IlyasMoutawwakil's picture
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
b66225e verified
raw
history blame
10.2 kB
{
"config": {
"name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base",
"backend": {
"name": "pytorch",
"version": "2.2.2+rocm5.7",
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
"task": "multiple-choice",
"model": "FacebookAI/roberta-base",
"library": "transformers",
"device": "cuda",
"device_ids": "0",
"seed": 42,
"inter_op_num_threads": null,
"intra_op_num_threads": null,
"hub_kwargs": {
"revision": "main",
"force_download": false,
"local_files_only": false,
"trust_remote_code": false
},
"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": 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": "error",
"start_method": "spawn"
},
"environment": {
"cpu": " AMD EPYC 7763 64-Core Processor",
"cpu_count": 128,
"cpu_ram_mb": 1082015.236096,
"system": "Linux",
"machine": "x86_64",
"platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35",
"processor": "x86_64",
"python_version": "3.10.12",
"gpu": [
"Advanced Micro Devices, Inc. [AMD/ATI]"
],
"gpu_count": 1,
"gpu_vram_mb": 68702699520,
"optimum_benchmark_version": "0.2.0",
"optimum_benchmark_commit": "ebd20fcf042acf5db8d8956e7057fa93c82e14ab",
"transformers_version": "4.40.2",
"transformers_commit": null,
"accelerate_version": "0.30.1",
"accelerate_commit": null,
"diffusers_version": "0.27.2",
"diffusers_commit": null,
"optimum_version": null,
"optimum_commit": null,
"timm_version": "0.9.16",
"timm_commit": null,
"peft_version": null,
"peft_commit": null
}
},
"report": {
"forward": {
"memory": {
"unit": "MB",
"max_ram": 1006.546944,
"max_global_vram": 898.469888,
"max_process_vram": 236416.294912,
"max_reserved": 555.74528,
"max_allocated": 499.507712
},
"latency": {
"unit": "s",
"count": 132,
"total": 0.9964992427825929,
"mean": 0.007549236687746916,
"stdev": 0.0004251598062794823,
"p50": 0.0072824816703796385,
"p90": 0.0081010103225708,
"p95": 0.008159554147720337,
"p99": 0.009257718667984008,
"values": [
0.00929824161529541,
0.009455041885375976,
0.008008001327514648,
0.00802848243713379,
0.007899840831756592,
0.007907201766967773,
0.007836321830749511,
0.007506721019744873,
0.007251041889190674,
0.007262081146240234,
0.007232000827789306,
0.00723872184753418,
0.007238881111145019,
0.007213602066040039,
0.007223361015319825,
0.00723104190826416,
0.007251040935516357,
0.007262241840362549,
0.007239840984344483,
0.007227042198181152,
0.007244640827178955,
0.007234401226043701,
0.007252322196960449,
0.007602880954742432,
0.007626242160797119,
0.007635361194610596,
0.007591842174530029,
0.00734912109375,
0.008022722244262695,
0.009167522430419921,
0.008101442337036132,
0.008074721336364747,
0.008103841781616212,
0.008073921203613282,
0.008097122192382813,
0.008123842239379883,
0.008085761070251465,
0.008103201866149903,
0.008103522300720215,
0.008065920829772949,
0.008149762153625489,
0.00805648136138916,
0.00769008207321167,
0.007865121841430664,
0.007795361042022705,
0.008024962425231933,
0.007694080829620361,
0.007764801979064941,
0.007459681034088134,
0.007646242141723633,
0.007608961105346679,
0.007506562232971191,
0.007235520839691162,
0.007227042198181152,
0.007243521213531494,
0.00721296215057373,
0.007234880924224854,
0.007266561985015869,
0.007251040935516357,
0.007202881813049317,
0.007246080875396728,
0.007244161128997803,
0.00726928186416626,
0.007250561237335205,
0.00722720193862915,
0.007222880840301513,
0.0072244820594787595,
0.0073214411735534664,
0.0072648019790649415,
0.007244640827178955,
0.007244162082672119,
0.0072377610206604,
0.007254880905151367,
0.0072526421546936035,
0.007266880989074707,
0.007251522064208984,
0.0072356810569763185,
0.007242722034454346,
0.007298241138458252,
0.007282882213592529,
0.007282081127166748,
0.007229762077331543,
0.007250561237335205,
0.0072721619606018065,
0.00723504114151001,
0.0072411208152770995,
0.007263842105865478,
0.007270720958709717,
0.007275042057037354,
0.007253760814666748,
0.007273441791534424,
0.007252800941467285,
0.007195042133331299,
0.007222880840301513,
0.007238081932067871,
0.007244161128997803,
0.007227200984954834,
0.007229762077331543,
0.007199201107025146,
0.007176161766052246,
0.007939520835876466,
0.008036481857299804,
0.00759968090057373,
0.007595042228698731,
0.007559361934661865,
0.00756256103515625,
0.0075352020263671875,
0.007578560829162598,
0.007578882217407226,
0.007845601081848145,
0.00817152214050293,
0.008226241111755371,
0.008213281631469727,
0.007631522178649902,
0.007635041236877442,
0.007659361839294433,
0.007664000988006592,
0.007651202201843262,
0.007583200931549072,
0.0076104021072387696,
0.0074228811264038085,
0.007220481872558594,
0.007220160961151123,
0.007221762180328369,
0.007217761039733887,
0.0072171220779418946,
0.0072377610206604,
0.007397602081298828,
0.008137600898742676,
0.00807984161376953,
0.008172640800476074,
0.0075536007881164555
]
},
"throughput": {
"unit": "samples/s",
"value": 132.46372333551142
},
"energy": null,
"efficiency": null
}
}
}