IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
6b17284
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": "0.33.0", | |
| "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": 788.717568, | |
| "max_global_vram": 1185.415168, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.37152 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.3524931640625, | |
| "mean": 7.3524931640625, | |
| "stdev": 0.0, | |
| "p50": 7.3524931640625, | |
| "p90": 7.3524931640625, | |
| "p95": 7.3524931640625, | |
| "p99": 7.3524931640625, | |
| "values": [ | |
| 7.3524931640625 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.799189965277066e-07, | |
| "ram": 4.6603392119407206e-07, | |
| "gpu": 1.6688902240002274e-06, | |
| "total": 3.0148431417220063e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1085.2352, | |
| "max_global_vram": 1195.900928, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 509.038592 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 128, | |
| "total": 1.0007388195991511, | |
| "mean": 0.00781827202811837, | |
| "stdev": 0.000449926393128884, | |
| "p50": 0.00785203218460083, | |
| "p90": 0.00817959041595459, | |
| "p95": 0.00862018551826477, | |
| "p99": 0.009263485660552979, | |
| "values": [ | |
| 0.008523776054382324, | |
| 0.008230912208557128, | |
| 0.007930880069732665, | |
| 0.007990272045135497, | |
| 0.008152064323425292, | |
| 0.008171520233154296, | |
| 0.008178688049316407, | |
| 0.008004608154296875, | |
| 0.008018943786621094, | |
| 0.007972864151000977, | |
| 0.008054783821105957, | |
| 0.00799129581451416, | |
| 0.00791756820678711, | |
| 0.00800870418548584, | |
| 0.00800767993927002, | |
| 0.008037376403808593, | |
| 0.008048640251159669, | |
| 0.008046591758728027, | |
| 0.007986176013946533, | |
| 0.00793497610092163, | |
| 0.00799948787689209, | |
| 0.0080250883102417, | |
| 0.007996416091918946, | |
| 0.008011775970458984, | |
| 0.008032256126403809, | |
| 0.008035264015197753, | |
| 0.00800972843170166, | |
| 0.007971839904785156, | |
| 0.008064000129699708, | |
| 0.00799948787689209, | |
| 0.007882751941680909, | |
| 0.007697408199310303, | |
| 0.007872511863708496, | |
| 0.0079268479347229, | |
| 0.007974912166595459, | |
| 0.00797388792037964, | |
| 0.00799129581451416, | |
| 0.008077312469482421, | |
| 0.007910399913787843, | |
| 0.008033280372619628, | |
| 0.008022015571594238, | |
| 0.007713791847229004, | |
| 0.007740416049957275, | |
| 0.007787519931793213, | |
| 0.007806975841522217, | |
| 0.007835584163665772, | |
| 0.007788544178009033, | |
| 0.007776256084442139, | |
| 0.0076308479309082035, | |
| 0.0076984319686889645, | |
| 0.007693312168121338, | |
| 0.007726079940795898, | |
| 0.008638463973999023, | |
| 0.009092096328735352, | |
| 0.008401920318603515, | |
| 0.007974912166595459, | |
| 0.007992383956909179, | |
| 0.007987199783325195, | |
| 0.008351743698120117, | |
| 0.007725056171417236, | |
| 0.007849984169006348, | |
| 0.007779327869415284, | |
| 0.00922214412689209, | |
| 0.00818169593811035, | |
| 0.007990272045135497, | |
| 0.008027135848999023, | |
| 0.00800870418548584, | |
| 0.007925759792327881, | |
| 0.007968768119812012, | |
| 0.00790015983581543, | |
| 0.007889920234680176, | |
| 0.00774454402923584, | |
| 0.007846911907196046, | |
| 0.007890944004058837, | |
| 0.007693312168121338, | |
| 0.007589888095855713, | |
| 0.007589888095855713, | |
| 0.008586239814758301, | |
| 0.009231295585632324, | |
| 0.009368576049804688, | |
| 0.009275391578674316, | |
| 0.009041919708251953, | |
| 0.00796569585800171, | |
| 0.007854080200195313, | |
| 0.007661568164825439, | |
| 0.007617536067962646, | |
| 0.007576576232910156, | |
| 0.007667712211608887, | |
| 0.007560192108154297, | |
| 0.007561215877532959, | |
| 0.007535615921020508, | |
| 0.0075304961204528805, | |
| 0.007588863849639893, | |
| 0.007549983978271484, | |
| 0.00753868818283081, | |
| 0.007359488010406494, | |
| 0.007306303977966309, | |
| 0.007321599960327148, | |
| 0.007285759925842285, | |
| 0.007311359882354736, | |
| 0.007291903972625732, | |
| 0.007310336112976074, | |
| 0.007300127983093261, | |
| 0.007310336112976074, | |
| 0.007259136199951172, | |
| 0.007305215835571289, | |
| 0.007310336112976074, | |
| 0.00729702377319336, | |
| 0.007312384128570557, | |
| 0.007294976234436036, | |
| 0.007259136199951172, | |
| 0.007304192066192627, | |
| 0.007312384128570557, | |
| 0.007304192066192627, | |
| 0.007292928218841553, | |
| 0.007307263851165771, | |
| 0.007261184215545655, | |
| 0.007274496078491211, | |
| 0.007284736156463623, | |
| 0.007301119804382325, | |
| 0.007299071788787842, | |
| 0.007321599960327148, | |
| 0.007258111953735351, | |
| 0.007302144050598145, | |
| 0.007289824008941651, | |
| 0.007315455913543701, | |
| 0.00729702377319336, | |
| 0.007288832187652588 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 127.9055009090891 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.656618730231238e-08, | |
| "ram": 4.728614380956148e-08, | |
| "gpu": 1.7710881970803196e-07, | |
| "total": 3.1096115081990583e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3215835.796090018 | |
| } | |
| } | |
| } | |
| } |