Datasets:

optimum-benchmark
/

rocm

Dataset card Viewer Files Files and versions Community

IlyasMoutawwakil HF staff commited on Sep 17, 2024

Commit

5165a38

verified ·

1 Parent(s): e728b3f

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 +223 -225

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

@@ -11,7 +11,7 @@
             "model": "openai-community/gpt2",
             "processor": "openai-community/gpt2",
             "device": "cuda",
-            "device_ids": "6",
             "seed": 42,
             "inter_op_num_threads": null,
             "intra_op_num_threads": null,
@@ -111,289 +111,287 @@
         "load": {
             "memory": {
                 "unit": "MB",
-                "max_ram": 1043.324928,
                 "max_global_vram": 68702.69952,
-                "max_process_vram": 46061.113344,
                 "max_reserved": 725.614592,
                 "max_allocated": 666.338304
             },
             "latency": {
                 "unit": "s",
                 "count": 1,
-                "total": 8.326921875,
-                "mean": 8.326921875,
                 "stdev": 0.0,
-                "p50": 8.326921875,
-                "p90": 8.326921875,
-                "p95": 8.326921875,
-                "p99": 8.326921875,
                 "values": [
-                    8.326921875
                 ]
             },
             "throughput": null,
             "energy": null,
-            "efficiency": null
         },
         "prefill": {
             "memory": {
                 "unit": "MB",
-                "max_ram": 1212.628992,
                 "max_global_vram": 68702.69952,
-                "max_process_vram": 290360.324096,
                 "max_reserved": 725.614592,
                 "max_allocated": 513.035264
             },
             "latency": {
                 "unit": "s",
-                "count": 60,
-                "total": 0.5254757347106935,
-                "mean": 0.008757928911844888,
-                "stdev": 0.0008448583024234487,
-                "p50": 0.008556339263916015,
-                "p90": 0.008891236019134522,
-                "p95": 0.009277875852584837,
-                "p99": 0.011828829479217512,
                 "values": [
-                    0.009211540222167969,
-                    0.009265299797058105,
-                    0.009629781723022462,
-                    0.008891379356384278,
-                    0.00884193992614746,
-                    0.008780340194702148,
-                    0.008801939964294434,
-                    0.008891220092773438,
-                    0.00885282039642334,
-                    0.008838898658752441,
-                    0.008870100021362305,
-                    0.009516820907592774,
-                    0.008744819641113281,
-                    0.008689940452575684,
-                    0.008525138854980468,
-                    0.008528658866882324,
-                    0.008545298576354981,
-                    0.008566099166870117,
-                    0.00850113868713379,
-                    0.00852881908416748,
-                    0.00851073932647705,
-                    0.008618900299072266,
-                    0.008514578819274903,
-                    0.008539539337158203,
-                    0.008512978553771972,
-                    0.00853585910797119,
-                    0.008554738998413086,
-                    0.008527539253234863,
-                    0.008526259422302247,
-                    0.00860193920135498,
-                    0.008490259170532227,
-                    0.008507219314575196,
-                    0.008534419059753417,
-                    0.008573939323425293,
-                    0.008555699348449707,
-                    0.008551379203796387,
-                    0.008556979179382324,
-                    0.008526578903198242,
-                    0.008550579071044923,
-                    0.008535698890686035,
-                    0.008543059349060059,
-                    0.01499331283569336,
-                    0.008617138862609864,
-                    0.00850049877166748,
-                    0.008485459327697753,
-                    0.008600338935852051,
-                    0.008531859397888183,
-                    0.00871697998046875,
-                    0.00851681900024414,
-                    0.008523058891296387,
-                    0.008557619094848633,
-                    0.00848897933959961,
-                    0.008524978637695312,
-                    0.008529298782348633,
-                    0.008559219360351563,
-                    0.00858866024017334,
-                    0.008557779312133789,
-                    0.008647858619689941,
-                    0.008572978973388672,
-                    0.008572018623352051
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
-                "value": 228.36449349286772
             },
             "energy": null,
-            "efficiency": null
         },
         "decode": {
             "memory": {
                 "unit": "MB",
-                "max_ram": 1212.690432,
                 "max_global_vram": 68702.69952,
-                "max_process_vram": 294882.451456,
                 "max_reserved": 725.614592,
                 "max_allocated": 513.259008
             },
             "latency": {
                 "unit": "s",
-                "count": 60,
-                "total": 0.48628315830230723,
-                "mean": 0.008104719305038453,
-                "stdev": 0.0009175851619445586,
-                "p50": 0.007862898111343383,
-                "p90": 0.008450082969665528,
-                "p95": 0.008667475366592408,
-                "p99": 0.011252923831939675,
                 "values": [
-                    0.008735058784484863,
-                    0.014876193046569824,
-                    0.008462899208068848,
