Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub

cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json

@@ -3,7 +3,7 @@
         "name": "cuda_inference_transformers_text-generation_openai-community/gpt2",
         "backend": {
             "name": "pytorch",
-            "version": "2.4.1+cu124",
+            "version": "2.5.1+cu124",
             "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
             "task": "text-generation",
             "library": "transformers",
@@ -44,9 +44,8 @@
             "duration": 1,
             "warmup_runs": 1,
             "input_shapes": {
-                "batch_size": 1,
-                "num_choices": 2,
-                "sequence_length": 2
+                "batch_size": 2,
+                "sequence_length": 16
             },
             "new_tokens": null,
             "memory": true,
@@ -73,10 +72,10 @@
         "environment": {
             "cpu": " AMD EPYC 7R32",
             "cpu_count": 16,
-            "cpu_ram_mb": 66697.261056,
+            "cpu_ram_mb": 66697.248768,
             "system": "Linux",
             "machine": "x86_64",
-            "platform": "Linux-5.10.225-213.878.amzn2.x86_64-x86_64-with-glibc2.35",
+            "platform": "Linux-5.10.227-219.884.amzn2.x86_64-x86_64-with-glibc2.35",
             "processor": "x86_64",
             "python_version": "3.10.12",
             "gpu": [
@@ -86,15 +85,15 @@
             "gpu_vram_mb": 24146608128,
             "optimum_benchmark_version": "0.5.0.dev0",
             "optimum_benchmark_commit": null,
-            "transformers_version": "4.45.2",
+            "transformers_version": "4.46.3",
             "transformers_commit": null,
-            "accelerate_version": "1.0.1",
+            "accelerate_version": "1.1.1",
             "accelerate_commit": null,
-            "diffusers_version": "0.30.3",
+            "diffusers_version": "0.31.0",
             "diffusers_commit": null,
             "optimum_version": null,
             "optimum_commit": null,
-            "timm_version": "1.0.9",
+            "timm_version": "1.0.11",
             "timm_commit": null,
             "peft_version": "0.13.2",
             "peft_commit": null
@@ -106,7 +105,7 @@
         "load": {
             "memory": {
                 "unit": "MB",
-                "max_ram": 805.425152,
+                "max_ram": 820.023296,
                 "max_global_vram": 1362.624512,
                 "max_process_vram": 0.0,
                 "max_reserved": 725.614592,
@@ -115,15 +114,15 @@
             "latency": {
                 "unit": "s",
                 "values": [
-                    0.0794808349609375
+                    0.08057241821289063
                 ],
                 "count": 1,
-                "total": 0.0794808349609375,
-                "mean": 0.0794808349609375,
-                "p50": 0.0794808349609375,
-                "p90": 0.0794808349609375,
-                "p95": 0.0794808349609375,
-                "p99": 0.0794808349609375,
+                "total": 0.08057241821289063,
+                "mean": 0.08057241821289063,
+                "p50": 0.08057241821289063,
+                "p90": 0.08057241821289063,
+                "p95": 0.08057241821289063,
+                "p99": 0.08057241821289063,
                 "stdev": 0,
                 "stdev_": 0
             },
@@ -134,223 +133,219 @@
         "prefill": {
             "memory": {
                 "unit": "MB",
-                "max_ram": 1239.240704,
-                "max_global_vram": 1373.110272,
+                "max_ram": 1271.857152,
+                "max_global_vram": 1379.401728,
                 "max_process_vram": 0.0,
-                "max_reserved": 725.614592,
-                "max_allocated": 522.410496
+                "max_reserved": 731.906048,
+                "max_allocated": 538.394112
             },
             "latency": {
                 "unit": "s",
                 "values": [
-                    0.007563104152679443,
-                    0.007074528217315674,
-                    0.007619584083557129,
-                    0.007390336036682129,
-                    0.007259488105773926,
-                    0.007963391780853271,
-                    0.007370272159576416,
-                    0.007445407867431641,
-                    0.007390592098236084,
-                    0.007270336151123047,
-                    0.007045343875885009,
-                    0.007371903896331787,
-                    0.0069781761169433595,
-                    0.007046976089477539,
-                    0.0073396477699279785,
-                    0.0069671359062194824,
-                    0.007115839958190918,
-                    0.007059616088867187,
-                    0.007294112205505371,
-                    0.007380032062530518,
-                    0.007222432136535645,
-                    0.00726585578918457,
-                    0.0071428799629211425,
-                    0.007104479789733887,
-                    0.0070548801422119145,
-                    0.007033728122711182,
-                    0.00671830415725708,
-                    0.006924575805664063,
-                    0.006634943962097168,
-                    0.0069053759574890135,
-                    0.0070965437889099125,
-                    0.007190976142883301,
-                    0.007565536022186279,
-                    0.00704204797744751,
