Datasets:

optimum-benchmark
/

rocm

Dataset card Viewer Files Files and versions Community

IlyasMoutawwakil HF staff commited on Sep 22, 2024

Commit

01d2cff

verified ·

1 Parent(s): c055494

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 +232 -223

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

@@ -111,24 +111,24 @@
         "load": {
             "memory": {
                 "unit": "MB",
-                "max_ram": 1078.595584,
                 "max_global_vram": 68702.69952,
-                "max_process_vram": 49823.629312,
                 "max_reserved": 725.614592,
                 "max_allocated": 666.338304
             },
             "latency": {
                 "unit": "s",
                 "count": 1,
-                "total": 8.3580849609375,
-                "mean": 8.3580849609375,
                 "stdev": 0.0,
-                "p50": 8.3580849609375,
-                "p90": 8.3580849609375,
-                "p95": 8.3580849609375,
-                "p99": 8.3580849609375,
                 "values": [
-                    8.3580849609375
                 ]
             },
             "throughput": null,
@@ -138,89 +138,92 @@
         "prefill": {
             "memory": {
                 "unit": "MB",
-                "max_ram": 1247.899648,
                 "max_global_vram": 68702.69952,
-                "max_process_vram": 296487.284736,
                 "max_reserved": 725.614592,
                 "max_allocated": 513.035264
             },
             "latency": {
                 "unit": "s",
-                "count": 61,
-                "total": 0.5260666456222532,
-                "mean": 0.008624043370856612,
-                "stdev": 0.0025346559446840704,
-                "p50": 0.008007342338562012,
-                "p90": 0.008855340003967285,
-                "p95": 0.008902058601379395,
-                "p99": 0.022001934432983396,
                 "values": [
-                    0.008365580558776856,
-                    0.008291661262512207,
-                    0.008547341346740723,
-                    0.00831998062133789,
-                    0.007979022026062012,
-                    0.008663021087646484,
-                    0.008256621360778808,
-                    0.008279180526733399,
-                    0.007943501949310303,
-                    0.008191501617431641,
-                    0.007965261936187745,
-                    0.02119611167907715,
-                    0.008376461029052734,
-                    0.008329581260681153,
-                    0.00870829963684082,
-                    0.008860139846801758,
-                    0.008902058601379395,
-                    0.008855340003967285,
-                    0.007808142185211182,
-                    0.007815502166748046,
-                    0.008021422386169434,
-                    0.007851982116699218,
-                    0.007870701789855957,
-                    0.007852781772613525,
-                    0.007851821899414062,
-                    0.007806861877441406,
-                    0.007858222007751464,
-                    0.008269580841064453,
-                    0.008405581474304199,
-                    0.008065741539001465,
-                    0.008858220100402832,
-                    0.007858703136444092,
-                    0.007932462215423585,
-                    0.0078508620262146,
-                    0.008007342338562012,
-                    0.007850701808929444,
-                    0.007851181983947754,
-                    0.007814382076263428,
-                    0.007876142024993897,
-                    0.007823822021484374,
-                    0.00790702199935913,
-                    0.007861422061920167,
-                    0.007872141838073731,
-                    0.007830701828002929,
-                    0.007862862110137939,
-                    0.007974222183227539,
-                    0.007858382225036622,
-                    0.007855341911315919,
-                    0.008931979179382325,
-                    0.008827340126037598,
-                    0.008704140663146972,
-                    0.008690220832824707,
-                    0.008666860580444335,
-                    0.023210668563842775,
-                    0.008768619537353516,
-                    0.008679500579833984,
-                    0.008196141242980957,
-                    0.008048622131347657,
-                    0.007834221839904785,
-                    0.0076321430206298824,
-                    0.007621263027191162
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
-                "value": 231.90977990192357
             },
             "energy": null,
             "efficiency": null
@@ -228,89 +231,92 @@
         "decode": {
             "memory": {
                 "unit": "MB",
-                "max_ram": 1247.977472,
                 "max_global_vram": 68702.69952,
-                "max_process_vram": 297853.628416,
                 "max_reserved": 725.614592,
                 "max_allocated": 513.259008
             },
             "latency": {
                 "unit": "s",
-                "count": 61,
-                "total": 0.4811555466651918,
-                "mean": 0.007887795846970354,
-                "stdev": 0.0009791005653271602,
-                "p50": 0.007582862854003906,
-                "p90": 0.008365582466125489,
-                "p95": 0.008406861305236817,
-                "p99": 0.01208147640228271,
                 "values": [
-                    0.007526223182678223,
-                    0.00778478193283081,
-                    0.007449903011322021,
-                    0.007535502910614013,
-                    0.007972461223602295,
-                    0.008263021469116212,
-                    0.007956781864166259,
