Datasets:

optimum-benchmark
/

rocm

Dataset card Viewer Files Files and versions Community

IlyasMoutawwakil HF staff commited on Jul 12, 2024

Commit

cdb5832

verified ·

1 Parent(s): 038d403

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 +211 -208

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

@@ -86,7 +86,7 @@
             "gpu_count": 1,
             "gpu_vram_mb": 68702699520,
             "optimum_benchmark_version": "0.3.1",
-            "optimum_benchmark_commit": "73dd36ea04ff1cc8259f4039b6f9d56dfb9eecd1",
             "transformers_version": "4.42.4",
             "transformers_commit": null,
             "accelerate_version": "0.32.1",
@@ -105,86 +105,87 @@
         "prefill": {
             "memory": {
                 "unit": "MB",
-                "max_ram": 1048.866816,
-                "max_global_vram": 1107.525632,
-                "max_process_vram": 170584.952832,
                 "max_reserved": 725.614592,
                 "max_allocated": 513.035776
             },
             "latency": {
                 "unit": "s",
-                "count": 58,
-                "total": 0.5072636985778808,
-                "mean": 0.00874592583754967,
-                "stdev": 0.0012333215948857226,
-                "p50": 0.00838467025756836,
-                "p90": 0.009196137714385986,
-                "p95": 0.011275420665740965,
-                "p99": 0.013687979145050048,
                 "values": [
-                    0.015399428367614746,
-                    0.008433710098266602,
-                    0.008220271110534668,
-                    0.008276430130004883,
-                    0.008822827339172364,
-                    0.00841195011138916,
-                    0.008413869857788086,
-                    0.008379630088806152,
-                    0.008389710426330566,
-                    0.008458028793334961,
-                    0.008478829383850098,
-                    0.008427789688110351,
-                    0.008599148750305177,
-                    0.008664108276367188,
-                    0.008186190605163575,
-                    0.008104911804199219,
-                    0.008062992095947265,
-                    0.008182190895080566,
-                    0.008086031913757324,
-                    0.008051312446594239,
-                    0.00805787181854248,
-                    0.008038512229919434,
-                    0.008108112335205078,
-                    0.008040592193603516,
-                    0.008017552375793458,
-                    0.008065871238708496,
-                    0.008056431770324708,
-                    0.008069071769714355,
-                    0.008037391662597657,
-                    0.008893547058105468,
-                    0.009054506301879883,
-                    0.012396885871887206,
-                    0.011802009582519531,
-                    0.011182493209838867,
-                    0.009499302864074707,
-                    0.009181546211242677,
-                    0.009183465957641601,
-                    0.009127466201782227,
-                    0.009074986457824707,
-                    0.009105385780334473,
-                    0.00905690574645996,
-                    0.009085705757141113,
-                    0.0090972261428833,
-                    0.009068105697631836,
-                    0.009061386108398437,
-                    0.00922570514678955,
-                    0.008847468376159668,
-                    0.008094351768493652,
-                    0.008086191177368165,
-                    0.008067312240600586,
-                    0.008079951286315917,
-                    0.008062992095947265,
-                    0.008075311660766601,
-                    0.008058832168579102,
-                    0.008122032165527343,
-                    0.008047311782836915,
-                    0.008036751747131348,
-                    0.008047792434692383
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
-                "value": 228.6779052496901
             },
             "energy": null,
             "efficiency": null
@@ -192,86 +193,87 @@
         "decode": {
             "memory": {
                 "unit": "MB",
-                "max_ram": 1048.866816,
-                "max_global_vram": 1107.525632,
-                "max_process_vram": 170584.973312,
                 "max_reserved": 725.614592,
                 "max_allocated": 513.25952
             },
             "latency": {
                 "unit": "s",
-                "count": 58,
-                "total": 0.4947002468109133,
-                "mean": 0.008529314600188156,
-                "stdev": 0.000652485000248165,
-                "p50": 0.008303549766540528,
-                "p90": 0.00898777084350586,
-                "p95": 0.00971590166091919,
-                "p99": 0.01118845687866211,
                 "values": [
-                    0.008518508911132813,
-                    0.008301870346069336,
-                    0.008095151901245117,
-                    0.00842506980895996,
-                    0.00840266990661621,
-                    0.008597867965698242,
-                    0.008302989959716798,
-                    0.008319310188293457,
-                    0.008341711044311523,
-                    0.008397870063781739,
-                    0.008520269393920898,
