Datasets:

optimum-benchmark
/

rocm

Dataset card Viewer Files Files and versions Community

IlyasMoutawwakil HF staff commited on Jul 30, 2024

Commit

95f9f9a

verified ·

1 Parent(s): 4f2c2d1

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 +233 -239

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

@@ -85,7 +85,7 @@
             "gpu_count": 1,
             "gpu_vram_mb": 68702699520,
             "optimum_benchmark_version": "0.4.0",
-            "optimum_benchmark_commit": "2680e6fb8019f9b6eb6fcaa00b283acdac4d3d3d",
             "transformers_version": "4.43.3",
             "transformers_commit": null,
             "accelerate_version": "0.33.0",
@@ -104,24 +104,24 @@
         "load": {
             "memory": {
                 "unit": "MB",
-                "max_ram": 901.992448,
-                "max_global_vram": 1011.740672,
-                "max_process_vram": 42736.06656,
                 "max_reserved": 725.614592,
                 "max_allocated": 666.338304
             },
             "latency": {
                 "unit": "s",
                 "count": 1,
-                "total": 6.732580078125,
-                "mean": 6.732580078125,
                 "stdev": 0.0,
-                "p50": 6.732580078125,
-                "p90": 6.732580078125,
-                "p95": 6.732580078125,
-                "p99": 6.732580078125,
                 "values": [
-                    6.732580078125
                 ]
             },
             "throughput": null,
@@ -131,93 +131,91 @@
         "prefill": {
             "memory": {
                 "unit": "MB",
-                "max_ram": 1056.37888,
-                "max_global_vram": 1106.137088,
-                "max_process_vram": 263983.087616,
                 "max_reserved": 725.614592,
                 "max_allocated": 513.035264
             },
             "latency": {
                 "unit": "s",
-                "count": 65,
-                "total": 0.5109176683425904,
-                "mean": 0.007860271820655237,
-                "stdev": 0.00042685307115098174,
-                "p50": 0.007779526233673096,
-                "p90": 0.007984613800048827,
-                "p95": 0.008168710327148438,
-                "p99": 0.009271091651916504,
                 "values": [
-                    0.008222886085510254,
-                    0.008304965972900391,
-                    0.008119686126708985,
-                    0.00792832612991333,
-                    0.0077888059616088865,
-                    0.007779526233673096,
-                    0.00788144588470459,
-                    0.0077691259384155276,
-                    0.007693126201629639,
-                    0.0077313661575317385,
-                    0.007659046173095703,
-                    0.0076934461593627925,
-                    0.010988648414611817,
-                    0.00791856622695923,
-                    0.007631364822387695,
-                    0.007860486030578612,
-                    0.007966725826263428,
-                    0.007934726238250733,
-                    0.007939526081085205,
-                    0.007771845817565918,
-                    0.007689606189727783,
-                    0.007884006023406982,
-                    0.007990245819091796,
-                    0.007952486038208008,
-                    0.007976165771484375,
-                    0.007965606212615967,
-                    0.0081809663772583,
-                    0.007704646110534668,
-                    0.007635685920715332,
-                    0.007637285232543946,
-                    0.007621446132659912,
-                    0.007622245788574219,
-                    0.007702246189117432,
-                    0.007628645896911621,
-                    0.00761552619934082,
-                    0.007602564811706543,
-                    0.007619525909423828,
-                    0.007634726047515869,
-                    0.007618566036224365,
-                    0.007618405818939209,
-                    0.007632646083831787,
-                    0.007620965957641602,
-                    0.007643525123596191,
-                    0.007596005916595459,
-                    0.007611526012420654,
-                    0.007708004951477051,
-                    0.008067365646362304,
-                    0.007911046028137208,
-                    0.007912645816802979,
-                    0.0075678458213806156,
-                    0.0077289662361145015,
-                    0.00767456579208374,
-                    0.007775846004486084,
-                    0.00772528600692749,
-                    0.007916965961456298,
-                    0.00796992588043213,
-                    0.007926566123962402,
-                    0.007959526062011718,
-                    0.0079299259185791,
-                    0.007931046009063721,
-                    0.007908485889434814,
-                    0.007951045989990234,
-                    0.007945926189422607,
-                    0.007895845890045166,
-                    0.007921926021575928
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
-                "value": 254.44412682324756
             },
             "energy": null,
             "efficiency": null
@@ -225,93 +223,91 @@
         "decode": {
             "memory": {
                 "unit": "MB",
-                "max_ram": 1056.50176,
-                "max_global_vram": 1107.529728,
-                "max_process_vram": 269445.554176,
                 "max_reserved": 725.614592,
                 "max_allocated": 513.259008
             },
             "latency": {
                 "unit": "s",
-                "count": 65,
-                "total": 0.49015668916702276,
-                "mean": 0.007540872141031119,
-                "stdev": 0.0012375305438079146,
-                "p50": 0.007339206218719483,
-                "p90": 0.007628613185882568,
-                "p95": 0.007711589908599854,
-                "p99": 0.011249288177490229,
                 "values": [
-                    0.007729765892028809,
-                    0.0078120059967041015,
-                    0.0074707260131835936,
-                    0.007369925022125244,
