Datasets:

optimum-benchmark
/

rocm

Dataset card Viewer Files Files and versions Community

IlyasMoutawwakil HF staff commited on Sep 22, 2024

Commit

f10724b

verified ·

1 Parent(s): ff61ade

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 +228 -231

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

@@ -111,24 +111,24 @@
         "load": {
             "memory": {
                 "unit": "MB",
-                "max_ram": 1079.611392,
                 "max_global_vram": 68702.69952,
-                "max_process_vram": 43210.26048,
                 "max_reserved": 725.614592,
                 "max_allocated": 666.338304
             },
             "latency": {
                 "unit": "s",
                 "count": 1,
-                "total": 8.3305693359375,
-                "mean": 8.3305693359375,
                 "stdev": 0.0,
-                "p50": 8.3305693359375,
-                "p90": 8.3305693359375,
-                "p95": 8.3305693359375,
-                "p99": 8.3305693359375,
                 "values": [
-                    8.3305693359375
                 ]
             },
             "throughput": null,
@@ -138,92 +138,91 @@
         "prefill": {
             "memory": {
                 "unit": "MB",
-                "max_ram": 1248.833536,
                 "max_global_vram": 68702.69952,
-                "max_process_vram": 248858.640384,
                 "max_reserved": 725.614592,
                 "max_allocated": 513.035264
             },
             "latency": {
                 "unit": "s",
-                "count": 64,
-                "total": 0.5125670914649963,
-                "mean": 0.00800886080414057,
-                "stdev": 0.00036053639849685114,
-                "p50": 0.007832221984863282,
-                "p90": 0.008714267349243165,
-                "p95": 0.008830538749694824,
-                "p99": 0.008850001554489137,
                 "values": [
-                    0.007975181102752686,
-                    0.007877420902252198,
-                    0.00768494176864624,
-                    0.0076985411643981936,
-                    0.007688782215118408,
-                    0.007657261848449707,
-                    0.007694060802459717,
-                    0.007703182220458985,
-                    0.007700621128082275,
-                    0.007683981895446777,
-                    0.007745582103729248,
-                    0.007653582096099854,
-                    0.007661740779876709,
-                    0.0078022217750549315,
-                    0.007647661209106446,
-                    0.008002381324768066,
-                    0.008034701347351075,
-                    0.00826333999633789,
-                    0.008286379814147949,
-                    0.008420939445495606,
-                    0.008204460144042969,
-                    0.008609099388122559,
-                    0.008527660369873047,
-                    0.008535659790039063,
-                    0.008026540756225586,
-                    0.007937100887298584,
-                    0.007829582214355469,
-                    0.007814701080322266,
-                    0.007831501007080079,
-                    0.007820621013641357,
-                    0.007787181854248047,
-                    0.007804141044616699,
-                    0.007846061229705811,
-                    0.007888300895690918,
-                    0.007830541133880615,
-                    0.007819500923156739,
-                    0.007815180778503418,
-                    0.007838380813598634,
-                    0.00783182191848755,
-                    0.007808781147003173,
-                    0.007804941177368164,
-                    0.007828940868377685,
-                    0.007824780941009522,
-                    0.007802861213684082,
-                    0.00782302188873291,
-                    0.007963341236114502,
-                    0.007832622051239014,
-                    0.007838380813598634,
-                    0.00782430076599121,
                     0.008830538749694824,
-                    0.008857258796691895,
-                    0.008160140037536621,
-                    0.008152460098266602,
-                    0.008844298362731933,
-                    0.008845739364624024,
-                    0.008830538749694824,
-                    0.008205740928649903,
-                    0.008821099281311036,
-                    0.008759339332580567,
-                    0.00819517993927002,
-                    0.007773740768432617,
-                    0.007788140773773194,
-                    0.007835980892181396,
-                    0.007834381103515625
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
-                "value": 249.72340622601442
             },
             "energy": null,
             "efficiency": null
@@ -231,92 +230,91 @@
         "decode": {
             "memory": {
                 "unit": "MB",
-                "max_ram": 1248.833536,
                 "max_global_vram": 68702.69952,
-                "max_process_vram": 254451.32288,
                 "max_reserved": 725.614592,
                 "max_allocated": 513.259008
             },
             "latency": {
                 "unit": "s",
-                "count": 64,
-                "total": 0.49642473220825184,
-                "mean": 0.007756636440753938,
-                "stdev": 0.0015732008146952731,
-                "p50": 0.007486301898956299,
-                "p90": 0.008248635768890381,
-                "p95": 0.008303900384902954,
-                "p99": 0.013071412191390965,
                 "values": [
-                    0.007110063076019287,
-                    0.007063502788543701,
-                    0.0070558228492736816,
-                    0.007049743175506592,
-                    0.007013742923736572,
-                    0.007017743110656738,
-                    0.007049582958221436,
-                    0.007053583145141601,
