Datasets:

optimum-benchmark
/

rocm

Dataset card Viewer Files Files and versions Community

IlyasMoutawwakil HF staff commited on Sep 22, 2024

Commit

069eb02

verified ·

1 Parent(s): 0a70818

Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub

Browse files

Files changed (1) hide show

cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json +231 -225

cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json CHANGED Viewed

@@ -111,24 +111,24 @@
         "load": {
             "memory": {
                 "unit": "MB",
-                "max_ram": 1079.427072,
                 "max_global_vram": 68702.69952,
-                "max_process_vram": 48210.128896,
                 "max_reserved": 725.614592,
                 "max_allocated": 666.338304
             },
             "latency": {
                 "unit": "s",
                 "count": 1,
-                "total": 8.2098349609375,
-                "mean": 8.2098349609375,
                 "stdev": 0.0,
-                "p50": 8.2098349609375,
-                "p90": 8.2098349609375,
-                "p95": 8.2098349609375,
-                "p99": 8.2098349609375,
                 "values": [
-                    8.2098349609375
                 ]
             },
             "throughput": null,
@@ -138,90 +138,92 @@
         "prefill": {
             "memory": {
                 "unit": "MB",
-                "max_ram": 1248.661504,
                 "max_global_vram": 68702.69952,
-                "max_process_vram": 292966.27712,
                 "max_reserved": 725.614592,
                 "max_allocated": 513.035264
             },
             "latency": {
                 "unit": "s",
-                "count": 62,
-                "total": 0.5162918047904969,
-                "mean": 0.008327287174040274,
-                "stdev": 0.00048310163198400695,
-                "p50": 0.00828285837173462,
-                "p90": 0.008949465370178223,
-                "p95": 0.009027905225753785,
-                "p99": 0.009282508707046508,
                 "values": [
-                    0.009115496635437011,
-                    0.00890749740600586,
-                    0.008935497283935548,
-                    0.009232775688171387,
-                    0.008784137725830077,
-                    0.009029577255249024,
-                    0.008951017379760742,
-                    0.008996136665344238,
-                    0.00898013687133789,
-                    0.008283019065856934,
-                    0.008347338676452636,
-                    0.008309578895568848,
-                    0.008335179328918457,
-                    0.009360296249389648,
-                    0.008819018363952637,
-                    0.008791977882385255,
-                    0.008465739250183105,
-                    0.007797579765319824,
-                    0.0077886199951171875,
-                    0.007986859798431396,
-                    0.007789899826049804,
-                    0.0078027000427246095,
-                    0.007982860088348389,
-                    0.007812779903411865,
-                    0.007791500091552734,
-                    0.007880459785461426,
-                    0.007860779762268066,
-                    0.007783339977264404,
-                    0.007789420127868652,
-                    0.007801420211791992,
-                    0.008006540298461914,
-                    0.008282697677612305,
-                    0.008368778228759765,
-                    0.00883213710784912,
-                    0.008314538955688476,
-                    0.008858217239379882,
-                    0.00878109836578369,
-                    0.008869257926940918,
-                    0.008789258003234863,
-                    0.00821885871887207,
-                    0.008324778556823731,
-                    0.008157419204711915,
-                    0.00800734043121338,
-                    0.007810540199279785,
-                    0.0077979001998901365,
-                    0.00791037893295288,
-                    0.007818699836730957,
-                    0.007819340229034424,
-                    0.00782397985458374,
-                    0.007826859951019288,
-                    0.007916460037231446,
-                    0.008845097541809082,
-                    0.008767818450927735,
-                    0.008749897003173829,
-                    0.008140938758850098,
-                    0.008821416854858398,
-                    0.008743818283081056,
-                    0.008764938354492187,
-                    0.007954380035400391,
-                    0.007809899806976319,
-                    0.007802219867706299,
-                    0.0078436598777771
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
-                "value": 240.1742558170514
             },
             "energy": null,
             "efficiency": null
@@ -229,90 +231,92 @@
         "decode": {
             "memory": {
                 "unit": "MB",
-                "max_ram": 1248.661504,
                 "max_global_vram": 68702.69952,
-                "max_process_vram": 285022.097408,
                 "max_reserved": 725.614592,
                 "max_allocated": 513.259008
             },
             "latency": {
                 "unit": "s",
-                "count": 62,
-                "total": 0.4931841707229615,
-                "mean": 0.007954583398757443,
-                "stdev": 0.0005243054261635719,
-                "p50": 0.00787310004234314,
-                "p90": 0.008452489948272704,
-                "p95": 0.008513657855987549,
-                "p99": 0.009441260566711426,
                 "values": [
-                    0.00872509765625,
-                    0.00846957778930664,
-                    0.008386058807373047,
-                    0.008715337753295898,
-                    0.008305739402770997,
-                    0.008455657958984375,