-                    0.007143616199493408,
-                    0.007018623828887939,
-                    0.00704095983505249,
-                    0.006777503967285156,
-                    0.00683622407913208,
-                    0.0069474239349365235,
-                    0.006791264057159424,
-                    0.006776319980621338,
-                    0.006799136161804199,
-                    0.0065170879364013674,
-                    0.0064934720993041995,
-                    0.006487584114074707,
-                    0.006565951824188233,
-                    0.006585087776184082,
-                    0.0065131840705871585,
-                    0.0064817600250244144,
-                    0.006465727806091308,
-                    0.006477952003479004,
-                    0.006467328071594238,
-                    0.006580512046813965,
-                    0.006681151866912842,
-                    0.006500895977020264,
-                    0.006553599834442139,
-                    0.00648902416229248,
-                    0.00648748779296875,
-                    0.006473472118377685,
-                    0.00663212776184082,
-                    0.006619328022003173,
-                    0.006511775970458984,
-                    0.006520864009857178,
-                    0.006494463920593262,
-                    0.00646284818649292,
-                    0.0064757118225097655,
-                    0.006559967994689941,
-                    0.006517983913421631,
-                    0.006467967987060547,
-                    0.006519167900085449,
-                    0.00646892786026001
+                    0.007254784107208252,
+                    0.007166304111480713,
+                    0.007696608066558838,
+                    0.007599487781524659,
+                    0.007474912166595459,
+                    0.007653728008270264,
+                    0.007188032150268555,
+                    0.007287871837615967,
+                    0.007186048030853272,
+                    0.007149216175079346,
+                    0.0071389441490173336,
+                    0.007209727764129639,
+                    0.007270271778106689,
+                    0.007109216213226318,
+                    0.007147295951843262,
+                    0.007183968067169189,
+                    0.007244448184967041,
+                    0.007181856155395508,
+                    0.007249216079711914,
+                    0.007565440177917481,
+                    0.007263455867767334,
+                    0.007193600177764893,
+                    0.007317088127136231,
+                    0.007165056228637695,
+                    0.007136064052581787,
+                    0.007228064060211182,
+                    0.007218815803527832,
+                    0.007142943859100342,
+                    0.00757587194442749,
+                    0.007909664154052734,
+                    0.007671135902404785,
+                    0.007786240100860596,
+                    0.007168032169342041,
+                    0.0071008319854736325,
+                    0.007165023803710938,
+                    0.007044832229614258,
+                    0.007077280044555664,
+                    0.007095903873443604,
+                    0.007288671970367431,
+                    0.007274847984313965,
+                    0.007077248096466065,
+                    0.007067008018493652,
+                    0.007087840080261231,
+                    0.0073229122161865235,
+                    0.00726854419708252,
+                    0.0073740482330322266,
+                    0.007413055896759033,
+                    0.00726416015625,
+                    0.0074650559425354,
+                    0.007387968063354492,
+                    0.007237215995788574,
+                    0.007384160041809082,
+                    0.0073372478485107424,
+                    0.007459136009216308,
+                    0.007320735931396484,
+                    0.007072159767150879,
+                    0.007052159786224365,
+                    0.007131135940551757,
+                    0.007057536125183106,
+                    0.0070594558715820314,
+                    0.007089536190032959,
+                    0.007127488136291504,
+                    0.007237247943878174,
+                    0.007238368034362793,
+                    0.00720851182937622,
+                    0.007162879943847656,
+                    0.007212512016296387,
+                    0.007167168140411377,
+                    0.0071060161590576175,
+                    0.007149087905883789
                 ],
-                "count": 72,
-                "total": 0.4960518712997436,
-                "mean": 0.006889609323607551,
-                "p50": 0.006870800018310547,
-                "p90": 0.0073792192459106445,
-                "p95": 0.007498371195793152,
-                "p99": 0.007719288315773012,
-                "stdev": 0.0003690839122040811,
-                "stdev_": 5.357109450885679
+                "count": 70,
+                "total": 0.508318401813507,
+                "mean": 0.007261691454478672,
+                "p50": 0.007211119890213013,
+                "p90": 0.007566483354568482,
+                "p95": 0.007663302350044251,
+                "p99": 0.007824501557350158,
+                "stdev": 0.0001856147474409133,
+                "stdev_": 2.5560814392139286
