.00038
     119   1 | 20 self_attn o                                                       |           62,914,560 |   +0.00068
     119   2 | 20 self_attn o                                                       |          125,829,120 |   -0.00002
     120   1 | 20 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00098
     120   2 | 20 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00153
     121   1 | 20 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00070
     121   2 | 20 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00086
     122   1 | 20 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00085
     122   2 | 20 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00084
     123   1 | 21 self_attn q                                                       |           62,914,560 |   -0.00027
     123   2 | 21 self_attn q                                                       |          125,829,120 |   -0.00025
     124   1 | 21 self_attn [k, v]                                                  |           10,485,760 |   +0.00026
     124   2 | 21 self_attn [k, v]                                                  |           20,971,520 |   +0.00027
     125   1 | 21 self_attn o                                                       |           62,914,560 |   -0.00022
     125   2 | 21 self_attn o                                                       |          125,829,120 |   +0.00026
     126   1 | 21 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00011
     126   2 | 21 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00072
     127   1 | 21 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00056
     127   2 | 21 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00089
     128   1 | 21 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00017
     128   2 | 21 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00042
     129   1 | 22 self_attn q                                                       |           62,914,560 |   -0.00027
     129   2 | 22 self_attn q                                                       |          125,829,120 |   -0.00029
     130   1 | 22 self_attn [k, v]                                                  |           10,485,760 |   +0.00042
     130   2 | 22 self_attn [k, v]                                                  |           20,971,520 |   +0.00001
     131   1 | 22 self_attn o                                                       |           62,914,560 |   -0.00048
     131   2 | 22 self_attn o                                                       |          125,829,120 |   -0.00034
     132   1 | 22 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00094
     132   2 | 22 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00085
     133   1 | 22 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00045
     133   2 | 22 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00058
     134   1 | 22 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00023
     134   2 | 22 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00033
     135   1 | 23 self_attn q                                                       |           62,914,560 |   -0.00067
     135   2 | 23 self_attn q                                                       |          125,829,120 |   -0.00063
     136   1 | 23 self_attn [k, v]                                                  |           10,485,760 |   -0.00013
     136   2 | 23 self_attn [k, v]                                                  |           20,971,520 |   -0.00052
     137   1 | 23 self_attn o                                                       |           62,914,560 |   -0.00050
     137   2 | 23 self_attn o                                                       |          125,829,120 |   +0.00007
     138   1 | 23 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00094
     138   2 | 23 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00065
     139   1 | 23 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00082
     139   2 | 23 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00101
     140   1 | 23 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00034
     140   2 | 23 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00046
     141   1 | 24 self_attn q                                                       |           62,914,560 |   -0.00007
     141   2 | 24 self_attn q                                                       |          125,829,120 |   -0.00033
     142   1 | 24 self_attn [k, v]                                                  |           10,485,760 |   -0.00082
     142   2 | 24 self_attn [k, v]                                                  |           20,971,520 |   -0.00100
     143   1 | 24 self_attn o                                                       |           62,914,560 |   -0.00023
     143   2 | 24 self_attn o                                                       |          125,829,120 |   -0.00007
     144   1 | 24 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00058
     144   2 | 24 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00050
     145   1 | 24 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00105
     145   2 | 24 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00106
     146   1 | 24 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00036
     146   2 | 24 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00047
     147   1 | 25 self_attn q                                                       |           62,914,560 |   +0.00065
     147   2 | 25 self_attn q                                                       |          125,829,120 |   +0.00064
     148   1 | 25 self_attn [k, v]                                                  |           10,485,760 |   +0.00041
     148   2 | 25 self_attn [k, v]                                                  |           20,971,520 |   +0.00035
     149   1 | 25 self_attn o                                                       |           62,914,560 |   -0.00089
     149   2 | 25 self_attn o                                                       |          125,829,120 |   -0.00086
     150   1 | 25 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00115
     150   2 | 25 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00084
     151   1 | 25 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00041
     151   2 | 25 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00066
     152   1 | 25 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00043
     152   2 | 25 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00060
     153   1 | 26 self_attn q                                                       |           62,914,560 |   -0.00035
     153   2 | 26 self_attn q                                                       |          125,829,120 |   -0.00033
     154   1 | 26 self_attn [k, v]                                                  |           10,485,760 |   +0.00018
     154   2 | 26 self_attn [k, v]                                                  |           20,971,520 |   -0.00017
     155   1 | 26 self_attn o                                                       |           62,914,560 |   -0.00035
     155   2 | 26 self_attn o                                                       |          125,829,120 |   -0.00106
     156   1 | 26 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00090
     156   2 | 26 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00073
     157   1 | 26 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00071
     157   2 | 26 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00085
     158   1 | 26 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00035
     158   2 | 26 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00044
     159   1 | 27 self_attn q                                                       |           62,914,560 |   -0.00028
     159   2 | 27 self_attn q                                                       |          125,829,120 |   -0.00024
     160   1 | 27 self_attn [k, v]                                                  |           10,485,760 |   -0.00073
     160   2 | 27 self_attn [k, v]                                                  |           20,971,520 |   -0.00092
     161   1 | 27 self_attn o                                                       |           62,914,560 |   -0.00115
     161   2 | 27 self_attn o                                                       |          125,829,120 |   -0.00110
     162   1 | 27 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00105
     162   2 | 27 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00132
     163   1 | 27 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00055
     163   2 | 27 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00056
     164   1 | 27 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00037
     164   2 | 27 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00052
     165   1 | 28 self_attn q                                                       |           62,914,560 |   -0.00011
     165   2 | 28 self_attn q                                                       |          125,829,120 |   -0.00024
     166   1 | 28 self_attn [k, v]                                                  |           10,485,760 |   +0.00080
     166   2 | 28 self_attn [k, v]                                                  |           20,971,520 |   +0.00048
     167   1 | 28 self_attn o                                                       |           62,914,560 |   -0.00065
     167   2 | 28 self_attn o                                                       |          125,829,120 |   -0.00095
     168   1 | 28 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00038
     168   2 | 28 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00026
     169   1 | 28 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00087
     169   2 | 28 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00083
     170   1 | 28 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00033
     170   2 | 28 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00047
     171   1 | 29 self_attn q                                                       |           62,914,560 |   -0.00006
     171   2 | 29 self_attn q                                                       |          125,829,120 |   +0.00003
     172   1 | 29 self_attn [k, v]                                                  |           10,485,760 |   -0.00055