-                    0.008415497779846192,
-                    0.00851597785949707,
-                    0.008264779090881347,
-                    0.008057418823242188,
-                    0.008202058792114258,
-                    0.007918539047241211,
-                    0.010561412811279296,
-                    0.008358378410339356,
-                    0.008384298324584961,
-                    0.008363978385925293,
-                    0.0074619011878967285,
-                    0.00743342113494873,
-                    0.007461421012878418,
-                    0.007465260982513428,
-                    0.007452301025390625,
-                    0.007455501079559326,
-                    0.00757326078414917,
-                    0.007442700862884522,
-                    0.0074964599609375,
-                    0.007773580074310303,
-                    0.007500461101531982,
-                    0.007448300838470459,
-                    0.00752846097946167,
-                    0.00749213981628418,
-                    0.007857100009918213,
-                    0.0080860595703125,
-                    0.007896940231323242,
-                    0.007999660015106201,
-                    0.007727019786834717,
-                    0.00846253776550293,
-                    0.008382858276367188,
-                    0.008423977851867676,
-                    0.008061899185180663,
-                    0.007657899856567383,
-                    0.007885900020599365,
-                    0.007641580104827881,
-                    0.007541259765625,
-                    0.007495820999145508,
-                    0.0074998211860656736,
-                    0.007518860816955566,
-                    0.007454380989074707,
-                    0.007491500854492188,
-                    0.007596139907836914,
-                    0.00747774076461792,
-                    0.008259979248046875,
-                    0.008325578689575196,
-                    0.008338699340820313,
-                    0.007860300064086913,
-                    0.008279499053955077,
-                    0.008303659439086914,
-                    0.008306218147277831,
-                    0.008124617576599122,
-                    0.0075591797828674315,
-                    0.007475340843200683,
-                    0.00748366117477417,
-                    0.007623499870300293
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
-                "value": 125.71368604372246
             },
             "energy": null,
             "efficiency": null
@@ -321,82 +325,84 @@
             "memory": null,
             "latency": {
                 "unit": "s",
-                "count": 62,
-                "total": 0.4589682607650756,
-                "mean": 0.007402713883307671,
-                "stdev": 0.000510705125465212,
-                "p50": 0.007343341112136841,
-                "p90": 0.007881084108352662,
-                "p95": 0.007962475895881652,
-                "p99": 0.008792196741104128,
                 "values": [
-                    0.008060619354248047,
-                    0.007838540077209473,
                     0.007757579803466797,
-                    0.008094379425048828,
-                    0.00773774003982544,
-                    0.007936298847198486,
-                    0.007881420135498047,
-                    0.007962699890136718,
-                    0.00775438117980957,
-                    0.007494221210479737,
-                    0.007645579814910888,
-                    0.0073841409683227536,
-                    0.009883654594421388,
-                    0.007807499885559082,
-                    0.007806059837341309,
-                    0.007810540199279785,
-                    0.006931501865386963,
-                    0.0069041428565979005,
-                    0.006935503005981445,
-                    0.006912621974945068,
-                    0.006927341938018799,
-                    0.006929101943969726,
-                    0.007036141872406006,
-                    0.006896942138671875,
-                    0.006934062004089355,
-                    0.007228141784667969,
-                    0.006907021999359131,
-                    0.006915341854095459,
-                    0.006978861808776856,
-                    0.006933102130889893,
-                    0.007344301223754883,
-                    0.007533740997314453,
-                    0.0073583807945251465,
-                    0.007455980777740479,
-                    0.007136620998382568,
-                    0.007958220005035401,
-                    0.00787805986404419,
-                    0.007866539955139161,
-                    0.007497419834136963,
-                    0.007089101791381836,
-                    0.007322061061859131,
-                    0.007079661846160889,
-                    0.006959181785583496,
-                    0.0069393420219421385,
-                    0.006928142070770264,
-                    0.006967982769012451,
-                    0.0069271821975708005,
-                    0.006931342124938965,
-                    0.0070676617622375485,
-                    0.006931662082672119,
-                    0.007727180004119873,
-                    0.007798699855804443,
-                    0.007800139904022217,
-                    0.007342381000518799,
-                    0.007747660160064698,
-                    0.007789740085601807,
-                    0.007779980182647705,
-                    0.007635980129241943,
-                    0.0070145421028137206,
-                    0.006936142921447754,
-                    0.006944461822509766,
-                    0.007053582191467285
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
-                "value": 135.08559371109737
             },
             "energy": null,
             "efficiency": null