-                    0.007021102905273437,
-                    0.007235023021697998,
-                    0.00705758285522461,
-                    0.007036783218383789,
-                    0.00700510311126709,
-                    0.007014382839202881,
-                    0.009123019218444824,
-                    0.0074940619468688964,
-                    0.007851340770721436,
-                    0.01979435157775879,
-                    0.007934541225433349,
-                    0.007657261848449707,
-                    0.008180621147155762,
-                    0.00826941967010498,
-                    0.0080729398727417,
-                    0.008200139999389648,
-                    0.007383341789245605,
-                    0.007628781795501709,
-                    0.007490062236785889,
-                    0.007466541767120361,
-                    0.007484141826629639,
-                    0.007477581977844238,
-                    0.007495182037353516,
-                    0.007519021987915039,
-                    0.0075980620384216305,
-                    0.0075099020004272465,
-                    0.007455982208251953,
-                    0.00755390214920044,
-                    0.007477901935577393,
-                    0.007412302970886231,
-                    0.007465102195739746,
-                    0.007488461971282959,
-                    0.007497422218322754,
-                    0.007402863025665283,
-                    0.007455182075500488,
-                    0.007408942222595215,
-                    0.007480621814727783,
-                    0.0074395031929016114,
-                    0.007452782154083252,
-                    0.007434542179107666,
-                    0.007570221900939942,
-                    0.008312299728393554,
-                    0.008143500328063965,
-                    0.007732781887054443,
-                    0.007700781822204589,
-                    0.00829038143157959,
-                    0.008305100440979004,
-                    0.007774701118469238,
-                    0.007957261085510254,
-                    0.008297100067138671,
-                    0.008072300910949707,
-                    0.007562382221221924,
-                    0.0074039831161499025,
-                    0.007597102165222168,
-                    0.007428621768951416,
-                    0.007436621189117432
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
-                "value": 128.9218603499226
             },
             "energy": null,
             "efficiency": null
@@ -325,84 +323,83 @@
             "memory": null,
             "latency": {
                 "unit": "s",
-                "count": 64,
-                "total": 0.45307299280166635,
-                "mean": 0.007079265512526035,
-                "stdev": 0.00037938005797866366,
-                "p50": 0.006954543590545655,
-                "p90": 0.007655197143554688,
-                "p95": 0.007782565784454345,
-                "p99": 0.008085024547576902,
                 "values": [
-                    0.00670798397064209,
-                    0.006670063972473145,
-                    0.006673264026641846,
-                    0.0066673440933227536,
-                    0.006646224021911621,
-                    0.0066532640457153324,
-                    0.006679984092712402,
-                    0.006678224086761475,
-                    0.006657264232635498,
-                    0.00686702299118042,
-                    0.006689583778381348,
-                    0.006680784225463868,
-                    0.0066483039855957035,
-                    0.006646063804626465,
-                    0.008578539848327637,
-                    0.006951344013214111,
-                    0.007344302177429199,
-                    0.007114542961120606,
-                    0.0073753418922424315,
-                    0.007135982990264893,
-                    0.007641421794891357,
-                    0.007748301029205322,
-                    0.007530220985412598,
-                    0.007661100864410401,
-                    0.006910542964935303,
-                    0.007127502918243408,
-                    0.006961583137512207,
-                    0.006957743167877197,
-                    0.006967022895812989,
-                    0.006941904067993164,
-                    0.006950063228607178,
-                    0.006992783069610596,
-                    0.007035343170166015,
-                    0.0069806227684020995,
-                    0.00693630313873291,
-                    0.007064143180847168,
-                    0.006946543216705322,
-                    0.006919663906097412,
-                    0.006917582988739014,
-                    0.006971502780914306,
-                    0.006971024036407471,
-                    0.006896944046020508,
-                    0.006919823169708252,
-                    0.006911503791809082,
-                    0.006940302848815918,
-                    0.006923344135284424,
-                    0.0069348630905151365,
-                    0.006908302783966065,
-                    0.0070529432296752926,
-                    0.00775822114944458,
-                    0.007609900951385498,
-                    0.007206862926483155,
-                    0.007220303058624268,
-                    0.007795182228088379,
-                    0.007786861896514893,
-                    0.007276302814483643,
-                    0.007459661960601807,
-                    0.007787821769714355,
-                    0.007597102165222168,
-                    0.007076463222503662,
-                    0.0069230241775512695,
-                    0.00704990291595459,
-                    0.006920622825622559,
-                    0.0069183831214904784
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
-                "value": 141.25759208078895
             },
             "energy": null,
             "efficiency": null

