mode
stringclasses 3
values | rate
float64 0.18
17.2
⌀ | request_count
int64 20
5.9k
| error_count
int64 0
0
| total_count
int64 20
5.9k
| start_time
float64 1.73B
1.73B
| end_time
float64 1.73B
1.73B
| duration
float64 39.4
480
| completed_request_rate
float64 0.04
17.2
| request_latency
float64 1.59
137
| request_latency_percentiles
stringlengths 126
141
| time_to_first_token
float64 31.3
123k
| time_to_first_token_percentiles
stringlengths 133
152
| inter_token_latency
float64 5.81
407
| inter_token_latency_percentiles
stringlengths 142
160
| output_token_throughput
float64 12.5
4.73k
| prompt_token
float64 256
256
| prompt_token_percentiles
stringclasses 31
values | output_token
float64 132
410
| output_token_percentiles
stringlengths 33
85
| overloaded
bool 1
class | data
stringclasses 1
value | data-type
stringclasses 1
value | max-seconds
int64 240
480
| model
stringclasses 14
values | target
stringclasses 5
values | hardware
stringclasses 11
values | project
stringclasses 4
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
asynchronous | 0.484544 | 225 | 0 | 225 | 1,728,265,108.839543 | 1,728,265,584.553117 | 475.713574 | 0.472974 | 18.198258 | [6.880896587371827, 9.952694034576416, 11.278904628753661, 16.249268054962158, 29.188306713104247, 32.58985290527343, 38.48397057533264] | 270.255434 | [0.2289571475982666, 0.24198470115661622, 0.2467349052429199, 0.2702369689941406, 0.2944803714752197, 0.29961118698120115, 0.30276051521301267] | 64.297082 | [0.014451332092285156, 0.05788887739181518, 0.05912163257598877, 0.06156182289123535, 0.0635251522064209, 0.06438920497894288, 0.20319536685943604] | 131.879777 | 256.182222 | [256.0, 256.0, 256.0, 257.0, 258.0] | 278.831111 | [102.96000000000001, 153.4, 249.0, 501.59999999999997, 593.04] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 480 | neuralmagic/Meta-Llama-3.1-405B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x8 | LLM quantization - W8A8/Benchmarking |
asynchronous | 0.691064 | 318 | 0 | 318 | 1,728,265,586.779454 | 1,728,266,063.694084 | 476.91463 | 0.666786 | 18.681369 | [8.473508968353272, 10.869663119316101, 12.344339680671693, 16.800968766212463, 27.47908444404602, 33.651989102363586, 42.536600749492564] | 269.200738 | [0.23134780406951905, 0.2369336724281311, 0.24268012046813964, 0.2683373689651489, 0.2975032329559326, 0.3001036763191223, 0.30681659936904904] | 66.663394 | [0.012915885448455811, 0.056911468505859375, 0.060874223709106445, 0.06220364570617676, 0.06390643119812012, 0.06937795877456665, 0.2087742090225222] | 184.171326 | 256.160377 | [256.0, 256.0, 256.0, 257.0, 258.0] | 276.207547 | [124.17, 159.4, 248.0, 500.29999999999995, 632.9099999999987] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 480 | neuralmagic/Meta-Llama-3.1-405B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x8 | LLM quantization - W8A8/Benchmarking |
asynchronous | 0.897585 | 414 | 0 | 414 | 1,728,266,069.019146 | 1,728,266,544.201361 | 475.182214 | 0.871245 | 20.732272 | [8.880540962219237, 11.269862580299378, 12.618183135986328, 18.01390564441681, 34.08008563518524, 37.43745892047882, 54.370392036438] | 273.75345 | [0.23604586601257324, 0.2404714584350586, 0.24455924034118653, 0.27375710010528564, 0.30143237113952637, 0.3081665754318237, 0.31606378555297854] | 72.232137 | [0.01029616355895996, 0.04648933410644531, 0.06170320510864258, 0.06647920608520508, 0.07023425102233886, 0.17682805061340323, 0.21516346931457517] | 246.783226 | 256.142512 | [256.0, 256.0, 256.0, 257.0, 258.0] | 283.253623 | [120.78, 155.0, 248.0, 514.6999999999999, 738.3700000000002] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 480 | neuralmagic/Meta-Llama-3.1-405B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x8 | LLM quantization - W8A8/Benchmarking |
asynchronous | 1.104105 | 504 | 0 | 504 | 1,728,266,549.526112 | 1,728,267,026.179192 | 476.65308 | 1.057373 | 21.503798 | [9.895365285873414, 12.530232429504395, 13.892000770568847, 18.85196578502655, 35.17994329929352, 38.64552422761916, 44.28267205238342] | 279.414478 | [0.2401674795150757, 0.24487508535385133, 0.24981520175933838, 0.28077590465545654, 0.30612156391143797, 0.31067845821380613, 0.3213520312309265] | 75.446362 | [0.012909786701202393, 0.03543682098388673, 0.0634390115737915, 0.06753146648406982, 0.07187149524688721, 0.19194977283477777, 0.2178789997100833] | 297.474213 | 256.125 | [256.0, 256.0, 256.0, 257.0, 258.0] | 281.333333 | [128.12, 164.15, 248.0, 508.84999999999997, 570.97] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 480 | neuralmagic/Meta-Llama-3.1-405B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x8 | LLM quantization - W8A8/Benchmarking |
asynchronous | 1.310626 | 601 | 0 | 601 | 1,728,267,026.836408 | 1,728,267,505.93366 | 479.097252 | 1.254443 | 22.803539 | [8.954817056655884, 12.54087233543396, 14.035119533538818, 20.127983808517456, 36.566725969314575, 41.6587176322937, 60.15601825714111] | 283.8801 | [0.24417567253112793, 0.2491598129272461, 0.254594087600708, 0.28209829330444336, 0.3142082691192627, 0.3199582099914551, 0.3312220573425293] | 79.77061 | [0.015021085739135742, 0.034650230407714845, 0.06087329387664795, 0.07001805305480957, 0.16541717052459712, 0.19687826633453354, 0.21882838487625117] | 354.214096 | 256.108153 | [256.0, 256.0, 256.0, 257.0, 258.0] | 282.36772 | [109.0, 154.0, 249.0, 516.0, 751.0] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 480 | neuralmagic/Meta-Llama-3.1-405B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x8 | LLM quantization - W8A8/Benchmarking |
asynchronous | 1.517146 | 693 | 0 | 693 | 1,728,267,507.516979 | 1,728,267,985.807093 | 478.290113 | 1.448911 | 22.697783 | [9.381664447784424, 13.30011773109436, 14.698430299758911, 20.239166736602783, 35.860833978652956, 40.827617931365964, 49.35147541999837] | 285.741653 | [0.2478843593597412, 0.25288982391357423, 0.2579383373260498, 0.2843601703643799, 0.31656155586242674, 0.32256550788879396, 0.3320982074737549] | 82.766058 | [0.016156673431396484, 0.033882856369018555, 0.05369877815246582, 0.07126212120056152, 0.17957377433776855, 0.20031166076660156, 0.21878623962402344] | 392.427095 | 256.152958 | [256.0, 256.0, 256.0, 257.0, 258.0] | 270.842713 | [107.76, 159.2, 241.0, 491.9999999999999, 581.1200000000026] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 480 | neuralmagic/Meta-Llama-3.1-405B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x8 | LLM quantization - W8A8/Benchmarking |
asynchronous | 1.723667 | 786 | 0 | 786 | 1,728,267,993.24851 | 1,728,268,466.347473 | 473.098963 | 1.661386 | 25.12837 | [10.939749932289123, 14.175064444541931, 15.670852065086365, 22.03737235069275, 40.03234076499939, 45.743305921554565, 53.014050400257105] | 290.917003 | [0.25174480676651, 0.25777173042297363, 0.26297295093536377, 0.28938186168670654, 0.3239079713821411, 0.32971465587615967, 0.34111263751983634] | 88.158006 | [0.01615014553070068, 0.03277624845504761, 0.046238827705383304, 0.07436013221740723, 0.19192759990692154, 0.20666201114654542, 0.22158185243606568] | 468.134613 | 256.152672 | [256.0, 256.0, 256.0, 257.0, 258.0] | 281.773537 | [125.55, 159.0, 248.0, 513.0, 598.0499999999998] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 480 | neuralmagic/Meta-Llama-3.1-405B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x8 | LLM quantization - W8A8/Benchmarking |
asynchronous | 1.930188 | 875 | 0 | 875 | 1,728,268,467.39831 | 1,728,268,945.069534 | 477.671223 | 1.831804 | 25.907735 | [8.980280261039734, 14.181363391876221, 16.581594705581665, 22.795250415802002, 41.86089496612549, 47.60973453521728, 61.010258178710934] | 296.371219 | [0.2565892219543457, 0.26308908462524416, 0.2681442737579346, 0.29512906074523926, 0.3278862953186035, 0.3343546152114868, 0.34413818359375] | 93.085936 | [0.015528316497802735, 0.0304457426071167, 0.041477298736572264, 0.07667875289916992, 0.2012031078338623, 0.21374804973602296, 0.22736663341522217] | 504.007753 | 256.146286 | [256.0, 256.0, 256.0, 257.0, 258.0] | 275.142857 | [92.66, 152.4, 242.0, 501.5999999999999, 646.3399999999999] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 480 | neuralmagic/Meta-Llama-3.1-405B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x8 | LLM quantization - W8A8/Benchmarking |
synchronous | null | 57 | 0 | 57 | 1,727,048,444.16155 | 1,727,048,798.989964 | 354.828414 | 0.160641 | 6.224549 | [0.8176999664306641, 1.5764877796173096, 2.5984428405761726, 5.942415237426758, 8.902099370956421, 10.888293981552124, 18.432152252197262] | 138.628851 | [0.12624347686767579, 0.13047804832458496, 0.13292160034179687, 0.13672924041748047, 0.14666943550109862, 0.1500462532043457, 0.17209635734558096] | 31.36642 | [0.02102804183959961, 0.029742002487182617, 0.031134843826293945, 0.031495094299316406, 0.03218698501586914, 0.032974958419799805, 0.041494131088256836] | 31.164359 | 256.122807 | [256.0, 256.0, 256.0, 257.0, 258.0] | 194 | [22.8, 46.0, 187.0, 344.4, 581.3599999999999] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8002/v1 | h100x1 | LLM quantization - W8A8/Benchmarking |
throughput | null | 285 | 0 | 285 | 1,727,048,804.171097 | 1,727,048,985.165772 | 180.994675 | 1.574632 | 89.69943 | [6.3277248287200925, 11.050572395324707, 20.01354379653931, 88.46777606010437, 162.032950592041, 167.7294812679291, 174.00959118843082] | 81,022.187851 | [0.464569149017334, 1.1373093128204346, 11.232910919189454, 78.22802066802979, 151.4510764122009, 162.61906952857973, 165.8947183799744] | 42.471421 | [0.011782236099243164, 0.02755627632141113, 0.03285207748413086, 0.0341949462890625, 0.0664362907409668, 0.08805060386657713, 0.15462321281433059] | 321.898972 | 256.150877 | [256.0, 256.0, 256.0, 257.0, 258.0] | 204.42807 | [20.84, 49.0, 197.0, 372.2000000000001, 628.5200000000025] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8002/v1 | h100x1 | LLM quantization - W8A8/Benchmarking |
asynchronous | 0.317751 | 114 | 0 | 114 | 1,727,048,988.325312 | 1,727,049,345.088251 | 356.762939 | 0.31954 | 7.09343 | [0.673200821876526, 1.4258784174919128, 2.946697354316712, 6.272930145263672, 11.799928641319276, 13.323469209671018, 22.865651764869718] | 155.322389 | [0.1336543607711792, 0.13878666162490844, 0.14086432456970216, 0.1570366621017456, 0.16766393184661865, 0.1685409665107727, 0.17222318887710572] | 32.694311 | [0.00973261833190918, 0.028063762187957773, 0.031375336647033694, 0.03200125694274902, 0.03292567729949951, 0.03695073127746577, 0.0661885666847229] | 67.809734 | 256.105263 | [256.0, 256.0, 256.0, 257.0, 258.0] | 212.210526 | [17.17, 40.6, 191.0, 403.44999999999993, 686.9900000000008] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8002/v1 | h100x1 | LLM quantization - W8A8/Benchmarking |