         "load": {
             "memory": {
                 "unit": "MB",
+                "max_ram": 1078.730752,
                 "max_global_vram": 68702.69952,
+                "max_process_vram": 48814.563328,
                 "max_reserved": 725.614592,
                 "max_allocated": 666.338304
             },
             "latency": {
                 "unit": "s",
                 "count": 1,
+                "total": 8.2401591796875,
+                "mean": 8.2401591796875,
                 "stdev": 0.0,
+                "p50": 8.2401591796875,
+                "p90": 8.2401591796875,
+                "p95": 8.2401591796875,
+                "p99": 8.2401591796875,
                 "values": [
+                    8.2401591796875
                 ]
             },
             "throughput": null,
         "prefill": {
             "memory": {
                 "unit": "MB",
+                "max_ram": 1248.006144,
                 "max_global_vram": 68702.69952,
+                "max_process_vram": 276885.147648,
                 "max_reserved": 725.614592,
                 "max_allocated": 513.035264
             },
             "latency": {
                 "unit": "s",
+                "count": 64,
+                "total": 0.5316273217201234,
+                "mean": 0.008306676901876926,
+                "stdev": 0.0014337414956753468,
+                "p50": 0.00795718002319336,
+                "p90": 0.008894137859344483,
+                "p95": 0.008942977952957152,
+                "p99": 0.01513989028930663,
                 "values": [
+                    0.008524298667907715,
+                    0.00841133975982666,
+                    0.008454379081726074,
+                    0.009001578330993652,
+                    0.008405099868774414,
+                    0.008218218803405761,
+                    0.008089579582214356,
+                    0.008037579536437989,
+                    0.007989099979400635,
+                    0.007969740867614747,
+                    0.007967339992523194,
+                    0.008015819549560547,
+                    0.007977099895477294,
+                    0.008074540138244629,
+                    0.007820940017700196,
+                    0.007785261154174805,
+                    0.007818220138549804,
+                    0.017983955383300783,
+                    0.007910540103912353,
+                    0.007974219799041749,
+                    0.00797565984725952,
+                    0.007811820030212403,
+                    0.007800621032714844,
+                    0.00781118106842041,
+                    0.007806540966033936,
+                    0.0077862200736999515,
+                    0.007811501026153565,
+                    0.007813261032104493,
+                    0.00783646011352539,
+                    0.007803980827331543,
+                    0.007808460235595703,
+                    0.007815660953521729,
+                    0.00827758026123047,
+                    0.008331499099731444,
+                    0.013469566345214843,
+                    0.007931340217590331,
+                    0.007845099925994872,
+                    0.00780686092376709,
+                    0.007831500053405762,
+                    0.007827341079711914,
+                    0.007849899768829346,
+                    0.007839820861816406,
+                    0.007825740814208984,
+                    0.007828460216522217,
+                    0.007819981098175048,
+                    0.007952939987182618,
+                    0.00781742000579834,
+                    0.007798861026763916,
+                    0.00782270097732544,
+                    0.007826381206512452,
+                    0.007961420059204102,
+                    0.007789421081542969,
+                    0.007967339992523194,
+                    0.007807341098785401,
+                    0.00799149990081787,
+                    0.008220620155334472,
+                    0.008913738250732422,
+                    0.008404619216918945,
+                    0.00822093963623047,
+                    0.008679339408874512,
+                    0.008872298240661622,
+                    0.008903497695922852,
+                    0.008938217163085937,
+                    0.00894381809234619
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
+                "value": 240.7701688202285
             },
             "energy": null,
             "efficiency": null
         "decode": {
             "memory": {
                 "unit": "MB",
+                "max_ram": 1248.116736,
                 "max_global_vram": 68702.69952,
+                "max_process_vram": 305735.118848,
                 "max_reserved": 725.614592,
                 "max_allocated": 513.259008
             },
             "latency": {
                 "unit": "s",
+                "count": 64,
+                "total": 0.4826258425712585,
+                "mean": 0.007541028790175915,
+                "stdev": 0.0008990888346526478,
+                "p50": 0.007255981922149659,
+                "p90": 0.00816849193572998,
+                "p95": 0.008192106819152832,
+                "p99": 0.010503216381072983,
                 "values": [
+                    0.007806060791015625,
+                    0.0076465411186218265,
+                    0.007974380970001221,
+                    0.007864941120147705,
+                    0.007598540782928467,
+                    0.0074603018760681155,
+                    0.007382381916046143,
+                    0.0073655819892883305,
+                    0.007302862167358398,
+                    0.007510540962219238,
+                    0.007345582008361816,
+                    0.007293101787567139,