     172   2 | 29 self_attn [k, v]                                                  |           20,971,520 |   -0.00008
     173   1 | 29 self_attn o                                                       |           62,914,560 |   -0.00040
     173   2 | 29 self_attn o                                                       |          125,829,120 |   -0.00062
     174   1 | 29 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00091
     174   2 | 29 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00076
     175   1 | 29 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00069
     175   2 | 29 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00057
     176   1 | 29 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00037
     176   2 | 29 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00047
     177   1 | 30 self_attn q                                                       |           62,914,560 |   -0.00054
     177   2 | 30 self_attn q                                                       |          125,829,120 |   -0.00042
     178   1 | 30 self_attn [k, v]                                                  |           10,485,760 |   +0.00031
     178   2 | 30 self_attn [k, v]                                                  |           20,971,520 |   +0.00004
     179   1 | 30 self_attn o                                                       |           62,914,560 |   +0.00012
     179   2 | 30 self_attn o                                                       |          125,829,120 |   +0.00010
     180   1 | 30 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00117
     180   2 | 30 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00137
     181   1 | 30 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00064
     181   2 | 30 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00072
     182   1 | 30 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00028
     182   2 | 30 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00029
     183   1 | 31 self_attn q                                                       |           62,914,560 |   +0.00057
     183   2 | 31 self_attn q                                                       |          125,829,120 |   +0.00081
     184   1 | 31 self_attn [k, v]                                                  |           10,485,760 |   +0.00164
     184   2 | 31 self_attn [k, v]                                                  |           20,971,520 |   +0.00088
     185   1 | 31 self_attn o                                                       |           62,914,560 |   -0.00012
     185   2 | 31 self_attn o                                                       |          125,829,120 |   -0.00022
     186   1 | 31 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00199
     186   2 | 31 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00063
     187   1 | 31 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00064
     187   2 | 31 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00092
     188   1 | 31 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00007
     188   2 | 31 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00040
     189   1 | 32 self_attn q                                                       |           62,914,560 |   +0.00057
     189   2 | 32 self_attn q                                                       |          125,829,120 |   +0.00062
     190   1 | 32 self_attn [k, v]                                                  |           10,485,760 |   -0.00001
     190   2 | 32 self_attn [k, v]                                                  |           20,971,520 |   +0.00041
     191   1 | 32 self_attn o                                                       |           62,914,560 |   -0.00070
     191   2 | 32 self_attn o                                                       |          125,829,120 |   -0.00018
     192   1 | 32 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00119
     192   2 | 32 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00164
     193   1 | 32 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00025
     193   2 | 32 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00038
     194   1 | 32 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00030
     194   2 | 32 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00044
     195   1 | 33 self_attn q                                                       |           62,914,560 |   -0.00042
     195   2 | 33 self_attn q                                                       |          125,829,120 |   -0.00040
     196   1 | 33 self_attn [k, v]                                                  |           10,485,760 |   -0.00040
     196   2 | 33 self_attn [k, v]                                                  |           20,971,520 |   -0.00042
     197   1 | 33 self_attn o                                                       |           62,914,560 |   +0.00082
     197   2 | 33 self_attn o                                                       |          125,829,120 |   +0.00038
     198   1 | 33 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00144
     198   2 | 33 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00200
     199   1 | 33 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   +0.00027
     199   2 | 33 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   +0.00013
     200   1 | 33 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00008
     200   2 | 33 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00025
     201   1 | 34 self_attn q                                                       |           62,914,560 |   +0.00033
     201   2 | 34 self_attn q                                                       |          125,829,120 |   +0.00000
     202   1 | 34 self_attn [k, v]                                                  |           10,485,760 |   +0.00022
     202   2 | 34 self_attn [k, v]                                                  |           20,971,520 |   -0.00011
     203   1 | 34 self_attn o                                                       |           62,914,560 |   -0.00080
     203   2 | 34 self_attn o                                                       |          125,829,120 |   -0.00064
     204   1 | 34 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00241
     204   2 | 34 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00285
     205   1 | 34 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00084
     205   2 | 34 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00105
     206   1 | 34 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00040
     206   2 | 34 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00041
     207   1 | 35 self_attn q                                                       |           62,914,560 |   -0.00040
     207   2 | 35 self_attn q                                                       |          125,829,120 |   -0.00061
     208   1 | 35 self_attn [k, v]                                                  |           10,485,760 |   -0.00090
     208   2 | 35 self_attn [k, v]                                                  |           20,971,520 |   -0.00092
     209   1 | 35 self_attn o                                                       |           62,914,560 |   -0.00054
     209   2 | 35 self_attn o                                                       |          125,829,120 |   -0.00082
     210   1 | 35 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00015
     210   2 | 35 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00016
     211   1 | 35 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00088
     211   2 | 35 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00108
     212   1 | 35 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00053
     212   2 | 35 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00071
     213   1 | 36 self_attn q                                                       |           62,914,560 |   +0.00103
     213   2 | 36 self_attn q                                                       |          125,829,120 |   +0.00090
     214   1 | 36 self_attn [k, v]                                                  |           10,485,760 |   -0.00008
     214   2 | 36 self_attn [k, v]                                                  |           20,971,520 |   -0.00176
     215   1 | 36 self_attn o                                                       |           62,914,560 |   -0.00210
     215   2 | 36 self_attn o                                                       |          125,829,120 |   -0.00219
     216   1 | 36 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00170
     216   2 | 36 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00136
     217   1 | 36 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00023
     217   2 | 36 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00053
     218   1 | 36 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00028
     218   2 | 36 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00036
     219   1 | 37 self_attn q                                                       |           62,914,560 |   -0.00078
     219   2 | 37 self_attn q                                                       |          125,829,120 |   -0.00057
     220   1 | 37 self_attn [k, v]                                                  |           10,485,760 |   +0.00030
     220   2 | 37 self_attn [k, v]                                                  |           20,971,520 |   -0.00025
     221   1 | 37 self_attn o                                                       |           62,914,560 |   -0.00185
     221   2 | 37 self_attn o                                                       |          125,829,120 |   -0.00134
     222   1 | 37 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00082
     222   2 | 37 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00095
     223   1 | 37 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00015
     223   2 | 37 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00024
     224   1 | 37 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00015
     224   2 | 37 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00018
     225   1 | 38 self_attn q                                                       |           62,914,560 |   -0.00100
     225   2 | 38 self_attn q                                                       |          125,829,120 |   -0.00120