asynchronous | 0.474861 | 170 | 0 | 170 | 1,727,049,345.174026 | 1,727,049,704.926462 | 359.752436 | 0.472547 | 6.891015 | [0.8474566173553467, 1.6069649934768677, 2.3112706184387215, 6.713363289833069, 10.307896852493286, 12.13950198888778, 26.178645017147065] | 152.633287 | [0.13272704124450685, 0.13911377191543578, 0.14076297283172606, 0.1526033878326416, 0.16589980125427245, 0.16854842901229858, 0.1738209939002991] | 33.324934 | [0.009917607307434082, 0.027474188804626466, 0.03151335716247559, 0.032091379165649414, 0.033687591552734375, 0.040513348579406736, 0.09776271343231203] | 95.557379 | 256.123529 | [256.0, 256.0, 256.0, 257.0, 258.0] | 202.217647 | [22.07, 46.45, 196.5, 352.19999999999993, 766.0600000000001] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8002/v1 | h100x1 | LLM quantization - W8A8/Benchmarking |
asynchronous | 0.631971 | 223 | 0 | 223 | 1,727,049,708.343194 | 1,727,050,063.496297 | 355.153103 | 0.627898 | 7.232682 | [0.8091360521316528, 2.112206602096558, 3.701041316986084, 6.78858757019043, 10.70447735786438, 12.386907815933226, 19.394605436325072] | 153.806469 | [0.13170230865478516, 0.13870792388916015, 0.13967490196228027, 0.15335416793823242, 0.16896505355834962, 0.1729872703552246, 0.17692502021789552] | 34.291378 | [0.009445955753326416, 0.027740073204040528, 0.031789088249206544, 0.0326077938079834, 0.03394763469696045, 0.04303522109985351, 0.10693751335144046] | 129.648311 | 256.121076 | [256.0, 256.0, 256.0, 257.0, 258.0] | 206.479821 | [20.44, 58.0, 193.0, 351.0, 558.72] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8002/v1 | h100x1 | LLM quantization - W8A8/Benchmarking |
asynchronous | 0.789081 | 279 | 0 | 279 | 1,727,050,067.718108 | 1,727,050,424.471367 | 356.75326 | 0.782053 | 7.003154 | [0.8908543920516968, 1.859930944442749, 3.195326089859009, 6.876912355422974, 10.532478380203248, 12.023457479476926, 17.614753847122117] | 154.537563 | [0.1303814172744751, 0.138277268409729, 0.1402440071105957, 0.15318679809570312, 0.1682651996612549, 0.17214231491088866, 0.18006392002105706] | 34.971414 | [0.00578932762145996, 0.024718523025512695, 0.031859731674194335, 0.032769203186035156, 0.03549351692199707, 0.0592623710632324, 0.11027246475219726] | 153.170289 | 256.143369 | [256.0, 256.0, 256.0, 257.0, 258.0] | 195.856631 | [23.560000000000002, 50.8, 191.0, 337.09999999999997, 494.5399999999983] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8002/v1 | h100x1 | LLM quantization - W8A8/Benchmarking |
asynchronous | 0.946192 | 331 | 0 | 331 | 1,727,050,425.18829 | 1,727,050,783.365256 | 358.176967 | 0.924124 | 7.648062 | [0.907042121887207, 1.6254382133483887, 3.5297417640686035, 7.296050548553467, 11.847802639007568, 12.657831907272339, 18.680066752433774] | 153.495185 | [0.13050458431243897, 0.1387805938720703, 0.14005708694458008, 0.15329980850219727, 0.16663384437561035, 0.16811811923980713, 0.17520847320556637] | 35.943137 | [0.004965646266937256, 0.0259773850440979, 0.03217363357543945, 0.03301715850830078, 0.037473988533020024, 0.06562483310699463, 0.11063889980316172] | 192.734336 | 256.202417 | [256.0, 256.0, 256.0, 257.0, 258.0] | 208.558912 | [24.0, 43.5, 198.0, 344.0, 513.7] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8002/v1 | h100x1 | LLM quantization - W8A8/Benchmarking |
asynchronous | 1.103302 | 387 | 0 | 387 | 1,727,050,787.914342 | 1,727,051,144.589454 | 356.675113 | 1.085021 | 7.317114 | [0.779417667388916, 1.810409665107727, 3.4190982818603515, 6.904052495956421, 10.788109588623048, 12.592060375213622, 22.02741815090178] | 153.961363 | [0.13463204860687256, 0.13925526142120362, 0.14031476974487306, 0.15348339080810547, 0.16707863807678222, 0.17055675983428956, 0.17718961715698242] | 36.585404 | [0.005033662319183349, 0.023211073875427247, 0.031961679458618164, 0.033191680908203125, 0.041992545127868666, 0.06701868772506714, 0.11241552352905275] | 212.487492 | 256.142119 | [256.0, 256.0, 256.0, 257.0, 258.0] | 195.837209 | [20.0, 49.0, 185.0, 339.8999999999999, 592.6399999999996] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8002/v1 | h100x1 | LLM quantization - W8A8/Benchmarking |
asynchronous | 1.260412 | 446 | 0 | 446 | 1,727,051,147.592677 | 1,727,051,504.988982 | 357.396306 | 1.247914 | 7.671597 | [1.0106131434440613, 1.8597110509872437, 2.7199761867523193, 7.457195997238159, 11.569899201393127, 13.205051183700562, 21.696952295303355] | 169.031079 | [0.13378084897994996, 0.13860315084457397, 0.14024078845977783, 0.15291881561279297, 0.1679776906967163, 0.17074233293533325, 0.5233220458030704] | 37.708005 | [0.005784101486206054, 0.022930479049682616, 0.03211402893066406, 0.03366708755493164, 0.04733939170837404, 0.06812095642089844, 0.11073369026184095] | 248.326573 | 256.152466 | [256.0, 256.0, 256.0, 257.0, 258.0] | 198.993274 | [24.0, 46.0, 194.0, 343.0, 566.6500000000003] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8002/v1 | h100x1 | LLM quantization - W8A8/Benchmarking |
asynchronous | 1.417522 | 497 | 0 | 497 | 1,727,051,507.338325 | 1,727,051,865.115999 | 357.777674 | 1.389131 | 9.156949 | [1.0366154193878174, 2.821613073348999, 4.486790132522583, 8.55190110206604, 13.781731367111208, 16.03963289260864, 23.152567024231086] | 795.971089 | [0.13701852798461914, 0.140236759185791, 0.14208316802978516, 0.16228866577148438, 2.594801282882691, 4.450923585891723, 7.074554510116581] | 39.819769 | [0.006127314567565918, 0.020988607406616212, 0.031525182723999026, 0.03401756286621094, 0.06518206596374511, 0.09261889457702623, 0.1252031183242798] | 291.734246 | 256.144869 | [256.0, 256.0, 256.0, 257.0, 258.0] | 210.012072 | [23.96, 50.8, 203.0, 347.99999999999994, 579.8800000000025] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8002/v1 | h100x1 | LLM quantization - W8A8/Benchmarking |
asynchronous | 1.574632 | 552 | 0 | 552 | 1,727,051,866.488466 | 1,727,052,225.189768 | 358.701302 | 1.538885 | 9.869367 | [1.7916830468177796, 3.4903960466384887, 4.771393942832947, 9.702101469039917, 15.041153168678285, 16.247038543224335, 22.284829003810884] | 1,242.445357 | [0.1381630492210388, 0.14177467823028564, 0.14682576656341553, 0.8119014501571655, 3.1051584720611576, 3.8084511280059803, 5.4085963940620445] | 41.720784 | [0.006889286041259766, 0.021509313583374025, 0.030853462219238282, 0.03415417671203613, 0.06722016334533691, 0.09388589859008789, 0.133059344291687] | 318.301047 | 256.125 | [256.0, 256.0, 256.0, 257.0, 258.0] | 206.838768 | [22.53, 50.650000000000006, 199.5, 349.7999999999997, 546.9000000000001] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8002/v1 | h100x1 | LLM quantization - W8A8/Benchmarking |
synchronous | null | 80 | 0 | 80 | 1,727,014,907.440696 | 1,727,015,266.123054 | 358.682358 | 0.223039 | 4.482941 | [0.9201200604438782, 1.0863620162010192, 2.0077167749404907, 4.3380396366119385, 7.005673408508302, 7.568203151226044, 10.502792203426342] | 99.012879 | [0.09131155252456664, 0.09283944368362426, 0.093760085105896, 0.0988161563873291, 0.10393316745758056, 0.10541514158248902, 0.11019740581512445] | 20.965726 | [0.010853862762451172, 0.020260751247406006, 0.020725727081298828, 0.021154403686523438, 0.021387815475463867, 0.021655619144439697, 0.03051583766937254] | 46.631789 | 256.1375 | [256.0, 256.0, 256.0, 257.0, 258.0] | 209.075 | [40.0, 47.8, 202.5, 352.34999999999997, 492.759999999999] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8002/v1 | h100x2 | LLM quantization - W8A8/Benchmarking |
throughput | null | 400 | 0 | 400 | 1,727,015,267.912122 | 1,727,015,321.883552 | 53.971431 | 7.411328 | 26.361861 | [7.015903475284577, 11.552585554122926, 14.981624078750611, 27.529195189476013, 33.97692406177521, 35.55518971681594, 46.2886623263359] | 8,095.383441 | [1.145699622631073, 1.1920469999313354, 1.4940897464752196, 4.523841619491577, 20.728756737709045, 22.33091578483581, 23.23088186264038] | 85.482255 | [0.000125885009765625, 0.023604607582092284, 0.028968191146850585, 0.05816364288330078, 0.1677059412002564, 0.22938520908355714, 0.31265442609786986] | 1,586.580143 | 256.12 | [256.0, 256.0, 256.0, 257.0, 258.0] | 214.075 | [22.96, 46.95, 199.5, 367.5499999999995, 779.7199999999993] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8002/v1 | h100x2 | LLM quantization - W8A8/Benchmarking |
asynchronous | 1.021737 | 362 | 0 | 362 | 1,727,015,321.885362 | 1,727,015,680.849314 | 358.963952 | 1.008458 | 5.138525 | [0.6241412425041198, 1.2689228057861328, 2.1810813903808595, 4.716799378395081, 7.457866311073305, 9.175765609741209, 19.766434209346748] | 106.173821 | [0.08877688646316528, 0.09327576160430909, 0.09568753242492675, 0.1058356761932373, 0.11532366275787354, 0.11774502992630005, 0.12795793056488033] | 23.105953 | [0.004321813583374024, 0.017930984497070312, 0.02118659019470215, 0.021782398223876953, 0.023311138153076172, 0.032888054847717285, 0.07131989002227784] | 219.612581 | 256.154696 | [256.0, 256.0, 256.0, 257.0, 258.0] | 217.770718 | [24.22, 52.05, 198.5, 392.0499999999998, 833.1999999999989] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8002/v1 | h100x2 | LLM quantization - W8A8/Benchmarking |
asynchronous | 1.820436 | 646 | 0 | 646 | 1,727,015,682.447738 | 1,727,016,041.491227 | 359.043489 | 1.799225 | 5.393243 | [0.5267829895019531, 1.2564062476158142, 2.3253005743026733, 5.1489704847335815, 8.284650564193726, 9.625891923904419, 16.896998643875083] | 107.365842 | [0.09070088863372802, 0.09495782852172852, 0.09716796875, 0.10692167282104492, 0.11727011203765869, 0.11939889192581177, 0.13305325508117666] | 25.286473 | [0.003978309631347657, 0.013809442520141602, 0.021231365203857423, 0.022650480270385742, 0.034190702438354495, 0.046434307098388666, 0.0762366199493408] | 376.230189 | 256.137771 | [256.0, 256.0, 256.0, 257.0, 258.0] | 209.106811 | [20.0, 47.0, 198.0, 375.75, 655.0499999999995] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8002/v1 | h100x2 | LLM quantization - W8A8/Benchmarking |
asynchronous | 2.619135 | 925 | 0 | 925 | 1,727,016,042.285752 | 1,727,016,401.161696 | 358.875944 | 2.577492 | 5.862439 | [0.6331984901428223, 1.2552125930786133, 1.8899303913116456, 5.65740180015564, 9.078380298614503, 10.082479858398436, 16.276907176971434] | 108.085945 | [0.09031524658203124, 0.09628081321716309, 0.09801645278930664, 0.10745906829833984, 0.11909785270690919, 0.12169647216796875, 0.133371524810791] | 27.750847 | [0.0046463823318481446, 0.01246626377105713, 0.02033662796020508, 0.023500919342041016, 0.04657049179077148, 0.06440150737762448, 0.07638305187225342] | 534.591418 | 256.174054 | [256.0, 256.0, 256.0, 257.0, 258.0] | 207.407568 | [20.240000000000002, 43.2, 200.0, 360.7999999999997, 595.3199999999999] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8002/v1 | h100x2 | LLM quantization - W8A8/Benchmarking |
