{ "config": { "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", "backend": { "name": "pytorch", "version": "2.3.1+rocm5.7", "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", "task": "token-classification", "library": "transformers", "model_type": "deberta-v2", "model": "microsoft/deberta-v3-base", "processor": "microsoft/deberta-v3-base", "device": "cuda", "device_ids": "6", "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": "warn", "numactl": false, "numactl_kwargs": {}, "start_method": "spawn" }, "environment": { "cpu": " AMD EPYC 7763 64-Core Processor", "cpu_count": 128, "cpu_ram_mb": 1082014.482432, "system": "Linux", "machine": "x86_64", "platform": "Linux-5.15.0-122-generic-x86_64-with-glibc2.35", "processor": "x86_64", "python_version": "3.10.12", "gpu": [ "Advanced Micro Devices, Inc. [AMD/ATI]", "Advanced Micro Devices, Inc. [AMD/ATI]", "Advanced Micro Devices, Inc. [AMD/ATI]", "Advanced Micro Devices, Inc. [AMD/ATI]", "Advanced Micro Devices, Inc. [AMD/ATI]", "Advanced Micro Devices, Inc. [AMD/ATI]", "Advanced Micro Devices, Inc. [AMD/ATI]", "Advanced Micro Devices, Inc. [AMD/ATI]" ], "gpu_count": 8, "gpu_vram_mb": 549621596160, "optimum_benchmark_version": "0.5.0", "optimum_benchmark_commit": null, "transformers_version": "4.45.2", "transformers_commit": null, "accelerate_version": "1.0.0", "accelerate_commit": null, "diffusers_version": "0.30.3", "diffusers_commit": null, "optimum_version": null, "optimum_commit": null, "timm_version": "1.0.9", "timm_commit": null, "peft_version": "0.13.0", "peft_commit": null }, "print_report": true, "log_report": true }, "report": { "load": { "memory": { "unit": "MB", "max_ram": 1114.574848, "max_global_vram": 68702.69952, "max_process_vram": 4995.104768, "max_reserved": 773.849088, "max_allocated": 736.603648 }, "latency": { "unit": "s", "values": [ 0.07588843536376953 ], "count": 1, "total": 0.07588843536376953, "mean": 0.07588843536376953, "p50": 0.07588843536376953, "p90": 0.07588843536376953, "p95": 0.07588843536376953, "p99": 0.07588843536376953, "stdev": 0, "stdev_": 0 }, "throughput": null, "energy": null, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 1250.455552, "max_global_vram": 68702.69952, "max_process_vram": 283876.950016, "max_reserved": 773.849088, "max_allocated": 745.086976 }, "latency": { "unit": "s", "values": [ 0.013472339630126954, 0.013241620063781738, 0.013373459815979004, 0.013215378761291504, 0.013245940208435059, 0.013101139068603516, 0.013259059906005859, 0.013090099334716797, 0.013558899879455567, 0.013158260345458984, 0.013430258750915528, 0.013196980476379395, 0.01340369987487793, 0.013161619186401368, 0.01348114013671875, 0.01324705982208252, 0.01327825927734375, 0.013663061141967773, 0.013695219993591308, 0.013313618659973145, 0.01324385929107666, 0.01329185962677002, 0.013719220161437989, 0.013321619987487793, 0.013279539108276367, 0.013270580291748046, 0.01363938045501709, 0.013307060241699219, 0.01326353931427002, 0.013416019439697266, 0.013390740394592286, 0.013320500373840333, 0.013285300254821778, 0.013311379432678223, 0.013729141235351563, 0.013321139335632325, 0.013312820434570313, 0.01331842041015625, 0.013718899726867675, 0.01327698040008545, 0.013311698913574218, 0.013298100471496582, 0.013693940162658692, 0.013262100219726562, 0.013320499420166016, 0.013296018600463868, 0.015047382354736329, 0.01484370231628418, 0.013817461013793945, 0.013920499801635742, 0.014086581230163575, 0.01393026065826416, 0.01411618137359619, 0.014872021675109863, 0.014608981132507325, 0.013951061248779296, 0.014034900665283203, 0.013919380187988281, 0.014423542022705078, 0.01398386001586914, 0.014455061912536621, 0.01419282054901123, 0.01426210117340088, 0.01385282039642334, 0.013301939964294433, 0.013369139671325683, 0.01328257942199707, 0.013682420730590821, 0.013308658599853515, 0.013302260398864747, 0.013254258155822754, 0.013782739639282227, 0.013379220008850098, 0.013306578636169434 ], "count": 74, "total": 1.0047958869934084, "mean": 0.013578322797208218, "p50": 0.013345379829406739, "p90": 0.01416982879638672, "p95": 0.014508933639526366, "p99": 0.014919369058609008, "stdev": 0.0004426187279648201, "stdev_": 3.259745217250433 }, "throughput": { "unit": "samples/s", "value": 73.64679827803224 }, "energy": null, "efficiency": null } } }