-                    0.008321619033813477,
-                    0.008291057586669922,
-                    0.008325938224792481,
-                    0.00844865894317627,
-                    0.008399538040161133,
-                    0.008322579383850098,
-                    0.008597298622131348,
-                    0.008385619163513184,
-                    0.008669299125671387,
-                    0.007843377113342286,
-                    0.00786225700378418,
-                    0.007840817928314208,
-                    0.00781265687942505,
-                    0.007814577102661133,
-                    0.00782401704788208,
-                    0.007830256938934327,
-                    0.007841938018798828,
-                    0.007825936794281006,
-                    0.00785569715499878,
-                    0.007972497940063477,
-                    0.007831057071685792,
-                    0.007794737815856934,
-                    0.007807537078857422,
-                    0.007806897163391113,
-                    0.00786305809020996,
-                    0.007803697109222412,
-                    0.007973137855529786,
-                    0.0078718581199646,
-                    0.007834577083587646,
-                    0.007845297813415527,
-                    0.007882737159729003,
-                    0.007857297897338867,
-                    0.007978898048400879,
-                    0.00785025691986084,
-                    0.007905938148498536,
-                    0.007854736804962159,
-                    0.007879858016967773,
-                    0.00785681676864624,
-                    0.008044978141784669,
-                    0.007913137912750244,
-                    0.008083058357238769,
-                    0.007865137100219726,
-                    0.00785329818725586,
-                    0.00785729694366455,
-                    0.007825936794281006,
-                    0.008667379379272462,
-                    0.007846898078918457,
-                    0.007849936962127685,
-                    0.007882577896118164,
-                    0.00783937692642212,
-                    0.00787409782409668,
-                    0.007833296775817872,
-                    0.007921297073364258,
-                    0.007868658065795899,
-                    0.00785937786102295,
-                    0.007876495838165283,
-                    0.007862738132476807
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
-                "value": 123.38490234675136
             },
             "energy": null,
-            "efficiency": null
         },
         "per_token": {
             "memory": null,
             "latency": {
                 "unit": "s",
-                "count": 60,
-                "total": 0.45994709730148303,
-                "mean": 0.007665784955024719,
-                "stdev": 0.0008913701656646703,
-                "p50": 0.007455216884613037,
-                "p90": 0.00788156886100769,
-                "p95": 0.008131313705444336,
-                "p99": 0.010740464067459087,
                 "values": [
-                    0.008126097679138184,
-                    0.014315872192382813,
-                    0.007898416996002198,
-                    0.007796018123626709,
-                    0.007756176948547363,
-                    0.007802737236022949,
-                    0.0078796968460083,
-                    0.00784305715560913,
-                    0.00777105712890625,
-                    0.008046737670898437,
-                    0.007819538116455077,
-                    0.00823041820526123,
-                    0.007435535907745362,
-                    0.007463056087493897,
-                    0.00742177677154541,
-                    0.007408815860748291,
-                    0.007417457103729248,
-                    0.007410255908966065,
-                    0.007423855781555176,
-                    0.0074409770965576175,
-                    0.007428016185760498,
-                    0.007436655998229981,
-                    0.007570096969604492,
-                    0.007427696228027344,
-                    0.007383377075195313,
-                    0.007407855987548828,
-                    0.0073964958190917965,
-                    0.007433456897735596,
-                    0.007394735813140869,
-                    0.007556817054748535,
-                    0.007455216884613037,
-                    0.007418896198272705,
-                    0.007433297157287598,
-                    0.007465775966644287,
-                    0.007455216884613037,
-                    0.007556336879730225,
-                    0.007439695835113526,
-                    0.0074910569190979005,
-                    0.007445775985717774,
-                    0.007462576866149902,
-                    0.00744193696975708,
-                    0.007605456829071045,
-                    0.007474417209625244,
-                    0.0076587371826171875,
-                    0.007447535991668701,
-                    0.00743377685546875,
-                    0.007442895889282227,
-                    0.007421135902404785,
-                    0.008255858421325684,
-                    0.0074294571876525875,
-                    0.007446896076202392,
-                    0.007469936847686768,
-                    0.0074246559143066404,
-                    0.00746161699295044,
-                    0.00742145586013794,
-                    0.007511856079101563,
-                    0.007453456878662109,
-                    0.007459856986999512,
-                    0.007463535785675049,
-                    0.007456017017364502
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
-                "value": 130.449785099245
             },
             "energy": null,
-            "efficiency": null
         }
     }
 }

