
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
0109464
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.0+cu121", | |
"_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": 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", | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7R32", | |
"cpu_count": 16, | |
"cpu_ram_mb": 66697.29792, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.10.215-203.850.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": "0.2.0", | |
"optimum_benchmark_commit": null, | |
"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": 909.94688, | |
"max_global_vram": 1195.900928, | |
"max_process_vram": 0.0, | |
"max_reserved": 555.74528, | |
"max_allocated": 509.039104 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 136, | |
"total": 0.9998827495574946, | |
"mean": 0.007352079040863935, | |
"stdev": 0.00022782686304659592, | |
"p50": 0.007419903993606567, | |
"p90": 0.00756224012374878, | |
"p95": 0.007704320192337036, | |
"p99": 0.00813306851387024, | |
"values": [ | |
0.00819206428527832, | |
0.007654399871826172, | |
0.007823359966278077, | |
0.007812096118927002, | |
0.007699456214904785, | |
0.007727104187011719, | |
0.007718912124633789, | |
0.008173567771911621, | |
0.007375807762145996, | |
0.007185408115386963, | |
0.007161856174468994, | |
0.00714035177230835, | |
0.007145472049713135, | |
0.007138271808624267, | |
0.007143424034118652, | |
0.007154687881469727, | |
0.007142399787902832, | |
0.007111680030822754, | |
0.007111743927001953, | |
0.007129087924957276, | |
0.00734822416305542, | |
0.007161856174468994, | |
0.007121920108795166, | |
0.007105472087860107, | |
0.007142399787902832, | |
0.007129087924957276, | |
0.007098368167877197, | |
0.007085055828094483, | |
0.007114751815795899, | |
0.007113728046417236, | |
0.007106560230255127, | |
0.007131135940551757, | |
0.007096320152282715, | |
0.00714137601852417, | |
0.007126016139984131, | |
0.0071188478469848635, | |
0.007112736225128174, | |
0.00709939193725586, | |
0.007113728046417236, | |
0.00709222412109375, | |
0.007178239822387696, | |
0.007219264030456543, | |
0.007124991893768311, | |
0.007120895862579346, | |
0.007120895862579346, | |
0.007107583999633789, | |
0.00707583999633789, | |
0.007108607769012451, | |
0.007097343921661377, | |
0.007114751815795899, | |
0.007105535984039306, | |
0.007078879833221435, | |
0.007098368167877197, | |
0.0071064958572387696, | |
0.007119840145111084, | |
0.007066624164581299, | |
0.007096320152282715, | |
0.007101439952850342, | |
0.007101439952850342, | |
0.007102464199066162, | |
0.007071743965148926, | |
0.007109632015228271, | |
0.007096320152282715, | |
0.007104479789733887, | |
0.0070522880554199216, | |
0.007526400089263916, | |
0.008057855606079101, | |
0.007436287879943848, | |
0.00743017578125, | |
0.0074414401054382325, | |
0.007434239864349365, | |
0.007445536136627197, | |
0.007447487831115722, | |
0.007403456211090088, | |
0.007459807872772217, | |
0.00743833589553833, | |
0.0074629120826721195, | |
0.007445504188537597, | |
0.007426047801971435, | |
0.007455743789672851, | |
0.007641088008880615, | |
0.007463935852050781, | |
0.00745472002029419, | |
0.007465983867645264, | |
0.007445504188537597, | |
0.007466047763824463, | |
0.007443456172943115, | |
0.007445504188537597, | |
0.00742195177078247, | |
0.007409664154052734, | |
0.007456768035888672, | |
0.007428095817565918, | |
0.007615488052368164, | |
0.0074301438331604, | |
0.007442431926727295, | |
0.007453695774078369, | |
0.007398399829864502, | |
0.007444479942321777, | |
0.007479296207427978, | |
0.0074711041450500485, | |
0.007526400089263916, | |
0.007524384021759033, | |
0.007508992195129394, | |
0.007491583824157715, | |
0.0074997758865356446, | |
0.007515135765075683, | |
0.00760319995880127, | |
0.007518208026885987, | |
0.007579648017883301, | |
0.007493631839752197, | |
0.007494656085968018, | |
0.007523392200469971, | |
0.007515135765075683, | |
0.007480319976806641, | |
0.007473152160644531, | |
0.007501823902130127, | |
0.007497727870941162, | |
0.007574528217315674, | |
0.0075335679054260255, | |
0.007549952030181885, | |
0.007526400089263916, | |
0.00749567985534668, | |
0.007483391761779785, | |
0.007417856216430664, | |
0.007434239864349365, | |
0.007422976016998291, | |
0.007408639907836914, | |
0.00738099193572998, | |
0.007401472091674805, | |
0.007372799873352051, | |
0.007361536026000977, | |
0.007404543876647949, | |
0.007368703842163086, | |
0.007461887836456299, | |
0.007478271961212158, | |
0.007488512039184571 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 136.01594793008252 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 8.692752149950076e-08, | |
"ram": 4.751775817381368e-08, | |
"gpu": 1.5732169925547403e-07, | |
"total": 2.917669789287885e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 3427392.6531078415 | |
} | |
} | |
} | |
} |