     226   1 | 38 self_attn [k, v]                                                  |           10,485,760 |   -0.00007
     226   2 | 38 self_attn [k, v]                                                  |           20,971,520 |   -0.00013
     227   1 | 38 self_attn o                                                       |           62,914,560 |   -0.00007
     227   2 | 38 self_attn o                                                       |          125,829,120 |   -0.00017
     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 |   +0.00028
     229   1 | 38 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00040
     229   2 | 38 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00061
     230   1 | 38 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00028
     230   2 | 38 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00034
     231   1 | 39 self_attn q                                                       |           62,914,560 |   -0.00046
     231   2 | 39 self_attn q                                                       |          125,829,120 |   -0.00052
     232   1 | 39 self_attn [k, v]                                                  |           10,485,760 |   +0.00050
     232   2 | 39 self_attn [k, v]                                                  |           20,971,520 |   -0.00047
     233   1 | 39 self_attn o                                                       |           62,914,560 |   -0.00100
     233   2 | 39 self_attn o                                                       |          125,829,120 |   -0.00038
     234   1 | 39 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00087
     234   2 | 39 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00101
     235   1 | 39 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00045
     235   2 | 39 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00057
     236   1 | 39 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00013
     236   2 | 39 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00028
     237   1 | 40 self_attn q                                                       |           62,914,560 |   -0.00051
     237   2 | 40 self_attn q                                                       |          125,829,120 |   -0.00034
     238   1 | 40 self_attn [k, v]                                                  |           10,485,760 |   -0.00089
     238   2 | 40 self_attn [k, v]                                                  |           20,971,520 |   -0.00134
     239   1 | 40 self_attn o                                                       |           62,914,560 |   +0.00010
     239   2 | 40 self_attn o                                                       |          125,829,120 |   -0.00029
     240   1 | 40 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00051
     240   2 | 40 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00090
     241   1 | 40 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00055
     241   2 | 40 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00065
     242   1 | 40 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00036
     242   2 | 40 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00058
     243   1 | 41 self_attn q                                                       |           62,914,560 |   +0.00062
     243   2 | 41 self_attn q                                                       |          125,829,120 |   +0.00063
     244   1 | 41 self_attn [k, v]                                                  |           10,485,760 |   -0.00110
     244   2 | 41 self_attn [k, v]                                                  |           20,971,520 |   -0.00079
     245   1 | 41 self_attn o                                                       |           62,914,560 |   +0.00059
     245   2 | 41 self_attn o                                                       |          125,829,120 |   +0.00076
     246   1 | 41 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00056
     246   2 | 41 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00014
     247   1 | 41 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00074
     247   2 | 41 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00091
     248   1 | 41 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00021
     248   2 | 41 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00021
     249   1 | 42 self_attn q                                                       |           62,914,560 |   -0.00035
     249   2 | 42 self_attn q                                                       |          125,829,120 |   -0.00034
     250   1 | 42 self_attn [k, v]                                                  |           10,485,760 |   +0.00023
     250   2 | 42 self_attn [k, v]                                                  |           20,971,520 |   -0.00048
     251   1 | 42 self_attn o                                                       |           62,914,560 |   -0.00097
     251   2 | 42 self_attn o                                                       |          125,829,120 |   -0.00076
     252   1 | 42 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00072
     252   2 | 42 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00079
     253   1 | 42 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00038
     253   2 | 42 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00035
     254   1 | 42 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00016
     254   2 | 42 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00028
     255   1 | 43 self_attn q                                                       |           62,914,560 |   -0.00023
     255   2 | 43 self_attn q                                                       |          125,829,120 |   -0.00029
     256   1 | 43 self_attn [k, v]                                                  |           10,485,760 |   -0.00082
     256   2 | 43 self_attn [k, v]                                                  |           20,971,520 |   -0.00066
     257   1 | 43 self_attn o                                                       |           62,914,560 |   -0.00034
     257   2 | 43 self_attn o                                                       |          125,829,120 |   -0.00058
     258   1 | 43 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00005
     258   2 | 43 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00000
     259   1 | 43 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00054
     259   2 | 43 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00059
     260   1 | 43 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00045
     260   2 | 43 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00039
     261   1 | 44 self_attn q                                                       |           62,914,560 |   -0.00056
     261   2 | 44 self_attn q                                                       |          125,829,120 |   -0.00037
     262   1 | 44 self_attn [k, v]                                                  |           10,485,760 |   +0.00008
     262   2 | 44 self_attn [k, v]                                                  |           20,971,520 |   +0.00049
     263   1 | 44 self_attn o                                                       |           62,914,560 |   -0.00041
     263   2 | 44 self_attn o                                                       |          125,829,120 |   -0.00079
     264   1 | 44 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00005
     264   2 | 44 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00016
     265   1 | 44 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00030
     265   2 | 44 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00033
     266   1 | 44 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00033
     266   2 | 44 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00030
     267   1 | 45 self_attn q                                                       |           62,914,560 |   -0.00047
     267   2 | 45 self_attn q                                                       |          125,829,120 |   -0.00035
     268   1 | 45 self_attn [k, v]                                                  |           10,485,760 |   -0.00117
     268   2 | 45 self_attn [k, v]                                                  |           20,971,520 |   -0.00121
     269   1 | 45 self_attn o                                                       |           62,914,560 |   -0.00021
     269   2 | 45 self_attn o                                                       |          125,829,120 |   -0.00019
     270   1 | 45 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00032
     270   2 | 45 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00030
     271   1 | 45 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00049
     271   2 | 45 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00046
     272   1 | 45 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00016
     272   2 | 45 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00023
     273   1 | 46 self_attn q                                                       |           62,914,560 |   -0.00018
     273   2 | 46 self_attn q                                                       |          125,829,120 |   -0.00060
     274   1 | 46 self_attn [k, v]                                                  |           10,485,760 |   -0.00030
     274   2 | 46 self_attn [k, v]                                                  |           20,971,520 |   -0.00036
     275   1 | 46 self_attn o                                                       |           62,914,560 |   -0.00001
     275   2 | 46 self_attn o                                                       |          125,829,120 |   -0.00011
     276   1 | 46 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00001
     276   2 | 46 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00012
     277   1 | 46 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00002
     277   2 | 46 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00013
     278   1 | 46 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00030
     278   2 | 46 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00033
     279   1 | 47 self_attn q                                                       |           62,914,560 |   -0.00030
     279   2 | 47 self_attn q                                                       |          125,829,120 |   -0.00023