asynchronous | 3.417834 | 1,202 | 0 | 1,202 | 1,727,016,402.79794 | 1,727,016,761.814601 | 359.016661 | 3.348034 | 6.589514 | [0.7403227090835571, 1.559796965122223, 2.876399350166321, 6.295682787895203, 10.075854444503795, 11.007185745239259, 20.07909360170365] | 113.090682 | [0.09132062911987304, 0.09814404249191284, 0.09925546646118164, 0.11200141906738281, 0.12529854774475097, 0.13167994022369386, 0.15301952838897706] | 31.067848 | [0.0005116796493530273, 0.010956168174743652, 0.01834726333618164, 0.024869918823242188, 0.0612198829650879, 0.0696831464767456, 0.07727234840393066] | 698.065096 | 256.123128 | [256.0, 256.0, 256.0, 257.0, 258.0] | 208.5 | [21.009999999999998, 48.0, 199.0, 346.0, 644.7400000000002] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8002/v1 | h100x2 | LLM quantization - W8A8/Benchmarking |
asynchronous | 4.216533 | 1,485 | 0 | 1,485 | 1,727,016,761.919915 | 1,727,017,121.732929 | 359.813014 | 4.127144 | 7.328598 | [0.7240251731872559, 1.411879873275757, 2.1813262939453133, 6.8727216720581055, 11.30317029953003, 12.704984045028679, 24.736239814758335] | 114.288257 | [0.09215773582458496, 0.09801092147827148, 0.09963951110839844, 0.11254692077636719, 0.12686614990234377, 0.1338576793670654, 0.20261788368225234] | 34.568347 | [0.0005035400390625, 0.012160503864288331, 0.017052865028381346, 0.026289701461791992, 0.06642963886260987, 0.07186366319656372, 0.07984965801239005] | 861.683674 | 256.156902 | [256.0, 256.0, 256.0, 257.0, 258.0] | 208.784512 | [20.0, 40.0, 196.0, 359.0, 699.7600000000009] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8002/v1 | h100x2 | LLM quantization - W8A8/Benchmarking |
asynchronous | 5.015232 | 1,764 | 0 | 1,764 | 1,727,017,123.732142 | 1,727,017,481.863874 | 358.131732 | 4.925562 | 8.644879 | [0.8134911942481995, 1.8979701757431033, 3.799386310577393, 8.109256029129028, 13.003490805625917, 14.973796212673184, 32.39917904853812] | 116.72753 | [0.09336572885513306, 0.09982280731201172, 0.10091118812561035, 0.11331331729888916, 0.12772226333618164, 0.13877393007278443, 0.2587531661987301] | 39.539675 | [0.000263068675994873, 0.013837993144989014, 0.018208694458007813, 0.029070377349853516, 0.06800987720489503, 0.07127953767776489, 0.07855755090713493] | 1,062.748608 | 256.157029 | [256.0, 256.0, 256.0, 257.0, 258.0] | 215.761905 | [20.0, 47.0, 202.0, 374.8499999999999, 814.3999999999978] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8002/v1 | h100x2 | LLM quantization - W8A8/Benchmarking |
asynchronous | 5.813931 | 2,045 | 0 | 2,045 | 1,727,017,484.545501 | 1,727,017,841.937713 | 357.392212 | 5.722005 | 9.470664 | [1.0008609008789062, 2.085671329498291, 3.7672444343566895, 8.966256856918335, 14.200252056121826, 16.099889516830444, 31.793414802551208] | 125.812726 | [0.10015538215637207, 0.10362181663513184, 0.10636639595031738, 0.12025237083435059, 0.13933844566345216, 0.14776458740234374, 0.3055134296417236] | 44.381425 | [0.000125885009765625, 0.0128173828125, 0.01610112190246582, 0.04505586624145508, 0.06913590431213379, 0.07207608222961426, 0.08656616210937476] | 1,205.303266 | 256.135941 | [256.0, 256.0, 256.0, 257.0, 258.0] | 210.643521 | [20.44, 46.0, 200.0, 351.0, 719.0399999999995] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8002/v1 | h100x2 | LLM quantization - W8A8/Benchmarking |
asynchronous | 6.61263 | 2,298 | 0 | 2,298 | 1,727,017,843.940169 | 1,727,018,201.912728 | 357.972559 | 6.419486 | 11.529798 | [1.090001084804535, 2.3714951276779175, 4.525070595741273, 10.882482051849365, 17.884963154792786, 19.959003210067753, 40.55373081207287] | 135.032473 | [0.1004016137123108, 0.10671769380569458, 0.1089252233505249, 0.1255176067352295, 0.15043411254882813, 0.17682381868362443, 0.41186611175537113] | 53.802525 | [0.00011920928955078125, 0.014896953105926515, 0.017525434494018555, 0.06022167205810547, 0.07661318778991699, 0.08320044279098508, 0.13670875549316408] | 1,360.121012 | 256.138816 | [256.0, 256.0, 256.0, 257.0, 258.0] | 211.873803 | [20.0, 43.70000000000002, 201.0, 365.1500000000001, 735.0600000000004] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8002/v1 | h100x2 | LLM quantization - W8A8/Benchmarking |
asynchronous | 7.411328 | 2,556 | 0 | 2,556 | 1,727,018,201.979407 | 1,727,018,561.915085 | 359.935678 | 7.101269 | 16.793254 | [1.5117011666297913, 3.50054794549942, 6.626521348953247, 15.73440408706665, 26.16077196598053, 31.16610413789749, 58.963459777831936] | 154.690056 | [0.10538197755813598, 0.11270135641098022, 0.11591923236846924, 0.13586461544036865, 0.19289588928222656, 0.3089330196380615, 0.47322151660919176] | 77.695485 | [0.0001163482666015625, 0.020252478122711182, 0.03897452354431152, 0.07059252262115479, 0.12136113643646243, 0.13834036588668813, 0.30966200113296505] | 1,521.766341 | 256.143192 | [256.0, 256.0, 256.0, 257.0, 258.0] | 214.294992 | [21.0, 47.0, 201.5, 373.25, 703.3499999999995] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8002/v1 | h100x2 | LLM quantization - W8A8/Benchmarking |
synchronous | null | 109 | 0 | 109 | 1,726,969,547.241028 | 1,726,969,907.035116 | 359.794088 | 0.302951 | 3.300278 | [0.36846190452575683, 0.41963682174682615, 0.8513123035430908, 2.9797770977020264, 5.084165620803833, 6.117362689971923, 11.661821241378792] | 87.350121 | [0.06786615371704102, 0.07278265953063966, 0.08336343765258789, 0.08750247955322266, 0.09224429130554199, 0.09443454742431641, 0.1036217212677002] | 15.046442 | [0.004449224472045899, 0.013599824905395509, 0.01468348503112793, 0.015211820602416992, 0.015418052673339844, 0.015964937210083, 0.02505020141601563] | 64.687 | 256.110092 | [256.0, 256.0, 256.0, 257.0, 257.0] | 213.522936 | [20.0, 23.8, 193.0, 398.4, 759.3200000000005] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8001/v1 | h100x4 | LLM quantization - W8A8/Benchmarking |
throughput | null | 545 | 0 | 545 | 1,726,969,907.262511 | 1,726,969,958.007401 | 50.74489 | 10.739998 | 26.156458 | [4.94421875, 7.955932283401491, 12.800573301315307, 28.21479558944702, 36.36201252937317, 38.222715234756464, 45.759473905563326] | 9,447.785347 | [0.35626665115356443, 0.9619687080383301, 1.0515737533569336, 5.309283971786499, 22.40870990753174, 23.220764303207396, 23.905147495269762] | 78.882679 | [0.00012254714965820312, 0.0001979708671569825, 0.02416329383850098, 0.0549921989440918, 0.15754060745239257, 0.1823438286781311, 0.32848037242889405] | 2,278.318074 | 256.150459 | [256.0, 256.0, 256.0, 257.0, 258.0] | 212.133945 | [21.76, 43.400000000000006, 200.0, 364.39999999999986, 806.0399999999995] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8001/v1 | h100x4 | LLM quantization - W8A8/Benchmarking |
asynchronous | 1.462623 | 521 | 0 | 521 | 1,726,969,960.065671 | 1,726,970,316.463252 | 356.397582 | 1.461851 | 3.759467 | [0.3193561553955078, 0.8783254623413086, 1.5420258045196533, 3.5793070793151855, 5.689648151397705, 6.351312637329102, 13.950892305374092] | 86.202412 | [0.06678199768066406, 0.06884360313415527, 0.07004046440124512, 0.08595037460327148, 0.09933090209960938, 0.10247588157653809, 0.115091037750244] | 16.971529 | [0.002572641372680664, 0.010073959827423096, 0.015026354789733886, 0.015874147415161133, 0.018296647071838385, 0.028972816467285153, 0.05858404397964477] | 316.452764 | 256.117083 | [256.0, 256.0, 256.0, 257.0, 258.0] | 216.474088 | [16.4, 48.0, 206.0, 369.0, 797.5999999999979] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8001/v1 | h100x4 | LLM quantization - W8A8/Benchmarking |
asynchronous | 2.622295 | 935 | 0 | 935 | 1,726,970,319.920626 | 1,726,970,677.988969 | 358.068343 | 2.611233 | 4.13132 | [0.418056902885437, 0.9290776252746582, 1.5280821800231934, 3.888873338699341, 6.33667140007019, 7.062879252433776, 13.639344201087932] | 84.356216 | [0.0655501651763916, 0.0679858922958374, 0.06916155815124511, 0.0817420482635498, 0.09962220191955566, 0.10371224880218506, 0.1152210140228271] | 18.763646 | [0.0004105567932128906, 0.007516765594482422, 0.013883161544799806, 0.016701936721801758, 0.03023800849914552, 0.03602995872497558, 0.0594094181060791] | 563.356141 | 256.15508 | [256.0, 256.0, 256.0, 257.0, 258.0] | 215.743316 | [20.34, 47.0, 203.0, 371.0, 699.1399999999991] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8001/v1 | h100x4 | LLM quantization - W8A8/Benchmarking |
asynchronous | 3.781967 | 1,341 | 0 | 1,341 | 1,726,970,678.294186 | 1,726,971,037.829389 | 359.535203 | 3.729816 | 4.626489 | [0.48209080696105955, 1.0191237926483154, 1.7323787212371826, 4.348832845687866, 7.011165618896484, 8.08057427406311, 16.265574359893773] | 82.90913 | [0.06698436737060547, 0.0687556266784668, 0.06941461563110352, 0.08023190498352051, 0.09618973731994629, 0.1008446216583252, 0.14938955307006485] | 21.264647 | [0.0005013370513916016, 0.008008670806884766, 0.014673376083374025, 0.018003225326538086, 0.03592658042907715, 0.04467830657958985, 0.060218563079833975] | 797.190365 | 256.116331 | [256.0, 256.0, 256.0, 257.0, 258.0] | 213.734526 | [21.0, 47.0, 201.0, 371.0, 750.3999999999987] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8001/v1 | h100x4 | LLM quantization - W8A8/Benchmarking |
asynchronous | 4.941638 | 1,749 | 0 | 1,749 | 1,726,971,039.657946 | 1,726,971,397.632618 | 357.974672 | 4.885821 | 5.842064 | [0.5672176265716553, 1.2268066883087159, 2.079363775253296, 5.587802171707153, 8.846404314041138, 10.135431051254272, 22.082714557647705] | 86.942012 | [0.06983807563781738, 0.07201085090637208, 0.07317414283752441, 0.08347535133361816, 0.09931464195251466, 0.10711498260498045, 0.20222483634948715] | 26.686321 | [0.00027871131896972656, 0.009265768527984618, 0.014596128463745119, 0.02187204360961914, 0.04436709880828858, 0.04902113676071167, 0.06239396095275884] | 1,053.982389 | 256.128645 | [256.0, 256.0, 256.0, 257.0, 258.0] | 215.722699 | [20.0, 46.0, 205.0, 374.39999999999964, 780.04] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8001/v1 | h100x4 | LLM quantization - W8A8/Benchmarking |