         "load": {
             "memory": {
                 "unit": "MB",
+                "max_ram": 1079.840768,
                 "max_global_vram": 68702.69952,
+                "max_process_vram": 47218.864128,
                 "max_reserved": 725.614592,
                 "max_allocated": 666.338304
             },
             "latency": {
                 "unit": "s",
                 "count": 1,
+                "total": 8.206080078125,
+                "mean": 8.206080078125,
                 "stdev": 0.0,
+                "p50": 8.206080078125,
+                "p90": 8.206080078125,
+                "p95": 8.206080078125,
+                "p99": 8.206080078125,
                 "values": [
+                    8.206080078125
                 ]
             },
             "throughput": null,
         "prefill": {
             "memory": {
                 "unit": "MB",
+                "max_ram": 1249.206272,
                 "max_global_vram": 68702.69952,
+                "max_process_vram": 298189.914112,
                 "max_reserved": 725.614592,
                 "max_allocated": 513.035264
             },
             "latency": {
                 "unit": "s",
+                "count": 63,
+                "total": 0.5103950848579406,
+                "mean": 0.008101509283459376,
+                "stdev": 0.0013507911313216513,
+                "p50": 0.007755981922149658,
+                "p90": 0.008724042892456055,
+                "p95": 0.00875472984313965,
+                "p99": 0.012913779830932639,
                 "values": [
+                    0.007747500896453857,
+                    0.008252619743347168,
+                    0.008327178955078125,
+                    0.007906220912933349,
+                    0.008191181182861327,
+                    0.007920141220092774,
+                    0.007741261005401612,
+                    0.007732941150665283,
+                    0.007807661056518555,
+                    0.007729580879211426,
+                    0.00770622205734253,
+                    0.007718380928039551,
+                    0.007723182201385498,
+                    0.007873101234436035,
+                    0.00771950101852417,
+                    0.007710540771484375,
+                    0.007760302066802978,
+                    0.007722381114959717,
+                    0.007733100891113281,
+                    0.0077332620620727535,
+                    0.007717580795288086,
+                    0.00774734115600586,
+                    0.007770862102508545,
+                    0.007722062110900879,
+                    0.007715180873870849,
+                    0.007739020824432373,
+                    0.0077425408363342284,
+                    0.007790861129760743,
+                    0.007769580841064453,
+                    0.007772301197052002,
+                    0.01831659507751465,
+                    0.007810221195220947,
+                    0.007718541145324707,
+                    0.007740302085876465,
+                    0.007731660842895508,
+                    0.007756781101226806,
+                    0.007720941066741943,
+                    0.007711502075195312,
+                    0.00796750020980835,
+                    0.007755981922149658,
+                    0.007729741096496582,
+                    0.007821101188659668,
+                    0.007695180892944336,
+                    0.007706861972808838,
+                    0.007695661067962646,
+                    0.007813580989837646,
+                    0.0077545418739318845,
+                    0.007724141120910645,
+                    0.0077407808303833,
+                    0.007736620903015137,
+                    0.007961260795593261,
+                    0.008719179153442383,
+                    0.008188779830932618,
+                    0.008175821304321288,
+                    0.008725258827209472,
+                    0.008749258995056153,
+                    0.008728459358215332,
+                    0.008755337715148926,
+                    0.009602376937866211,
                     0.008830538749694824,
+                    0.00816670036315918,
+                    0.008037899971008301,
+                    0.007862380981445313
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
+                "value": 246.86758109175335
             },
             "energy": null,
             "efficiency": null
         "decode": {
             "memory": {
                 "unit": "MB",
+                "max_ram": 1249.206272,
                 "max_global_vram": 68702.69952,
+                "max_process_vram": 300803.371008,
                 "max_reserved": 725.614592,
                 "max_allocated": 513.259008
             },
             "latency": {
                 "unit": "s",
+                "count": 63,
+                "total": 0.48799449682235707,
+                "mean": 0.007745944394005668,
+                "stdev": 0.0015769189343158069,
+                "p50": 0.0074108619689941405,
+                "p90": 0.00821636371612549,
+                "p95": 0.008314715671539307,
+                "p99": 0.01297073360443118,
                 "values": [
+                    0.008717418670654297,
+                    0.007629422187805176,
+                    0.0076150221824646,
+                    0.007534542083740234,
+                    0.007531980991363526,
+                    0.007549101829528808,
+                    0.007375661849975586,
+                    0.007394701957702637,
+                    0.007364303112030029,
+                    0.007573101043701172,
+                    0.007360301971435547,
+                    0.007356781959533692,