-                    0.007296165943145752,
-                    0.007271365165710449,
-                    0.007268805980682373,
-                    0.007268165111541748,
-                    0.007293126106262207,
-                    0.007271844863891602,
-                    0.007240964889526367,
-                    0.007239205837249756,
-                    0.007749765872955322,
-                    0.007266565799713135,
-                    0.007339206218719483,
-                    0.007624005794525147,
-                    0.007600646018981933,
-                    0.007294244766235351,
-                    0.007343366146087647,
-                    0.0074091248512268065,
-                    0.007391526222229004,
-                    0.007471205234527588,
-                    0.007568165779113769,
-                    0.007573606014251709,
-                    0.007633925914764405,
-                    0.01736001205444336,
-                    0.007268325805664062,
-                    0.007260805130004883,
-                    0.007242886066436768,
-                    0.007179845809936523,
-                    0.0072620849609375,
-                    0.0072451248168945315,
-                    0.007261606216430664,
-                    0.007307684898376464,
-                    0.00727552604675293,
-                    0.007252806186676025,
-                    0.0072520051002502445,
-                    0.007215205192565918,
-                    0.007277925968170166,
-                    0.007221284866333008,
-                    0.007258084774017334,
-                    0.007211205959320069,
-                    0.007381765842437744,
-                    0.0071792049407958984,
-                    0.0072596859931945805,
-                    0.007209445953369141,
-                    0.007484965801239014,
-                    0.007580326080322265,
-                    0.0072832050323486325,
-                    0.007216165065765381,
-                    0.0074120059013366695,
-                    0.007397924900054932,
-                    0.0072921662330627446,
-                    0.0076316847801208496,
-                    0.007575526237487793,
-                    0.007583685874938965,
-                    0.007489285945892334,
-                    0.007506724834442139,
-                    0.007572004795074463,
-                    0.007564005851745606,
-                    0.0076388859748840335,
-                    0.007496325016021729,
-                    0.007414084911346435,
-                    0.007406405925750733,
-                    0.007431365966796875
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
-                "value": 132.6106558098017
             },
             "energy": null,
             "efficiency": null
@@ -320,85 +316,83 @@
             "memory": null,
             "latency": {
                 "unit": "s",
-                "count": 65,
-                "total": 0.4558608222007751,
-                "mean": 0.007013243418473463,
-                "stdev": 0.0012505175779430459,
-                "p50": 0.006811365127563477,
-                "p90": 0.007064197063446045,
-                "p95": 0.007162373161315918,
-                "p99": 0.010741230010986324,
                 "values": [
-                    0.007177605152130127,
-                    0.007255044937133789,
-                    0.006951045036315918,
-                    0.006854245185852051,
-                    0.006746564865112305,
-                    0.006777764797210694,
-                    0.006751365184783935,
-                    0.006742724895477295,
-                    0.006733765125274658,
-                    0.0067400050163269045,
-                    0.006708964824676513,
-                    0.006710404872894287,
-                    0.0072033658027648925,
-                    0.006702404975891113,
-                    0.006795364856719971,
-                    0.00709504508972168,
-                    0.0070606451034545895,
-                    0.006811365127563477,
-                    0.006835205078125,
-                    0.006856645107269287,
-                    0.006932485103607178,
-                    0.006959845066070556,
-                    0.0069998459815979,
-                    0.007035686016082764,
-                    0.007101445198059082,
-                    0.016938892364501953,
-                    0.006726564884185791,
-                    0.006711685180664063,
-                    0.006706725120544434,
-                    0.006687685012817383,
-                    0.006675364971160888,
-                    0.006697444915771484,
-                    0.006726725101470947,
-                    0.006794085025787353,
-                    0.00667424488067627,
-                    0.006742084980010986,
-                    0.006679844856262207,
-                    0.006692005157470703,
-                    0.00674784517288208,
-                    0.006707684993743896,
-                    0.006720324993133545,
-                    0.006667524814605713,
-                    0.006877925872802735,
-                    0.006674405097961426,
-                    0.006698404788970947,
-                    0.006689926147460937,
-                    0.007034564971923828,
-                    0.007036485195159912,
-                    0.006721445083618164,
-                    0.006755364894866943,
-                    0.006954885005950927,
-                    0.00683472490310669,
-                    0.0067456049919128415,
-                    0.007042405128479004,
-                    0.007044166088104248,
-                    0.007036005973815918,
-                    0.006961605072021484,
-                    0.0069945650100708,
-                    0.0069979248046875,
-                    0.006993125915527343,
-                    0.007066565036773682,
-                    0.006972165107727051,
-                    0.006952805042266846,
-                    0.0069489660263061526,
-                    0.006991205215454102
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
-                "value": 142.58737938083218
             },
             "energy": null,
             "efficiency": null