     280   1 | 47 self_attn [k, v]                                                  |           10,485,760 |   -0.00078
     280   2 | 47 self_attn [k, v]                                                  |           20,971,520 |   -0.00070
     281   1 | 47 self_attn o                                                       |           62,914,560 |   -0.00022
     281   2 | 47 self_attn o                                                       |          125,829,120 |   -0.00030
     282   1 | 47 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00021
     282   2 | 47 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00015
     283   1 | 47 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00024
     283   2 | 47 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00024
     284   1 | 47 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00016
     284   2 | 47 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00019
     285   1 | 48 self_attn q                                                       |           62,914,560 |   +0.00035
     285   2 | 48 self_attn q                                                       |          125,829,120 |   +0.00008
     286   1 | 48 self_attn [k, v]                                                  |           10,485,760 |   -0.00085
     286   2 | 48 self_attn [k, v]                                                  |           20,971,520 |   -0.00128
     287   1 | 48 self_attn o                                                       |           62,914,560 |   -0.00057
     287   2 | 48 self_attn o                                                       |          125,829,120 |   -0.00058
     288   1 | 48 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00055
     288   2 | 48 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00034
     289   1 | 48 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00039
     289   2 | 48 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00039
     290   1 | 48 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00025
     290   2 | 48 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00027
     291   1 | 49 self_attn q                                                       |           62,914,560 |   -0.00038
     291   2 | 49 self_attn q                                                       |          125,829,120 |   -0.00033
     292   1 | 49 self_attn [k, v]                                                  |           10,485,760 |   +0.00027
     292   2 | 49 self_attn [k, v]                                                  |           20,971,520 |   +0.00019
     293   1 | 49 self_attn o                                                       |           62,914,560 |   -0.00006
     293   2 | 49 self_attn o                                                       |          125,829,120 |   +0.00005
     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 |   -0.00022
     295   1 | 49 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00031
     295   2 | 49 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00033
     296   1 | 49 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00020
     296   2 | 49 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00021
     297   1 | 50 self_attn q                                                       |           62,914,560 |   -0.00012
     297   2 | 50 self_attn q                                                       |          125,829,120 |   -0.00005
     298   1 | 50 self_attn [k, v]                                                  |           10,485,760 |   +0.00018
     298   2 | 50 self_attn [k, v]                                                  |           20,971,520 |   -0.00010
     299   1 | 50 self_attn o                                                       |           62,914,560 |   -0.00006
     299   2 | 50 self_attn o                                                       |          125,829,120 |   -0.00020
     300   1 | 50 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00003
     300   2 | 50 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00011
     301   1 | 50 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00025
     301   2 | 50 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00024
     302   1 | 50 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00016
     302   2 | 50 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00016
     303   1 | 51 self_attn q                                                       |           62,914,560 |   -0.00014
     303   2 | 51 self_attn q                                                       |          125,829,120 |   -0.00012
     304   1 | 51 self_attn [k, v]                                                  |           10,485,760 |   -0.00033
     304   2 | 51 self_attn [k, v]                                                  |           20,971,520 |   -0.00033
     305   1 | 51 self_attn o                                                       |           62,914,560 |   -0.00015
     305   2 | 51 self_attn o                                                       |          125,829,120 |   +0.00000
     306   1 | 51 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00016
     306   2 | 51 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00031
     307   1 | 51 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00024
     307   2 | 51 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00027
     308   1 | 51 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00026
     308   2 | 51 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00021
     309   1 | 52 self_attn q                                                       |           62,914,560 |   +0.00001
     309   2 | 52 self_attn q                                                       |          125,829,120 |   +0.00010
     310   1 | 52 self_attn [k, v]                                                  |           10,485,760 |   -0.00075
     310   2 | 52 self_attn [k, v]                                                  |           20,971,520 |   -0.00049
     311   1 | 52 self_attn o                                                       |           62,914,560 |   -0.00009
     311   2 | 52 self_attn o                                                       |          125,829,120 |   -0.00008
     312   1 | 52 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00026
     312   2 | 52 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00021
     313   1 | 52 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00019
     313   2 | 52 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00025
     314   1 | 52 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00024
     314   2 | 52 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00025
     315   1 | 53 self_attn q                                                       |           62,914,560 |   -0.00007
     315   2 | 53 self_attn q                                                       |          125,829,120 |   -0.00017
     316   1 | 53 self_attn [k, v]                                                  |           10,485,760 |   -0.00069
     316   2 | 53 self_attn [k, v]                                                  |           20,971,520 |   -0.00067
     317   1 | 53 self_attn o                                                       |           62,914,560 |   +0.00003
     317   2 | 53 self_attn o                                                       |          125,829,120 |   +0.00002
     318   1 | 53 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00047
     318   2 | 53 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00030
     319   1 | 53 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00013
     319   2 | 53 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00021
     320   1 | 53 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00016
     320   2 | 53 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00018
     321   1 | 54 self_attn q                                                       |           62,914,560 |   +0.00008
     321   2 | 54 self_attn q                                                       |          125,829,120 |   +0.00002
     322   1 | 54 self_attn [k, v]                                                  |           10,485,760 |   +0.00048
     322   2 | 54 self_attn [k, v]                                                  |           20,971,520 |   +0.00017
     323   1 | 54 self_attn o                                                       |           62,914,560 |   -0.00054
     323   2 | 54 self_attn o                                                       |          125,829,120 |   -0.00040
     324   1 | 54 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00011
     324   2 | 54 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00006
     325   1 | 54 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00014
     325   2 | 54 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00015
     326   1 | 54 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00009
     326   2 | 54 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00006
     327   1 | 55 self_attn q                                                       |           62,914,560 |   -0.00018
     327   2 | 55 self_attn q                                                       |          125,829,120 |   -0.00009
     328   1 | 55 self_attn [k, v]                                                  |           10,485,760 |   -0.00012
     328   2 | 55 self_attn [k, v]                                                  |           20,971,520 |   +0.00007
     329   1 | 55 self_attn o                                                       |           62,914,560 |   -0.00044
     329   2 | 55 self_attn o                                                       |          125,829,120 |   -0.00046
     330   1 | 55 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00019
     330   2 | 55 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00028
     331   1 | 55 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00014
     331   2 | 55 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00018
     332   1 | 55 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00003
     332   2 | 55 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00011
     333   1 | 56 self_attn q                                                       |           62,914,560 |   +0.00030
     333   2 | 56 self_attn q                                                       |          125,829,120 |   +0.00025