-                    0.007781423091888427,
-                    0.007558541774749756,
-                    0.007841742038726807,
-                    0.00774334192276001,
-                    0.00801294231414795,
-                    0.010441096305847167,
-                    0.007736942768096924,
-                    0.008392300605773926,
-                    0.008419820785522461,
-                    0.008406861305236817,
-                    0.008070382118225097,
-                    0.007542862892150879,
-                    0.007514223098754883,
-                    0.007537423133850097,
-                    0.007485743045806885,
-                    0.007646702766418457,
-                    0.007476303100585937,
-                    0.007521742820739746,
-                    0.007526223182678223,
-                    0.008018542289733886,
-                    0.007970541954040527,
-                    0.007992301940917969,
-                    0.014542046546936036,
-                    0.0075404620170593266,
-                    0.007560622215270996,
-                    0.007582862854003906,
-                    0.007514702796936035,
-                    0.007551023006439209,
-                    0.007660623073577881,
-                    0.007479662895202637,
-                    0.0075463829040527345,
-                    0.0075409431457519535,
-                    0.007528303146362304,
-                    0.007576303005218506,
-                    0.007534382820129394,
-                    0.007581263065338135,
-                    0.007509582996368408,
-                    0.0075819029808044435,
-                    0.007519662857055664,
-                    0.007550703048706055,
-                    0.008406380653381347,
-                    0.008365582466125489,
-                    0.007991821765899658,
-                    0.00799406099319458,
-                    0.007988461971282959,
-                    0.007959661960601806,
-                    0.008118541717529296,
-                    0.008040460586547851,
-                    0.007981101989746093,
-                    0.007722541809082031,
-                    0.007454223155975341,
-                    0.007047664165496826,
-                    0.0070300641059875485,
-                    0.007026863098144531
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
-                "value": 126.778129074435
             },
             "energy": null,
             "efficiency": null
@@ -319,81 +325,84 @@
             "memory": null,
             "latency": {
                 "unit": "s",
-                "count": 61,
-                "total": 0.44943929481506356,
-                "mean": 0.00736785729205022,
-                "stdev": 0.0009762184321801357,
-                "p50": 0.007070064067840576,
-                "p90": 0.007815182209014893,
-                "p95": 0.007872942924499512,
-                "p99": 0.011502502059936517,
                 "values": [
-                    0.007024784088134766,
-                    0.007258543014526367,
-                    0.006986063957214355,
-                    0.0070294241905212405,
-                    0.0074167828559875484,
-                    0.00768702220916748,
-                    0.00738670301437378,
-                    0.0072465438842773434,
-                    0.006987504005432129,
-                    0.007277102947235108,
-                    0.0071131038665771485,
-                    0.007350543975830078,
-                    0.009808298110961913,
-                    0.007178383827209473,
-                    0.007815182209014893,
-                    0.007851501941680909,
-                    0.00785822296142578,
-                    0.007544463157653809,
-                    0.0069993438720703125,
-                    0.00697822380065918,
-                    0.0069926238059997555,
-                    0.006964464187622071,
-                    0.007096464157104492,
-                    0.006949103832244873,
-                    0.006977263927459717,
-                    0.006998383998870849,
-                    0.00747454309463501,
-                    0.0074067039489746096,
-                    0.00744014310836792,
-                    0.014043807983398438,
-                    0.006977583885192871,
-                    0.006981904029846191,
-                    0.007045104026794434,
-                    0.00698206377029419,
-                    0.0069633440971374515,
-                    0.007105103969573975,
-                    0.006931663990020752,
-                    0.006977583885192871,
-                    0.006991663932800293,
-                    0.00700878381729126,
-                    0.007007664203643799,
-                    0.006985583782196045,
-                    0.007016623973846435,
-                    0.0069475040435791014,
-                    0.00704750394821167,
-                    0.00695582389831543,
-                    0.0070067038536071775,
-                    0.008007182121276855,
-                    0.007872942924499512,
-                    0.007578063011169434,
-                    0.007582382202148437,
-                    0.0075692620277404785,
-                    0.007549263000488281,
-                    0.007658863067626953,
-                    0.0076047821044921875,
-                    0.007559982776641846,
-                    0.007344462871551514,
-                    0.007070064067840576,
-                    0.006667184829711914,
-                    0.006650704860687256,
-                    0.00665070390701294
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
-                "value": 135.72467005827886
             },
             "energy": null,
             "efficiency": null

