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Generation Speed Benchmark

Speed

Model Workload Batch Max new Samples Status Prompt bytes Prefill ms/chunk Prefill bytes/s Prefill units/s Decode ms/chunk Decode bytes/s Decode units/s Total bytes/s Speedup vs B=1 Peak VRAM MB
bolmo code/1024B 1 64 384 ok 472.1 68.8 6866.1 6880.6 4836.2 110.4 110.4 100.4 1.0 2938.8
bolmo code/1024B 1 128 384 ok 472.1 44.8 10547.7 10570.1 5402.8 110.6 110.6 101.0 1.0 2938.8
bolmo code/1024B 2 64 384 ok 472.1 144.4 6539.5 6553.4 8605.5 146.7 146.7 129.5 1.29 3027.4
bolmo code/1024B 2 128 384 ok 472.1 47.3 19952.9 19995.1 9472.7 146.7 146.7 130.8 1.29 3027.4
bolmo code/1024B 4 64 384 ok 472.1 188.2 10030.6 10051.9 13762.9 213.0 213.0 178.3 1.78 3229.9
bolmo code/1024B 4 128 384 ok 472.1 51.5 36681.4 36759.1 14978.1 212.1 212.1 178.8 1.77 3229.9
bolmo code/1024B 8 64 384 ok 472.1 387.7 9741.6 9762.2 20813.7 319.9 319.9 238.0 2.37 3616.3
bolmo code/1024B 8 128 384 ok 472.1 76.8 49167.3 49271.5 22267.3 320.7 320.7 240.1 2.38 3616.3
bolmo code/1024B 16 64 384 ok 472.1 452.1 16706.1 16741.5 28969.9 501.5 501.5 298.8 2.98 4407.8
bolmo code/1024B 16 128 384 ok 472.1 138.9 54365.5 54480.7 31091.6 499.2 499.2 296.2 2.93 4407.8
bolmo code/256B 1 64 384 ok 196.7 43.8 4490.7 4513.6 2372.5 109.0 109.0 99.3 1.0 2854.9
bolmo code/256B 1 128 384 ok 196.7 44.0 4465.3 4488.0 2964.5 108.8 108.8 99.4 1.0 2858.6
bolmo code/256B 2 64 384 ok 196.7 72.1 5455.3 5483.0 3815.8 145.9 145.9 130.2 1.31 2896.6
bolmo code/256B 2 128 384 ok 196.7 46.9 8392.3 8435.0 4676.2 146.2 146.2 131.3 1.32 2896.6
bolmo code/256B 4 64 384 ok 196.7 70.6 11143.7 11200.4 5184.4 220.7 220.7 191.2 1.93 2965.1
bolmo code/256B 4 128 384 ok 196.7 52.1 15110.2 15187.0 6306.6 221.1 221.1 192.1 1.93 2966.3
bolmo code/256B 8 64 384 ok 196.7 118.2 13311.2 13378.9 6677.2 355.1 355.1 287.1 2.89 3064.1
bolmo code/256B 8 128 384 ok 196.7 53.5 29410.2 29559.7 8085.7 354.6 354.6 288.0 2.9 3102.8
bolmo code/256B 16 64 384 ok 196.7 181.9 17296.9 17384.9 8502.9 578.0 578.0 410.5 4.13 3308.9
bolmo code/256B 16 128 384 ok 196.7 68.3 46070.8 46305.0 10256.4 578.3 578.3 411.2 4.14 3374.6
hnet code/1024B 1 64 384 ok 472.1 62.2 7595.3 7611.4 774.4 82.6 82.6 76.1 1.0 3518.6
hnet code/1024B 1 128 384 ok 472.1 62.1 7601.1 7617.2 1574.6 81.3 81.3 78.0 1.0 3533.7
hnet code/1024B 2 64 384 ok 472.1 64.7 14589.9 14620.8 1080.6 118.5 118.5 110.8 1.46 3801.8
hnet code/1024B 2 128 384 ok 472.1 64.0 14754.4 14785.6 2190.2 116.9 116.9 113.0 1.45 3849.3