             "gpu_count": 1,
             "gpu_vram_mb": 68702699520,
             "optimum_benchmark_version": "0.4.0",
+            "optimum_benchmark_commit": "8d3ce5d99bc670ee9136c4d65ae8c25ef9d8beae",
             "transformers_version": "4.43.3",
             "transformers_commit": null,
             "accelerate_version": "0.33.0",
         "load": {
             "memory": {
                 "unit": "MB",
+                "max_ram": 902.049792,
+                "max_global_vram": 1011.761152,
+                "max_process_vram": 42183.016448,
                 "max_reserved": 725.614592,
                 "max_allocated": 666.338304
             },
             "latency": {
                 "unit": "s",
                 "count": 1,
+                "total": 6.78688134765625,
+                "mean": 6.78688134765625,
                 "stdev": 0.0,
+                "p50": 6.78688134765625,
+                "p90": 6.78688134765625,
+                "p95": 6.78688134765625,
+                "p99": 6.78688134765625,
                 "values": [
+                    6.78688134765625
                 ]
             },
             "throughput": null,
         "prefill": {
             "memory": {
                 "unit": "MB",
+                "max_ram": 1056.342016,
+                "max_global_vram": 1106.153472,
+                "max_process_vram": 276402.388992,
                 "max_reserved": 725.614592,
                 "max_allocated": 513.035264
             },
             "latency": {
                 "unit": "s",
+                "count": 63,
+                "total": 0.5086651239395141,
+                "mean": 0.008074049586341494,
+                "stdev": 0.00042526726051411295,
+                "p50": 0.008044037818908691,
+                "p90": 0.00825888729095459,
+                "p95": 0.008673689270019531,
+                "p99": 0.009678614978790289,
                 "values": [
+                    0.008835882186889648,
+                    0.00870116138458252,
+                    0.008965002059936524,
+                    0.008426440238952638,
+                    0.008348360061645507,
+                    0.008264199256896972,
+                    0.010842930793762208,
+                    0.008076197624206543,
+                    0.008098278045654297,
+                    0.008026118278503419,
+                    0.008044037818908691,
+                    0.008052997589111328,
+                    0.008028038024902344,
+                    0.00819667911529541,
+                    0.008070597648620606,
+                    0.008036518096923828,
+                    0.008061637878417969,
+                    0.008024838447570801,
+                    0.008058438301086426,
+                    0.008021318435668945,
+                    0.007980358123779297,
+                    0.007797476768493653,
+                    0.007987717151641845,
+                    0.008053957939147949,
+                    0.008237639427185058,
+                    0.008017638206481933,
+                    0.008030597686767577,
+                    0.008034757614135742,
+                    0.008022438049316407,
+                    0.008063557624816895,
+                    0.008046598434448242,
+                    0.00807907772064209,
+                    0.008039398193359375,
+                    0.008062277793884277,
+                    0.00807907772064209,
+                    0.008051238059997558,
+                    0.00808067798614502,
+                    0.008085957527160645,
+                    0.008083558082580567,
+                    0.007699555873870849,
+                    0.00778499698638916,
+                    0.0076936368942260745,
+                    0.007857956886291505,
+                    0.007802277088165283,
+                    0.008062758445739747,
+                    0.008125638008117676,
+                    0.008106118202209472,
+                    0.008077637672424316,
+                    0.00806099796295166,
+                    0.007881156921386719,
+                    0.007885797023773193,
+                    0.007789796829223633,
+                    0.007848036766052247,
+                    0.007817636966705323,
+                    0.007807877063751221,
+                    0.007749156951904297,
+                    0.007757476806640625,
+                    0.00769107723236084,
+                    0.0077995572090148926,
+                    0.0077053170204162596,
+                    0.007740676879882813,
+                    0.008064997673034669,
+                    0.007841317176818848
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
+                "value": 247.70717328554804
             },
             "energy": null,
             "efficiency": null
         "decode": {
             "memory": {
                 "unit": "MB",
+                "max_ram": 1056.39936,
+                "max_global_vram": 1107.542016,
+                "max_process_vram": 252002.63168,
                 "max_reserved": 725.614592,
                 "max_allocated": 513.259008
             },
             "latency": {
                 "unit": "s",
+                "count": 63,
+                "total": 0.4898839054107666,
+                "mean": 0.007775935006520105,
+                "stdev": 0.0019397278096981421,
+                "p50": 0.007549955844879151,
+                "p90": 0.007664804077148438,
+                "p95": 0.007855461025238037,
+                "p99": 0.013843846988678018,
                 "values": [
+                    0.008236357688903809,
+                    0.022992908477783205,
+                    0.007926597118377685,
+                    0.007794116973876953,
+                    0.007736515998840332,
+                    0.007862277030944824,
+                    0.007646275997161865,
+                    0.007588194847106934,