asynchronous | 6.10131 | 2,156 | 0 | 2,156 | 1,726,971,398.706034 | 1,726,971,757.973728 | 359.267694 | 6.001096 | 6.443524 | [0.6544559717178344, 1.3824319243431091, 2.2694215774536133, 6.078616499900818, 9.865944623947144, 11.336580038070679, 21.561118996142998] | 92.401198 | [0.071102774143219, 0.07424277067184448, 0.07531452178955078, 0.08757340908050537, 0.10411727428436279, 0.11005496978759766, 0.27482693195343005] | 30.222239 | [0.00013446807861328125, 0.009780645370483398, 0.013885498046875, 0.02414846420288086, 0.04686379432678223, 0.049626827239990234, 0.06285439491271971] | 1,261.772232 | 256.152597 | [256.0, 256.0, 256.0, 257.0, 258.0] | 210.256957 | [20.55, 46.0, 199.0, 365.0, 691.0999999999894] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8001/v1 | h100x4 | LLM quantization - W8A8/Benchmarking |
asynchronous | 7.260982 | 2,563 | 0 | 2,563 | 1,726,971,759.165109 | 1,726,972,118.007759 | 358.84265 | 7.142406 | 7.684642 | [0.7575621700286865, 1.7318181991577148, 3.0313355922698975, 7.297518968582153, 11.575469493865967, 13.399815392494212, 27.019348688125625] | 102.865981 | [0.07533459186553955, 0.07741403579711914, 0.0803133487701416, 0.09463930130004883, 0.11467919349670411, 0.13168358802795413, 0.355856914520264] | 35.512743 | [0.0001220703125, 0.01129007339477539, 0.013648509979248047, 0.03542375564575195, 0.05368947982788086, 0.05861454010009763, 0.07312515258788999] | 1,525.615754 | 256.155677 | [256.0, 256.0, 256.0, 257.0, 258.0] | 213.599688 | [20.0, 47.0, 202.0, 366.8000000000002, 736.840000000002] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8001/v1 | h100x4 | LLM quantization - W8A8/Benchmarking |
asynchronous | 8.420654 | 2,945 | 0 | 2,945 | 1,726,972,118.193025 | 1,726,972,478.040813 | 359.847787 | 8.184016 | 9.687674 | [0.9286973476409912, 2.064893960952759, 3.583024406433106, 9.172072410583496, 14.98473401069641, 16.982131576538084, 32.683500070571895] | 115.571618 | [0.07943860054016114, 0.08288636207580566, 0.08433051109313965, 0.10005855560302734, 0.12817029953002926, 0.21715388298034613, 0.4895039367675776] | 45.121214 | [0.0001201629638671875, 0.014527380466461182, 0.017789602279663086, 0.045809268951416016, 0.06635689735412598, 0.07120382785797119, 0.11385577917098996] | 1,737.153937 | 256.139219 | [256.0, 256.0, 256.0, 257.0, 258.0] | 212.2618 | [20.0, 45.0, 202.0, 367.7999999999997, 717.4799999999996] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8001/v1 | h100x4 | LLM quantization - W8A8/Benchmarking |
asynchronous | 9.580326 | 3,339 | 0 | 3,339 | 1,726,972,478.085493 | 1,726,972,837.736748 | 359.651255 | 9.283994 | 11.681784 | [1.1019477796554566, 2.463626265525818, 4.336719703674317, 11.010626077651978, 17.887580919265748, 20.18964102268219, 41.576285152435204] | 135.095643 | [0.07942078113555909, 0.08503525257110596, 0.0868149757385254, 0.10233879089355469, 0.1960987091064454, 0.3987609863281247, 0.6109575653076171] | 54.485761 | [0.00011777877807617188, 0.00013208389282226562, 0.02458930015563965, 0.051203370094299316, 0.07440376281738281, 0.0840080499649048, 0.24490284442901616] | 1,969.204864 | 256.153639 | [256.0, 256.0, 256.0, 257.0, 258.0] | 212.107517 | [20.0, 44.0, 199.0, 360.0, 758.4799999999996] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8001/v1 | h100x4 | LLM quantization - W8A8/Benchmarking |
asynchronous | 10.739998 | 3,634 | 0 | 3,634 | 1,726,972,839.435109 | 1,726,973,198.039922 | 358.604813 | 10.133718 | 16.397822 | [1.442911024093628, 3.4356900095939635, 5.36053352355957, 15.724024772644043, 25.996151661872865, 29.624814093112946, 53.184031219482435] | 206.419079 | [0.07874474763870239, 0.0882981538772583, 0.09524242877960205, 0.14251434803009033, 0.4475835561752328, 0.6232798218727111, 0.9815766429901125] | 79.050568 | [0.00011730194091796875, 0.0001251697540283203, 0.014123940467834457, 0.06220579147338867, 0.13660986423492433, 0.16012576818466187, 0.47216510295867775] | 2,077.529281 | 256.142267 | [256.0, 256.0, 256.0, 257.0, 258.0] | 205.011558 | [20.0, 44.0, 197.5, 354.0, 661.3500000000004] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8001/v1 | h100x4 | LLM quantization - W8A8/Benchmarking |
synchronous | null | 158 | 0 | 158 | 1,726,966,640.63446 | 1,726,967,000.43725 | 359.80279 | 0.439129 | 2.276561 | [0.13876842498779296, 0.22881952524185184, 0.8791356801986695, 2.1363617181777954, 3.710570740699769, 5.143054842948919, 6.423156449794769] | 32.613089 | [0.02616138696670532, 0.02787494659423828, 0.028404712677001953, 0.03208017349243164, 0.03717682361602783, 0.03869805335998535, 0.04700935602188111] | 6.168203 | [0.0006725335121154785, 0.0051661610603332565, 0.0060422420501708984, 0.00618290901184082, 0.006292819976806641, 0.006343281269073485, 0.015978481769561712] | 159.770857 | 256.177215 | [256.0, 256.0, 256.0, 257.0, 258.0] | 363.835443 | [18.57, 33.50000000000001, 339.0, 830.6000000000008, 1024.0] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-8B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | h100x1 | LLM quantization - W8A8/Benchmarking |
throughput | null | 790 | 0 | 790 | 1,726,967,000.649365 | 1,726,967,064.235369 | 63.586004 | 12.424118 | 19.782369 | [1.8034555983543397, 6.558239209651947, 8.47006914615631, 18.93979251384735, 32.45173184871673, 38.12405785322189, 46.4242796278] | 3,760.58588 | [0.09957350492477417, 0.22917827367782592, 0.3856164216995239, 2.6718682050704956, 7.523605680465699, 8.037649905681608, 8.946825160980225] | 42.142601 | [0.00011396408081054688, 0.0001163482666015625, 0.00011801719665527344, 0.0001327991485595703, 0.14478468894958496, 0.18509578704833984, 0.28593478202819833] | 4,726.999391 | 256.127848 | [256.0, 256.0, 256.0, 257.0, 258.0] | 380.46962 | [19.89, 66.45, 338.0, 1006.3999999999996, 1025.0] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-8B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | h100x1 | LLM quantization - W8A8/Benchmarking |
asynchronous | 1.770795 | 633 | 0 | 633 | 1,726,967,064.23703 | 1,726,967,422.947269 | 358.71024 | 1.764656 | 2.745482 | [0.17599207878112794, 0.5532094001770019, 1.0394177913665772, 2.3910906314849854, 5.001286935806275, 6.947970914840692, 7.833500204086301] | 39.402231 | [0.03205718994140625, 0.033117055892944336, 0.033908748626708986, 0.037926673889160156, 0.0455915927886963, 0.04841632843017578, 0.06367167472839354] | 7.233122 | [0.0001480579376220703, 0.0031262755393981936, 0.0064678192138671875, 0.007127046585083008, 0.007781028747558594, 0.009008479118347165, 0.019033153057098386] | 660.285026 | 256.115324 | [256.0, 256.0, 256.0, 257.0, 258.0] | 374.172196 | [21.0, 75.0, 329.0, 950.1999999999999, 1024.0] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-8B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | h100x1 | LLM quantization - W8A8/Benchmarking |
asynchronous | 3.10246 | 1,110 | 0 | 1,110 | 1,726,967,424.568299 | 1,726,967,784.209461 | 359.641163 | 3.08641 | 2.957418 | [0.17665682077407838, 0.5740201354026795, 1.1015239477157592, 2.607745885848999, 5.404762935638429, 7.2004143238067595, 8.335286622047425] | 40.408377 | [0.031894724369049075, 0.033171117305755615, 0.03433914184570312, 0.03882122039794922, 0.04641954898834229, 0.04998973608016967, 0.06364591121673592] | 7.882023 | [0.00013971328735351562, 0.0036369800567626967, 0.006671905517578125, 0.007697343826293945, 0.00854039192199707, 0.01137628555297851, 0.01998352050781249] | 1,142.524946 | 256.120721 | [256.0, 256.0, 256.0, 257.0, 258.0] | 370.179279 | [19.09, 70.45, 328.5, 899.8999999999992, 1024.0] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-8B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | h100x1 | LLM quantization - W8A8/Benchmarking |
asynchronous | 4.434126 | 1,580 | 0 | 1,580 | 1,726,967,785.152934 | 1,726,968,144.119356 | 358.966422 | 4.401526 | 3.237294 | [0.16582128763198853, 0.5754557251930237, 1.18714280128479, 2.8695038557052612, 5.974124932289124, 7.630514705181121, 9.233607313632968] | 41.461737 | [0.03216829299926758, 0.03357410430908203, 0.03453736305236817, 0.03907358646392822, 0.045972037315368655, 0.05223958492279053, 0.07959182262420673] | 8.446991 | [0.0001289844512939453, 0.0032076954841613776, 0.006068968772888185, 0.008173704147338867, 0.009714841842651367, 0.017178046703338612, 0.02261504650115964] | 1,665.788116 | 256.137342 | [256.0, 256.0, 256.0, 257.0, 258.0] | 378.456962 | [17.0, 67.9, 340.0, 899.2499999999998, 1024.0] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-8B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | h100x1 | LLM quantization - W8A8/Benchmarking |
asynchronous | 5.765791 | 2,052 | 0 | 2,052 | 1,726,968,144.777405 | 1,726,968,504.030704 | 359.253299 | 5.711847 | 3.658469 | [0.2124118375778198, 0.6900992631912233, 1.3835055828094482, 3.1890194416046143, 6.645371580123902, 8.795731091499317, 10.34931993484497] | 45.679699 | [0.035592470169067386, 0.03744974136352539, 0.03822548389434814, 0.04174458980560303, 0.051759099960327154, 0.0608151078224182, 0.15308293819427496] | 9.702077 | [0.00012636184692382812, 0.00370633602142334, 0.005555868148803711, 0.00922703742980957, 0.01211237907409668, 0.019400358200073242, 0.02497050762176517] | 2,128.089019 | 256.157407 | [256.0, 256.0, 256.0, 257.0, 258.0] | 372.574561 | [20.0, 69.0, 326.5, 902.3499999999995, 1024.0] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-8B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | h100x1 | LLM quantization - W8A8/Benchmarking |
asynchronous | 7.097456 | 2,526 | 0 | 2,526 | 1,726,968,504.551129 | 1,726,968,864.18755 | 359.636421 | 7.02376 | 4.167652 | [0.24203085899353027, 0.8299775719642639, 1.4662513732910156, 3.647048592567444, 7.537758946418762, 10.44396048784256, 11.554297387599945] | 52.325668 | [0.03836435079574585, 0.03939908742904663, 0.0401228666305542, 0.046695828437805176, 0.06293892860412598, 0.07734566926956177, 0.20971137285232544] | 10.8224 | [0.00012003183364868181, 0.0039670467376708984, 0.006518363952636719, 0.010095357894897461, 0.017567157745361328, 0.020254850387573242, 0.027185463905334495] | 2,672.343354 | 256.151227 | [256.0, 256.0, 256.0, 257.0, 258.0] | 380.471892 | [20.0, 73.25, 334.0, 952.0, 1024.0] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-8B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | h100x1 | LLM quantization - W8A8/Benchmarking |
asynchronous | 8.429122 | 2,994 | 0 | 2,994 | 1,726,968,864.631604 | 1,726,969,224.213339 | 359.581736 | 8.326341 | 4.740947 | [0.25768778085708616, 0.8684469103813172, 1.7006811857223512, 4.1667033433914185, 8.662537860870366, 11.236674153804776, 13.650966951847076] | 67.980571 | [0.04064477205276489, 0.04294513463973999, 0.04477691650390625, 0.05629563331604004, 0.09148416519165045, 0.121192717552185, 0.2967018055915839] | 12.208919 | [0.00011706352233886719, 0.0001380443572998047, 0.007338523864746094, 0.01132965087890625, 0.01924300193786621, 0.02213120460510254, 0.03187053680419916] | 3,189.127494 | 256.149299 | [256.0, 256.0, 256.0, 257.0, 258.0] | 383.0167 | [19.0, 67.0, 341.0, 980.0499999999997, 1024.0] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-8B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | h100x1 | LLM quantization - W8A8/Benchmarking |
