IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
a2955cc
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.0+cu121", | |
| "_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": 66697.25696, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.220-209.869.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": "4.44.0", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.0", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.8", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 764.534784, | |
| "max_global_vram": 1185.415168, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 499.37152 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.39397216796875, | |
| "mean": 7.39397216796875, | |
| "stdev": 0.0, | |
| "p50": 7.39397216796875, | |
| "p90": 7.39397216796875, | |
| "p95": 7.39397216796875, | |
| "p99": 7.39397216796875, | |
| "values": [ | |
| 7.39397216796875 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 9.011303215280642e-07, | |
| "ram": 4.781624812318052e-07, | |
| "gpu": 0.0, | |
| "total": 1.3792928027598695e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 964.984832, | |
| "max_global_vram": 1195.900928, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 509.038592 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 137, | |
| "total": 1.0001131501197813, | |
| "mean": 0.007300095986275779, | |
| "stdev": 0.00033015914202765733, | |
| "p50": 0.007285759925842285, | |
| "p90": 0.007758182334899902, | |
| "p95": 0.007819519996643065, | |
| "p99": 0.008093245353698729, | |
| "values": [ | |
| 0.007982175827026367, | |
| 0.008268799781799317, | |
| 0.00795136022567749, | |
| 0.00799232006072998, | |
| 0.007832575798034667, | |
| 0.007816192150115966, | |
| 0.007970816135406494, | |
| 0.0077578239440917966, | |
| 0.007745535850524903, | |
| 0.007796735763549805, | |
| 0.007688000202178955, | |
| 0.007655392169952393, | |
| 0.007605247974395752, | |
| 0.007678976058959961, | |
| 0.007700479984283447, | |
| 0.0076943039894104, | |
| 0.008150015830993652, | |
| 0.007771135807037354, | |
| 0.007724031925201416, | |
| 0.007734272003173828, | |
| 0.007766016006469726, | |
| 0.007816256046295166, | |
| 0.0077281279563903805, | |
| 0.007709695816040039, | |
| 0.00773641586303711, | |
| 0.007711743831634522, | |
| 0.0076278080940246585, | |
| 0.007758719921112061, | |
| 0.007640063762664795, | |
| 0.00775270414352417, | |
| 0.007322624206542969, | |
| 0.007342080116271973, | |
| 0.007654399871826172, | |
| 0.007639039993286132, | |
| 0.007789567947387695, | |
| 0.007344128131866455, | |
| 0.007221248149871826, | |
| 0.007236703872680664, | |
| 0.007404543876647949, | |
| 0.0075008001327514645, | |
| 0.007304192066192627, | |
| 0.007355391979217529, | |
| 0.007246719837188721, | |
| 0.007309311866760254, | |
| 0.007235583782196045, | |
| 0.007364607810974121, | |
| 0.007414783954620361, | |
| 0.007331840038299561, | |
| 0.007353343963623047, | |
| 0.0074137282371521, | |
| 0.007292928218841553, | |
| 0.007293951988220215, | |
| 0.007285759925842285, | |
| 0.007209983825683594, | |
| 0.007334911823272705, | |
| 0.0072724480628967286, | |
| 0.007264256000518799, | |
| 0.007318528175354004, | |
| 0.007287807941436767, | |
| 0.007361536026000977, | |
| 0.00725708818435669, | |
| 0.007303167819976806, | |
| 0.0074332160949707035, | |
| 0.0074332160949707035, | |
| 0.007385087966918945, | |
| 0.007300096035003662, | |
| 0.007353343963623047, | |
| 0.007370751857757568, | |
| 0.007251967906951904, | |
| 0.007321599960327148, | |
| 0.007330880165100097, | |
| 0.007277567863464355, | |
| 0.007303167819976806, | |
| 0.00744652795791626, | |
| 0.0071495680809020995, | |
| 0.006994783878326416, | |
| 0.007198719978332519, | |
| 0.007217152118682861, | |
| 0.007037951946258545, | |
| 0.006977536201477051, | |
| 0.006973440170288086, | |
| 0.007012351989746094, | |
| 0.007037951946258545, | |
| 0.007178336143493652, | |
| 0.007343071937561035, | |
| 0.007458816051483155, | |
| 0.007472127914428711, | |
| 0.00753772783279419, | |
| 0.007262207984924316, | |
| 0.00719155216217041, | |
| 0.007250944137573242, | |
| 0.007243936061859131, | |
| 0.007230463981628418, | |
| 0.007237631797790528, | |
| 0.007303167819976806, | |
| 0.006998015880584717, | |
| 0.007021567821502686, | |
| 0.007007232189178467, | |
| 0.006961152076721191, | |
| 0.006917119979858399, | |
| 0.006995935916900634, | |
| 0.006917119979858399, | |
| 0.006850560188293457, | |
| 0.006881279945373535, | |
| 0.006875135898590088, | |
| 0.006956031799316406, | |
| 0.006851583957672119, | |
| 0.006957056045532227, | |
| 0.006929408073425293, | |
| 0.006856704235076904, | |
| 0.006817791938781738, | |
| 0.006883327960968018, | |
| 0.007100480079650879, | |
| 0.007146495819091797, | |
| 0.007154687881469727, | |
| 0.006913023948669434, | |
| 0.006951871871948242, | |
| 0.006974463939666748, | |
| 0.006909952163696289, | |
| 0.006953983783721924, | |
| 0.006968319892883301, | |
| 0.006968319892883301, | |
| 0.006852608203887939, | |
| 0.006968319892883301, | |
| 0.006959104061126709, | |
| 0.00690176010131836, | |
| 0.006951935768127441, | |
| 0.006900735855102539, | |
| 0.006865920066833496, | |
| 0.006895616054534912, | |
| 0.006923264026641846, | |
| 0.006945792198181152, | |
| 0.006947840213775635, | |
| 0.006930431842803955, | |
| 0.006896639823913574, | |
| 0.006933504104614257, | |
| 0.006973440170288086 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 136.98450018739555 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.200177204022995e-08, | |
| "ram": 4.483383656893507e-08, | |
| "gpu": 1.6114763849655305e-07, | |
| "total": 2.8798324710571806e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3472424.21234629 | |
| } | |
| } | |
| } | |
| } |