             "model": "openai-community/gpt2",
             "processor": "openai-community/gpt2",
             "device": "cuda",
+            "device_ids": "5",
             "seed": 42,
             "inter_op_num_threads": null,
             "intra_op_num_threads": null,
         "load": {
             "memory": {
                 "unit": "MB",
+                "max_ram": 1043.247104,
                 "max_global_vram": 68702.69952,
+                "max_process_vram": 45415.432192,
                 "max_reserved": 725.614592,
                 "max_allocated": 666.338304
             },
             "latency": {
                 "unit": "s",
                 "count": 1,
+                "total": 8.367431640625,
+                "mean": 8.367431640625,
                 "stdev": 0.0,
+                "p50": 8.367431640625,
+                "p90": 8.367431640625,
+                "p95": 8.367431640625,
+                "p99": 8.367431640625,
                 "values": [
+                    8.367431640625
                 ]
             },
             "throughput": null,
             "energy": null,
+            "efficiency": null,
+            "measures": null
         },
         "prefill": {
             "memory": {
                 "unit": "MB",
+                "max_ram": 1212.612608,
                 "max_global_vram": 68702.69952,
+                "max_process_vram": 281661.939712,
                 "max_reserved": 725.614592,
                 "max_allocated": 513.035264
             },
             "latency": {
                 "unit": "s",
+                "count": 58,
+                "total": 0.5181479825973512,
+                "mean": 0.00893358590685088,
+                "stdev": 0.0007658238908340112,
+                "p50": 0.008807076454162597,
+                "p90": 0.009048018646240235,
+                "p95": 0.009226009798049927,
+                "p99": 0.011787808895111083,
                 "values": [
+                    0.009214513778686524,
+                    0.009291153907775879,
+                    0.008987794876098633,
+                    0.008765715599060059,
+                    0.0087524356842041,
+                    0.00874587631225586,
+                    0.008729235649108887,
+                    0.008773877143859863,
+                    0.008827316284179687,
+                    0.008723636627197266,
+                    0.008847636222839355,
+                    0.008839956283569336,
+                    0.008781076431274414,
+                    0.008978675842285157,
+                    0.008846675872802735,
+                    0.008761555671691894,
+                    0.00886491584777832,
+                    0.00900091552734375,
+                    0.008996115684509278,
+                    0.008777396202087402,
+                    0.008710516929626464,
+                    0.008773076057434081,
+                    0.008849716186523438,
+                    0.01451640796661377,
+                    0.008962835311889648,
+                    0.009006196022033692,
+                    0.009082514762878418,
+                    0.009002676010131836,
+                    0.008876115798950195,
+                    0.008902996063232423,
+                    0.009028915405273438,
+                    0.008907635688781739,
+                    0.008893715858459472,
+                    0.008837716102600097,
+                    0.008819315910339355,
+                    0.008740276336669921,
+                    0.00879483699798584,
+                    0.008785395622253419,
+                    0.00872107696533203,
+                    0.008851635932922363,
+                    0.009033234596252441,
+                    0.008854195594787598,
+                    0.009729392051696777,
+                    0.009148754119873048,
+                    0.008638997077941895,
+                    0.008756436347961426,
+                    0.008596117019653321,
+                    0.00861899757385254,
+                    0.00865611743927002,
+                    0.008658677101135255,
+                    0.008641716957092285,
+                    0.0086332368850708,
+                    0.008594358444213867,
+                    0.008665716171264649,
+                    0.008574836730957032,
+                    0.008591156959533691,
+                    0.008597077369689942,
+                    0.008588916778564453
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
+                "value": 223.8742673830745
             },
             "energy": null,
+            "efficiency": null,
+            "measures": null
         },
         "decode": {
             "memory": {
                 "unit": "MB",
+                "max_ram": 1212.637184,
                 "max_global_vram": 68702.69952,
+                "max_process_vram": 302773.57568,
                 "max_reserved": 725.614592,
                 "max_allocated": 513.259008
             },
             "latency": {
                 "unit": "s",
+                "count": 58,
+                "total": 0.48895133638381966,
+                "mean": 0.008430195454893442,
+                "stdev": 0.0014566379032155664,
+                "p50": 0.008228679180145264,
+                "p90": 0.008515173816680908,
+                "p95": 0.008637028551101685,
+                "p99": 0.01333178178787231,
                 "values": [
+                    0.008822996139526368,
+                    0.00851243782043457,
+                    0.008276119232177734,
+                    0.008245399475097656,
+                    0.008183320045471192,
+                    0.008159799575805664,