asynchronous | 9.760787 | 3,444 | 0 | 3,444 | 1,726,969,224.395145 | 1,726,969,584.287807 | 359.892662 | 9.56952 | 5.959405 | [0.35743438243865966, 1.1489713788032532, 2.1400233268737794, 5.225718379020691, 10.846701455116277, 14.492132616043087, 17.82083504676819] | 108.18632 | [0.044402682781219484, 0.04923765659332276, 0.05431456565856933, 0.08008182048797607, 0.17981116771698014, 0.25752261877059934, 0.5019841217994704] | 15.479675 | [0.00011539459228515625, 0.00012636184692382812, 0.00524139404296875, 0.01401209831237793, 0.022382259368896484, 0.028987407684326172, 0.041007041931152344] | 3,620.371122 | 256.142567 | [256.0, 256.0, 256.0, 257.0, 258.0] | 378.323171 | [20.0, 67.15, 334.5, 946.8499999999999, 1024.0] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-8B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | h100x1 | LLM quantization - W8A8/Benchmarking |
asynchronous | 11.092452 | 3,888 | 0 | 3,888 | 1,726,969,584.498364 | 1,726,969,944.198901 | 359.700537 | 10.808991 | 7.470765 | [0.5705333280563354, 1.5379582405090333, 2.7638772964477543, 6.59870445728302, 13.419303131103517, 18.52361638545989, 20.915666365623476] | 247.953072 | [0.06009797334671021, 0.08796273469924928, 0.11135175228118897, 0.2213752269744873, 0.37944180965423585, 0.5628110170364374, 0.9282457375526441] | 18.928769 | [0.00011396408081054688, 0.00011992454528808594, 0.00012493133544921875, 0.01838207244873047, 0.032602787017822266, 0.039140331745147694, 0.08535027027130127] | 4,127.711383 | 256.134002 | [256.0, 256.0, 256.0, 257.0, 258.0] | 381.877572 | [19.869999999999997, 68.0, 335.0, 1015.2999999999993, 1024.0] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-8B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | h100x1 | LLM quantization - W8A8/Benchmarking |
asynchronous | 12.424118 | 4,282 | 0 | 4,282 | 1,726,969,944.364973 | 1,726,970,304.374806 | 360.009833 | 11.89412 | 11.351786 | [1.0271462535858153, 2.339435684680939, 3.898970437049866, 9.908025860786438, 20.246801733970642, 25.59769287109375, 34.59030666828148] | 661.307734 | [0.056370651721954344, 0.17187892198562624, 0.3001384258270264, 0.5697363615036011, 1.1806881904602051, 1.4364869475364683, 2.0424202895164423] | 27.789458 | [0.00011324882507324219, 0.00011610984802246094, 0.000118255615234375, 0.0001361370086669922, 0.07443499565124512, 0.10286082029342641, 0.22511504888534561] | 4,579.891577 | 256.142457 | [256.0, 256.0, 256.0, 257.0, 258.0] | 385.055114 | [20.0, 68.05000000000001, 340.0, 972.0, 1025.0] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-8B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | h100x1 | LLM quantization - W8A8/Benchmarking |
synchronous | null | 25 | 0 | 25 | 1,726,859,465.340197 | 1,726,859,816.296339 | 350.956142 | 0.071234 | 14.037377 | [6.51780143737793, 7.294227170944215, 8.997194242477416, 13.252017259597778, 18.491804933547975, 24.11325774192808, 30.59887341499327] | 259.964218 | [0.24759033203125, 0.24966764450073242, 0.25395889282226564, 0.25893425941467285, 0.2672094821929932, 0.26746582984924316, 0.267675142288208] | 63.936684 | [0.059880433082580564, 0.0627293586730957, 0.06307182312011719, 0.0641167163848877, 0.06544332504272461, 0.06587046384811401, 0.06821172475814821] | 15.349496 | 256.28 | [256.0, 256.0, 256.0, 257.8, 258.0] | 215.48 | [97.92, 110.4, 205.0, 371.5999999999997, 476.3599999999998] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a6000x2 | LLM quantization - W8A8/Benchmarking |
throughput | null | 125 | 0 | 125 | 1,726,859,825.824345 | 1,726,859,885.068917 | 59.244573 | 2.109898 | 39.813677 | [16.632415056228638, 24.792514276504516, 28.05570797920227, 41.02268123626709, 50.73884301185608, 51.72710967063904, 53.7839929676056] | 10,210.283659 | [1.048264274597168, 7.479130697250366, 7.529118061065674, 8.048691511154175, 13.80110592842102, 13.923467969894409, 14.017595176696778] | 142.430417 | [0.06022980690002441, 0.07289595603942871, 0.08211536407470704, 0.11160755157470703, 0.17545595169067382, 0.20847020149230958, 0.5579842281341553] | 439.500174 | 256.096 | [256.0, 256.0, 256.0, 257.0, 257.76] | 208.304 | [20.96, 92.6, 207.0, 335.79999999999995, 356.56000000000006] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a6000x2 | LLM quantization - W8A8/Benchmarking |
asynchronous | 0.297752 | 102 | 0 | 102 | 1,726,859,885.072774 | 1,726,860,240.443277 | 355.370503 | 0.287024 | 16.663842 | [1.6518575286865234, 5.354037487506867, 7.989887142181397, 14.865046858787537, 24.43792569637299, 30.163642299175248, 51.39546549797058] | 302.1294 | [0.26434136152267457, 0.2696853160858154, 0.2730520725250244, 0.30310189723968506, 0.32912704944610593, 0.334219753742218, 0.339555549621582] | 70.489976 | [0.011122684478759765, 0.06343464851379395, 0.06468334197998046, 0.06731390953063965, 0.07122206687927246, 0.07615799903869629, 0.20690086364746102] | 66.631867 | 256.137255 | [256.0, 256.0, 256.0, 257.0, 257.0] | 232.147059 | [21.12, 73.30000000000001, 208.5, 416.4999999999999, 720.97] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a6000x2 | LLM quantization - W8A8/Benchmarking |
asynchronous | 0.52427 | 183 | 0 | 183 | 1,726,860,245.078775 | 1,726,860,604.896624 | 359.81785 | 0.508591 | 14.967311 | [1.001282377243042, 2.1180859804153442, 5.484712553024291, 14.553480386734009, 23.063482952117923, 26.13702876567841, 37.20043197631836] | 301.795251 | [0.2648274278640747, 0.27088496685028074, 0.27366018295288086, 0.29879164695739746, 0.3272144317626953, 0.3328890800476074, 0.3409771490097046] | 74.568132 | [0.009103717803955079, 0.06077203750610352, 0.06448721885681152, 0.06828093528747559, 0.07669548988342285, 0.1400750637054443, 0.21939592361450183] | 100.050623 | 256.163934 | [256.0, 256.0, 256.0, 257.0, 258.0] | 196.721311 | [10.82, 26.1, 192.0, 346.9000000000001, 485.44000000000005] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a6000x2 | LLM quantization - W8A8/Benchmarking |
asynchronous | 0.750789 | 257 | 0 | 257 | 1,726,860,607.753227 | 1,726,860,963.585133 | 355.831907 | 0.722251 | 17.529423 | [2.0237270641326903, 3.8295692920684816, 6.598617315292358, 16.91966938972473, 27.02291750907898, 29.384534978866565, 49.13607815742492] | 300.769686 | [0.26089141845703123, 0.2705685138702393, 0.27389326095581057, 0.2965693473815918, 0.3304422855377197, 0.33458709716796875, 0.3424302291870117] | 80.843438 | [0.010850000381469726, 0.04958951473236084, 0.06458568572998047, 0.07126080989837646, 0.13910293579101562, 0.18382751941680908, 0.2240295886993408] | 153.929423 | 256.210117 | [256.0, 256.0, 256.0, 258.0, 258.0] | 213.124514 | [22.68, 45.6, 205.0, 357.99999999999983, 597.8799999999999] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a6000x2 | LLM quantization - W8A8/Benchmarking |
asynchronous | 0.977307 | 335 | 0 | 335 | 1,726,860,965.116089 | 1,726,861,324.483258 | 359.367169 | 0.932194 | 17.88753 | [1.5628643560409545, 3.6138909339904783, 5.679370117187499, 16.831790924072266, 28.171325016021733, 30.362588071823122, 52.36473140239716] | 306.885516 | [0.2659759998321533, 0.27195043563842775, 0.27716712951660155, 0.3003244400024414, 0.3368517875671387, 0.3430354356765747, 0.35633876323699953] | 87.342799 | [0.010498394966125488, 0.03821976184844971, 0.06365799903869629, 0.07377362251281738, 0.150881290435791, 0.1999383091926574, 0.22561034679412825] | 187.649306 | 256.176119 | [256.0, 256.0, 256.0, 257.0, 258.0] | 201.298507 | [15.379999999999999, 38.4, 190.0, 347.90000000000003, 585.3000000000002] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a6000x2 | LLM quantization - W8A8/Benchmarking |
asynchronous | 1.203825 | 410 | 0 | 410 | 1,726,861,336.7719 | 1,726,861,685.069882 | 348.297982 | 1.177153 | 21.055762 | [2.0828178310394287, 4.754267692565918, 8.964011740684509, 19.14539873600006, 32.02216010093689, 36.33740272521971, 95.97866665124782] | 310.245372 | [0.2712255096435547, 0.2774046421051025, 0.281965970993042, 0.30418896675109863, 0.34082508087158203, 0.348360800743103, 0.3582618355751037] | 96.900834 | [0.01158432960510254, 0.03596758842468262, 0.05753612518310547, 0.07876443862915039, 0.1849837303161621, 0.20819973945617676, 0.2326115131378173] | 252.057159 | 256.160976 | [256.0, 256.0, 256.0, 257.0, 258.0] | 214.12439 | [21.18, 46.900000000000006, 196.0, 363.0999999999999, 972.4899999999892] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a6000x2 | LLM quantization - W8A8/Benchmarking |
asynchronous | 1.430343 | 482 | 0 | 482 | 1,726,861,690.065287 | 1,726,862,045.128109 | 355.062822 | 1.357506 | 26.013862 | [2.4451648855209354, 5.63495101928711, 11.388404870033265, 23.741764187812805, 39.41476285457611, 43.15233011245727, 89.5413057756424] | 325.618263 | [0.2775140380859375, 0.28833373785018923, 0.29295365810394286, 0.31810617446899414, 0.36768786907196044, 0.3756092071533203, 0.39197166204452516] | 119.245587 | [0.013803668022155763, 0.03585808277130127, 0.05426359176635742, 0.09501218795776367, 0.20611672401428227, 0.22336652278900146, 0.24725994110107422] | 292.536964 | 256.103734 | [256.0, 256.0, 256.0, 257.0, 258.0] | 215.495851 | [20.0, 45.0, 198.0, 352.69999999999993, 729.14] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a6000x2 | LLM quantization - W8A8/Benchmarking |
asynchronous | 1.656861 | 559 | 0 | 559 | 1,726,862,047.597479 | 1,726,862,405.172738 | 357.575259 | 1.563307 | 26.113623 | [2.5488345575332643, 5.3209048986434935, 7.4662979602813735, 24.78512406349182, 40.57447743415832, 45.16564953327179, 87.12051123619031] | 330.096202 | [0.2802280950546265, 0.2874992847442627, 0.2938554286956787, 0.32176828384399414, 0.3736904144287109, 0.38222053050994875, 0.40614626884460436] | 129.83182 | [0.0013856267929077148, 0.03258066177368164, 0.05025157928466797, 0.10429835319519043, 0.21416492462158204, 0.23046364784240722, 0.2556700038909912] | 310.541619 | 256.139535 | [256.0, 256.0, 256.0, 257.0, 258.0] | 198.644007 | [19.58, 41.0, 192.0, 338.1, 651.4599999999954] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a6000x2 | LLM quantization - W8A8/Benchmarking |
