Datasets:

optimum-benchmark
/

rocm

Dataset card Viewer Files Files and versions Community

IlyasMoutawwakil HF staff commited on May 17, 2024

Commit

c50c273

verified ·

1 Parent(s): bd6c331

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 +207 -207

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

@@ -83,7 +83,7 @@
             "gpu_count": 1,
             "gpu_vram_mb": 68702699520,
             "optimum_benchmark_version": "0.2.0",
-            "optimum_benchmark_commit": "e65976e2695b67f37a76baa42b75347a3a733547",
             "transformers_version": "4.40.2",
             "transformers_commit": null,
             "accelerate_version": "0.30.1",
@@ -102,87 +102,87 @@
         "prefill": {
             "memory": {
                 "unit": "MB",
-                "max_ram": 1049.74336,
-                "max_global_vram": 2098.782208,
-                "max_process_vram": 297952.70656,
                 "max_reserved": 725.614592,
                 "max_allocated": 512.832512
             },
             "latency": {
                 "unit": "s",
                 "count": 59,
-                "total": 0.5015539178848266,
-                "mean": 0.00850091386245469,
-                "stdev": 0.0006121904479773324,
-                "p50": 0.008356648445129395,
-                "p90": 0.009251657295227051,
-                "p95": 0.009350936794281006,
-                "p99": 0.009856860561370851,
                 "values": [
-                    0.009404648780822754,
-                    0.009344968795776367,
-                    0.00945056915283203,
-                    0.009336488723754883,
-                    0.009256009101867677,
-                    0.009241608619689942,
-                    0.00907184886932373,
-                    0.009038249015808105,
-                    0.00904592800140381,
-                    0.009104008674621583,
-                    0.00905392837524414,
-                    0.009250569343566894,
-                    0.010417929649353027,
-                    0.009221288681030273,
-                    0.008876969337463379,
-                    0.008871369361877442,
-                    0.008881288528442383,
-                    0.008890727996826171,
-                    0.008874728202819824,
-                    0.008903207778930665,
-                    0.008887687683105468,
-                    0.008874888420104981,
-                    0.008876008033752441,
-                    0.008932007789611816,
-                    0.008915529251098633,
-                    0.008728487968444824,
-                    0.008095368385314942,
-                    0.007916967868804931,
-                    0.007865767955780029,
-                    0.00788800811767578,
-                    0.007905608177185058,
-                    0.007913607120513916,
-                    0.007880967140197754,
-                    0.007911847114562989,
-                    0.007906567096710206,
-                    0.00789968776702881,
-                    0.007891047954559326,
-                    0.00786512804031372,
-                    0.007865286827087403,
-                    0.007872006893157958,
-                    0.007874406814575196,
-                    0.00787792682647705,
-                    0.007863848209381104,
-                    0.007882728099822997,
-                    0.008460968017578126,
-                    0.008356648445129395,
-                    0.008266887664794921,
-                    0.008801128387451172,
-                    0.008885767936706543,
-                    0.008276807785034179,
-                    0.00830080795288086,
-                    0.008077608108520509,
-                    0.00791152811050415,
-                    0.00789296817779541,
-                    0.007885286808013916,
-                    0.007885927200317383,
-                    0.007884006977081299,
-                    0.007870247840881348,
-                    0.007869607925415039
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
-                "value": 235.26882313597375
             },
             "energy": null,
             "efficiency": null
@@ -190,87 +190,87 @@
         "decode": {
             "memory": {
                 "unit": "MB",
-                "max_ram": 1049.74336,
-                "max_global_vram": 2098.774016,
-                "max_process_vram": 301873.123328,
                 "max_reserved": 725.614592,
                 "max_allocated": 513.056256
             },
             "latency": {
                 "unit": "s",
                 "count": 59,
-                "total": 0.5063924775123598,
-                "mean": 0.008582923347667113,
-                "stdev": 0.000572180068327948,
-                "p50": 0.008450087547302245,
-                "p90": 0.009310408401489258,
-                "p95": 0.009457608795166016,
-                "p99": 0.009593852424621583,
                 "values": [
-                    0.009348169326782226,
-                    0.009650089263916016,
-                    0.009497928619384765,
-                    0.009453128814697266,
-                    0.009300968170166016,
-                    0.009234728813171387,
-                    0.009183208465576171,
-                    0.009127049446105958,
-                    0.00925360870361328,
-                    0.00914992904663086,
