IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
4e6b16e
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+cu121", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "multiple-choice", | |
| "library": "transformers", | |
| "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": {}, | |
| "hub_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, | |
| "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", | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7R32", | |
| "cpu_count": 16, | |
| "cpu_ram_mb": 66697.293824, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.219-208.866.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": "0.2.1", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.42.3", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.31.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.29.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.7", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 909.717504, | |
| "max_global_vram": 1195.900928, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 555.74528, | |
| "max_allocated": 509.039104 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 123, | |
| "total": 0.9986535625457766, | |
| "mean": 0.00811913465484371, | |
| "stdev": 0.00028246648188854116, | |
| "p50": 0.008138751983642578, | |
| "p90": 0.008476051139831544, | |
| "p95": 0.008539443397521973, | |
| "p99": 0.008865455150604249, | |
| "values": [ | |
| 0.008938431739807129, | |
| 0.008399871826171875, | |
| 0.008454143524169922, | |
| 0.008460288047790527, | |
| 0.008367103576660156, | |
| 0.008398847579956055, | |
| 0.008339455604553223, | |
| 0.008336383819580078, | |
| 0.008236031532287597, | |
| 0.008217599868774414, | |
| 0.009230400085449219, | |
| 0.008523776054382324, | |
| 0.008606719970703124, | |
| 0.00832921600341797, | |
| 0.00840499210357666, | |
| 0.008565728187561034, | |
| 0.008555456161499024, | |
| 0.008559616088867187, | |
| 0.008532992362976074, | |
| 0.008445952415466309, | |
| 0.008479743957519532, | |
| 0.008260607719421387, | |
| 0.008376319885253907, | |
| 0.008160256385803222, | |
| 0.008145919799804687, | |
| 0.00821452808380127, | |
| 0.00819916820526123, | |
| 0.008225791931152344, | |
| 0.00831283187866211, | |
| 0.00829030418395996, | |
| 0.00829030418395996, | |
| 0.008285183906555176, | |
| 0.008164287567138672, | |
| 0.008231936454772949, | |
| 0.008254464149475099, | |
| 0.008233920097351074, | |
| 0.008181759834289551, | |
| 0.008171520233154296, | |
| 0.008165375709533691, | |
| 0.00839475154876709, | |
| 0.008136704444885253, | |
| 0.00818380832672119, | |
| 0.008174592018127442, | |
| 0.008157183647155761, | |
| 0.00820633602142334, | |
| 0.008254464149475099, | |
| 0.00830361557006836, | |
| 0.008274944305419921, | |
| 0.008240127563476562, | |
| 0.008256511688232422, | |
| 0.008169471740722656, | |
| 0.008525823593139649, | |
| 0.008540160179138183, | |
| 0.008138751983642578, | |
| 0.008011775970458984, | |
| 0.008139871597290039, | |
| 0.008028160095214844, | |
| 0.007837696075439453, | |
| 0.007853055953979492, | |
| 0.007895040035247802, | |
| 0.008208383560180664, | |
| 0.008407039642333984, | |
| 0.00846127986907959, | |
| 0.008498175621032715, | |
| 0.008493056297302246, | |
| 0.00828825569152832, | |
| 0.008085503578186035, | |
| 0.008130559921264649, | |
| 0.00807423973083496, | |
| 0.008103936195373536, | |
| 0.00812339210510254, | |
| 0.008116224288940429, | |
| 0.008142848014831543, | |
| 0.008132608413696289, | |
| 0.007918591976165772, | |
| 0.007771135807037354, | |
| 0.0077578239440917966, | |
| 0.007796735763549805, | |
| 0.00786636781692505, | |
| 0.007781375885009765, | |
| 0.007768064022064209, | |
| 0.007780352115631104, | |
| 0.008017919540405273, | |
| 0.007799808025360107, | |
| 0.007767039775848389, | |
| 0.007778304100036621, | |
| 0.007778304100036621, | |
| 0.007766016006469726, | |
| 0.007759935855865478, | |
| 0.007771135807037354, | |
| 0.008116224288940429, | |
| 0.008085503578186035, | |
| 0.008135616302490234, | |
| 0.008118271827697754, | |
| 0.008101823806762696, | |
| 0.008039392471313477, | |
| 0.008055808067321778, | |
| 0.008051712036132813, | |
| 0.008036352157592774, | |
| 0.008144895553588867, | |
| 0.008128512382507324, | |
| 0.007814144134521485, | |
| 0.007708672046661377, | |
| 0.007707647800445557, | |
| 0.007705599784851074, | |
| 0.007726079940795898, | |
| 0.007700479984283447, | |
| 0.007733248233795166, | |
| 0.00773529577255249, | |
| 0.007777279853820801, | |
| 0.007771135807037354, | |
| 0.0077751679420471195, | |
| 0.007786496162414551, | |
| 0.00781004810333252, | |
| 0.007867392063140868, | |
| 0.007795648097991943, | |
| 0.007803904056549072, | |
| 0.007882751941680909, | |
| 0.00779366397857666, | |
| 0.007802879810333252, | |
| 0.007822336196899414, | |
| 0.007906303882598878, | |
| 0.007798783779144287 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 123.16583509345055 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 9.240944846553294e-08, | |
| "ram": 5.048468356992879e-08, | |
| "gpu": 1.682516419224826e-07, | |
| "total": 3.1114577395794434e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 3213927.6303819055 | |
| } | |
| } | |
| } | |
| } |