-                    0.008375789642333984,
-                    0.008418668746948242,
-                    0.008279790878295898,
-                    0.008042832374572755,
-                    0.008210830688476563,
-                    0.008026351928710937,
-                    0.008026191711425781,
-                    0.008114831924438477,
-                    0.008076910972595214,
-                    0.008139150619506836,
-                    0.00792827320098877,
-                    0.008136430740356445,
-                    0.008149871826171875,
-                    0.008017071723937988,
-                    0.008315951347351073,
-                    0.008208110809326171,
-                    0.008129871368408204,
-                    0.00817595100402832,
-                    0.008984267234802246,
-                    0.009798181533813477,
-                    0.011388092994689942,
-                    0.011037854194641114,
-                    0.00970138168334961,
-                    0.008879307746887208,
-                    0.008895147323608398,
-                    0.00896458625793457,
-                    0.008846027374267578,
-                    0.008971785545349121,
-                    0.008896587371826171,
-                    0.008944106101989747,
-                    0.008830826759338379,
-                    0.008895787239074707,
-                    0.008995945930480958,
-                    0.008973226547241211,
-                    0.009007626533508301,
-                    0.008136430740356445,
-                    0.008211470603942872,
-                    0.008115152359008788,
-                    0.00808011245727539,
-                    0.008177071571350098,
-                    0.008304109573364258,
-                    0.00810587215423584,
-                    0.008009872436523437,
-                    0.00818699073791504,
-                    0.008060912132263183,
-                    0.008161871910095216,
-                    0.008143470764160157
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
-                "value": 117.24271490442386
             },
             "energy": null,
             "efficiency": null
@@ -280,78 +282,79 @@
             "memory": null,
             "latency": {
                 "unit": "s",
-                "count": 58,
-                "total": 0.4463066182136536,
-                "mean": 0.0076949416933388545,
-                "stdev": 0.0006279267553959053,
-                "p50": 0.00742491602897644,
-                "p90": 0.008223198699951171,
-                "p95": 0.008823395681381225,
-                "p99": 0.010146370029449464,
                 "values": [
-                    0.007632753849029541,
-                    0.007326196193695069,
-                    0.007319156169891357,
-                    0.007586355209350586,
-                    0.00754027509689331,
-                    0.0077223539352416996,
-                    0.007455475807189941,
-                    0.007426355838775635,
-                    0.0075217151641845705,
-                    0.007607635021209717,
-                    0.007565394878387451,
-                    0.007503634929656983,
-                    0.007558834075927734,
-                    0.007423476219177246,
-                    0.007313716888427735,
-                    0.0073140358924865725,
-                    0.007307796001434326,
-                    0.007287637233734131,
-                    0.007263796806335449,
-                    0.007333876132965088,
-                    0.007276756763458252,
-                    0.007238836765289307,
-                    0.007296115875244141,
-                    0.007283156871795655,
-                    0.007333236217498779,
-                    0.007432755947113037,
-                    0.0073109960556030276,
-                    0.007307796001434326,
-                    0.007293237209320068,
-                    0.008222670555114745,
-                    0.00880426788330078,
-                    0.01029529857635498,
-                    0.010034020423889161,
-                    0.00893178653717041,
-                    0.008202032089233398,
-                    0.008224431037902833,
-                    0.00818459129333496,
-                    0.008145550727844238,
-                    0.008296429634094238,
-                    0.008122671127319335,
-                    0.008070992469787599,
-                    0.008164111137390137,
-                    0.008115152359008788,
-                    0.0081268310546875,
-                    0.008079952239990234,
-                    0.008134991645812988,
-                    0.007261075973510742,
-                    0.007296435832977295,
-                    0.007265397071838379,
-                    0.007250677108764649,
-                    0.007251317024230957,
-                    0.007416114807128906,
-                    0.007286355972290039,
-                    0.007260597229003906,
-                    0.007297555923461914,
-                    0.00725387716293335,
-                    0.007263317108154297,
-                    0.00726475715637207
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
-                "value": 129.955500620057
             },
             "energy": null,
             "efficiency": null

