IlyasMoutawwakil's picture
Upload cuda_inference_transformers_fill-mask_hf-internal-testing/tiny-random-BertModel/benchmark.json with huggingface_hub
906c663 verified
raw
history blame
18.6 kB
{
"config": {
"name": "cuda_inference_transformers_fill-mask_hf-internal-testing/tiny-random-BertModel",
"backend": {
"name": "pytorch",
"version": "2.3.1+rocm5.7",
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
"task": "fill-mask",
"library": "transformers",
"model_type": "bert",
"model": "hf-internal-testing/tiny-random-BertModel",
"processor": "hf-internal-testing/tiny-random-BertModel",
"device": "cuda",
"device_ids": "6",
"seed": 42,
"inter_op_num_threads": null,
"intra_op_num_threads": null,
"model_kwargs": {},
"processor_kwargs": {},
"no_weights": true,
"device_map": null,
"torch_dtype": null,
"eval_mode": true,
"to_bettertransformer": false,
"low_cpu_mem_usage": null,
"attn_implementation": null,
"cache_implementation": null,
"autocast_enabled": false,
"autocast_dtype": null,
"torch_compile": false,
"torch_compile_target": "forward",
"torch_compile_config": {},
"quantization_scheme": null,
"quantization_config": {},
"deepspeed_inference": false,
"deepspeed_inference_config": {},
"peft_type": null,
"peft_config": {}
},
"scenario": {
"name": "inference",
"_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
"iterations": 1,
"duration": 1,
"warmup_runs": 1,
"input_shapes": {
"batch_size": 2,
"sequence_length": 16,
"num_choices": 2
},
"new_tokens": null,
"memory": true,
"latency": true,
"energy": false,
"forward_kwargs": {},
"generate_kwargs": {
"max_new_tokens": 2,
"min_new_tokens": 2
},
"call_kwargs": {
"num_inference_steps": 2
}
},
"launcher": {
"name": "process",
"_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
"device_isolation": true,
"device_isolation_action": "warn",
"numactl": false,
"numactl_kwargs": {},
"start_method": "spawn"
},
"environment": {
"cpu": " AMD EPYC 7763 64-Core Processor",
"cpu_count": 128,
"cpu_ram_mb": 1082014.490624,
"system": "Linux",
"machine": "x86_64",
"platform": "Linux-5.15.0-122-generic-x86_64-with-glibc2.35",
"processor": "x86_64",
"python_version": "3.10.12",
"gpu": [
"Advanced Micro Devices, Inc. [AMD/ATI]",
"Advanced Micro Devices, Inc. [AMD/ATI]",
"Advanced Micro Devices, Inc. [AMD/ATI]",
"Advanced Micro Devices, Inc. [AMD/ATI]",
"Advanced Micro Devices, Inc. [AMD/ATI]",
"Advanced Micro Devices, Inc. [AMD/ATI]",
"Advanced Micro Devices, Inc. [AMD/ATI]",
"Advanced Micro Devices, Inc. [AMD/ATI]"
],
"gpu_count": 8,
"gpu_vram_mb": 549621596160,
"optimum_benchmark_version": "0.5.0.dev0",
"optimum_benchmark_commit": null,
"transformers_version": "4.47.0",
"transformers_commit": null,
"accelerate_version": "1.2.0",
"accelerate_commit": null,
"diffusers_version": "0.31.0",
"diffusers_commit": null,
"optimum_version": null,
"optimum_commit": null,
"timm_version": "1.0.12",
"timm_commit": null,
"peft_version": "0.14.0",
"peft_commit": null
},
"print_report": true,
"log_report": true
},
"report": {
"load_model": {
"memory": {
"unit": "MB",
"max_ram": 1050.91072,
"max_global_vram": 68702.69952,
"max_process_vram": 3752.0384,
"max_reserved": 2.097152,
"max_allocated": 0.534528
},
"latency": {
"unit": "s",
"values": [
0.2013408660888672
],
"count": 1,
"total": 0.2013408660888672,
"mean": 0.2013408660888672,
"p50": 0.2013408660888672,
"p90": 0.2013408660888672,
"p95": 0.2013408660888672,
"p99": 0.2013408660888672,
"stdev": 0,
"stdev_": 0
},
"throughput": null,
"energy": null,
"efficiency": null
},
"forward": {
"memory": {
"unit": "MB",
"max_ram": 1174.953984,
