IlyasMoutawwakil's picture
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
cd14815 verified
raw
history blame
13.1 kB
{
"config": {
"name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased",
"backend": {
"name": "pytorch",
"version": "2.3.1+cu121",
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
"task": "fill-mask",
"library": "transformers",
"model": "google-bert/bert-base-uncased",
"processor": "google-bert/bert-base-uncased",
"device": "cuda",
"device_ids": "0",
"seed": 42,
"inter_op_num_threads": null,
"intra_op_num_threads": null,
"model_kwargs": {},
"processor_kwargs": {},
"hub_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": 1,
"num_choices": 2,
"sequence_length": 2
},
"new_tokens": null,
"latency": true,
"memory": true,
"energy": true,
"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": "error",
"numactl": false,
"numactl_kwargs": {},
"start_method": "spawn"
},
"environment": {
"cpu": " AMD EPYC 7R32",
"cpu_count": 16,
"cpu_ram_mb": 66697.293824,
"system": "Linux",
"machine": "x86_64",
"platform": "Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35",
"processor": "x86_64",
"python_version": "3.10.12",
"gpu": [
"NVIDIA A10G"
],
"gpu_count": 1,
"gpu_vram_mb": 24146608128,
"optimum_benchmark_version": "0.2.1",
"optimum_benchmark_commit": null,
"transformers_version": "4.42.3",
"transformers_commit": null,
"accelerate_version": "0.31.0",
"accelerate_commit": null,
"diffusers_version": "0.29.2",
"diffusers_commit": null,
"optimum_version": null,
"optimum_commit": null,
"timm_version": "1.0.7",
"timm_commit": null,
"peft_version": null,
"peft_commit": null
}
},
"report": {
"forward": {
"memory": {
"unit": "MB",
"max_ram": 869.281792,
"max_global_vram": 1229.45536,
"max_process_vram": 0.0,
"max_reserved": 591.396864,
"max_allocated": 449.269248
},
"latency": {
"unit": "s",
"count": 194,
"total": 0.9998638110160831,
"mean": 0.005153937170185994,
"stdev": 0.00018407584151090256,
"p50": 0.00513646388053894,
"p90": 0.005260492706298828,
"p95": 0.005325414490699768,
"p99": 0.006065419654846191,
"values": [
0.006123392105102539,
0.005639167785644531,
0.00621670389175415,
0.005692416191101074,
0.005867519855499268,
0.005710847854614258,
0.006061056137084961,
0.005279744148254394,
0.005083136081695557,
0.005231616020202637,
0.005056511878967285,
0.004964352130889893,
0.005047296047210693,
0.005057536125183106,
0.004969471931457519,
0.0050165758132934574,
0.005053440093994141,
0.00501145601272583,
0.005014527797698975,
0.004983808040618896,
0.004971519947052002,
0.005029888153076172,
0.005048319816589355,
0.005048319816589355,
0.005047296047210693,
0.005097472190856934,
0.005049344062805176,
0.00496230411529541,
0.00497049617767334,
0.00515174388885498,
0.004926464080810547,
0.004997119903564453,
0.0049725441932678225,
0.0049489917755126955,
0.004959231853485108,
0.004944896221160889,
0.0049797120094299315,
0.004964352130889893,
0.005123072147369385,
0.004968448162078858,
0.0049387521743774416,
0.00501145601272583,
0.004987904071807861,
0.0049428482055664065,
0.004998144149780274,
0.004998144149780274,
0.004915200233459473,
0.004960256099700928,
0.005081088066101074,
0.004958208084106445,
0.004935679912567138,
0.0049827837944030765,
0.004971519947052002,
0.004968448162078858,
0.004998144149780274,
0.00495411205291748,
0.004934656143188477,
0.004998144149780274,
0.005138591766357422,
0.004936704158782959,
0.005008384227752686,
0.0049725441932678225,
0.0049500160217285155,
0.005024767875671386,
0.005148672103881836,
0.005180416107177735,
0.005093376159667969,
0.005362688064575195,
0.005276671886444092,
0.005210112094879151,
0.005198847770690918,
0.0052367358207702636,
0.005203968048095703,
0.005237760066986084,
0.005248000144958496,
0.005253119945526123,
0.005222400188446045,
0.005244927883148193,
0.005234687805175781,
0.005216256141662597,
0.005232639789581299,
0.005239808082580567,
0.005227519989013672,
0.005254144191741943,
0.005250048160552978,
0.005244927883148193,
0.0051998720169067385,
0.00506879997253418,
0.005134335994720459,
0.005085184097290039,
0.0050841598510742185,
0.005123072147369385,
0.005104703903198242,
0.005104640007019043,
0.005125120162963868,
0.00511078405380249,
0.005087232112884522,
0.0050421757698059086,
0.005116928100585938,
0.005079040050506592,
0.005063680171966553,
0.005097472190856934,
0.005121024131774903,
0.005057536125183106,
0.005082111835479736,
0.005073919773101807,
0.005079040050506592,
0.005079040050506592,
0.0050421757698059086,
0.005096447944641113,
0.005067776203155518,
0.00515283203125,
0.005291007995605469,
0.005254144191741943,
0.005223423957824707,
0.005214208126068115,
0.005238783836364746,
0.0052715520858764645,
0.005249023914337158,
0.00522649621963501,
0.005288959980010987,
0.005241856098175048,
0.0052111358642578124,
0.005235712051391602,
0.005227519989013672,
0.005165056228637695,
0.0052705278396606445,
0.005234687805175781,
0.005182464122772217,
0.005262335777282715,
0.0052070398330688475,
0.005191679954528809,
0.005224448204040527,
0.005254144191741943,
0.005173247814178467,
0.005231616020202637,
0.005204991817474365,
0.0051660799980163576,
0.0053012480735778805,
0.005305344104766845,
0.005195775985717774,
0.0052008957862854,
0.005371903896331787,
0.00520198392868042,
0.005193727970123291,
0.005185535907745361,
0.005256192207336426,
0.005156864166259765,
0.005213183879852295,
0.005234687805175781,
0.005208191871643067,
0.005213183879852295,
0.005244927883148193,
0.005238783836364746,
0.005241856098175048,
0.0051998720169067385,
0.005202943801879883,
0.005195775985717774,
0.00521830415725708,
0.005192704200744629,
0.005202943801879883,
0.005398528099060058,
0.005268479824066162,
0.005167103767395019,
0.0052070398330688475,
0.005216256141662597,
0.005194752216339111,
0.0051998720169067385,
0.005163008213043213,
0.005216256141662597,
0.0052008957862854,
0.005192704200744629,
0.005202943801879883,
0.005023744106292725,
0.005082111835479736,
0.005142528057098389,
0.005134335994720459,
0.0050954241752624516,
0.005096447944641113,
0.005152768135070801,
0.005096447944641113,
0.005073919773101807,
0.005105760097503662,
0.005091328144073487,
0.005044223785400391,
0.005056511878967285,
0.005098495960235596,
0.005097472190856934,
0.005085184097290039,
0.005053440093994141,
0.00505452823638916,
0.0050769920349121095,
0.00505241584777832,
0.005097472190856934
]
},
"throughput": {
"unit": "samples/s",
"value": 194.02642426157328
},
"energy": {
"unit": "kWh",
"cpu": 6.004664398871957e-08,
"ram": 3.275743176477965e-08,
"gpu": 1.2316648461616108e-07,
"total": 2.159705603696603e-07
},
"efficiency": {
"unit": "samples/kWh",
"value": 4630260.709090982
}
}
}
}