-                    0.009215529441833497,
-                    0.009402568817138673,
-                    0.009553129196166993,
-                    0.009067048072814941,
-                    0.009054887771606445,
-                    0.009033127784729004,
-                    0.009057288169860839,
-                    0.009046408653259277,
-                    0.009101449012756347,
-                    0.009005928993225098,
-                    0.00903904914855957,
-                    0.009036969184875489,
-                    0.00902176856994629,
-                    0.009003688812255859,
-                    0.009011207580566406,
-                    0.008013928413391113,
-                    0.008559207916259765,
-                    0.007986886978149414,
-                    0.0080532865524292,
-                    0.007966886997222901,
-                    0.007973127841949463,
-                    0.007995528221130371,
-                    0.007981287956237792,
-                    0.008004167556762695,
-                    0.008026087760925293,
-                    0.008005287170410156,
-                    0.007980327129364013,
-                    0.00797504711151123,
-                    0.007985608100891113,
-                    0.007999527931213378,
-                    0.008067367553710937,
-                    0.007975207805633546,
-                    0.008159847259521484,
-                    0.007991527080535889,
-                    0.00870944881439209,
-                    0.008450087547302245,
-                    0.008465767860412598,
-                    0.009047689437866211,
-                    0.008396167755126954,
-                    0.00838096809387207,
-                    0.008401127815246582,
-                    0.007988486766815186,
-                    0.007986727237701417,
-                    0.00800320816040039,
-                    0.008088647842407226,
-                    0.007995368003845215,
-                    0.007986567020416259,
-                    0.007988327026367188,
-                    0.00795488691329956
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
-                "value": 116.51041952644324
             },
             "energy": null,
             "efficiency": null
@@ -280,77 +280,77 @@
             "latency": {
                 "unit": "s",
                 "count": 58,
-                "total": 0.9911927680969236,
-                "mean": 0.01708953048442972,
-                "stdev": 0.0011617367120683234,
-                "p50": 0.01679529571533203,
-                "p90": 0.018582129096984864,
-                "p95": 0.018825834465026857,
-                "p99": 0.019465732326507567,
                 "values": [
-                    0.01897121810913086,
-                    0.01901873779296875,
-                    0.018800178527832032,
-                    0.018672658920288087,
-                    0.018546417236328126,
-                    0.01831537628173828,
-                    0.0181920166015625,
-                    0.0183150577545166,
-                    0.01831857681274414,
-                    0.01827569770812988,
-                    0.018665456771850587,
-                    0.02005825996398926,
-                    0.01835441780090332,
-                    0.01794753646850586,
-                    0.01795889663696289,
-                    0.01797105598449707,
-                    0.017978736877441406,
-                    0.01800929641723633,
-                    0.017951536178588866,
-                    0.01795569610595703,
-                    0.017943538665771485,
-                    0.01793281555175781,
-                    0.01797105598449707,
-                    0.017957775115966797,
-                    0.016790096282958984,
-                    0.016713775634765626,
-                    0.015930415153503418,
-                    0.0159456148147583,
-                    0.015883854866027832,
-                    0.015906254768371583,
-                    0.015929935455322265,
-                    0.015902255058288576,
-                    0.01593873596191406,
-                    0.015959375381469725,
-                    0.015939374923706055,
-                    0.015900175094604493,
-                    0.01585841464996338,
-                    0.015882895469665526,
-                    0.015898735046386718,
-                    0.015970895767211914,
-                    0.015891855239868163,
-                    0.016047534942626954,
-                    0.01590353488922119,
-                    0.01715313529968262,
-                    0.01684561538696289,
-                    0.01680049514770508,
-                    0.017834896087646483,
-                    0.017317935943603514,
-                    0.016728975296020507,
-                    0.01672929573059082,
-                    0.01610113525390625,
-                    0.015921295166015623,
-                    0.01592593479156494,
-                    0.01599809455871582,
-                    0.01591665554046631,
-                    0.01589889430999756,
-                    0.015887535095214844,
-                    0.015857134819030762
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
-                "value": 58.515358330710164
             },
             "energy": null,
             "efficiency": null