+                    0.008177240371704102,
+                    0.008159479141235352,
+                    0.00820139980316162,
+                    0.008408597946166992,
+                    0.008344119071960449,
+                    0.008226038932800293,
+                    0.008218198776245118,
+                    0.00821099853515625,
+                    0.008231319427490235,
+                    0.008145879745483399,
+                    0.00821660041809082,
+                    0.008494518280029296,
+                    0.008202519416809082,
+                    0.008231319427490235,
+                    0.008262518882751466,
+                    0.008239639282226563,
+                    0.008456117630004882,
+                    0.008195638656616211,
+                    0.00820300006866455,
+                    0.008555316925048828,
+                    0.008521557807922363,
+                    0.008388117790222168,
+                    0.008358838081359864,
+                    0.008414677619934082,
+                    0.008394198417663574,
+                    0.00843483829498291,
+                    0.008370358467102051,
+                    0.00833579921722412,
+                    0.008253398895263673,
+                    0.008392599105834961,
+                    0.008249078750610352,
+                    0.00821147918701172,
+                    0.008178519248962403,
+                    0.0086049165725708,
+                    0.00843163776397705,
+                    0.008288759231567383,
+                    0.019308544158935546,
+                    0.007978681087493897,
+                    0.007930360794067382,
+                    0.007922201156616212,
+                    0.007959801197052002,
+                    0.007952600002288819,
+                    0.00881899642944336,
+                    0.00817707920074463,
+                    0.007957080841064453,
+                    0.007929399967193603,
+                    0.008020279884338379,
+                    0.00794844102859497,
+                    0.007911320209503175,
+                    0.00790700101852417,
+                    0.007908121109008789,
+                    0.007912120819091796
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
+                "value": 118.62121173234885
             },
             "energy": null,
+            "efficiency": null,
+            "measures": null
         },
         "per_token": {
             "memory": null,
             "latency": {
                 "unit": "s",
+                "count": 58,
+                "total": 0.46045883321762093,
+                "mean": 0.007938945400303809,
+                "stdev": 0.001471732096120413,
+                "p50": 0.007727161884307861,
+                "p90": 0.007956408739089966,
+                "p95": 0.008075255966186523,
+                "p99": 0.012937635641098018,
                 "values": [
+                    0.008151960372924805,
+                    0.007918840885162353,
+                    0.00778092098236084,
+                    0.007743641853332519,
+                    0.007685401916503906,
+                    0.007670842170715332,
+                    0.007694682121276855,
+                    0.007683961868286133,
+                    0.007707481861114502,
+                    0.007905721187591553,
+                    0.0078388409614563,
+                    0.007739480972290039,
+                    0.007724442005157471,
+                    0.00772252082824707,
+                    0.007711000919342041,
+                    0.007657082080841065,
+                    0.007700441837310791,
+                    0.007941880226135255,
+                    0.00770556116104126,
+                    0.007708442211151123,
+                    0.0077551608085632325,
+                    0.0077298817634582516,
+                    0.007951321125030518,
+                    0.007651641845703125,
+                    0.007689402103424072,
+                    0.007982359886169434,
+                    0.007968279838562011,
+                    0.007866361141204835,
+                    0.007827321052551269,
+                    0.007900600910186767,
+                    0.007871321201324463,
+                    0.007904120922088623,
+                    0.007841081142425536,
+                    0.007809240818023682,
+                    0.007741880893707275,
+                    0.007883161067962647,
+                    0.007731320858001709,
+                    0.007706361770629883,
+                    0.0076865220069885255,
+                    0.008061719894409179,
+                    0.007904440879821777,
+                    0.007776922225952149,
+                    0.018969663619995115,
+                    0.007540283203125,
+                    0.00747756290435791,
+                    0.00749724292755127,
+                    0.007551483154296875,
+                    0.007534361839294433,
+                    0.008387158393859864,
+                    0.007749082088470459,
+                    0.007533563137054443,
+                    0.0074978828430175785,
+                    0.007595962047576905,
+                    0.007519803047180176,
+                    0.007494682788848877,
+                    0.007494682788848877,
+                    0.007492602825164795,
+                    0.007489243030548096
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
+                "value": 125.96131470582124
             },
             "energy": null,
+            "efficiency": null,
+            "measures": null
         }
     }
 }