             "gpu_count": 1,
             "gpu_vram_mb": 68702699520,
             "optimum_benchmark_version": "0.3.1",
+            "optimum_benchmark_commit": "f837debaab7bc93d6490c10e065312a52e57b795",
             "transformers_version": "4.42.4",
             "transformers_commit": null,
             "accelerate_version": "0.32.1",
         "prefill": {
             "memory": {
                 "unit": "MB",
+                "max_ram": 1049.063424,
+                "max_global_vram": 1107.542016,
+                "max_process_vram": 169617.862656,
                 "max_reserved": 725.614592,
                 "max_allocated": 513.035776
             },
             "latency": {
                 "unit": "s",
+                "count": 59,
+                "total": 0.5032456612586974,
+                "mean": 0.008529587478960975,
+                "stdev": 0.000496470934491859,
+                "p50": 0.008523320198059082,
+                "p90": 0.009012950325012207,
+                "p95": 0.009026277828216552,
+                "p99": 0.009739996833801272,
                 "values": [
+                    0.01070539093017578,
+                    0.00894667911529541,
+                    0.008820439338684082,
+                    0.008525880813598632,
+                    0.008522520065307617,
+                    0.008523320198059082,
+                    0.008457241058349609,
+                    0.008551481246948243,
+                    0.00847036075592041,
+                    0.008348760604858398,
+                    0.00830764102935791,
+                    0.00823676109313965,
+                    0.008499960899353027,
+                    0.008673879623413086,
+                    0.008300280570983887,
+                    0.008731159210205078,
+                    0.008178361892700195,
+                    0.007945242881774903,
+                    0.008595000267028809,
+                    0.008928118705749511,
+                    0.00868124008178711,
+                    0.008684760093688964,
+                    0.008663640022277833,
+                    0.007959803104400635,
+                    0.007961243152618409,
+                    0.007983482837677002,
+                    0.007969563007354736,
+                    0.007962042808532716,
+                    0.007978843212127686,
+                    0.00797820281982422,
+                    0.00796652317047119,
+                    0.008019803047180175,
+                    0.0079420428276062,
+                    0.008484761238098144,
+                    0.008952278137207031,
+                    0.008551481246948243,
+                    0.008380440711975098,
+                    0.008313880920410157,
+                    0.007945083141326904,
+                    0.007938522815704346,
+                    0.007965722084045411,
+                    0.007950363159179687,
+                    0.00802060317993164,
+                    0.007895163059234619,
+                    0.008923638343811035,
+                    0.00884699821472168,
+                    0.009025077819824218,
+                    0.00899339771270752,
+                    0.009004757881164551,
+                    0.009008438110351562,
+                    0.009024598121643067,
+                    0.00899435806274414,
+                    0.009037077903747559,
+                    0.009025077819824218,
+                    0.009040918350219727,
+                    0.009010038375854491,
+                    0.008984437942504883,
+                    0.008984917640686036,
+                    0.008923958778381348
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
+                "value": 234.47792814519894
             },
             "energy": null,
             "efficiency": null
         "decode": {
             "memory": {
                 "unit": "MB",
+                "max_ram": 1049.063424,
+                "max_global_vram": 1107.533824,
+                "max_process_vram": 182218.047488,
                 "max_reserved": 725.614592,
                 "max_allocated": 513.25952
             },
             "latency": {
                 "unit": "s",
+                "count": 59,
+                "total": 0.49700312280654907,
+                "mean": 0.008423781742483883,
+                "stdev": 0.0003201878219362861,
+                "p50": 0.008381240844726563,
+                "p90": 0.008837238311767578,
+                "p95": 0.008883783340454102,
+                "p99": 0.009002870330810547,
                 "values": [
+                    0.009064117431640624,
+                    0.008638198852539063,
+                    0.008568599700927734,
+                    0.008300601005554199,
+                    0.008596440315246583,
+                    0.008307802200317382,
+                    0.008479961395263672,
+                    0.008441880226135253,
+                    0.008385400772094726,
+                    0.008388920783996582,
+                    0.008234521865844727,
+                    0.008131482124328614,
+                    0.008331320762634277,
+                    0.008297720909118652,
+                    0.008381240844726563,