         "load": {
             "memory": {
                 "unit": "MB",
+                "max_ram": 1078.575104,
                 "max_global_vram": 68702.69952,
+                "max_process_vram": 49253.842944,
                 "max_reserved": 725.614592,
                 "max_allocated": 666.338304
             },
             "latency": {
                 "unit": "s",
                 "count": 1,
+                "total": 8.38553125,
+                "mean": 8.38553125,
                 "stdev": 0.0,
+                "p50": 8.38553125,
+                "p90": 8.38553125,
+                "p95": 8.38553125,
+                "p99": 8.38553125,
                 "values": [
+                    8.38553125
                 ]
             },
             "throughput": null,
         "prefill": {
             "memory": {
                 "unit": "MB",
+                "max_ram": 1247.952896,
                 "max_global_vram": 68702.69952,
+                "max_process_vram": 305223.647232,
                 "max_reserved": 725.614592,
                 "max_allocated": 513.035264
             },
             "latency": {
                 "unit": "s",
+                "count": 64,
+                "total": 0.5152910513877867,
+                "mean": 0.00805142267793417,
+                "stdev": 0.0007302395039031398,
+                "p50": 0.007845260620117187,
+                "p90": 0.00821636438369751,
+                "p95": 0.008804435300827026,
+                "p99": 0.010614573640823353,
                 "values": [
+                    0.008206060409545898,
+                    0.008186859130859375,
+                    0.00777790117263794,
+                    0.007769900798797608,
+                    0.007767180919647217,
+                    0.00779486083984375,
+                    0.007841899871826171,
+                    0.007849259853363037,
+                    0.00794685983657837,
+                    0.007837900161743164,
+                    0.00788878107070923,
+                    0.008176139831542969,
+                    0.0081743803024292,
+                    0.00817453956604004,
+                    0.007870221138000488,
+                    0.007930700778961181,
+                    0.007887341022491456,
+                    0.007809260845184326,
+                    0.007770541191101074,
+                    0.007949100017547608,
+                    0.007766059875488281,
+                    0.007779981136322021,
+                    0.007780301094055176,
+                    0.007793420791625976,
+                    0.007832459926605225,
+                    0.00782702112197876,
+                    0.007832941055297851,
+                    0.007839981079101563,
+                    0.008066699981689454,
+                    0.00784846019744873,
+                    0.008991017341613769,
+                    0.008220780372619628,
+                    0.0077939009666442875,
+                    0.007798861026763916,
+                    0.007782540798187256,
+                    0.007842061042785644,
+                    0.00787294101715088,
+                    0.007839661121368408,
+                    0.007833900928497315,
+                    0.00785133981704712,
+                    0.007838860034942626,
+                    0.007859661102294921,
+                    0.007793741226196289,
+                    0.007835021018981933,
+                    0.0077817411422729495,
+                    0.007927980899810791,
+                    0.0077982211112976076,
+                    0.007816461086273194,
+                    0.0077939009666442875,
+                    0.007859819889068604,
+                    0.007849899768829346,
+                    0.008798377990722656,
+                    0.008801579475402832,
+                    0.008112619400024414,
+                    0.008126540184020996,
+                    0.008875178337097169,
+                    0.00880493927001953,
+                    0.01337900733947754,
+                    0.008052300453186036,
+                    0.007803979873657226,
+                    0.007927180767059326,
+                    0.008031339645385742,
+                    0.007808781147003173,
+                    0.007809899806976319
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
+                "value": 248.40330460866565
             },
             "energy": null,
             "efficiency": null
         "decode": {
             "memory": {
                 "unit": "MB",
+                "max_ram": 1247.952896,
                 "max_global_vram": 68702.69952,
+                "max_process_vram": 302779.57632,
                 "max_reserved": 725.614592,
                 "max_allocated": 513.259008
             },
             "latency": {
                 "unit": "s",
+                "count": 64,
+                "total": 0.4918370103836059,
+                "mean": 0.007684953287243843,
+                "stdev": 0.0007105074984273988,
+                "p50": 0.007502940893173217,
+                "p90": 0.008279034996032716,
+                "p95": 0.008376538896560669,
+                "p99": 0.010066725645065297,
                 "values": [
+                    0.00770094108581543,
+                    0.00773150110244751,
+                    0.007368941783905029,
+                    0.007351662158966064,
+                    0.007350060939788818,
+                    0.007363021850585938,
+                    0.0074414219856262205,
+                    0.007395981788635254,
+                    0.007401902198791504,
+                    0.007628941059112549,
+                    0.007383660793304443,
+                    0.007623500823974609,
+                    0.007489100933074951,