+                    0.007617956161499024,
+                    0.007534595012664795,
+                    0.007537315845489502,
+                    0.007541475772857666,
+                    0.00763123607635498,
+                    0.007589634895324707,
+                    0.00753539514541626,
+                    0.007637475967407227,
+                    0.007570274829864502,
+                    0.007575876235961914,
+                    0.007569315910339355,
+                    0.007590916156768799,
+                    0.007444994926452637,
+                    0.0073773150444030764,
+                    0.0075765161514282225,
+                    0.007564196109771729,
+                    0.0076198759078979494,
+                    0.0075464358329772946,
+                    0.007574755191802979,
+                    0.007527874946594238,
+                    0.007568675994873047,
+                    0.007549955844879151,
+                    0.007591236114501953,
+                    0.007611715793609619,
+                    0.007555875778198242,
+                    0.007654436111450195,
+                    0.007543876171112061,
+                    0.00754883623123169,
+                    0.007554275035858154,
+                    0.007540514945983887,
+                    0.007427074909210205,
+                    0.007303715229034424,
+                    0.007348514080047607,
+                    0.0073077139854431155,
+                    0.007294915199279785,
+                    0.007454754829406739,
+                    0.007667396068572998,
+                    0.007540676116943359,
+                    0.007572515964508057,
+                    0.007588995933532715,
+                    0.007561635971069336,
+                    0.0073656349182128905,
+                    0.007402595043182373,
+                    0.0073584351539611815,
+                    0.007340034008026123,
+                    0.007458755016326904,
+                    0.0073366742134094234,
+                    0.0073864350318908695,
+                    0.007302114009857178,
+                    0.007347074031829834,
+                    0.007216673851013183,
+                    0.007292833805084229,
+                    0.007513955116271973,
+                    0.007598755836486816,
+                    0.007229952812194824
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
+                "value": 128.6018979275807
             },
             "energy": null,
             "efficiency": null
             "memory": null,
             "latency": {
                 "unit": "s",
+                "count": 63,
+                "total": 0.459174639225006,
+                "mean": 0.007288486336904859,
+                "stdev": 0.0019091812416086632,
+                "p50": 0.007080352783203125,
+                "p90": 0.00719520206451416,
+                "p95": 0.007286610794067383,
+                "p99": 0.013198132419586218,
                 "values": [
+                    0.007634116172790527,
+                    0.022276264190673828,
+                    0.007401474952697754,
+                    0.00729363489151001,
+                    0.00722067403793335,
+                    0.00722339391708374,
+                    0.007153473854064942,
+                    0.007116672992706299,
+                    0.007115073204040527,
+                    0.007068993091583252,
+                    0.007069474220275879,
+                    0.007081954002380371,
+                    0.007124352931976319,
+                    0.007090753078460694,
+                    0.007035872936248779,
+                    0.007168834209442139,
+                    0.007069472789764404,
+                    0.007091874122619629,
+                    0.007105154037475586,
+                    0.007097633838653564,
+                    0.006967712879180908,
+                    0.006914752006530762,
+                    0.007087873935699463,
+                    0.00708531379699707,
+                    0.007126274108886718,
+                    0.007087553024291992,
+                    0.007097632884979248,
+                    0.007066432952880859,
+                    0.007080352783203125,
+                    0.007079233169555664,
+                    0.007114593029022217,
+                    0.007106593132019043,
+                    0.007097632884979248,
+                    0.0071989140510559085,
+                    0.0070808339118957515,
+                    0.007072672843933105,
+                    0.00706915283203125,
+                    0.007066593170166015,
+                    0.006944032192230225,
+                    0.006846433162689209,
+                    0.00687443208694458,
+                    0.00683955192565918,
+                    0.006822272777557373,
+                    0.006988512992858887,
+                    0.007180354118347168,
+                    0.0070541129112243655,
+                    0.007095713138580323,
+                    0.007111874103546143,
+                    0.0070939531326293945,
+                    0.006880352020263672,
+                    0.0068998727798461916,
+                    0.006859871864318847,
+                    0.006875552177429199,
+                    0.006976992130279541,
+                    0.006895391941070556,
+                    0.006899713039398193,
+                    0.006832831859588623,
+                    0.006875072002410889,
+                    0.006756671905517578,
+                    0.006815392017364502,
+                    0.007025153160095215,
+                    0.007106113910675049,
+                    0.00678515100479126
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
+                "value": 137.2026994050265
             },
             "energy": null,
             "efficiency": null