"max_global_vram": 68702.69952,
"max_process_vram": 61287.66976,
"max_reserved": 2.097152,
"max_allocated": 0.543744
},
"latency": {
"unit": "s",
"values": [
0.003660484075546265,
0.003544964075088501,
0.0034996840953826903,
0.0035302441120147704,
0.003474724054336548,
0.0034915239810943605,
0.003636804103851318,
0.0032700839042663576,
0.0032971229553222657,
0.003288163900375366,
0.0032785639762878418,
0.0032755229473114015,
0.0033099238872528075,
0.0033160040378570556,
0.003306243896484375,
0.0032665629386901857,
0.003282723903656006,
0.0033078439235687254,
0.003286082983016968,
0.003303044080734253,
0.003321284055709839,
0.0033084828853607176,
0.003334403991699219,
0.003313443899154663,
0.003317284107208252,
0.0033044829368591307,
0.003289923906326294,
0.003293764114379883,
0.003282243013381958,
0.003318403959274292,
0.0032740840911865236,
0.0033129639625549315,
0.003294243097305298,
0.0032651240825653078,
0.003283843994140625,
0.0032633628845214844,
0.003318243980407715,
0.0032822439670562743,
0.0033000040054321288,
0.003292323112487793,
0.0034478440284729005,
0.0033070440292358397,
0.003323683977127075,
0.003282083034515381,
0.0033126440048217775,
0.003284163951873779,
0.003287523031234741,
0.0032924840450286865,
0.0032758440971374513,
0.0032971229553222657,
0.003295203924179077,
0.003280643939971924,
0.0032924840450286865,
0.003299523115158081,
0.003321444034576416,
0.003299844026565552,
0.003292323112487793,
0.003280164003372192,
0.0032945640087127686,
0.00330016303062439,
0.0032929639816284178,
0.0033067240715026858,
0.003301284074783325,
0.0032816030979156492,
0.003286884069442749,
0.0033004839420318604,
0.003303523063659668,
0.0032974441051483155,
0.003290884017944336,
0.003312324047088623,
0.003292162895202637,
0.003295684099197388,
0.003302083969116211,
0.0032867228984832762,
0.0032880039215087893,
0.00330432391166687,
0.0033040030002593995,
0.0033129639625549315,
0.0032915239334106445,
0.0032894439697265625,
0.0032864029407501222,
0.003280164003372192,
0.003294244050979614,
0.003283202886581421,
0.00328576397895813,
0.00329120397567749,
0.0033088030815124512,
0.003288644075393677,
0.0032889640331268313,
0.0032785639762878418,
0.00331760311126709,
0.003294883966445923,
0.0032825639247894287,
0.003258882999420166,
0.0032724840641021728,
0.003280164003372192,
0.0032766430377960203,
0.0033000040054321288,
0.003322243928909302,
0.0032640039920806886,
0.0032668828964233397,
0.0032780840396881106,
0.0032785639762878418,
0.0032795228958129885,
0.0032774438858032225,
0.0032708840370178223,
0.0032929630279541016,
0.003297123908996582,
0.003328644037246704,
0.003469923973083496,
0.0037051239013671873,
0.0036532840728759767,
0.003717924118041992,
0.0037128040790557863,
0.0037209649085998536,
0.0037417640686035155,
0.0037409639358520507,
0.0037424039840698244,
0.0037313640117645265,
0.0038256049156188965,
0.0038027238845825197,
0.0037388839721679687,
0.003732163906097412,
0.0037454450130462646,
0.0037723240852355956,
0.0037283239364624024,
0.0036086440086364746,
0.0034654440879821778,
0.003465604066848755,
0.003510404109954834,
0.0035251240730285642,
0.0035985639095306395,
0.00356464409828186,
0.00351120400428772,
0.0037000041007995603,
0.0037036840915679933,
0.0037328040599822997,
0.0037248051166534424,
0.0037214438915252686,
0.0037288041114807127,
0.0037284839153289796,
0.0037396841049194334,
0.0037128050327301025,
0.0037072041034698485,
0.0037382440567016602,
0.003728643894195557,
0.003739043951034546,
0.003769124984741211,
0.0037652840614318846,
0.0037523241043090822,
0.003754564046859741,