hnet code/1024B 4 64 384 ok 472.1 68.2 27690.1 27748.7 1481.8 172.8 172.8 163.2 2.14 4378.3
hnet code/1024B 4 128 384 ok 472.1 67.2 28092.9 28152.4 2985.5 171.5 171.5 166.6 2.14 4437.3
hnet code/1024B 8 64 384 ok 472.1 82.0 46036.4 46133.9 1892.0 270.6 270.6 254.8 3.35 5463.0
hnet code/1024B 8 128 384 ok 472.1 78.1 48370.5 48473.0 3832.7 267.2 267.2 259.5 3.33 5579.6
hnet code/1024B 16 64 384 ok 472.1 103.5 72962.8 73117.3 2234.0 458.4 458.4 429.2 5.64 7649.6
hnet code/1024B 16 128 384 ok 472.1 101.8 74199.7 74356.9 4465.0 458.7 458.7 443.7 5.69 7885.6
hnet code/256B 1 64 384 ok 196.7 65.4 3005.8 3021.1 805.0 79.5 79.5 73.3 1.0 3316.6
hnet code/256B 1 128 384 ok 196.7 61.7 3187.4 3203.6 1610.2 79.5 79.5 76.4 1.0 3339.2
hnet code/256B 2 64 384 ok 196.7 64.0 6143.2 6174.4 1128.4 113.4 113.4 107.0 1.46 3409.3
hnet code/256B 2 128 384 ok 196.7 62.9 6258.4 6290.2 2248.0 113.9 113.9 110.5 1.45 3441.1
hnet code/256B 4 64 384 ok 196.7 65.9 11943.4 12004.1 1509.6 169.6 169.6 161.6 2.2 3606.9
hnet code/256B 4 128 384 ok 196.7 66.2 11882.8 11943.2 3046.2 168.1 168.1 163.9 2.14 3665.3
hnet code/256B 8 64 384 ok 196.7 72.9 21582.5 21692.3 1907.4 268.4 268.4 256.3 3.5 3976.9
hnet code/256B 8 128 384 ok 196.7 72.7 21647.2 21757.3 3853.7 265.7 265.7 259.4 3.39 4092.1
hnet code/256B 16 64 384 ok 196.7 86.7 36276.7 36461.2 2250.8 454.9 454.9 431.9 5.89 4716.5
hnet code/256B 16 128 384 ok 196.7 86.7 36304.2 36488.8 4488.7 456.3 456.3 443.9 5.81 4952.5
hnet_serial code/1024B 1 64 384 ok 472.1 60.2 7838.1 7854.7 769.5 83.2 83.2 76.6 1.0 3518.0
hnet_serial code/1024B 1 128 384 ok 472.1 59.7 7905.9 7922.7 1556.9 82.2 82.2 78.9 1.0 3532.7
hnet_serial code/1024B 2 64 384 ok 472.1 117.4 8042.9 8059.9 1546.0 82.8 82.8 76.5 1.0 3698.3
hnet_serial code/1024B 2 128 384 ok 472.1 116.7 8090.6 8107.8 3108.5 82.4 82.4 79.1 1.0 3735.8
hnet_serial code/1024B 4 64 384 ok 472.1 227.7 8291.5 8309.1 3056.5 83.8 83.8 77.6 1.01 3698.3
hnet_serial code/1024B 4 128 384 ok 472.1 229.7 8219.7 8237.1 6225.2 82.2 82.2 79.1 1.0 3735.8
hnet_serial code/1024B 8 64 384 ok 472.1 451.3 8367.9 8385.6 6135.1 83.5 83.5 77.4 1.01 3698.3
hnet_serial code/1024B 8 128 384 ok 472.1 451.5 8364.2 8381.9 12405.5 82.5 82.5 79.5 1.01 3735.8
hnet_serial code/1024B 16 64 384 ok 472.1 895.0 8438.8 8456.7 12254.5 83.6 83.6 77.6 1.01 3699.0
hnet_serial code/1024B 16 128 384 ok 472.1 895.7 8432.5 8450.3 24806.4 82.6 82.6 79.5 1.01 3735.2
hnet_serial code/256B 1 64 384 ok 196.7 65.8 2989.4 3004.6 798.1 80.2 80.2 73.7 1.0 3314.1