     334   1 | 56 self_attn [k, v]                                                  |           10,485,760 |   -0.00004
     334   2 | 56 self_attn [k, v]                                                  |           20,971,520 |   +0.00010
     335   1 | 56 self_attn o                                                       |           62,914,560 |   +0.00005
     335   2 | 56 self_attn o                                                       |          125,829,120 |   +0.00013
     336   1 | 56 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00020
     336   2 | 56 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00013
     337   1 | 56 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00017
     337   2 | 56 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00018
     338   1 | 56 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00015
     338   2 | 56 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00018
     339   1 | 57 self_attn q                                                       |           62,914,560 |   -0.00017
     339   2 | 57 self_attn q                                                       |          125,829,120 |   -0.00020
     340   1 | 57 self_attn [k, v]                                                  |           10,485,760 |   +0.00007
     340   2 | 57 self_attn [k, v]                                                  |           20,971,520 |   +0.00004
     341   1 | 57 self_attn o                                                       |           62,914,560 |   -0.00016
     341   2 | 57 self_attn o                                                       |          125,829,120 |   -0.00005
     342   1 | 57 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00018
     342   2 | 57 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00032
     343   1 | 57 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00018
     343   2 | 57 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00015
     344   1 | 57 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00001
     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 |   +0.00013
     345   2 | 58 self_attn q                                                       |          125,829,120 |   +0.00023
     346   1 | 58 self_attn [k, v]                                                  |           10,485,760 |   -0.00017
     346   2 | 58 self_attn [k, v]                                                  |           20,971,520 |   -0.00011
     347   1 | 58 self_attn o                                                       |           62,914,560 |   +0.00002
     347   2 | 58 self_attn o                                                       |          125,829,120 |   +0.00002
     348   1 | 58 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00021
     348   2 | 58 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00005
     349   1 | 58 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00025
     349   2 | 58 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00023
     350   1 | 58 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00024
     350   2 | 58 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00020
     351   1 | 59 self_attn q                                                       |           62,914,560 |   -0.00017
     351   2 | 59 self_attn q                                                       |          125,829,120 |   -0.00017
     352   1 | 59 self_attn [k, v]                                                  |           10,485,760 |   -0.00011
     352   2 | 59 self_attn [k, v]                                                  |           20,971,520 |   -0.00027
     353   1 | 59 self_attn o                                                       |           62,914,560 |   +0.00001
     353   2 | 59 self_attn o                                                       |          125,829,120 |   +0.00009
     354   1 | 59 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00018
     354   2 | 59 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00032
     355   1 | 59 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00011
     355   2 | 59 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00010
     356   1 | 59 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   +0.00015
     356   2 | 59 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   +0.00011
     357   1 | 60 self_attn q                                                       |           62,914,560 |   +0.00002
     357   2 | 60 self_attn q                                                       |          125,829,120 |   -0.00008
     358   1 | 60 self_attn [k, v]                                                  |           10,485,760 |   -0.00019
     358   2 | 60 self_attn [k, v]                                                  |           20,971,520 |   -0.00029
     359   1 | 60 self_attn o                                                       |           62,914,560 |   -0.00003
     359   2 | 60 self_attn o                                                       |          125,829,120 |   -0.00002
     360   1 | 60 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00029
     360   2 | 60 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00039
     361   1 | 60 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00018
     361   2 | 60 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00020
     362   1 | 60 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00006
     362   2 | 60 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00014
     363   1 | 61 self_attn q                                                       |           62,914,560 |   -0.00022
     363   2 | 61 self_attn q                                                       |          125,829,120 |   -0.00023
     364   1 | 61 self_attn [k, v]                                                  |           10,485,760 |   -0.00025
     364   2 | 61 self_attn [k, v]                                                  |           20,971,520 |   -0.00026
     365   1 | 61 self_attn o                                                       |           62,914,560 |   -0.00017
     365   2 | 61 self_attn o                                                       |          125,829,120 |   -0.00021
     366   1 | 61 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00012
     366   2 | 61 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00010
     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 |   -0.00009
     368   1 | 61 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00008
     368   2 | 61 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00004
     369   1 | 62 self_attn q                                                       |           62,914,560 |   -0.00008
     369   2 | 62 self_attn q                                                       |          125,829,120 |   -0.00001
     370   1 | 62 self_attn [k, v]                                                  |           10,485,760 |   -0.00008
     370   2 | 62 self_attn [k, v]                                                  |           20,971,520 |   -0.00014
     371   1 | 62 self_attn o                                                       |           62,914,560 |   -0.00012
     371   2 | 62 self_attn o                                                       |          125,829,120 |   -0.00009
     372   1 | 62 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00006
     372   2 | 62 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00005
     373   1 | 62 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00009
     373   2 | 62 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00019
     374   1 | 62 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00018
     374   2 | 62 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00019
     375   1 | 63 self_attn q                                                       |           62,914,560 |   +0.00009
     375   2 | 63 self_attn q                                                       |          125,829,120 |   -0.00000
     376   1 | 63 self_attn [k, v]                                                  |           10,485,760 |   -0.00013
     376   2 | 63 self_attn [k, v]                                                  |           20,971,520 |   -0.00010
     377   1 | 63 self_attn o                                                       |           62,914,560 |   -0.00003
     377   2 | 63 self_attn o                                                       |          125,829,120 |   -0.00005
     378   1 | 63 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00003
     378   2 | 63 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00003
     379   1 | 63 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   +0.00004
     379   2 | 63 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00003
     380   1 | 63 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00008
     380   2 | 63 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00006
     381   1 | 64 self_attn q                                                       |           62,914,560 |   -0.00011
     381   2 | 64 self_attn q                                                       |          125,829,120 |   -0.00006
     382   1 | 64 self_attn [k, v]                                                  |           10,485,760 |   -0.00028
     382   2 | 64 self_attn [k, v]                                                  |           20,971,520 |   -0.00021
     383   1 | 64 self_attn o                                                       |           62,914,560 |   -0.00011
     383   2 | 64 self_attn o                                                       |          125,829,120 |   -0.00008
     384   1 | 64 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00008
     384   2 | 64 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00005
     385   1 | 64 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00010
     385   2 | 64 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00014
     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 |   -0.00010
     387   1 | 65 self_attn q                                                       |           62,914,560 |   -0.00006
     387   2 | 65 self_attn q                                                       |          125,829,120 |   +0.00001
     388   1 | 65 self_attn [k, v]                                                  |           10,485,760 |   -0.00026