+                    0.007358541965484619,
+                    0.007390542030334473,
+                    0.0073606219291687015,
+                    0.007341582775115967,
+                    0.007463022232055664,
+                    0.0073534221649169925,
+                    0.0073475022315979,
+                    0.007321901798248291,
+                    0.007393742084503174,
+                    0.007378703117370606,
+                    0.007534060955047607,
+                    0.007316301822662354,
+                    0.007376781940460205,
+                    0.007360622882843017,
+                    0.007384781837463379,
+                    0.007413901805877685,
+                    0.00737102222442627,
+                    0.007393901824951172,
+                    0.007356622219085693,
+                    0.00741198205947876,
+                    0.007417422771453857,
+                    0.00742126178741455,
+                    0.007415021896362305,
+                    0.007493102073669434,
+                    0.007332302093505859,
+                    0.00737326192855835,
+                    0.007409421920776367,
+                    0.007394862174987793,
+                    0.007463982105255127,
+                    0.007354862213134765,
+                    0.0073961420059204105,
+                    0.007310862064361572,
+                    0.0074127821922302245,
+                    0.007391022205352783,
+                    0.0073491020202636715,
+                    0.0073942217826843265,
+                    0.007457581996917725,
+                    0.0074108619689941405,
+                    0.008167340278625488,
+                    0.008228619575500489,
+                    0.007736461162567139,
+                    0.007852460861206055,
+                    0.00831645965576172,
+                    0.008299019813537598,
+                    0.00826222038269043,
+                    0.01991035270690918,
+                    0.008458539009094239,
+                    0.008012139320373535,
+                    0.0077350220680236816,
+                    0.007659021854400635,
+                    0.007526861190795898
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
+                "value": 129.09981651480317
             },
             "energy": null,
             "efficiency": null
             "memory": null,
             "latency": {
                 "unit": "s",
+                "count": 63,
+                "total": 0.45475874328613275,
+                "mean": 0.007218392750573536,
+                "stdev": 0.0015656899006184172,
+                "p50": 0.006871344089508057,
+                "p90": 0.007696524810791016,
+                "p95": 0.007759725904464721,
+                "p99": 0.012380232887268095,
                 "values": [
+                    0.008134700775146485,
+                    0.007086863040924072,
+                    0.007109423160552978,
+                    0.007037103176116943,
+                    0.007022222995758057,
+                    0.007033263206481934,
+                    0.006848622798919677,
+                    0.006870063781738281,
+                    0.006854063987731933,
+                    0.007067183017730713,
+                    0.0068564629554748536,
+                    0.006842063903808594,
+                    0.006857263088226318,
+                    0.00687902307510376,
+                    0.006846222877502441,
+                    0.006828944206237793,
+                    0.006909903049468994,
+                    0.00684686279296875,
+                    0.0068409438133239745,
+                    0.0068614230155944825,
+                    0.006865583896636963,
+                    0.006859183788299561,
+                    0.006990542888641357,
+                    0.0068063831329345705,
+                    0.00683838415145874,
+                    0.006843664169311523,
+                    0.006855183124542237,
+                    0.006870062828063965,
+                    0.00685422420501709,
+                    0.006872464179992676,
+                    0.0067694239616394045,
+                    0.006883984088897705,
+                    0.006896304130554199,
+                    0.00690798282623291,
+                    0.006870382785797119,
+                    0.00696254301071167,
+                    0.006814864158630371,
+                    0.006867823123931885,
+                    0.006871344089508057,
+                    0.006828942775726318,
+                    0.006912463188171387,
+                    0.006834383010864258,
+                    0.006866064071655274,
+                    0.006815823078155517,
+                    0.006866543769836426,
+                    0.006875504016876221,
+                    0.006844462871551514,
+                    0.0068492631912231445,
+                    0.006953582763671875,
+                    0.006869584083557129,
+                    0.00767694091796875,
+                    0.007727500915527344,
+                    0.007234542846679687,
+                    0.007354701995849609,
+                    0.007760941982269287,
+                    0.0077487812042236325,
+                    0.007701420783996582,
+                    0.019307153701782227,
+                    0.007882700920104981,
+                    0.007417901039123535,
+                    0.007173902988433838,
+                    0.0071316628456115725,
+                    0.006991023063659668
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
+                "value": 138.53499450006308
             },
             "energy": null,
             "efficiency": null