hnet_serial code/256B 1 128 384 ok 196.7 59.2 3324.8 3341.7 1594.4 80.3 80.3 77.2 1.0 3338.8
hnet_serial code/256B 2 64 384 ok 196.7 115.7 3400.6 3417.9 1587.2 80.6 80.6 74.8 1.01 3397.0
hnet_serial code/256B 2 128 384 ok 196.7 116.1 3386.8 3404.0 3191.0 80.2 80.2 77.2 1.0 3426.6
hnet_serial code/256B 4 64 384 ok 196.7 226.5 3474.1 3491.7 3186.1 80.3 80.3 74.8 1.01 3397.0
hnet_serial code/256B 4 128 384 ok 196.7 226.3 3476.8 3494.5 6365.5 80.4 80.4 77.5 1.0 3426.6
hnet_serial code/256B 8 64 384 ok 196.7 448.5 3508.4 3526.2 6371.8 80.4 80.4 74.9 1.02 3397.0
hnet_serial code/256B 8 128 384 ok 196.7 448.8 3506.1 3524.0 12761.3 80.2 80.2 77.4 1.0 3426.6
hnet_serial code/256B 16 64 384 ok 196.7 887.2 3546.8 3564.8 12710.5 80.6 80.6 75.1 1.02 3397.0
hnet_serial code/256B 16 128 384 ok 196.7 888.2 3543.1 3561.2 25442.9 80.5 80.5 77.7 1.01 3426.6
pythia code/1024B 1 64 384 ok 472.1 15.4 30579.0 8838.6 587.1 389.3 109.0 379.3 1.0 2014.9
pythia code/1024B 1 128 384 ok 472.1 15.2 31063.0 8978.5 1172.3 387.7 109.2 382.7 1.0 2014.9
pythia code/1024B 2 64 384 ok 472.1 18.8 50344.4 14551.6 593.8 697.0 208.7 675.6 1.78 2088.9
pythia code/1024B 2 128 384 ok 472.1 18.4 51420.9 14862.7 1199.3 676.4 202.5 666.2 1.74 2088.9
pythia code/1024B 4 64 384 ok 472.1 19.6 96476.0 27885.5 604.9 1293.3 409.4 1252.7 3.3 2244.1
pythia code/1024B 4 128 384 ok 472.1 19.8 95362.1 27563.5 1230.2 1243.9 397.4 1224.2 3.2 2244.1
pythia code/1024B 8 64 384 ok 472.1 31.4 120427.6 34808.5 653.0 2353.4 770.8 2245.5 5.92 2544.6
pythia code/1024B 8 128 384 ok 472.1 31.9 118556.1 34267.5 1295.0 2306.7 763.7 2251.2 5.88 2544.6
pythia code/1024B 16 64 384 ok 472.1 63.2 119473.2 34532.6 638.2 4639.1 1570.3 4220.7 11.13 3153.5
pythia code/1024B 16 128 384 ok 472.1 62.4 121004.4 34975.2 1273.0 4533.8 1543.7 4321.7 11.29 3153.5
pythia code/256B 1 64 384 ok 196.7 12.9 15205.4 4704.4 585.0 365.5 108.1 357.6 1.0 1959.7
pythia code/256B 1 128 384 ok 196.7 13.0 15153.2 4688.3 1157.3 359.9 108.7 355.9 1.0 1966.7
pythia code/256B 2 64 384 ok 196.7 18.9 20759.3 6422.8 597.1 698.3 204.9 676.8 1.89 1996.4
pythia code/256B 2 128 384 ok 196.7 18.6 21139.2 6540.3 1186.2 684.0 202.2 673.5 1.89 2001.3
pythia code/256B 4 64 384 ok 196.7 18.3 42908.1 13275.5 600.9 1291.7 401.0 1253.4 3.51 2023.1
pythia code/256B 4 128 384 ok 196.7 17.3 45482.3 14072.0 1210.3 1232.1 387.5 1214.7 3.41 2057.8
pythia code/256B 8 64 384 ok 196.7 19.6 80095.9 24781.2 621.1 2436.6 775.5 2361.8 6.61 2109.2
pythia code/256B 8 128 384 ok 196.7 19.4 81135.3 25102.8 1236.0 2357.2 759.3 2320.8 6.52 2167.8
