{ "config": { "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased", "backend": { "name": "pytorch", "version": "2.2.2+rocm5.7", "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", "task": "fill-mask", "library": "transformers", "model_type": "bert", "model": "google-bert/bert-base-uncased", "processor": "google-bert/bert-base-uncased", "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": false, "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 7763 64-Core Processor", "cpu_count": 128, "cpu_ram_mb": 1082015.236096, "system": "Linux", "machine": "x86_64", "platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35", "processor": "x86_64", "python_version": "3.10.12", "gpu": [ "Advanced Micro Devices, Inc. [AMD/ATI]" ], "gpu_count": 1, "gpu_vram_mb": 68702699520, "optimum_benchmark_version": "0.3.1", "optimum_benchmark_commit": "0fe64c9dadf839c1f16495afd4c4cbc98fcfce05", "transformers_version": "4.42.4", "transformers_commit": null, "accelerate_version": "0.32.1", "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": { "load": { "memory": { "unit": "MB", "max_ram": 898.215936, "max_global_vram": 3161.94816, "max_process_vram": 47348.928512, "max_reserved": 589.299712, "max_allocated": 533.571072 }, "latency": { "unit": "s", "count": 1, "total": 7.55548828125, "mean": 7.55548828125, "stdev": 0.0, "p50": 7.55548828125, "p90": 7.55548828125, "p95": 7.55548828125, "p99": 7.55548828125, "values": [ 7.55548828125 ] }, "throughput": null, "energy": null, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 1018.048512, "max_global_vram": 3225.485312, "max_process_vram": 236884.942848, "max_reserved": 589.299712, "max_allocated": 439.456768 }, "latency": { "unit": "s", "count": 129, "total": 1.0002847485542294, "mean": 0.0077541453376296894, "stdev": 0.0001843457063114989, "p50": 0.007799664974212647, "p90": 0.007881296920776368, "p95": 0.007918736743927002, "p99": 0.008138153877258301, "values": [ 0.008051183700561524, 0.007767024993896484, 0.007652945041656494, 0.007605585098266601, 0.007759823799133301, 0.0077539048194885255, 0.007746224880218506, 0.00785038423538208, 0.007633265018463135, 0.007623024940490723, 0.0077679848670959475, 0.007740944862365723, 0.007381585121154785, 0.007423665046691895, 0.007406705856323242, 0.007178545951843262, 0.007313745021820068, 0.007679824829101563, 0.007372944831848144, 0.0073207859992980955, 0.007363025188446045, 0.007676624774932862, 0.007680465221405029, 0.007515345096588135, 0.007606864929199219, 0.007601425170898437, 0.007747825145721436, 0.007755024909973145, 0.0076487851142883305, 0.0075423851013183595, 0.007553905010223389, 0.00781694507598877, 0.00788270378112793, 0.007912785053253173, 0.007806384086608887, 0.007866704940795898, 0.0078612642288208, 0.00789710521697998, 0.007932943820953369, 0.007880945205688477, 0.007819664001464844, 0.007783185005187989, 0.00785310411453247, 0.00786926507949829, 0.007844304084777832, 0.007805264949798584, 0.007861104011535645, 0.007878224849700927, 0.0077908639907836915, 0.00783006477355957, 0.007842383861541747, 0.008166064262390136, 0.00779566478729248, 0.007906064033508301, 0.007839505195617675, 0.007843664169311523, 0.007875665187835694, 0.00791806411743164, 0.007919185161590576, 0.007895503997802734, 0.007877903938293457, 0.007870864868164063, 0.007865583896636963, 0.007830224990844726, 0.007773745059967041, 0.007817264080047608, 0.007814545154571534, 0.007599504947662353, 0.007826863765716553, 0.007410545825958252, 0.007050546169281005, 0.007235185146331787, 0.007836464881896973, 0.00784542417526245, 0.007838065147399903, 0.007474545001983642, 0.008066384315490723, 0.007831984996795655, 0.007509425163269043, 0.007450705051422119, 0.007799664974212647, 0.007803824901580811, 0.007774065017700196, 0.007803345203399658, 0.0078580641746521, 0.007983983993530274, 0.007844944953918458, 0.007839983940124511, 0.007810385227203369, 0.007832465171813964, 0.007746064186096192, 0.00778094482421875, 0.007716464996337891, 0.0077431840896606445, 0.007826544761657716, 0.007747824192047119, 0.0077863850593566895, 0.007836305141448974, 0.007824464797973633, 0.007810705184936524, 0.00784830379486084, 0.007803184986114502, 0.007769264221191406, 0.007846224784851074, 0.007807344913482666, 0.007817424774169923, 0.00852814292907715, 0.007773745059967041, 0.0077539048194885255, 0.007721263885498047, 0.007707184791564942, 0.007760624885559082, 0.00773230504989624, 0.007804783821105957, 0.0077491049766540525, 0.007774064064025879, 0.007750225067138672, 0.007831504821777344, 0.0077572641372680665, 0.0078011050224304195, 0.007762545108795166, 0.007827023983001708, 0.0077556648254394536, 0.007840303897857667, 0.0077908639907836915, 0.007787185192108154, 0.007811344146728515, 0.0077703847885131835, 0.007690704822540283 ] }, "throughput": { "unit": "samples/s", "value": 128.9632778930712 }, "energy": null, "efficiency": null } } }