             },
             "throughput": {
                 "unit": "tokens/s",
-                "value": 290.29222210712464
+                "value": 4406.686816783422
             },
             "energy": {
                 "unit": "kWh",
-                "cpu": 8.070860883880687e-08,
-                "ram": 4.4093493089416336e-08,
-                "gpu": 1.508825848027191e-07,
-                "total": 2.756846867309423e-07
+                "cpu": 8.898257377176823e-08,
+                "ram": 4.862536330930314e-08,
+                "gpu": 1.899607655671635e-07,
+                "total": 3.2756870264823486e-07
             },
             "efficiency": {
                 "unit": "tokens/kWh",
-                "value": 7254664.826385236
+                "value": 97689430.46541212
             }
         },
         "decode": {
             "memory": {
                 "unit": "MB",
-                "max_ram": 1239.240704,
-                "max_global_vram": 1373.110272,
+                "max_ram": 1271.857152,
+                "max_global_vram": 1379.401728,
                 "max_process_vram": 0.0,
-                "max_reserved": 725.614592,
-                "max_allocated": 522.458112
+                "max_reserved": 731.906048,
+                "max_allocated": 538.394624
             },
             "latency": {
                 "unit": "s",
                 "values": [
-                    0.007265600204467773,
-                    0.007329472064971924,
-                    0.007769855976104736,
-                    0.007625343799591064,
-                    0.007656000137329102,
-                    0.007481919765472412,
-                    0.007632512092590332,
-                    0.008144800186157226,
-                    0.007702432155609131,
-                    0.007365695953369141,
-                    0.007539167881011963,
-                    0.007253888130187988,
-                    0.007248991966247558,
-                    0.007413023948669433,
-                    0.007374112129211426,
-                    0.00740940809249878,
-                    0.0072758722305297854,
-                    0.007467328071594238,
-                    0.0074431681632995605,
-                    0.007463295936584472,
-                    0.007446784019470215,
-                    0.007318016052246094,
-                    0.007370336055755615,
-                    0.0071125121116638185,
-                    0.007389791965484619,
-                    0.007171840190887451,
-                    0.00690828800201416,
-                    0.0069213762283325195,
-                    0.0073155198097229,
-                    0.007198495864868164,
-                    0.00732528018951416,
-                    0.007496992111206055,
-                    0.007481503963470459,
-                    0.007195007801055908,
-                    0.007311423778533935,
-                    0.007134719848632813,
-                    0.0069491519927978515,
-                    0.006940159797668457,
-                    0.0070032958984375,
-                    0.007012256145477295,
-                    0.007016191959381104,
-                    0.007090335845947266,
-                    0.00698144006729126,
-                    0.006718239784240723,
-                    0.006662367820739746,
-                    0.006722464084625244,
-                    0.006757984161376953,
-                    0.006653439998626709,
-                    0.006811872005462647,
-                    0.006717887878417969,
-                    0.006662752151489258,
-                    0.006661248207092285,
-                    0.0067255678176879885,
-                    0.0068206400871276855,
-                    0.006856319904327393,
-                    0.006690624237060547,
-                    0.0066713919639587406,
-                    0.00663644790649414,
-                    0.006696127891540528,
-                    0.00667523193359375,
-                    0.0067881917953491215,
-                    0.006772640228271484,
-                    0.006717951774597168,
-                    0.006643487930297852,
-                    0.006691232204437256,
-                    0.0066648640632629395,
-                    0.006657760143280029,
-                    0.007117504119873047,
-                    0.006696640014648437,
-                    0.00666707181930542,
-                    0.006659359931945801,
-                    0.006716512203216553
+                    0.006964479923248291,
+                    0.0074273600578308105,
+                    0.007358560085296631,
+                    0.007215904235839844,
+                    0.0072362241744995115,
+                    0.007232351779937744,
+                    0.006999360084533691,
+                    0.006936384201049805,
+                    0.007104703903198242,
+                    0.006933824062347412,
+                    0.006867775917053223,
+                    0.007179711818695068,
+                    0.0068599038124084475,
+                    0.006990943908691406,
+                    0.006901984214782715,
+                    0.007149663925170899,
+                    0.006992159843444824,
+                    0.006970111846923828,
+                    0.007403584003448487,
+                    0.007169407844543457,
+                    0.007113599777221679,
+                    0.007283679962158203,
