IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
0b09f87
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.0+cu124", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "multiple-choice", | |
| "library": "transformers", | |
| "model_type": "roberta", | |
| "model": "FacebookAI/roberta-base", | |
| "processor": "FacebookAI/roberta-base", | |
| "device": "cuda", | |
| "device_ids": "0", | |
| "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": 1, | |
| "num_choices": 2, | |
| "sequence_length": 2 | |
| }, | |
| "new_tokens": null, | |
| "memory": true, | |
| "latency": 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": 66697.261056, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.223-212.873.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": "0.4.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.44.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.34.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.9", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 788.127744, | |
| "max_global_vram": 1185.415168, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.37152 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.3602568359375, | |
| "mean": 7.3602568359375, | |
| "stdev": 0.0, | |
| "p50": 7.3602568359375, | |
| "p90": 7.3602568359375, | |
| "p95": 7.3602568359375, | |
| "p99": 7.3602568359375, | |
| "values": [ | |
| 7.3602568359375 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.789039548611063e-07, | |
| "ram": 4.6551161062950245e-07, | |
| "gpu": 1.6977791360002319e-06, | |
| "total": 3.0421947014908408e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1084.735488, | |
| "max_global_vram": 1195.900928, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 509.038592 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 132, | |
| "total": 1.0028170223236081, | |
| "mean": 0.00759709865396673, | |
| "stdev": 0.00025658729351615644, | |
| "p50": 0.00758784008026123, | |
| "p90": 0.007863705444335936, | |
| "p95": 0.007945984077453613, | |
| "p99": 0.00860376058578491, | |
| "values": [ | |
| 0.007836671829223632, | |
| 0.007864319801330566, | |
| 0.007847936153411865, | |
| 0.007847936153411865, | |
| 0.007792640209197998, | |
| 0.007643136024475097, | |
| 0.007621632099151611, | |
| 0.0076308479309082035, | |
| 0.007622655868530274, | |
| 0.007628799915313721, | |
| 0.007631872177124023, | |
| 0.00758784008026123, | |
| 0.007543807983398438, | |
| 0.007590911865234375, | |
| 0.007612415790557861, | |
| 0.007684095859527588, | |
| 0.007684095859527588, | |
| 0.0076687359809875484, | |
| 0.007622655868530274, | |
| 0.00783462381362915, | |
| 0.007887872219085693, | |
| 0.0080250883102417, | |
| 0.0079267840385437, | |
| 0.008002559661865234, | |
| 0.008014847755432129, | |
| 0.007954432010650634, | |
| 0.007879680156707763, | |
| 0.007939072132110595, | |
| 0.0076984319686889645, | |
| 0.007674848079681397, | |
| 0.007613440036773681, | |
| 0.007548927783966064, | |
| 0.007551936149597168, | |
| 0.007591936111450195, | |
| 0.007632895946502686, | |
| 0.007649280071258545, | |
| 0.007611392021179199, | |
| 0.007751679897308349, | |
| 0.007650303840637207, | |
| 0.007682047843933106, | |
| 0.007658495903015137, | |
| 0.007718912124633789, | |
| 0.007615488052368164, | |
| 0.007560192108154297, | |
| 0.007635903835296631, | |
| 0.007679999828338623, | |
| 0.007620607852935791, | |
| 0.0075980801582336424, | |
| 0.007635968208312988, | |
| 0.007550975799560547, | |
| 0.007518208026885987, | |
| 0.007588863849639893, | |
| 0.0075970559120178225, | |
| 0.007693312168121338, | |
| 0.00754585599899292, | |
| 0.007527423858642578, | |
| 0.007584767818450928, | |
| 0.007562240123748779, | |
| 0.007749631881713868, | |
| 0.007966720104217529, | |
| 0.00758784008026123, | |
| 0.007675903797149658, | |
| 0.007705535888671875, | |
| 0.007611392021179199, | |
| 0.007677951812744141, | |
| 0.007858176231384278, | |
| 0.007700479984283447, | |
| 0.0075939841270446775, | |
| 0.007543807983398438, | |
| 0.007582719802856445, | |
| 0.007577600002288819, | |
| 0.0074967041015625, | |
| 0.007485439777374267, | |
| 0.0073359360694885255, | |
| 0.00748748779296875, | |
| 0.0075008001327514645, | |
| 0.007302144050598145, | |
| 0.007208960056304932, | |
| 0.007225344181060791, | |
| 0.007539711952209473, | |
| 0.007748544216156006, | |
| 0.00776800012588501, | |
| 0.007605216026306152, | |
| 0.007617536067962646, | |
| 0.007881728172302246, | |
| 0.009120767593383788, | |
| 0.008863743782043456, | |
| 0.007741439819335938, | |
| 0.007551968097686768, | |
| 0.0075673599243164065, | |
| 0.007472127914428711, | |
| 0.007497727870941162, | |
| 0.007506944179534912, | |
| 0.0075008001327514645, | |
| 0.007463935852050781, | |
| 0.007480319976806641, | |
| 0.007472127914428711, | |
| 0.007485439777374267, | |
| 0.007446464061737061, | |
| 0.007284736156463623, | |
| 0.007266272068023682, | |
| 0.007266304016113281, | |
| 0.007274496078491211, | |
| 0.007303167819976806, | |
| 0.007211008071899414, | |
| 0.007188479900360107, | |
| 0.007175168037414551, | |
| 0.007197696208953858, | |
| 0.007186431884765625, | |
| 0.007880703926086426, | |
| 0.007354368209838867, | |
| 0.007451648235321045, | |
| 0.0074700798988342285, | |
| 0.00744652795791626, | |
| 0.0074403839111328125, | |
| 0.007468031883239746, | |
| 0.00744755220413208, | |
| 0.007453695774078369, | |
| 0.007520256042480469, | |
| 0.0074741759300231934, | |
| 0.007461887836456299, | |
| 0.007482367992401123, | |
| 0.007475200176239013, | |
| 0.007464960098266602, | |
| 0.0074926080703735356, | |
| 0.007419904232025146, | |
| 0.007423999786376953, | |
| 0.007443456172943115, | |
| 0.007453695774078369, | |
| 0.007351295948028564, | |
| 0.007200767993927002, | |
| 0.007201791763305664 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 131.62919761188866 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.58944279840992e-08, | |
| "ram": 4.696201521965329e-08, | |
| "gpu": 1.647042380434773e-07, | |
| "total": 2.975606812472298e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3360659.0622406355 | |
| } | |
| } | |
| } | |
| } |