pythia code/256B 16 64 384 ok 196.7 24.8 126664.5 39189.3 623.6 4867.8 1503.2 4681.0 13.09 2279.2
pythia code/256B 16 128 384 ok 196.7 25.3 124556.5 38537.1 1266.8 4524.9 1406.5 4436.3 12.47 2398.3

Warmup

Model Workload Batch Max new Samples Status Prompt bytes Prefill ms/chunk Decode ms/chunk Total ms/chunk Peak VRAM MB
bolmo code/1024B 1 64 1 ok 265.0 43.8 3052.0 3341.1 2866.2
bolmo code/1024B 1 128 1 ok 265.0 42.4 3651.7 3987.2 2857.4
bolmo code/1024B 2 64 2 ok 613.5 1894.2 13495.6 17069.0 3026.0
bolmo code/1024B 2 128 2 ok 613.5 38.1 14306.3 16128.1 3026.0
bolmo code/1024B 4 64 4 ok 531.5 56.9 18632.9 22371.1 3217.5
bolmo code/1024B 4 128 4 ok 531.5 50.8 19793.1 23814.4 3217.5
bolmo code/1024B 8 64 8 ok 425.2 1960.2 24538.3 35218.8 3572.6
bolmo code/1024B 8 128 8 ok 425.2 83.9 26349.0 35921.7 3572.6
bolmo code/1024B 16 64 16 ok 423.9 2017.6 25250.7 43045.2 4319.6
bolmo code/1024B 16 128 16 ok 423.9 146.6 27043.3 44540.5 4319.6
bolmo code/256B 1 64 1 ok 212.0 80.8 2573.0 5345.6 2848.9
bolmo code/256B 1 128 1 ok 212.0 38.8 3186.3 3472.0 2848.9
bolmo code/256B 2 64 2 ok 196.0 2709.1 3626.6 6705.1 2876.3
bolmo code/256B 2 128 2 ok 196.0 40.4 4453.0 4954.2 2876.3
bolmo code/256B 4 64 4 ok 187.8 55.1 4618.7 5335.7 2924.8
bolmo code/256B 4 128 4 ok 187.8 117.3 5647.9 6577.9 2924.8
bolmo code/256B 8 64 8 ok 190.2 3023.3 6481.8 10735.6 3026.6
bolmo code/256B 8 128 8 ok 190.2 49.6 6992.3 8624.1 3026.6
bolmo code/256B 16 64 16 ok 179.8 3332.2 9968.8 16233.8 3239.8
bolmo code/256B 16 128 16 ok 179.8 60.9 9696.9 13438.3 3252.2
hnet code/1024B 1 64 1 ok 265.0 63.9 884.9 953.0 3319.5
hnet code/1024B 1 128 1 ok 265.0 61.1 1819.8 1883.8 3343.8
hnet code/1024B 2 64 2 ok 613.5 64.6 1288.2 1362.7 3773.8
hnet code/1024B 2 128 2 ok 613.5 64.0 2531.4 2608.4 3826.2
hnet code/1024B 4 64 4 ok 531.5 69.6 1531.7 1614.6 4310.4
hnet code/1024B 4 128 4 ok 531.5 66.9 3024.8 3114.0 4370.2
hnet code/1024B 8 64 8 ok 425.2 74.7 1765.8 1865.1 5350.4
hnet code/1024B 8 128 8 ok 425.2 77.9 3662.8 3776.5 5470.1
hnet code/1024B 16 64 16 ok 423.9 94.4 2196.2 2341.5 7480.3
hnet code/1024B 16 128 16 ok 423.9 103.2 4417.9 4566.6 7716.3
hnet code/256B 1 64 1 ok 212.0 20030.1 1047.3 21080.4 3556.9
hnet code/256B 1 128 1 ok 212.0 61.1 1683.1 1747.1 3318.4
hnet code/256B 2 64 2 ok 196.0 207.4 1191.1 1402.4 3384.2
hnet code/256B 2 128 2 ok 196.0 63.0 2332.0 2399.4 3414.9
hnet code/256B 4 64 4 ok 187.8 68.3 1503.7 1578.2 3559.3
hnet code/256B 4 128 4 ok 187.8 66.7 3104.5 3182.8 3616.0