             "gpu_count": 1,
             "gpu_vram_mb": 68702699520,
             "optimum_benchmark_version": "0.2.0",
+            "optimum_benchmark_commit": "519f5ad32b6cd1fea2bd501503e24d19a1e23c22",
             "transformers_version": "4.40.2",
             "transformers_commit": null,
             "accelerate_version": "0.30.1",
         "prefill": {
             "memory": {
                 "unit": "MB",
+                "max_ram": 1049.112576,
+                "max_global_vram": 2744.098816,
+                "max_process_vram": 320496.500736,
                 "max_reserved": 725.614592,
                 "max_allocated": 512.832512
             },
             "latency": {
                 "unit": "s",
                 "count": 59,
+                "total": 0.505707465171814,
+                "mean": 0.008571312969013796,
+                "stdev": 0.0010269707030393937,
+                "p50": 0.008382218360900879,
+                "p90": 0.008886664199829102,
+                "p95": 0.008930297088623047,
+                "p99": 0.011952058181762707,
                 "values": [
+                    0.01596267795562744,
+                    0.008657096862792969,
+                    0.009047816276550293,
+                    0.008353418350219726,
+                    0.00882237720489502,
+                    0.008603657722473144,
+                    0.008427337646484375,
+                    0.008367657661437988,
+                    0.007881578922271728,
+                    0.007981258869171143,
+                    0.008163018226623535,
+                    0.008199817657470703,
+                    0.008452937126159668,
+                    0.008555497169494629,
+                    0.008366058349609375,
+                    0.00852205753326416,
+                    0.00831885814666748,
+                    0.008111019134521485,
+                    0.008260937690734863,
+                    0.008269417762756347,
+                    0.008246857643127442,
+                    0.00827741813659668,
+                    0.008110858917236329,
+                    0.008441577911376954,
+                    0.008071819305419921,
+                    0.008382218360900879,
+                    0.008189417839050294,
+                    0.008079018592834473,
+                    0.008192138671875,
+                    0.007849578857421874,
+                    0.007866539001464844,
+                    0.008266218185424805,
+                    0.008115018844604492,
+                    0.00809213924407959,
+                    0.007873418807983399,
+                    0.008087339401245118,
+                    0.007986538887023926,
+                    0.008239018440246581,
+                    0.00826077938079834,
+                    0.008550537109375,
+                    0.008373417854309083,
+                    0.008485418319702148,
+                    0.008643177032470703,
+                    0.008530696868896485,
+                    0.008846536636352539,
+                    0.008941096305847168,
+                    0.008822216987609863,
+                    0.008848136901855468,
+                    0.008875656127929687,
+                    0.008886216163635254,
+                    0.008875656127929687,
+                    0.008880776405334473,
+                    0.008929097175598144,
+                    0.008858696937561035,
+                    0.008882376670837402,
+                    0.008888456344604492,
+                    0.0088890962600708,
+                    0.008866536140441894,
+                    0.008881256103515625
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
+                "value": 233.33648033040117
             },
             "energy": null,
             "efficiency": null
         "decode": {
             "memory": {
                 "unit": "MB",
+                "max_ram": 1049.112576,
+                "max_global_vram": 2744.090624,
+                "max_process_vram": 284232.388608,
                 "max_reserved": 725.614592,
                 "max_allocated": 513.056256
             },
             "latency": {
                 "unit": "s",
                 "count": 59,
+                "total": 0.5032809133529663,
+                "mean": 0.008530184972084175,
+                "stdev": 0.00032734797770625495,
+                "p50": 0.008479178428649902,
+                "p90": 0.008943880081176758,
+                "p95": 0.00897404041290283,
+                "p99": 0.009025355644226074,
                 "values": [
+                    0.008836457252502442,
+                    0.008606857299804687,
+                    0.008979657173156737,
+                    0.008704776763916016,
+                    0.008585257530212402,
+                    0.008500137329101563,
+                    0.008106538772583008,
+                    0.008119338035583496,
+                    0.007935978889465333,
+                    0.008415018081665039,
+                    0.008100459098815918,
+                    0.008232298851013184,
+                    0.008479178428649902,
+                    0.008152778625488282,
+                    0.008381736755371095,