asynchronous | 1.88338 | 615 | 0 | 615 | 1,726,862,406.297301 | 1,726,862,765.164479 | 358.867178 | 1.713726 | 29.934154 | [1.95541392326355, 3.6883066654205323, 7.17217984199524, 29.240890741348267, 46.2509512424469, 52.72918560504911, 97.37682288169869] | 337.631884 | [0.28207329750061033, 0.2901357650756836, 0.295456600189209, 0.32700443267822266, 0.38510589599609374, 0.3912718057632446, 0.4702652692794806] | 145.137432 | [0.0004992485046386719, 0.0331684947013855, 0.050266265869140625, 0.1747375726699829, 0.223852276802063, 0.2378515601158142, 0.26266238689422605] | 349.630748 | 256.131707 | [256.0, 256.0, 256.0, 257.0, 258.0] | 204.017886 | [12.14, 24.0, 198.0, 357.89999999999986, 655.2000000000003] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a6000x2 | LLM quantization - W8A8/Benchmarking |
asynchronous | 2.109898 | 693 | 0 | 693 | 1,726,862,771.445081 | 1,726,863,125.11708 | 353.671999 | 1.959443 | 31.76938 | [3.1283429431915284, 7.749974870681763, 11.953452873229981, 30.849424839019775, 50.22847681045534, 54.47068533897399, 92.40131624221821] | 341.03728 | [0.28142671585083007, 0.2895360946655273, 0.2959156036376953, 0.3303799629211426, 0.3894519805908203, 0.3995779037475586, 0.47651450157165587] | 153.676675 | [0.00035119056701660156, 0.033864307403564456, 0.04820284843444825, 0.1833362579345703, 0.22722911834716802, 0.23983201980590818, 0.2737308597564697] | 400.964736 | 256.155844 | [256.0, 256.0, 256.0, 257.0, 258.0] | 204.632035 | [20.0, 49.0, 199.0, 345.4, 593.3200000000012] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a6000x2 | LLM quantization - W8A8/Benchmarking |
synchronous | null | 31 | 0 | 31 | 1,726,855,312.860509 | 1,726,855,670.128207 | 357.267698 | 0.08677 | 11.524236 | [0.8996999740600586, 1.8721814155578613, 7.002079725265503, 12.008242845535278, 17.056820392608643, 18.482860922813416, 20.69735674858093] | 202.433071 | [0.19760756492614745, 0.19869112968444824, 0.19926667213439941, 0.20229291915893555, 0.2055518627166748, 0.20665264129638672, 0.20736174583435057] | 52.896194 | [0.05099262952804565, 0.05256938934326172, 0.052724027633666994, 0.05315220355987549, 0.0535430908203125, 0.0537205696105957, 0.05447487831115723] | 18.571508 | 256.129032 | [256.0, 256.0, 256.0, 257.0, 258.0] | 214.032258 | [14.2, 32.5, 223.0, 345.0, 386.49999999999994] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x1 | LLM quantization - W8A8/Benchmarking |
throughput | null | 155 | 0 | 155 | 1,726,855,672.900139 | 1,726,855,823.883727 | 150.983587 | 1.026602 | 80.177137 | [11.511811175346374, 16.96154546737671, 21.603933143615723, 81.17463159561157, 136.91241326332093, 143.98615152835845, 147.6570396089554] | 65,273.931414 | [0.882799072265625, 1.7470948934555055, 2.1443089485168456, 63.53333616256714, 122.89643959999083, 131.06920495033265, 135.20234114170074] | 75.091951 | [0.05208147048950195, 0.0558274507522583, 0.056177520751953126, 0.05797624588012695, 0.11469740867614751, 0.13805909156799315, 0.2697307825088501] | 203.876465 | 256.109677 | [256.0, 256.0, 256.0, 257.0, 258.0] | 198.593548 | [28.5, 50.0, 192.0, 359.9, 400.06000000000006] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x1 | LLM quantization - W8A8/Benchmarking |
asynchronous | 0.191195 | 67 | 0 | 67 | 1,726,855,823.887923 | 1,726,856,179.428516 | 355.540593 | 0.188445 | 11.616049 | [2.667974004745483, 3.407077550888062, 6.164836645126343, 11.110892295837402, 16.8820942401886, 18.874116516113276, 33.52591238021863] | 229.731983 | [0.20119103908538818, 0.20765652656555175, 0.208992338180542, 0.23023033142089844, 0.25055932998657227, 0.25265777111053467, 0.2549295377731323] | 54.693406 | [0.020512034893035887, 0.05273294448852539, 0.0529820442199707, 0.0537952184677124, 0.05468974113464355, 0.05508034229278564, 0.10990922451019283] | 39.227588 | 256.149254 | [256.0, 256.0, 256.0, 257.0, 258.0] | 208.164179 | [46.32, 60.00000000000001, 197.0, 337.69999999999993, 600.9400000000022] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x1 | LLM quantization - W8A8/Benchmarking |
asynchronous | 0.295621 | 102 | 0 | 102 | 1,726,856,187.273715 | 1,726,856,535.015112 | 347.741397 | 0.293321 | 11.763224 | [1.3507386445999146, 3.257764923572541, 4.934662175178528, 11.155208706855774, 17.974474430084232, 19.323410737514493, 31.590632767677267] | 229.313098 | [0.2032746195793152, 0.2063535451889038, 0.20773909091949463, 0.2286393642425537, 0.25187385082244873, 0.2551952600479126, 0.2585817575454712] | 56.079323 | [0.0157753849029541, 0.05319066047668457, 0.05353283882141113, 0.05431723594665527, 0.05539450645446777, 0.05605053901672363, 0.15063755035400392] | 60.329314 | 256.176471 | [256.0, 256.0, 256.0, 257.0, 258.0] | 205.676471 | [21.19, 56.55000000000001, 195.0, 337.74999999999994, 555.5699999999993] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x1 | LLM quantization - W8A8/Benchmarking |
asynchronous | 0.400047 | 139 | 0 | 139 | 1,726,856,543.8967 | 1,726,856,903.775754 | 359.879054 | 0.386241 | 11.747572 | [1.3653608131408692, 2.6708436727523805, 5.259045124053955, 10.904534101486206, 17.268737030029296, 19.27765045166015, 36.755867009162934] | 232.352037 | [0.20283318519592286, 0.2061711072921753, 0.2082963466644287, 0.23013591766357422, 0.25520763397216795, 0.26038644313812254, 0.2640498685836792] | 57.545914 | [0.011655359268188477, 0.05333976745605469, 0.053794336318969724, 0.05501747131347656, 0.056191015243530276, 0.0583369731903076, 0.16426825523376465] | 77.270404 | 256.115108 | [256.0, 256.0, 256.0, 257.0, 257.62] | 200.057554 | [21.900000000000002, 44.9, 184.0, 330.3999999999999, 624.7200000000005] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x1 | LLM quantization - W8A8/Benchmarking |
asynchronous | 0.504473 | 175 | 0 | 175 | 1,726,856,903.899972 | 1,726,857,260.114122 | 356.214151 | 0.491278 | 12.233803 | [1.4277351236343383, 2.868051600456238, 4.972488355636597, 11.666930198669434, 18.500064277648924, 20.151109647750847, 36.28804999351494] | 229.301947 | [0.20170964241027833, 0.20380890369415283, 0.20598053932189941, 0.22837114334106445, 0.2501488208770752, 0.25589029788970946, 0.26175025939941404] | 58.906716 | [0.011752557754516602, 0.05355367660522461, 0.054177474975585935, 0.05542278289794922, 0.0568199634552002, 0.1106546401977539, 0.16876315116882365] | 100.119549 | 256.16 | [256.0, 256.0, 256.0, 257.0, 258.0] | 203.794286 | [22.18, 46.400000000000006, 195.0, 339.29999999999995, 605.3999999999987] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x1 | LLM quantization - W8A8/Benchmarking |
asynchronous | 0.608899 | 211 | 0 | 211 | 1,726,857,265.548734 | 1,726,857,623.331593 | 357.782859 | 0.589743 | 12.932511 | [1.5758858680725099, 3.40025794506073, 5.829317331314087, 12.432430028915405, 19.704914569854736, 20.7841477394104, 40.29793682098392] | 232.743675 | [0.20395660400390625, 0.2095857858657837, 0.21306228637695312, 0.2313098907470703, 0.25362348556518555, 0.2564725875854492, 0.26061358451843264] | 60.492632 | [0.010238587856292725, 0.05351128578186035, 0.05477643013000488, 0.0559539794921875, 0.0578554630279541, 0.11301891803741454, 0.17418344736099245] | 123.820912 | 256.127962 | [256.0, 256.0, 256.0, 257.0, 258.0] | 209.957346 | [24.400000000000002, 55.0, 202.0, 339.5, 651.1000000000005] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x1 | LLM quantization - W8A8/Benchmarking |
asynchronous | 0.713324 | 248 | 0 | 248 | 1,726,857,625.320728 | 1,726,857,978.91399 | 353.593261 | 0.701371 | 12.82027 | [1.3172156715393066, 3.1374216318130492, 5.86434292793274, 12.224589705467224, 18.802457213401798, 22.198551464080808, 38.2696429681778] | 256.651833 | [0.20320635795593261, 0.20511376857757568, 0.2086397886276245, 0.23219025135040283, 0.2550945520401001, 0.26092158555984496, 1.262768156528473] | 61.905883 | [0.009061908721923828, 0.05345255136489868, 0.054810166358947754, 0.05621957778930664, 0.05898261070251465, 0.11451089382171631, 0.1773836612701416] | 142.349998 | 256.193548 | [256.0, 256.0, 256.0, 257.0, 258.0] | 202.959677 | [20.0, 48.0, 193.5, 348.1999999999998, 606.54] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x1 | LLM quantization - W8A8/Benchmarking |
asynchronous | 0.81775 | 283 | 0 | 283 | 1,726,857,987.584529 | 1,726,858,342.129412 | 354.544882 | 0.798206 | 12.486367 | [1.7096683311462402, 3.0337956666946413, 6.033861112594605, 11.960979223251343, 19.300318622589113, 20.56305594444275, 25.347876653671275] | 275.200521 | [0.20193083763122557, 0.20650606155395507, 0.2092510223388672, 0.23092103004455566, 0.257808256149292, 0.2652947664260864, 1.9529749679565487] | 63.271872 | [0.008473167419433594, 0.04904811382293705, 0.054814910888671874, 0.05655336380004883, 0.08594412803649902, 0.13291921615600566, 0.1783410692214966] | 154.051018 | 256.141343 | [256.0, 256.0, 256.0, 257.0, 258.0] | 192.996466 | [24.64, 46.1, 186.0, 320.79999999999995, 384.3800000000003] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x1 | LLM quantization - W8A8/Benchmarking |
asynchronous | 0.922176 | 322 | 0 | 322 | 1,726,858,349.34724 | 1,726,858,703.515771 | 354.168531 | 0.909172 | 13.310234 | [1.586226282119751, 3.07572500705719, 6.097948431968689, 13.105780720710754, 19.52825520038605, 22.57707493305206, 32.134645628929164] | 360.447966 | [0.20524315357208253, 0.20852679014205933, 0.21327521800994872, 0.235906720161438, 0.38693606853485235, 1.393041539192199, 2.4417251276969947] | 65.621209 | [0.008231277465820312, 0.042577362060546874, 0.05538344383239746, 0.05711483955383301, 0.11378903388977052, 0.1414412260055541, 0.1827941989898682] | 179.476702 | 256.136646 | [256.0, 256.0, 256.0, 257.0, 258.0] | 197.406832 | [21.0, 45.0, 191.5, 336.0, 484.59000000000043] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x1 | LLM quantization - W8A8/Benchmarking |
asynchronous | 1.026602 | 354 | 0 | 354 | 1,726,858,706.856304 | 1,726,859,063.792286 | 356.935983 | 0.991774 | 17.022386 | [2.3975249600410464, 5.5097887277603155, 8.060032320022584, 16.32494807243347, 24.92951121330261, 27.900754272937764, 47.984388191699736] | 2,943.558844 | [0.20646984815597536, 0.2155080795288086, 0.2229942798614502, 2.5260366201400757, 6.929649043083191, 7.553049647808073, 8.50517401695251] | 71.042198 | [0.009320449829101563, 0.04232468605041504, 0.05581741333007813, 0.05765366554260254, 0.11499366760253907, 0.13966941833496094, 0.23079891204833977] | 196.609486 | 256.163842 | [256.0, 256.0, 256.0, 257.0, 258.0] | 198.240113 | [18.060000000000002, 44.650000000000006, 190.5, 342.7999999999997, 564.6999999999967] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x1 | LLM quantization - W8A8/Benchmarking |