hnet code/256B 8 64 8 ok 190.2 76.7 1872.6 1960.9 3903.5
hnet code/256B 8 128 8 ok 190.2 73.2 3763.2 3853.8 4020.3
hnet code/256B 16 64 16 ok 179.8 85.6 2464.0 2571.8 4640.5
hnet code/256B 16 128 16 ok 179.8 85.2 4508.5 4627.2 4876.5
hnet_serial code/1024B 1 64 1 ok 265.0 752.1 890.2 1646.6 3317.7
hnet_serial code/1024B 1 128 1 ok 265.0 59.6 1813.3 1877.3 3343.6
hnet_serial code/1024B 2 64 2 ok 613.5 117.1 1838.9 1967.3 3598.2
hnet_serial code/1024B 2 128 2 ok 613.5 115.7 3463.3 3591.9 3635.6
hnet_serial code/1024B 4 64 4 ok 531.5 225.7 3236.4 3479.5 3608.5
hnet_serial code/1024B 4 128 4 ok 531.5 229.7 6386.6 6634.0 3635.6
hnet_serial code/1024B 8 64 8 ok 425.2 452.2 6272.0 6749.1 3608.5
hnet_serial code/1024B 8 128 8 ok 425.2 450.3 12604.3 13080.9 3635.6
hnet_serial code/1024B 16 64 16 ok 423.9 894.5 12325.2 13261.0 3608.5
hnet_serial code/1024B 16 128 16 ok 423.9 900.3 25133.6 26075.5 3635.6
hnet_serial code/256B 1 64 1 ok 212.0 30196.8 847.5 31047.6 3554.1
hnet_serial code/256B 1 128 1 ok 212.0 58.6 1740.8 1803.3 3317.0
hnet_serial code/256B 2 64 2 ok 196.0 116.2 1691.3 1814.3 3370.4
hnet_serial code/256B 2 128 2 ok 196.0 116.4 3369.0 3499.2 3398.4
hnet_serial code/256B 4 64 4 ok 187.8 226.9 3276.3 3513.7 3370.4
hnet_serial code/256B 4 128 4 ok 187.8 225.6 6515.2 6751.9 3398.4
hnet_serial code/256B 8 64 8 ok 190.2 447.1 6504.2 6969.9 3376.2
hnet_serial code/256B 8 128 8 ok 190.2 449.7 12838.5 13306.9 3404.0
hnet_serial code/256B 16 64 16 ok 179.8 884.6 13329.9 14247.4 3382.4
hnet_serial code/256B 16 128 16 ok 179.8 887.1 26288.8 27209.4 3413.2
pythia code/1024B 1 64 1 ok 265.0 16.3 589.7 606.0 1959.9
pythia code/1024B 1 128 1 ok 265.0 13.7 1162.3 1176.1 1966.8
pythia code/1024B 2 64 2 ok 613.5 34.4 610.7 645.2 2065.1
pythia code/1024B 2 128 2 ok 613.5 19.9 1176.4 1196.4 2065.1
pythia code/1024B 4 64 4 ok 531.5 20.4 602.2 622.7 2192.2
pythia code/1024B 4 128 4 ok 531.5 20.1 1202.6 1222.8 2192.2
pythia code/1024B 8 64 8 ok 425.2 32.5 615.5 648.0 2438.1
pythia code/1024B 8 128 8 ok 425.2 37.0 1230.5 1267.5 2438.1
pythia code/1024B 16 64 16 ok 423.9 59.5 639.4 698.9 2944.8
pythia code/1024B 16 128 16 ok 423.9 65.0 1277.3 1342.3 2944.8
pythia code/256B 1 64 1 ok 212.0 18.7 597.2 616.0 1957.2
pythia code/256B 1 128 1 ok 212.0 12.8 1176.5 1189.4 1965.2
pythia code/256B 2 64 2 ok 196.0 21.6 599.2 620.8 1996.1
pythia code/256B 2 128 2 ok 196.0 18.8 1179.8 1198.6 1998.0
pythia code/256B 4 64 4 ok 187.8 16.3 597.9 614.2 2014.2
pythia code/256B 4 128 4 ok 187.8 16.2 1197.6 1213.8 2053.4