+                    0.006960544109344482,
+                    0.006933023929595947,
+                    0.006952352046966552,
+                    0.007119552135467529,
+                    0.006916128158569336,
+                    0.0068718080520629886,
+                    0.0076265277862548825,
+                    0.0075485119819641115,
+                    0.007283455848693847,
+                    0.0073042879104614255,
+                    0.006844192028045654,
+                    0.006899871826171875,
+                    0.006960224151611328,
+                    0.0069978880882263185,
+                    0.006888192176818847,
+                    0.006997439861297607,
+                    0.006946944236755371,
+                    0.006890560150146484,
+                    0.0068579201698303225,
+                    0.006834496021270752,
+                    0.006848639965057373,
+                    0.00710265588760376,
+                    0.007163519859313965,
+                    0.0071430401802062985,
+                    0.007201312065124511,
+                    0.007099455833435059,
+                    0.007234752178192139,
+                    0.0076332478523254395,
+                    0.007074240207672119,
+                    0.007002592086791992,
+                    0.007033535957336426,
+                    0.00725497579574585,
+                    0.007183135986328125,
+                    0.006851295948028565,
+                    0.006895552158355713,
+                    0.006926623821258545,
+                    0.006863584041595459,
+                    0.00690012788772583,
+                    0.006904352188110352,
+                    0.007177120208740235,
+                    0.006999711990356445,
+                    0.0070997757911682126,
+                    0.006955103874206543,
+                    0.006883488178253174,
+                    0.006900032043457031,
+                    0.006867519855499268,
+                    0.006942815780639648,
+                    0.0069552001953125
                 ],
-                "count": 72,
-                "total": 0.5098864326477051,
-                "mean": 0.007081756008995904,
-                "p50": 0.007053263902664185,
-                "p90": 0.00749548487663269,
-                "p95": 0.007643081712722779,
-                "p99": 0.00787858979701996,
-                "stdev": 0.0003597204918548112,
-                "stdev_": 5.079538060868813
+                "count": 70,
+                "total": 0.4940230078697204,
+                "mean": 0.007057471540996007,
+                "p50": 0.006994799852371216,
+                "p90": 0.007285740756988525,
+                "p95": 0.007416660833358765,
+                "p99": 0.007628611006736755,
+                "stdev": 0.00018995810267578782,
+                "stdev_": 2.691588645768445
             },
             "throughput": {
                 "unit": "tokens/s",
-                "value": 141.20791491964806
+                "value": 283.3876110420339
             },
             "energy": {
                 "unit": "kWh",
-                "cpu": 7.467098578600935e-08,
-                "ram": 4.080429511734141e-08,
-                "gpu": 1.3773957971675356e-07,
-                "total": 2.532148606201042e-07
+                "cpu": 8.164643921434377e-08,
+                "ram": 4.439476142377347e-08,
+                "gpu": 1.5735697260426476e-07,
+                "total": 2.83398173242382e-07
             },
             "efficiency": {
                 "unit": "tokens/kWh",
-                "value": 3949215.293095654
+                "value": 7057208.510266082
             }
         },
         "per_token": {
@@ -358,92 +353,90 @@
             "latency": {
                 "unit": "s",
                 "values": [
-                    0.006738944053649902,
-                    0.006834176063537598,
-                    0.007260159969329834,
-                    0.007098368167877197,
-                    0.007032832145690918,
-                    0.006959104061126709,
-                    0.0071157760620117185,
-                    0.007633855819702148,
-                    0.007169023990631103,
-                    0.006818816184997558,
-                    0.007017471790313721,
-                    0.0067717118263244626,
-                    0.00673689603805542,
-                    0.0068351998329162595,
-                    0.006871039867401123,
-                    0.0068986878395080565,
-                    0.006765567779541016,
-                    0.006910975933074951,
-                    0.00692633581161499,
-                    0.00694374418258667,
-                    0.006916096210479736,
-                    0.006818816184997558,
-                    0.006856704235076904,
-                    0.006605823993682861,
-                    0.006906879901885986,
-                    0.0067051520347595215,
-                    0.006466559886932373,
-                    0.0064849920272827145,
-                    0.0068986878395080565,
-                    0.0067358717918396,
-                    0.006882304191589355,
+                    0.0066068158149719235,
+                    0.006960127830505371,
                     0.006985727787017822,
-                    0.007044095993041993,
-                    0.006761472225189209,
-                    0.0068577280044555666,
-                    0.006708223819732666,