synchronous | null | 87 | 0 | 87 | 1,726,828,321.013246 | 1,726,828,678.432246 | 357.418999 | 0.243412 | 4.107641 | [0.4679488515853882, 1.1365666389465332, 1.4108810901641846, 4.065738201141357, 6.12643895149231, 6.65625, 10.231644978523256] | 113.559312 | [0.09277919292449952, 0.09772922992706298, 0.10494279861450195, 0.1156167984008789, 0.11952967643737793, 0.1206181526184082, 0.12350776195526124] | 21.472811 | [0.020129375457763672, 0.020818150043487547, 0.020963025093078614, 0.021555662155151367, 0.022209811210632324, 0.022436463832855226, 0.023207898139953612] | 45.271796 | 256.08046 | [256.0, 256.0, 256.0, 257.0, 257.14] | 185.988506 | [17.46, 48.3, 183.0, 306.1, 469.5200000000001] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x4 | LLM quantization - W8A8/Benchmarking |
throughput | null | 435 | 0 | 435 | 1,726,828,681.679338 | 1,726,828,743.566031 | 61.886692 | 7.028975 | 36.503198 | [10.433635907173157, 14.664336419105531, 19.681582784652715, 38.71312594413757, 48.312821006774904, 50.41988685131073, 58.13749631404876] | 12,120.151689 | [1.1486668682098389, 1.2104519844055175, 1.9736874103546143, 6.0737035274505615, 29.369647836685182, 31.57028636932373, 33.17426974773407] | 112.851248 | [0.00020647048950195312, 0.025508880615234375, 0.0404057502746582, 0.07749128341674805, 0.23729681968688965, 0.27949798107147217, 0.345800566673279] | 1,521.34484 | 256.14023 | [256.0, 256.0, 256.0, 257.0, 258.0] | 216.43908 | [30.08, 48.0, 210.0, 355.0, 709.4999999999992] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x4 | LLM quantization - W8A8/Benchmarking |
asynchronous | 0.997363 | 355 | 0 | 355 | 1,726,828,743.568322 | 1,726,829,103.529404 | 359.961081 | 0.986218 | 5.591705 | [0.629122052192688, 1.4978899002075194, 2.7277575016021727, 5.180795907974243, 8.224832344055178, 9.340289211273193, 20.367196445465005] | 111.640966 | [0.09517176628112793, 0.09708044528961182, 0.09896225929260254, 0.11005616188049316, 0.12635841369628908, 0.13366575241088868, 0.14135460376739498] | 24.311873 | [0.007451200485229493, 0.021464014053344728, 0.021912097930908203, 0.022913694381713867, 0.024291515350341797, 0.02698059082031247, 0.07469035148620608] | 222.279586 | 256.126761 | [256.0, 256.0, 256.0, 257.0, 258.0] | 225.385915 | [24.0, 57.099999999999994, 207.0, 377.4000000000001, 819.1399999999967] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x4 | LLM quantization - W8A8/Benchmarking |
asynchronous | 1.751315 | 621 | 0 | 621 | 1,726,829,104.144998 | 1,726,829,463.26126 | 359.116261 | 1.729245 | 6.341876 | [0.7051167011260986, 1.355234146118164, 2.305441379547119, 5.858171463012695, 9.497395038604736, 12.896713018417358, 23.31964287757865] | 111.971507 | [0.09471302032470703, 0.09732365608215332, 0.09937071800231934, 0.11050224304199219, 0.12809371948242188, 0.1333298683166504, 0.1433717727661132] | 28.190374 | [0.006765694618225098, 0.022175860404968262, 0.023283863067626955, 0.025412797927856445, 0.03175873756408692, 0.053666925430297836, 0.07826554298400881] | 382.23833 | 256.151369 | [256.0, 256.0, 256.0, 257.0, 258.0] | 221.043478 | [22.2, 44.0, 205.0, 468.0, 803.1999999999971] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x4 | LLM quantization - W8A8/Benchmarking |
asynchronous | 2.505266 | 885 | 0 | 885 | 1,726,829,464.937581 | 1,726,829,823.471731 | 358.53415 | 2.468384 | 7.302931 | [0.7463282585144043, 1.5048515796661377, 2.745121335983277, 6.859112501144409, 10.971726083755494, 12.753543806076049, 29.29864913940425] | 114.999838 | [0.09625797271728516, 0.09926447868347169, 0.10078263282775879, 0.11453127861022949, 0.12992982864379882, 0.13638567924499512, 0.14936101913452146] | 32.960332 | [0.00715301513671875, 0.019606876373291015, 0.024572134017944336, 0.028482437133789062, 0.057763099670410156, 0.06719532012939454, 0.08104890823364241] | 538.397807 | 256.109605 | [256.0, 256.0, 256.0, 257.0, 258.0] | 218.117514 | [21.0, 43.2, 205.0, 385.9999999999998, 877.5599999999987] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x4 | LLM quantization - W8A8/Benchmarking |
asynchronous | 3.259218 | 1,151 | 0 | 1,151 | 1,726,829,823.607448 | 1,726,830,182.502006 | 358.894559 | 3.20707 | 8.124774 | [0.7593158483505249, 1.5889211893081665, 2.9172184467315674, 7.774930000305176, 12.835064888000488, 14.344679713249207, 26.306110978126526] | 118.905209 | [0.09884846210479736, 0.10215580463409424, 0.10367441177368164, 0.11782598495483398, 0.13301634788513184, 0.13876521587371826, 0.15409767627716064] | 38.574053 | [0.008175528049468994, 0.0172526240348816, 0.02504856586456299, 0.03200650215148926, 0.06565134525299073, 0.07185611724853513, 0.08183605909347533] | 665.83623 | 256.165943 | [256.0, 256.0, 256.0, 257.0, 258.0] | 207.615117 | [17.5, 42.0, 198.0, 361.0, 647.5] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x4 | LLM quantization - W8A8/Benchmarking |
asynchronous | 4.013169 | 1,408 | 0 | 1,408 | 1,726,830,185.872985 | 1,726,830,543.514566 | 357.641582 | 3.936902 | 9.926349 | [0.8434362006187439, 2.0418746352195747, 3.8247276782989506, 9.302412152290344, 15.178433799743653, 17.86947262287138, 35.48341381549836] | 124.435838 | [0.10257210731506347, 0.10508049726486206, 0.10707626342773438, 0.12095677852630615, 0.13978092670440673, 0.14709643125534055, 0.20634679079056023] | 46.092138 | [0.0005328655242919922, 0.01782492399215698, 0.025442743301391603, 0.036540985107421875, 0.07221500873565674, 0.07611260414123533, 0.08588745117187502] | 837.520063 | 256.141335 | [256.0, 256.0, 256.0, 257.0, 258.0] | 212.735795 | [18.07, 44.0, 200.0, 377.0, 751.2300000000007] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x4 | LLM quantization - W8A8/Benchmarking |
asynchronous | 4.76712 | 1,655 | 0 | 1,655 | 1,726,830,544.692859 | 1,726,830,903.10848 | 358.415621 | 4.617544 | 11.483136 | [1.204687123298645, 2.3385641098022463, 3.9966034412384035, 10.700249910354614, 18.038460779190064, 20.627836775779716, 42.6593624782563] | 131.72818 | [0.10464365482330322, 0.10707223415374756, 0.10855689048767089, 0.12872600555419922, 0.14673728942871095, 0.1582625389099121, 0.28318268775939953] | 52.416058 | [0.00022339820861816406, 0.018302392959594727, 0.023090171813964843, 0.0469975471496582, 0.07676053047180176, 0.08003787994384766, 0.0894318675994873] | 1,000.54791 | 256.145015 | [256.0, 256.0, 256.0, 257.0, 258.0] | 216.683988 | [21.0, 45.0, 202.0, 391.99999999999955, 802.0] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x4 | LLM quantization - W8A8/Benchmarking |
asynchronous | 5.521072 | 1,900 | 0 | 1,900 | 1,726,830,903.873892 | 1,726,831,263.209396 | 359.335504 | 5.287538 | 14.361184 | [1.3366645121574403, 2.9444430351257322, 4.963224816322327, 13.671919226646423, 22.265955257415776, 24.98786959648132, 48.37328480243681] | 149.528006 | [0.10980101585388184, 0.11661305427551269, 0.1188704252243042, 0.14189577102661133, 0.1729782342910767, 0.18894559144973755, 0.40992987394332875] | 67.266068 | [0.00020742416381835938, 0.023714303970336914, 0.02630305290222168, 0.06964325904846191, 0.09416031837463379, 0.10035157203674316, 0.12911443710327206] | 1,117.788239 | 256.127368 | [256.0, 256.0, 256.0, 257.0, 258.0] | 211.400526 | [20.0, 42.95, 202.0, 368.0, 683.4699999999996] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x4 | LLM quantization - W8A8/Benchmarking |
asynchronous | 6.275023 | 2,150 | 0 | 2,150 | 1,726,831,264.919247 | 1,726,831,623.656153 | 358.736906 | 5.99325 | 16.878945 | [1.5309664916992187, 3.39892612695694, 5.828859519958496, 16.12097406387329, 25.82608530521393, 29.556519222259517, 59.81557048559168] | 163.197494 | [0.10914284706115723, 0.12138723134994507, 0.12425360679626465, 0.14248383045196533, 0.17538461685180667, 0.3271727919578552, 0.5698869776725717] | 78.819468 | [0.00020384788513183594, 0.029616713523864746, 0.05349099636077881, 0.07682371139526367, 0.09891128540039062, 0.10618633031845093, 0.29364871978759766] | 1,271.895901 | 256.130233 | [256.0, 256.0, 256.0, 257.0, 258.0] | 212.221395 | [20.0, 42.0, 202.0, 372.54999999999995, 743.1399999999967] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x4 | LLM quantization - W8A8/Benchmarking |
asynchronous | 7.028975 | 2,329 | 0 | 2,329 | 1,726,831,626.067437 | 1,726,831,983.684736 | 357.617299 | 6.512548 | 25.636516 | [2.556510181427002, 5.7227434635162355, 8.256859874725341, 24.641371250152588, 41.05883688926697, 46.24757375717162, 77.90622666358921] | 234.969283 | [0.11478806495666503, 0.12908596992492677, 0.14044828414916993, 0.19701099395751953, 0.36785302162170413, 0.564697790145874, 0.961200942993158] | 124.447554 | [0.00020241737365722656, 0.00021958351135253906, 0.05938827991485596, 0.10603857040405273, 0.2188646316528321, 0.24514293670654297, 0.5040606808662416] | 1,330.274015 | 256.162731 | [256.0, 256.0, 256.0, 257.0, 258.0] | 204.263203 | [20.28, 45.0, 197.0, 347.0, 578.1599999999994] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x4 | LLM quantization - W8A8/Benchmarking |
synchronous | null | 42 | 0 | 42 | 1,726,817,932.979256 | 1,726,818,291.109257 | 358.130001 | 0.117276 | 8.526553 | [0.9698952984809877, 1.8830853700637817, 4.292945623397827, 8.166805267333984, 11.725280523300171, 12.912678456306455, 29.247296438217084] | 178.9746 | [0.17594191312789917, 0.17648181915283204, 0.17678563594818114, 0.1785200834274292, 0.18323726654052735, 0.184080970287323, 0.18493064403533935] | 36.82454 | [0.03573568820953369, 0.03650233745574951, 0.03655385971069336, 0.036736488342285156, 0.03762917518615723, 0.038254165649414064, 0.04031143188476559] | 26.585318 | 256.166667 | [256.0, 256.0, 256.0, 257.0, 257.59] | 226.690476 | [22.48, 47.1, 217.0, 346.19999999999993, 789.4799999999979] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a6000x4 | LLM quantization - W8A8/Benchmarking |
throughput | null | 210 | 0 | 210 | 1,726,818,294.340359 | 1,726,818,373.311805 | 78.971446 | 2.659189 | 44.841539 | [23.797905414104463, 26.141960847377778, 32.932402920722964, 46.188443303108215, 53.02002942562103, 54.70630314350128, 68.785621945858] | 14,447.809974 | [1.3210858654975892, 7.244367337226867, 7.282085943222046, 16.150243401527405, 21.053271555900572, 21.1234259724617, 21.193482525348664] | 147.009584 | [0.03673980236053467, 0.04494786262512207, 0.06308889389038086, 0.1215970516204834, 0.13084936141967773, 0.13589632511138916, 0.2697026014328003] | 551.097923 | 256.185714 | [256.0, 256.0, 256.0, 257.0, 258.0] | 207.242857 | [18.09, 38.25000000000001, 203.0, 336.7499999999999, 716.64] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a6000x4 | LLM quantization - W8A8/Benchmarking |