     388   2 | 65 self_attn [k, v]                                                  |           20,971,520 |   -0.00039
     389   1 | 65 self_attn o                                                       |           62,914,560 |   -0.00008
     389   2 | 65 self_attn o                                                       |          125,829,120 |   -0.00009
     390   1 | 65 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00023
     390   2 | 65 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00023
     391   1 | 65 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00001
     391   2 | 65 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00007
     392   1 | 65 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00011
     392   2 | 65 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00009
     393   1 | 66 self_attn q                                                       |           62,914,560 |   -0.00060
     393   2 | 66 self_attn q                                                       |          125,829,120 |   -0.00062
     394   1 | 66 self_attn [k, v]                                                  |           10,485,760 |   +0.00028
     394   2 | 66 self_attn [k, v]                                                  |           20,971,520 |   +0.00035
     395   1 | 66 self_attn o                                                       |           62,914,560 |   -0.00016
     395   2 | 66 self_attn o                                                       |          125,829,120 |   -0.00019
     396   1 | 66 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00012
     396   2 | 66 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00019
     397   1 | 66 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00022
     397   2 | 66 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00020
     398   1 | 66 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00021
     398   2 | 66 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00024
     399   1 | 67 self_attn q                                                       |           62,914,560 |   -0.00002
     399   2 | 67 self_attn q                                                       |          125,829,120 |   -0.00006
     400   1 | 67 self_attn [k, v]                                                  |           10,485,760 |   -0.00028
     400   2 | 67 self_attn [k, v]                                                  |           20,971,520 |   -0.00019
     401   1 | 67 self_attn o                                                       |           62,914,560 |   -0.00011
     401   2 | 67 self_attn o                                                       |          125,829,120 |   -0.00009
     402   1 | 67 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00001
     402   2 | 67 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00008
     403   1 | 67 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   +0.00004
     403   2 | 67 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00005
     404   1 | 67 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00026
     404   2 | 67 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00022
     405   1 | 68 self_attn q                                                       |           62,914,560 |   -0.00009
     405   2 | 68 self_attn q                                                       |          125,829,120 |   -0.00021
     406   1 | 68 self_attn [k, v]                                                  |           10,485,760 |   -0.00031
     406   2 | 68 self_attn [k, v]                                                  |           20,971,520 |   -0.00011
     407   1 | 68 self_attn o                                                       |           62,914,560 |   -0.00022
     407   2 | 68 self_attn o                                                       |          125,829,120 |   -0.00023
     408   1 | 68 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00007
     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 |   -0.00006
     409   2 | 68 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00013
     410   1 | 68 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00018
     410   2 | 68 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00031
     411   1 | 69 self_attn q                                                       |           62,914,560 |   -0.00007
     411   2 | 69 self_attn q                                                       |          125,829,120 |   -0.00011
     412   1 | 69 self_attn [k, v]                                                  |           10,485,760 |   -0.00018
     412   2 | 69 self_attn [k, v]                                                  |           20,971,520 |   -0.00033
     413   1 | 69 self_attn o                                                       |           62,914,560 |   -0.00012
     413   2 | 69 self_attn o                                                       |          125,829,120 |   -0.00011
     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 |   -0.00008
     415   1 | 69 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00025
     415   2 | 69 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00030
     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 |   -0.00006
     417   1 | 70 self_attn q                                                       |           62,914,560 |   +0.00002
     417   2 | 70 self_attn q                                                       |          125,829,120 |   +0.00003
     418   1 | 70 self_attn [k, v]                                                  |           10,485,760 |   -0.00014
     418   2 | 70 self_attn [k, v]                                                  |           20,971,520 |   -0.00011
     419   1 | 70 self_attn o                                                       |           62,914,560 |   -0.00001
     419   2 | 70 self_attn o                                                       |          125,829,120 |   -0.00003
     420   1 | 70 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00035
     420   2 | 70 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00026
     421   1 | 70 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00008
     421   2 | 70 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00010
     422   1 | 70 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00003
     422   2 | 70 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00008
     423   1 | 71 self_attn q                                                       |           62,914,560 |   -0.00000
     423   2 | 71 self_attn q                                                       |          125,829,120 |   +0.00009
     424   1 | 71 self_attn [k, v]                                                  |           10,485,760 |   -0.00033
     424   2 | 71 self_attn [k, v]                                                  |           20,971,520 |   -0.00033
     425   1 | 71 self_attn o                                                       |           62,914,560 |   -0.00023
     425   2 | 71 self_attn o                                                       |          125,829,120 |   -0.00036
     426   1 | 71 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00057
     426   2 | 71 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00040
     427   1 | 71 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00038
     427   2 | 71 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00045
     428   1 | 71 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00017
     428   2 | 71 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00014
     429   1 | 72 self_attn q                                                       |           62,914,560 |   -0.00014
     429   2 | 72 self_attn q                                                       |          125,829,120 |   -0.00011
     430   1 | 72 self_attn [k, v]                                                  |           10,485,760 |   -0.00007
     430   2 | 72 self_attn [k, v]                                                  |           20,971,520 |   -0.00003
     431   1 | 72 self_attn o                                                       |           62,914,560 |   +0.00005
     431   2 | 72 self_attn o                                                       |          125,829,120 |   -0.00009
     432   1 | 72 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00032
     432   2 | 72 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00051
     433   1 | 72 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   +0.00021
     433   2 | 72 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   +0.00013
     434   1 | 72 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00018
     434   2 | 72 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00022
     435   1 | 73 self_attn q                                                       |           62,914,560 |   -0.00007
     435   2 | 73 self_attn q                                                       |          125,829,120 |   -0.00014
     436   1 | 73 self_attn [k, v]                                                  |           10,485,760 |   -0.00005
     436   2 | 73 self_attn [k, v]                                                  |           20,971,520 |   +0.00005
     437   1 | 73 self_attn o                                                       |           62,914,560 |   -0.00025
     437   2 | 73 self_attn o                                                       |          125,829,120 |   -0.00022
     438   1 | 73 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00019
     438   2 | 73 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00029
     439   1 | 73 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00021
     439   2 | 73 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00017
     440   1 | 73 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00012
     440   2 | 73 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00015
     441   1 | 74 self_attn q                                                       |           62,914,560 |   -0.00006
     441   2 | 74 self_attn q                                                       |          125,829,120 |   -0.00002
     442   1 | 74 self_attn [k, v]                                                  |           10,485,760 |   -0.00009
     442   2 | 74 self_attn [k, v]                                                  |           20,971,520 |   -0.00012