+                    0.008445577621459961,
+                    0.008139657974243163,
+                    0.008363818168640137,
+                    0.00830317783355713,
+                    0.008263338088989257,
+                    0.008372777938842774,
+                    0.008330218315124512,
+                    0.00833517837524414,
+                    0.00841469669342041,
+                    0.008215977668762206,
+                    0.008420138359069825,
+                    0.008817736625671386,
+                    0.008444936752319335,
+                    0.007907818794250489,
+                    0.008340937614440918,
+                    0.008095819473266602,
+                    0.008149578094482421,
+                    0.008342377662658692,
+                    0.008257098197937011,
+                    0.00825773811340332,
+                    0.008308777809143067,
+                    0.00790717887878418,
+                    0.008583176612854003,
+                    0.008560457229614259,
+                    0.008785737037658692,
+                    0.008550698280334473,
+                    0.008694376945495606,
+                    0.008506697654724121,
+                    0.008782377243041992,
+                    0.008917415618896484,
+                    0.00894477653503418,
+                    0.008941255569458007,
+                    0.008932616233825684,
+                    0.00892605686187744,
+                    0.008958057403564453,
+                    0.0089292573928833,
+                    0.008980937004089355,
+                    0.008973416328430175,
+                    0.008943655967712402,
+                    0.009086695671081543,
+                    0.008920936584472657,
+                    0.0089292573928833,
+                    0.008939817428588867,
+                    0.008922216415405273
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
+                "value": 117.23075211998253
             },
             "energy": null,
             "efficiency": null
             "latency": {
                 "unit": "s",
                 "count": 58,
+                "total": 0.9861196327209469,
+                "mean": 0.01700206263311978,
+                "stdev": 0.0006390946819251854,
+                "p50": 0.016866596221923828,
+                "p90": 0.017863296127319336,
+                "p95": 0.01792263927459717,
+                "p99": 0.01803110363006592,
                 "values": [
+                    0.017296913146972657,
+                    0.018094032287597657,
+                    0.017103475570678713,
+                    0.01749499320983887,
+                    0.017091154098510742,
+                    0.016615957260131837,
+                    0.016517236709594728,
+                    0.015840598106384277,
+                    0.01643419647216797,
+                    0.016294197082519533,
+                    0.016440916061401366,
+                    0.016969396591186525,
+                    0.016727476119995116,
+                    0.016804275512695314,
+                    0.017008596420288086,
+                    0.016490995407104494,
+                    0.01650651741027832,
+                    0.01659531593322754,
+                    0.01654107666015625,
+                    0.016694835662841797,
+                    0.01658859634399414,
+                    0.016521717071533205,
+                    0.01688107681274414,
+                    0.016308757781982423,
+                    0.01684299659729004,
+                    0.017011796951293946,
+                    0.016599475860595705,
+                    0.016127477645874022,
+                    0.016220436096191407,
+                    0.015947797775268554,
+                    0.016466997146606446,
+                    0.0165186767578125,
+                    0.016377237319946288,
+                    0.016162036895751953,
+                    0.016414997100830078,
+                    0.015923157691955566,
+                    0.016817075729370117,
+                    0.016852115631103514,
+                    0.01736955451965332,
+                    0.01695067596435547,
+                    0.01722251319885254,
+                    0.01717707633972168,
+                    0.01734827423095703,
+                    0.0177916316986084,
+                    0.017920431137084962,
+                    0.017796911239624024,
+                    0.017811151504516603,
+                    0.017833232879638672,
+                    0.01787931251525879,
+                    0.017840272903442384,
+                    0.017895952224731445,
+                    0.017935152053833007,
+                    0.017831472396850585,
+                    0.017983631134033205,
+                    0.01785643196105957,
+                    0.01784587287902832,
+                    0.01784779167175293,
+                    0.017837711334228516
                 ]
             },
             "throughput": {
                 "unit": "tokens/s",
+                "value": 58.81639313879564
             },
             "energy": null,
             "efficiency": null