pythia code/256B 8 64 8 ok 190.2 19.3 615.4 634.7 2088.5
pythia code/256B 8 128 8 ok 190.2 19.0 1233.3 1252.3 2156.6
pythia code/256B 16 64 16 ok 179.8 22.3 624.2 646.5 2239.5
pythia code/256B 16 128 16 ok 179.8 23.7 1272.3 1296.0 2382.3

Compression

Model Workload Raw prompt bytes Model input units Stage0 / patches Stage1 Bytes per stage0 Stage0 per stage1
bolmo code/1024B 181272.0 181656.0 40221.0 None 4.51 None
bolmo code/1024B 181272.0 181656.0 40221.0 None 4.51 None
bolmo code/1024B 181272.0 181656.0 40206.0 None 4.51 None
bolmo code/1024B 181272.0 181656.0 40206.0 None 4.51 None
bolmo code/1024B 181272.0 181656.0 40194.0 None 4.51 None
bolmo code/1024B 181272.0 181656.0 40194.0 None 4.51 None
bolmo code/1024B 181272.0 181656.0 40212.0 None 4.51 None
bolmo code/1024B 181272.0 181656.0 40212.0 None 4.51 None
bolmo code/1024B 181272.0 181656.0 40209.0 None 4.51 None
bolmo code/1024B 181272.0 181656.0 40209.0 None 4.51 None
bolmo code/256B 75525.0 75909.0 17772.0 None 4.25 None
bolmo code/256B 75525.0 75909.0 17772.0 None 4.25 None
bolmo code/256B 75525.0 75909.0 17769.0 None 4.25 None
bolmo code/256B 75525.0 75909.0 17769.0 None 4.25 None
bolmo code/256B 75525.0 75909.0 17769.0 None 4.25 None
bolmo code/256B 75525.0 75909.0 17769.0 None 4.25 None
bolmo code/256B 75525.0 75909.0 17775.0 None 4.25 None
bolmo code/256B 75525.0 75909.0 17775.0 None 4.25 None
bolmo code/256B 75525.0 75909.0 17763.0 None 4.25 None
bolmo code/256B 75525.0 75909.0 17763.0 None 4.25 None
hnet code/1024B 181272.0 181656.0 63561.0 30735.0 2.85 2.07
hnet code/1024B 181272.0 181656.0 63561.0 30735.0 2.85 2.07
hnet code/1024B 181272.0 181656.0 63564.0 30726.0 2.85 2.07
hnet code/1024B 181272.0 181656.0 63564.0 30726.0 2.85 2.07
hnet code/1024B 181272.0 181656.0 63576.0 30720.0 2.85 2.07
hnet code/1024B 181272.0 181656.0 63576.0 30720.0 2.85 2.07
hnet code/1024B 181272.0 181656.0 63573.0 30723.0 2.85 2.07
hnet code/1024B 181272.0 181656.0 63573.0 30723.0 2.85 2.07
hnet code/1024B 181272.0 181656.0 63570.0 30729.0 2.85 2.07
hnet code/1024B 181272.0 181656.0 63570.0 30729.0 2.85 2.07
hnet code/256B 75525.0 75909.0 28476.0 14922.0 2.65 1.91
hnet code/256B 75525.0 75909.0 28476.0 14922.0 2.65 1.91
hnet code/256B 75525.0 75909.0 28479.0 14916.0 2.65 1.91
hnet code/256B 75525.0 75909.0 28479.0 14916.0 2.65 1.91
hnet code/256B 75525.0 75909.0 28473.0 14919.0 2.65 1.91
hnet code/256B 75525.0 75909.0 28473.0 14919.0 2.65 1.91
hnet code/256B 75525.0 75909.0 28473.0 14922.0 2.65 1.91
hnet code/256B 75525.0 75909.0 28473.0 14922.0 2.65 1.91