     443   1 | 74 self_attn o                                                       |           62,914,560 |   -0.00001
     443   2 | 74 self_attn o                                                       |          125,829,120 |   +0.00004
     444   1 | 74 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00019
     444   2 | 74 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00010
     445   1 | 74 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00014
     445   2 | 74 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00017
     446   1 | 74 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00013
     446   2 | 74 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00016
     447   1 | 75 self_attn q                                                       |           62,914,560 |   +0.00004
     447   2 | 75 self_attn q                                                       |          125,829,120 |   -0.00002
     448   1 | 75 self_attn [k, v]                                                  |           10,485,760 |   -0.00007
     448   2 | 75 self_attn [k, v]                                                  |           20,971,520 |   -0.00005
     449   1 | 75 self_attn o                                                       |           62,914,560 |   -0.00022
     449   2 | 75 self_attn o                                                       |          125,829,120 |   -0.00012
     450   1 | 75 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00002
     450   2 | 75 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00002
     451   1 | 75 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00025
     451   2 | 75 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00035
     452   1 | 75 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00014
     452   2 | 75 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00015
     453   1 | 76 self_attn q                                                       |           62,914,560 |   +0.00013
     453   2 | 76 self_attn q                                                       |          125,829,120 |   -0.00011
     454   1 | 76 self_attn [k, v]                                                  |           10,485,760 |   -0.00016
     454   2 | 76 self_attn [k, v]                                                  |           20,971,520 |   -0.00029
     455   1 | 76 self_attn o                                                       |           62,914,560 |   +0.00001
     455   2 | 76 self_attn o                                                       |          125,829,120 |   -0.00010
     456   1 | 76 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00002
     456   2 | 76 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00006
     457   1 | 76 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   +0.00023
     457   2 | 76 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   +0.00024
     458   1 | 76 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00006
     458   2 | 76 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00010
     459   1 | 77 self_attn q                                                       |           62,914,560 |   -0.00028
     459   2 | 77 self_attn q                                                       |          125,829,120 |   -0.00037
     460   1 | 77 self_attn [k, v]                                                  |           10,485,760 |   -0.00024
     460   2 | 77 self_attn [k, v]                                                  |           20,971,520 |   -0.00056
     461   1 | 77 self_attn o                                                       |           62,914,560 |   -0.00006
     461   2 | 77 self_attn o                                                       |          125,829,120 |   -0.00013
     462   1 | 77 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00020
     462   2 | 77 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00024
     463   1 | 77 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00030
     463   2 | 77 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00038
     464   1 | 77 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00002
     464   2 | 77 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00005
     465   1 | 78 self_attn q                                                       |           62,914,560 |   -0.00010
     465   2 | 78 self_attn q                                                       |          125,829,120 |   -0.00001
     466   1 | 78 self_attn [k, v]                                                  |           10,485,760 |   -0.00040
     466   2 | 78 self_attn [k, v]                                                  |           20,971,520 |   -0.00047
     467   1 | 78 self_attn o                                                       |           62,914,560 |   -0.00016
     467   2 | 78 self_attn o                                                       |          125,829,120 |   -0.00015
     468   1 | 78 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00010
     468   2 | 78 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00015
     469   1 | 78 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00011
     469   2 | 78 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00007
     470   1 | 78 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00008
     470   2 | 78 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00010
     471   1 | 79 self_attn q                                                       |           62,914,560 |   -0.00027
     471   2 | 79 self_attn q                                                       |          125,829,120 |   -0.00028
     472   1 | 79 self_attn [k, v]                                                  |           10,485,760 |   -0.00052
     472   2 | 79 self_attn [k, v]                                                  |           20,971,520 |   -0.00096
     473   1 | 79 self_attn o                                                       |           62,914,560 |   -0.00037
     473   2 | 79 self_attn o                                                       |          125,829,120 |   -0.00035
     474   1 | 79 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00067
     474   2 | 79 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00070
     475   1 | 79 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00024
     475   2 | 79 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00040
     476   1 | 79 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00014
     476   2 | 79 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00010
     477   1 | 80 self_attn q                                                       |           62,914,560 |   +0.00083
     477   2 | 80 self_attn q                                                       |          125,829,120 |   +0.00137
     478   1 | 80 self_attn [k, v]                                                  |           10,485,760 |   -0.00136
     478   2 | 80 self_attn [k, v]                                                  |           20,971,520 |   -0.00107
     479   1 | 80 self_attn o                                                       |           62,914,560 |   -0.00045
     479   2 | 80 self_attn o                                                       |          125,829,120 |   -0.00038
     480   1 | 80 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00020
     480   2 | 80 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00046
     481   1 | 80 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00010
     481   2 | 80 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00008
     482   1 | 80 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00015
     482   2 | 80 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00013
     483   1 | 81 self_attn q                                                       |           62,914,560 |   -0.00027
     483   2 | 81 self_attn q                                                       |          125,829,120 |   -0.00009
     484   1 | 81 self_attn [k, v]                                                  |           10,485,760 |   -0.00097
     484   2 | 81 self_attn [k, v]                                                  |           20,971,520 |   -0.00104
     485   1 | 81 self_attn o                                                       |           62,914,560 |   -0.00048
     485   2 | 81 self_attn o                                                       |          125,829,120 |   -0.00047
     486   1 | 81 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00020
     486   2 | 81 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00037
     487   1 | 81 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00015
     487   2 | 81 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00016
     488   1 | 81 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00005
     488   2 | 81 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00010
     489   1 | 82 self_attn q                                                       |           62,914,560 |   -0.00014
     489   2 | 82 self_attn q                                                       |          125,829,120 |   -0.00028
     490   1 | 82 self_attn [k, v]                                                  |           10,485,760 |   -0.00009
     490   2 | 82 self_attn [k, v]                                                  |           20,971,520 |   -0.00017
     491   1 | 82 self_attn o                                                       |           62,914,560 |   -0.00001
     491   2 | 82 self_attn o                                                       |          125,829,120 |   -0.00023
     492   1 | 82 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00022
     492   2 | 82 mlp shared_experts [gate, up, down]                               |           47,185,920 |   +0.00029
     493   1 | 82 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00028
     493   2 | 82 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00029
     494   1 | 82 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00016
     494   2 | 82 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00018
     495   1 | 83 self_attn q                                                       |           62,914,560 |   -0.00019
     495   2 | 83 self_attn q                                                       |          125,829,120 |   -0.00016
     496   1 | 83 self_attn [k, v]                                                  |           10,485,760 |   -0.00068