0.003759685039520264,
0.003792804002761841,
0.003727044105529785,
0.0037377638816833494,
0.0037630441188812257,
0.0037264039516448975,
0.003642404079437256,
0.0035320041179656985,
0.0034011240005493164,
0.0034697630405426025,
0.0036137640476226808,
0.0035254440307617187,
0.0034668829441070557,
0.0034755239486694337,
0.0032966439723968507,
0.003296164035797119,
0.003546243906021118,
0.0033705639839172363,
0.0034870429039001467,
0.0035713629722595214,
0.003316802978515625,
0.0032916839122772218,
0.003268644094467163,
0.003256643056869507,
0.0033118441104888915,
0.003301764011383057,
0.0033120028972625734,
0.0032880029678344727,
0.0032969639301300047,
0.0032880039215087893,
0.003298722982406616,
0.003287044048309326,
0.0032825639247894287,
0.0032880029678344727,
0.0032985639572143555,
0.0032852840423583983,
0.003288642883300781,
0.0033078429698944092,
0.003297123908996582,
0.0033028841018676756,
0.003308643102645874,
0.0032896039485931397,
0.0033049640655517577,
0.003302243947982788,
0.003293442964553833,
0.003307363986968994,
0.003313443899154663,
0.0032705628871917726,
0.0032939240932464598,
0.0033171238899230957,
0.0033166439533233645,
0.0033024029731750486,
0.0033321640491485597,
0.0032819240093231203,
0.0032824029922485353,
0.003324323892593384,
0.003314723968505859,
0.0033040039539337157,
0.0033084828853607176,
0.0032924840450286865,
0.0032884840965270996,
0.0032897629737854003,
0.0032996840476989748,
0.003305284023284912,
0.003286724090576172,
0.0032763230800628663,
0.0032916839122772218,
0.003282883882522583,
0.0032808029651641844,
0.0032924840450286865,
0.003289923906326294,
0.003275202989578247,
0.0032859230041503906,
0.003302083969116211,
0.003296164035797119,
0.0033131229877471926,
0.0033070440292358397,
0.0033027238845825197,
0.0032820839881896975,
0.0032764830589294435,
0.0032976040840148927,
0.003309123992919922,
0.0032718429565429686,
0.0033105640411376955,
0.0032873640060424804,
0.0032934439182281494,
0.0033054430484771727,
0.00332832407951355,
0.003324644088745117,
0.00331488299369812,
0.0032979230880737305,
0.0032979240417480467,
0.0033107240200042727,
0.00330128288269043,
0.00339984393119812,
0.003422404050827026,
0.0032852840423583983,
0.0033214430809020996,
0.0033088040351867674,
0.0033070440292358397,
0.003322403907775879,
0.0033204829692840576,
0.0033059239387512205,
0.003316164016723633,
0.003320483922958374,
0.0033132829666137694,
0.0033057639598846437,
0.0033195240497589113,
0.003320962905883789,
0.0033044829368591307,
0.0033120040893554687,
0.0033105640411376955,
0.0033171229362487795,
0.003320483922958374,
0.003318243980407715,
0.003310084104537964,
0.0033216030597686768,
0.00330432391166687,
0.0033075239658355714,
0.0033369638919830322,
0.003303683042526245,
0.003298084020614624,
0.0033067240715026858,
0.003313762903213501,
0.003310244083404541,
0.0033080039024353026,
0.0033308839797973632,
0.003330082893371582,
0.003335843086242676,
0.003318723917007446,
0.0033211240768432617,
0.003315682888031006,
0.0033068840503692625,
0.0033096039295196535,
0.0032859230041503906,
0.0033105640411376955,
0.003295203924179077,
0.003340804100036621,
0.0034160029888153074,
0.0033092830181121824,
0.0034238440990448,
0.0033064041137695313
],
"count": 293,
"total": 0.9905665440559389,
"mean": 0.0033807731879042274,
"p50": 0.0033068840503692625,
"p90": 0.0037213480949401857,
"p95": 0.003739300012588501,
"p99": 0.003773962478637695,
"stdev": 0.00015739659606121647,
"stdev_": 4.655639030277215
},
"throughput": {
"unit": "samples/s",
"value": 591.580649999126
},
"energy": null,
"efficiency": null
}
}
}