+                    0.00736798095703125,
+                    0.007411661148071289,
+                    0.007397261142730713,
+                    0.007417581081390381,
+                    0.0074171009063720705,
+                    0.007384302139282227,
+                    0.007354701995849609,
+                    0.007387822151184082,
+                    0.007368781089782715,
+                    0.007503020763397217,
+                    0.007363502025604248,
+                    0.007476781845092774,
+                    0.007666861057281494,
+                    0.007714059829711914,
+                    0.00749022102355957,
+                    0.0077182211875915525,
+                    0.012837409019470215,
+                    0.008439498901367188,
+                    0.007480141162872315,
+                    0.0075028610229492185,
+                    0.007491820812225341,
+                    0.007524460792541504,
+                    0.007694221019744873,
+                    0.007506381034851075,
+                    0.0075223808288574215,
+                    0.007516621112823486,
+                    0.0075198221206665035,
+                    0.007534701824188233,
+                    0.007515660762786865,
+                    0.0074905409812927246,
+                    0.00749022102355957,
+                    0.007444780826568603,
+                    0.007476941108703613,
+                    0.007465741157531738,
+                    0.007503820896148682,
+                    0.007619501113891602,
+                    0.007463982105255127,
+                    0.008037260055541992,
+                    0.008369738578796387,
+                    0.008404458999633789,
+                    0.007764461040496826,
+                    0.008319499015808106,
+                    0.008320619583129883,
+                    0.008377738952636719,
+                    0.008184618949890136,
+                    0.007501741886138916,
+                    0.007523981094360352,
+                    0.007524139881134033,
+                    0.007695180892944336,
+                    0.007603341102600097,
+                    0.007498221874237061
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
+                "value": 130.12440838903828
             },
             "energy": null,
             "efficiency": null
             "memory": null,
             "latency": {
                 "unit": "s",
+                "count": 64,
+                "total": 0.458770215988159,
+                "mean": 0.007168284624814987,
+                "stdev": 0.0006992081544485644,
+                "p50": 0.0069615025520324714,
+                "p90": 0.007712620925903321,
+                "p95": 0.007846068263053894,
+                "p99": 0.009518264155387868,
                 "values": [
+                    0.007262541770935059,
+                    0.0072609419822692875,
+                    0.0068895831108093265,
+                    0.006873902797698975,
+                    0.006903343200683594,
+                    0.006903182983398437,
+                    0.006965743064880371,
+                    0.006923343181610107,
+                    0.0069391832351684574,
+                    0.007159341812133789,
+                    0.006920941829681396,
+                    0.007131021976470947,
+                    0.007006862163543701,
+                    0.006910222053527832,
+                    0.006916303157806397,
+                    0.006927822113037109,
+                    0.006949262142181396,
+                    0.006939823150634765,
+                    0.006928462982177735,
+                    0.006894382953643799,
+                    0.006923023223876953,
+                    0.006910861968994141,
+                    0.0070481419563293455,
+                    0.006874863147735596,
+                    0.006947823047637939,
+                    0.007126061916351318,
+                    0.007163181781768799,
+                    0.006974702835083008,
+                    0.007156142234802246,
+                    0.012269089698791504,
+                    0.007865740776062011,
+                    0.0069275031089782715,
+                    0.006964942932128906,
+                    0.006930862903594971,
+                    0.006972622871398926,
+                    0.0071356620788574215,
+                    0.0069556632041931155,
+                    0.006970861911773682,
+                    0.006962061882019043,
+                    0.006973742961883545,
+                    0.0070057430267333985,
+                    0.006956782817840576,
+                    0.0069415831565856935,
+                    0.006944783210754394,
+                    0.006914382934570313,
+                    0.006975341796875,
+                    0.006924461841583252,
+                    0.0069551820755004885,
+                    0.007079661846160889,
+                    0.006951663017272949,
+                    0.00750830078125,
+                    0.007830700874328612,
+                    0.007902699947357178,
+                    0.007277902126312256,
+                    0.007763020992279053,
+                    0.007783501148223877,
+                    0.007848780155181884,
+                    0.0075950207710266116,
+                    0.006951823234558106,
+                    0.006960943222045899,
+                    0.006947341918945312,
+                    0.007107501983642578,
+                    0.007030382156372071,
+                    0.006952942848205567
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
+                "value": 139.50338921228453
             },
             "energy": null,
             "efficiency": null