asynchronous | 0.399711 | 141 | 0 | 141 | 1,726,818,375.81493 | 1,726,818,727.018257 | 351.203326 | 0.401477 | 8.851121 | [1.7283018112182618, 2.0097475051879883, 4.03429651260376, 8.22856068611145, 12.986956357955933, 16.208149194717407, 29.204930114746052] | 201.608203 | [0.1789708614349365, 0.1812283992767334, 0.18323874473571777, 0.19913840293884277, 0.21472573280334473, 0.2162473201751709, 0.2907895565032953] | 40.430638 | [0.009174802303314208, 0.036846721172332765, 0.03739461898803711, 0.03833127021789551, 0.04108262062072754, 0.04220556020736694, 0.14444293737411498] | 85.901806 | 256.134752 | [256.0, 256.0, 256.0, 257.0, 258.0] | 213.964539 | [40.4, 48.0, 197.0, 384.0, 707.7999999999989] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a6000x4 | LLM quantization - W8A8/Benchmarking |
asynchronous | 0.682145 | 239 | 0 | 239 | 1,726,818,733.315378 | 1,726,819,090.664524 | 357.349146 | 0.668814 | 9.907295 | [1.028285493850708, 2.1428930282592775, 3.2271483898162843, 8.809041976928711, 15.76109123229981, 19.09529104232788, 43.925536050796545] | 205.200338 | [0.18126471042633058, 0.18426191806793213, 0.18782463073730468, 0.2051081657409668, 0.2210472583770752, 0.22610456943511964, 0.2315155267715454] | 46.126442 | [0.009356269836425781, 0.037715911865234375, 0.03888058662414551, 0.04087567329406738, 0.05087637901306152, 0.0807564735412597, 0.15838351249694818] | 140.713922 | 256.146444 | [256.0, 256.0, 256.0, 257.0, 258.0] | 210.393305 | [21.759999999999998, 45.9, 189.0, 414.69999999999993, 876.8600000000005] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a6000x4 | LLM quantization - W8A8/Benchmarking |
asynchronous | 0.96458 | 334 | 0 | 334 | 1,726,819,094.356547 | 1,726,819,452.433018 | 358.076471 | 0.932762 | 11.812655 | [1.3075008869171143, 2.383279597759247, 3.9791784524917624, 11.298588156700134, 17.404547572135925, 20.30443764925001, 40.81337841033948] | 215.895106 | [0.1882308006286621, 0.1930056095123291, 0.1955214262008667, 0.21726465225219727, 0.23495819568634033, 0.23875362873077394, 0.244270977973938] | 56.127702 | [0.00818692684173584, 0.037742757797241226, 0.04644007682800293, 0.04942440986633301, 0.09640760421752931, 0.13501880168914787, 0.17053602218627922] | 192.743745 | 256.167665 | [256.0, 256.0, 256.0, 257.0, 258.0] | 206.637725 | [20.0, 39.0, 198.0, 355.1499999999997, 718.7900000000022] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a6000x4 | LLM quantization - W8A8/Benchmarking |
asynchronous | 1.247015 | 432 | 0 | 432 | 1,726,819,453.322662 | 1,726,819,813.316122 | 359.99346 | 1.200022 | 13.730333 | [1.2979501223564147, 2.8136322021484377, 4.8478326320648195, 12.815667510032654, 20.52369108200073, 23.790461647510526, 62.65107987403869] | 219.95542 | [0.19200228691101073, 0.1960226774215698, 0.1992185115814209, 0.21867001056671143, 0.2410412073135376, 0.24426017999649047, 0.254447922706604] | 61.7448 | [0.00782918930053711, 0.0295107364654541, 0.04748344421386719, 0.05242562294006348, 0.10642766952514648, 0.14952754974365234, 0.17242074012756348] | 262.596437 | 256.136574 | [256.0, 256.0, 256.0, 257.0, 258.0] | 218.826389 | [20.0, 43.55, 206.5, 381.39999999999986, 1005.1199999999999] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a6000x4 | LLM quantization - W8A8/Benchmarking |
asynchronous | 1.52945 | 531 | 0 | 531 | 1,726,819,813.985732 | 1,726,820,173.300169 | 359.314437 | 1.477814 | 14.164491 | [1.6118810415267943, 2.8349504470825195, 5.858396053314209, 13.406771183013916, 21.58110737800598, 24.484347939491272, 42.289180088043445] | 220.545912 | [0.19033076763153076, 0.1956195831298828, 0.1991724967956543, 0.22001266479492188, 0.2424013614654541, 0.24744904041290283, 0.25724370479583747] | 66.211215 | [0.007428479194641113, 0.024359202384948736, 0.04573483467102051, 0.05308365821838379, 0.12799127101898156, 0.15747212171554564, 0.17371731519699096] | 311.189834 | 256.163842 | [256.0, 256.0, 256.0, 257.0, 258.0] | 210.574388 | [23.0, 41.0, 200.0, 361.0, 622.8000000000029] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a6000x4 | LLM quantization - W8A8/Benchmarking |
asynchronous | 1.811885 | 619 | 0 | 619 | 1,726,820,173.340273 | 1,726,820,531.850403 | 358.51013 | 1.72659 | 15.332813 | [1.549649305343628, 3.0576201677322388, 4.367567873001098, 14.619258403778076, 24.445536518096922, 28.534864521026613, 51.37528048038512] | 225.407877 | [0.19696759700775146, 0.19994745254516602, 0.20303044319152833, 0.22471070289611816, 0.24717340469360352, 0.2518164157867432, 0.26535388946533206] | 73.003578 | [0.008032956123352052, 0.02014636993408203, 0.03966126441955567, 0.05595278739929199, 0.14420142173767092, 0.16569118499755858, 0.17678308486938477] | 357.331605 | 256.166397 | [256.0, 256.0, 256.0, 257.0, 258.0] | 206.957997 | [20.0, 41.0, 196.0, 376.3000000000003, 698.3000000000033] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a6000x4 | LLM quantization - W8A8/Benchmarking |
asynchronous | 2.094319 | 714 | 0 | 714 | 1,726,820,535.281866 | 1,726,820,892.919675 | 357.637809 | 1.996433 | 19.324802 | [2.0843919372558593, 4.195915305614471, 6.513716983795166, 17.90209722518921, 29.536323928833013, 34.56182439327241, 71.73516281127931] | 238.582735 | [0.19917511224746703, 0.2087255597114563, 0.2128880500793457, 0.2377527952194214, 0.26717410087585447, 0.27134767770767215, 0.27809858560562134] | 89.770284 | [0.01079904556274414, 0.022046661376953124, 0.03309316635131836, 0.06741809844970703, 0.163361120223999, 0.17521452903747559, 0.18613760948181157] | 424.516078 | 256.161064 | [256.0, 256.0, 256.0, 257.0, 258.0] | 212.637255 | [22.13, 46.0, 198.0, 374.8000000000002, 772.9700000000001] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a6000x4 | LLM quantization - W8A8/Benchmarking |
asynchronous | 2.376754 | 806 | 0 | 806 | 1,726,820,896.326396 | 1,726,821,252.138334 | 355.811938 | 2.265242 | 19.591141 | [1.978204357624054, 3.840131640434265, 5.364267349243164, 19.033158659934998, 31.135302901268005, 33.694227397441864, 57.51640774011614] | 241.142345 | [0.20390788316726685, 0.21130359172821045, 0.21556568145751953, 0.23924469947814941, 0.26905572414398193, 0.2735159397125244, 0.2840887546539307] | 97.462514 | [0.012220170497894287, 0.023181986808776856, 0.030780220031738283, 0.07251691818237305, 0.1676182746887207, 0.17628791332244875, 0.18788899421691888] | 449.900588 | 256.169975 | [256.0, 256.0, 256.0, 257.0, 258.0] | 198.610422 | [20.0, 40.25, 195.0, 342.0, 605.6000000000013] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a6000x4 | LLM quantization - W8A8/Benchmarking |
asynchronous | 2.659189 | 893 | 0 | 893 | 1,726,821,259.038618 | 1,726,821,612.675034 | 353.636415 | 2.525192 | 22.426856 | [2.2760846710205076, 4.532768726348877, 6.806147193908692, 21.46125054359436, 36.118073797225954, 39.62800159454345, 80.5977492809296] | 246.867636 | [0.200560941696167, 0.2156919479370117, 0.21855711936950684, 0.2469475269317627, 0.27861900329589845, 0.2822627067565918, 0.294965877532959] | 109.835807 | [0.015131149291992187, 0.026573991775512694, 0.03055872917175293, 0.13852834701538086, 0.17357816696166994, 0.17884020805358886, 0.1909681129455567] | 510.134115 | 256.139978 | [256.0, 256.0, 256.0, 257.0, 258.0] | 202.017917 | [20.92, 41.0, 193.0, 357.19999999999993, 721.5600000000003] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a6000x4 | LLM quantization - W8A8/Benchmarking |
synchronous | null | 49 | 0 | 49 | 1,726,806,801.202935 | 1,726,807,156.02135 | 354.818415 | 0.138099 | 7.240687 | [0.6405169773101806, 1.1501434326171878, 1.7448027610778811, 7.068780422210693, 10.113820552825928, 10.380395984649658, 25.599652671813896] | 135.240078 | [0.12438749313354493, 0.12568883895874022, 0.12692079544067383, 0.13640117645263672, 0.14201154708862304, 0.14440813064575195, 0.14754371643066405] | 32.736754 | [0.031685829162597656, 0.032191336154937744, 0.03232455253601074, 0.03283345699310303, 0.03343403339385986, 0.03366506099700928, 0.03435621261596679] | 29.973078 | 256.122449 | [256.0, 256.0, 256.0, 257.0, 257.0] | 217.040816 | [16.72, 31.600000000000005, 212.0, 312.0, 773.4399999999979] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x2 | LLM quantization - W8A8/Benchmarking |
throughput | null | 245 | 0 | 245 | 1,726,807,163.101064 | 1,726,807,225.294852 | 62.193788 | 3.9393 | 30.782599 | [13.760295057296753, 16.929500579833984, 20.617143964767457, 31.441338539123535, 37.28759899139404, 40.71841158866879, 62.60481439590454] | 7,330.523968 | [0.720735092163086, 2.2781617641448975, 2.315889835357666, 7.5130109786987305, 10.75868911743164, 10.81248755455017, 10.869043207168579] | 104.635754 | [0.00024861812591552734, 0.036561357975006106, 0.037798833847045896, 0.09181880950927734, 0.1036348819732666, 0.10865144729614257, 0.2760325527191162] | 884.895446 | 256.130612 | [256.0, 256.0, 256.0, 257.0, 258.0] | 224.632653 | [25.0, 50.6, 203.0, 399.9999999999992, 1024.0] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x2 | LLM quantization - W8A8/Benchmarking |
asynchronous | 0.560455 | 196 | 0 | 196 | 1,726,807,225.297689 | 1,726,807,578.59377 | 353.296081 | 0.554775 | 7.775629 | [0.4578717350959778, 1.4665844440460205, 1.7585535049438477, 7.638908386230469, 12.179379105567932, 14.819797337055206, 21.4666287899018] | 151.920968 | [0.13032279014587403, 0.1326810121536255, 0.13688302040100098, 0.1517733335494995, 0.166717529296875, 0.1710835099220276, 0.18198157548904442] | 35.747492 | [0.010398530960083007, 0.032922887802124025, 0.03320193290710449, 0.03429102897644043, 0.03566632270812988, 0.03659796714782715, 0.10081758499145509] | 118.294547 | 256.137755 | [256.0, 256.0, 256.0, 257.0, 258.0] | 213.229592 | [9.95, 40.0, 210.0, 405.75, 587.2500000000018] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x2 | LLM quantization - W8A8/Benchmarking |
asynchronous | 0.98281 | 346 | 0 | 346 | 1,726,807,586.321055 | 1,726,807,945.201204 | 358.880149 | 0.96411 | 7.644682 | [0.9574084043502807, 1.7905399799346924, 2.929449677467346, 7.427215218544006, 11.742513060569763, 13.084298014640808, 18.225577640533466] | 149.475162 | [0.1290358066558838, 0.13179856538772583, 0.13410472869873047, 0.14995598793029785, 0.16364574432373047, 0.16639524698257446, 0.1793113112449646] | 37.969637 | [0.007522010803222657, 0.03307957649230957, 0.033864498138427734, 0.0350494384765625, 0.03737044334411621, 0.07058043479919432, 0.10810036659240728] | 190.322591 | 256.153179 | [256.0, 256.0, 256.0, 257.0, 258.0] | 197.407514 | [23.45, 45.25, 192.5, 341.0, 474.7000000000004] | false | prompt_tokens=256,generated_tokens=1024 | emulated | 360 | neuralmagic/Meta-Llama-3.1-70B-Instruct-quantized.w8a8 | http://localhost:8000/v1 | a100x2 | LLM quantization - W8A8/Benchmarking |