+                    0.006853631973266602,
+                    0.006813695907592773,
+                    0.006863872051239014,
+                    0.006635519981384277,
+                    0.006583295822143555,
+                    0.006744063854217529,
+                    0.006573056221008301,
+                    0.006502399921417237,
+                    0.006633471965789795,
+                    0.006511616230010986,
+                    0.006625279903411865,
+                    0.006536191940307618,
+                    0.006772736072540283,
+                    0.006627327919006347,
+                    0.006618112087249756,
+                    0.007001088142395019,
+                    0.006798240184783935,
+                    0.006750207901000976,
+                    0.006917119979858399,
+                    0.006602752208709717,
+                    0.006566751956939698,
+                    0.00658841609954834,
+                    0.006750207901000976,
+                    0.006552480220794678,
+                    0.0065177597999572755,
+                    0.007157760143280029,
+                    0.0071188478469848635,
+                    0.006905856132507324,
+                    0.006944767951965332,
+                    0.006495232105255127,
+                    0.006549471855163574,
+                    0.006568960189819336,
+                    0.006633471965789795,
+                    0.006516736030578613,
+                    0.006629280090332031,
+                    0.006595615863800049,
+                    0.006534143924713135,
+                    0.006508575916290283,
+                    0.006486015796661377,
+                    0.006499328136444092,
+                    0.006724607944488525,
+                    0.006793312072753906,
+                    0.006758399963378906,
+                    0.006845439910888672,
+                    0.00674508810043335,
+                    0.006875135898590088,
+                    0.0072540159225463864,
+                    0.0067123198509216305,
+                    0.006654975891113281,
+                    0.00667955207824707,
+                    0.00690176010131836,
+                    0.006829055786132812,
+                    0.006498303890228272,
+                    0.006534143924713135,
+                    0.00657203197479248,
+                    0.006511616230010986,
+                    0.0065484800338745115,
                     0.006550528049468994,
-                    0.006542335987091064,
-                    0.006592512130737305,
-                    0.0066078720092773435,
-                    0.006598656177520752,
-                    0.006688767910003662,
-                    0.006563839912414551,
-                    0.0063170561790466305,
-                    0.006269951820373535,
-                    0.0063211522102355954,
-                    0.006359039783477783,
-                    0.006266880035400391,
-                    0.0064143362045288085,
-                    0.006322175979614258,
-                    0.00626585578918457,
-                    0.006254591941833496,
-                    0.006333439826965332,
-                    0.006416384220123291,
-                    0.006429696083068847,
-                    0.006304768085479737,
-                    0.006273024082183838,
-                    0.0062494721412658695,
-                    0.006295487880706787,
-                    0.00628326416015625,
-                    0.006393856048583985,
-                    0.006367199897766114,
-                    0.006333439826965332,
-                    0.006259712219238281,
-                    0.006296576023101807,
-                    0.006281216144561768,
-                    0.006266880035400391,
-                    0.006714367866516113,
-                    0.006294528007507324,
-                    0.006280191898345947,
-                    0.006269951820373535,
-                    0.0063272957801818845
+                    0.006823935985565186,
+                    0.006638591766357422,
+                    0.0067420158386230465,
+                    0.006585343837738037,
+                    0.006532095909118653,
+                    0.0065474557876586915,
+                    0.006518784046173095,
+                    0.006591487884521485,
+                    0.006589439868927002
                 ],
-                "count": 72,
-                "total": 0.4775801277160646,
-                "mean": 0.006633057329389785,
-                "p50": 0.006606848001480103,
-                "p90": 0.007014297389984131,
-                "p95": 0.007106201720237732,
-                "p99": 0.007368531765937807,
-                "stdev": 0.0003094969818185124,
-                "stdev_": 4.665977790470641
+                "count": 70,
+                "total": 0.468193950176239,
+                "mean": 0.0066884850025177,
+                "p50": 0.006628304004669189,
+                "p90": 0.006919884777069092,
+                "p95": 0.006994175982475281,
+                "p99": 0.0071875994348526,
+                "stdev": 0.00017476595346062866,
+                "stdev_": 2.612937808709188
             },
             "throughput": {
                 "unit": "tokens/s",
-                "value": 150.7600417637271
+                "value": 299.0213776732928
             },
             "energy": null,
             "efficiency": null