+                    0.0072329421043395995,
+                    0.0071857419013977054,
+                    0.007217902183532715,
+                    0.007181581974029541,
+                    0.007194862842559814,
+                    0.007227821826934815,
+                    0.007802220821380615,
+                    0.007183981895446777,
+                    0.007412302017211914,
+                    0.007178701877593994,
+                    0.0073191819190979,
+                    0.007172942161560059,
+                    0.007200302124023438,
+                    0.007604142189025879,
+                    0.007203022003173828,
+                    0.0072022218704223635,
+                    0.007240461826324463,
+                    0.00724766206741333,
+                    0.0072377419471740725,
+                    0.007331020832061767,
+                    0.007655341148376465,
+                    0.007331021785736084,
+                    0.007233582019805908,
+                    0.007394062042236328,
+                    0.007214541912078857,
+                    0.007244142055511474,
+                    0.007231982231140137,
+                    0.007210221767425537,
+                    0.007189103126525879,
+                    0.007178542137145996,
+                    0.007215022087097168,
+                    0.007203661918640137,
+                    0.007188782215118408,
+                    0.007234861850738525,
+                    0.007228783130645752,
+                    0.0072383818626403805,
+                    0.007312301158905029,
+                    0.0072067022323608395,
+                    0.007264301776885986,
+                    0.014169404029846192,
+                    0.007232461929321289,
+                    0.007205421924591064,
+                    0.007185902118682861,
+                    0.008192778587341309,
+                    0.008175020217895507,
+                    0.007515981197357178,
+                    0.007648621082305908,
+                    0.008321739196777344,
+                    0.008188300132751465,
+                    0.008350058555603028,
+                    0.008183979988098144,
+                    0.00815325927734375
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
+                "value": 132.6079011000132
             },
             "energy": null,
             "efficiency": null
             "memory": null,
             "latency": {
                 "unit": "s",
+                "count": 64,
+                "total": 0.45706510734558115,
+                "mean": 0.007141642302274704,
+                "stdev": 0.0009043949159083764,
+                "p50": 0.006873662948608398,
+                "p90": 0.007738028383255005,
+                "p95": 0.007757507991790771,
+                "p99": 0.010112587218284591,
                 "values": [
+                    0.00729678201675415,
+                    0.007168302059173584,
+                    0.0074267020225524906,
+                    0.007356622219085693,
+                    0.007142221927642823,
+                    0.007035502910614014,
+                    0.006971823215484619,
+                    0.006961263179779052,
+                    0.006909422874450684,
+                    0.007114702224731445,
+                    0.006937582969665527,
+                    0.006898383140563965,
+                    0.006845263004302979,
+                    0.006801103115081787,
+                    0.006832462787628174,
+                    0.006800783157348633,
+                    0.006829422950744629,
+                    0.0068211030960083005,
+                    0.007416781902313233,
+                    0.006803822994232178,
+                    0.007033263206481934,
+                    0.006803983211517334,
+                    0.006942543029785156,
+                    0.006796302795410156,
+                    0.006821903228759765,
+                    0.007222702026367187,
+                    0.0068235030174255374,
+                    0.006829102993011474,
+                    0.006860783100128174,
+                    0.00687086296081543,
+                    0.006861903190612793,
+                    0.006891663074493408,
+                    0.007225741863250732,
+                    0.006922062873840332,
+                    0.006825743198394775,
+                    0.007017743110656738,
+                    0.006838542938232422,
+                    0.006865423202514648,
+                    0.006856943130493164,
+                    0.0068419032096862795,
+                    0.006799024105072021,
+                    0.006798383235931397,
+                    0.006832942962646484,
+                    0.006835342884063721,
+                    0.0068137431144714355,
+                    0.006852462768554688,
+                    0.00684846305847168,
+                    0.006855982780456543,
+                    0.006941902160644531,
+                    0.006834543228149414,
+                    0.006876462936401367,
+                    0.013888444900512695,
+                    0.006859823226928711,
+                    0.006823822975158691,
+                    0.0068063831329345705,
                     0.007757579803466797,
+                    0.007742381095886231,
+                    0.007106381893157959,
+                    0.007253421783447266,
+                    0.007887020111083984,
+                    0.007757101058959961,
+                    0.007895020008087159,
+                    0.0077375807762145995,
+                    0.00773822021484375
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
+                "value": 140.02381492580318
             },
             "energy": null,
             "efficiency": null