     496   2 | 83 self_attn [k, v]                                                  |           20,971,520 |   -0.00093
     497   1 | 83 self_attn o                                                       |           62,914,560 |   +0.00012
     497   2 | 83 self_attn o                                                       |          125,829,120 |   -0.00005
     498   1 | 83 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00015
     498   2 | 83 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00023
     499   1 | 83 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00020
     499   2 | 83 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00019
     500   1 | 83 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00006
     500   2 | 83 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00012
     501   1 | 84 self_attn q                                                       |           62,914,560 |   +0.00005
     501   2 | 84 self_attn q                                                       |          125,829,120 |   -0.00014
     502   1 | 84 self_attn [k, v]                                                  |           10,485,760 |   +0.00036
     502   2 | 84 self_attn [k, v]                                                  |           20,971,520 |   -0.00004
     503   1 | 84 self_attn o                                                       |           62,914,560 |   -0.00030
     503   2 | 84 self_attn o                                                       |          125,829,120 |   -0.00008
     504   1 | 84 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00060
     504   2 | 84 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00033
     505   1 | 84 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00017
     505   2 | 84 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00018
     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 |   -0.00003
     507   1 | 85 self_attn q                                                       |           62,914,560 |   -0.00047
     507   2 | 85 self_attn q                                                       |          125,829,120 |   -0.00052
     508   1 | 85 self_attn [k, v]                                                  |           10,485,760 |   -0.00065
     508   2 | 85 self_attn [k, v]                                                  |           20,971,520 |   -0.00086
     509   1 | 85 self_attn o                                                       |           62,914,560 |   -0.00049
     509   2 | 85 self_attn o                                                       |          125,829,120 |   -0.00066
     510   1 | 85 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00024
     510   2 | 85 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00011
     511   1 | 85 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   +0.00007
     511   2 | 85 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   +0.00024
     512   1 | 85 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00007
     512   2 | 85 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00005
     513   1 | 86 self_attn q                                                       |           62,914,560 |   -0.00049
     513   2 | 86 self_attn q                                                       |          125,829,120 |   -0.00040
     514   1 | 86 self_attn [k, v]                                                  |           10,485,760 |   +0.00003
     514   2 | 86 self_attn [k, v]                                                  |           20,971,520 |   -0.00036
     515   1 | 86 self_attn o                                                       |           62,914,560 |   +0.00016
     515   2 | 86 self_attn o                                                       |          125,829,120 |   -0.00005
     516   1 | 86 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00057
     516   2 | 86 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00053
     517   1 | 86 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00012
     517   2 | 86 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00022
     518   1 | 86 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00005
     518   2 | 86 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00006
     519   1 | 87 self_attn q                                                       |           62,914,560 |   +0.00022
     519   2 | 87 self_attn q                                                       |          125,829,120 |   +0.00020
     520   1 | 87 self_attn [k, v]                                                  |           10,485,760 |   +0.00041
     520   2 | 87 self_attn [k, v]                                                  |           20,971,520 |   +0.00044
     521   1 | 87 self_attn o                                                       |           62,914,560 |   -0.00050
     521   2 | 87 self_attn o                                                       |          125,829,120 |   -0.00042
     522   1 | 87 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00026
     522   2 | 87 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00033
     523   1 | 87 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00008
     523   2 | 87 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00010
     524   1 | 87 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00010
     524   2 | 87 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00011
     525   1 | 88 self_attn q                                                       |           62,914,560 |   -0.00005
     525   2 | 88 self_attn q                                                       |          125,829,120 |   -0.00007
     526   1 | 88 self_attn [k, v]                                                  |           10,485,760 |   -0.00073
     526   2 | 88 self_attn [k, v]                                                  |           20,971,520 |   -0.00051
     527   1 | 88 self_attn o                                                       |           62,914,560 |   -0.00012
     527   2 | 88 self_attn o                                                       |          125,829,120 |   -0.00019
     528   1 | 88 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00008
     528   2 | 88 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00018
     529   1 | 88 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00011
     529   2 | 88 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00014
     530   1 | 88 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00009
     530   2 | 88 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00011
     531   1 | 89 self_attn q                                                       |           62,914,560 |   -0.00017
     531   2 | 89 self_attn q                                                       |          125,829,120 |   -0.00023
     532   1 | 89 self_attn [k, v]                                                  |           10,485,760 |   -0.00054
     532   2 | 89 self_attn [k, v]                                                  |           20,971,520 |   -0.00070
     533   1 | 89 self_attn o                                                       |           62,914,560 |   -0.00029
     533   2 | 89 self_attn o                                                       |          125,829,120 |   -0.00023
     534   1 | 89 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00016
     534   2 | 89 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00030
     535   1 | 89 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00012
     535   2 | 89 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00008
     536   1 | 89 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00005
     536   2 | 89 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00005
     537   1 | 90 self_attn q                                                       |           62,914,560 |   -0.00019
     537   2 | 90 self_attn q                                                       |          125,829,120 |   -0.00024
     538   1 | 90 self_attn [k, v]                                                  |           10,485,760 |   -0.00017
     538   2 | 90 self_attn [k, v]                                                  |           20,971,520 |   -0.00028
     539   1 | 90 self_attn o                                                       |           62,914,560 |   -0.00009
     539   2 | 90 self_attn o                                                       |          125,829,120 |   -0.00009
     540   1 | 90 mlp shared_experts [gate, up, down]                               |           23,592,960 |   -0.00062
     540   2 | 90 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00064
     541   1 | 90 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00012
     541   2 | 90 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00007
     542   1 | 90 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00010
     542   2 | 90 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00010
     543   1 | 91 self_attn q                                                       |           62,914,560 |   -0.00020
     543   2 | 91 self_attn q                                                       |          125,829,120 |   -0.00004
     544   1 | 91 self_attn [k, v]                                                  |           10,485,760 |   -0.00072
     544   2 | 91 self_attn [k, v]                                                  |           20,971,520 |   -0.00106
     545   1 | 91 self_attn o                                                       |           62,914,560 |   -0.00016
     545   2 | 91 self_attn o                                                       |          125,829,120 |   -0.00034
     546   1 | 91 mlp shared_experts [gate, up, down]                               |           23,592,960 |   +0.00076
     546   2 | 91 mlp shared_experts [gate, up, down]                               |           47,185,920 |   -0.00006
     547   1 | 91 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        2,516,582,400 |   -0.00008
     547   2 | 91 mlp experts [0 [gate, up], 1 [gate, up], 2 [gate, up], 3 [gate... |        5,033,164,800 |   -0.00008
     548   1 | 91 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        1,258,291,200 |   -0.00004
     548   2 | 91 mlp experts [0 down, 1 down, 2 down, 3 down, 4 down, 5 down, 6... |        2,516,582,400 |   -0.00003