hnet code/256B 75525.0 75909.0 28473.0 14928.0 2.65 1.91
hnet code/256B 75525.0 75909.0 28473.0 14928.0 2.65 1.91
hnet_serial code/1024B 181272.0 181656.0 63561.0 30726.0 2.85 2.07
hnet_serial code/1024B 181272.0 181656.0 63561.0 30726.0 2.85 2.07
hnet_serial code/1024B 181272.0 181656.0 63561.0 30726.0 2.85 2.07
hnet_serial code/1024B 181272.0 181656.0 63561.0 30726.0 2.85 2.07
hnet_serial code/1024B 181272.0 181656.0 63561.0 30726.0 2.85 2.07
hnet_serial code/1024B 181272.0 181656.0 63561.0 30726.0 2.85 2.07
hnet_serial code/1024B 181272.0 181656.0 63561.0 30726.0 2.85 2.07
hnet_serial code/1024B 181272.0 181656.0 63561.0 30726.0 2.85 2.07
hnet_serial code/1024B 181272.0 181656.0 63561.0 30726.0 2.85 2.07
hnet_serial code/1024B 181272.0 181656.0 63561.0 30726.0 2.85 2.07
hnet_serial code/256B 75525.0 75909.0 28476.0 14922.0 2.65 1.91
hnet_serial code/256B 75525.0 75909.0 28476.0 14922.0 2.65 1.91
hnet_serial code/256B 75525.0 75909.0 28476.0 14922.0 2.65 1.91
hnet_serial code/256B 75525.0 75909.0 28476.0 14922.0 2.65 1.91
hnet_serial code/256B 75525.0 75909.0 28476.0 14922.0 2.65 1.91
hnet_serial code/256B 75525.0 75909.0 28476.0 14922.0 2.65 1.91
hnet_serial code/256B 75525.0 75909.0 28476.0 14922.0 2.65 1.91
hnet_serial code/256B 75525.0 75909.0 28476.0 14922.0 2.65 1.91
hnet_serial code/256B 75525.0 75909.0 28476.0 14922.0 2.65 1.91
hnet_serial code/256B 75525.0 75909.0 28476.0 14922.0 2.65 1.91
pythia code/1024B 181272.0 52395.0 None None None None
pythia code/1024B 181272.0 52395.0 None None None None
pythia code/1024B 181272.0 52395.0 None None None None
pythia code/1024B 181272.0 52395.0 None None None None
pythia code/1024B 181272.0 52395.0 None None None None
pythia code/1024B 181272.0 52395.0 None None None None
pythia code/1024B 181272.0 52395.0 None None None None
pythia code/1024B 181272.0 52395.0 None None None None
pythia code/1024B 181272.0 52395.0 None None None None
pythia code/1024B 181272.0 52395.0 None None None None
pythia code/256B 75525.0 23367.0 None None None None
pythia code/256B 75525.0 23367.0 None None None None
pythia code/256B 75525.0 23367.0 None None None None
pythia code/256B 75525.0 23367.0 None None None None
pythia code/256B 75525.0 23367.0 None None None None
pythia code/256B 75525.0 23367.0 None None None None
pythia code/256B 75525.0 23367.0 None None None None
pythia code/256B 75525.0 23367.0 None None None None
pythia code/256B 75525.0 23367.0 None None None None
pythia code/256B 75525.0 23367.0 None None None None