+                    0.008445401191711426,
+                    0.007914682865142823,
+                    0.008081402778625488,
+                    0.008725878715515136,
+                    0.008801878929138184,
+                    0.008376601219177247,
+                    0.00852060031890869,
+                    0.008145241737365723,
+                    0.008115322113037109,
+                    0.008084121704101563,
+                    0.008150522232055663,
+                    0.00811708164215088,
+                    0.007997882843017579,
+                    0.008024923324584961,
+                    0.008189561843872071,
+                    0.008103001594543456,
+                    0.008047322273254394,
+                    0.008805398941040038,
+                    0.008487159729003907,
+                    0.008958518981933594,
+                    0.008276440620422364,
+                    0.008349881172180176,
+                    0.008098841667175293,
+                    0.008147802352905274,
+                    0.008015643119812012,
+                    0.008063162803649902,
+                    0.007944283008575439,
+                    0.008050521850585938,
+                    0.007939483165740967,
+                    0.008243322372436523,
+                    0.00869003963470459,
+                    0.008807639122009277,
+                    0.008814839363098145,
+                    0.008840438842773437,
+                    0.008714679718017579,
+                    0.008713238716125489,
+                    0.008880919456481933,
+                    0.008836438179016113,
+                    0.008809398651123047,
+                    0.008909558296203613,
+                    0.008867318153381348,
+                    0.008790999412536622,
+                    0.008809720039367676,
+                    0.008747798919677734
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
+                "value": 118.71152774016845
             },
             "energy": null,
             "efficiency": null
             "memory": null,
             "latency": {
                 "unit": "s",
+                "count": 59,
+                "total": 0.44953726434707647,
+                "mean": 0.0076192756668996015,
+                "stdev": 0.00035885924015311625,
+                "p50": 0.007501884937286377,
+                "p90": 0.008120666885375978,
+                "p95": 0.008161338138580321,
+                "p99": 0.008219602870941162,
                 "values": [
+                    0.008207640647888183,
+                    0.0078062028884887695,
+                    0.007702363967895508,
+                    0.007534684181213379,
+                    0.007726684093475342,
+                    0.007459805965423584,
+                    0.007659804821014404,
+                    0.007580123901367188,
+                    0.007454524993896485,
+                    0.007467484951019287,
+                    0.007314206123352051,
+                    0.007273406028747559,
+                    0.0073898849487304685,
+                    0.00742796516418457,
+                    0.007441885948181152,
+                    0.007566044807434082,
+                    0.007236926078796386,
+                    0.007366206169128418,
+                    0.008038521766662598,
+                    0.007983481884002686,
+                    0.007501884937286377,
+                    0.007593403816223145,
+                    0.007316606044769287,
+                    0.007257406234741211,
+                    0.007235486030578614,
+                    0.007312766075134277,
+                    0.007251965999603272,
+                    0.0072030057907104495,
+                    0.007214526176452637,
+                    0.0072905259132385256,
+                    0.00727276611328125,
+                    0.007216765880584717,
+                    0.007906843185424804,
+                    0.007756604194641113,
+                    0.008098683357238769,
+                    0.007566204071044922,
+                    0.00749516487121582,
+                    0.007213086128234863,
+                    0.007261566162109375,
+                    0.00724748706817627,
+                    0.007233407020568848,
+                    0.00721004581451416,
+                    0.007180446147918701,
+                    0.007152767181396485,
+                    0.00741740608215332,
+                    0.008028762817382813,
+                    0.00808236312866211,
+                    0.008122842788696289,
+                    0.008120122909545899,
+                    0.008071803092956542,
+                    0.008066202163696289,
+                    0.008236122131347657,
+                    0.008101242065429688,
+                    0.008127801895141602,
+                    0.00816108226776123,
+                    0.008163640975952149,
+                    0.008089882850646973,
+                    0.008115962982177734,
+                    0.008004762649536134
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
+                "value": 131.24607163700577
             },
             "energy": null,
             "efficiency": null