{
    "config": {
        "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+rocm5.7",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-classification",
            "library": "transformers",
            "model_type": "roberta",
            "model": "FacebookAI/roberta-base",
            "processor": "FacebookAI/roberta-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": 1082015.256576,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.15.0-101-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": "0.4.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.34.2",
            "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": "0.12.0",
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 1041.77664,
                "max_global_vram": 68702.69952,
                "max_process_vram": 44700.635136,
                "max_reserved": 555.74528,
                "max_allocated": 499.374592
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.73891943359375,
                "mean": 7.73891943359375,
                "stdev": 0.0,
                "p50": 7.73891943359375,
                "p90": 7.73891943359375,
                "p95": 7.73891943359375,
                "p99": 7.73891943359375,
                "values": [
                    7.73891943359375
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null,
            "measures": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1158.619136,
                "max_global_vram": 68702.69952,
                "max_process_vram": 221766.475776,
                "max_reserved": 555.74528,
                "max_allocated": 499.4432
            },
            "latency": {
                "unit": "s",
                "count": 142,
                "total": 0.9992563970088958,
                "mean": 0.0070370168803443375,
                "stdev": 0.001568298630084595,
                "p50": 0.00689785099029541,
                "p90": 0.007436171197891236,
                "p95": 0.007753188037872315,
                "p99": 0.015583963003158579,
                "values": [
                    0.00739729118347168,
                    0.007313930988311767,
                    0.007072171211242676,
                    0.00684896993637085,
                    0.0068736100196838375,
                    0.006872651100158692,
                    0.006856329917907715,
                    0.00713585090637207,
                    0.006889450073242188,
                    0.006858891010284424,
                    0.006925771236419678,
                    0.006930729866027832,
                    0.006887691020965576,
                    0.006877769947052002,
                    0.006912810802459717,
                    0.006866409778594971,
                    0.006908171176910401,
                    0.0069089698791503906,
                    0.006925930976867676,
                    0.00684512996673584,
                    0.006878410816192627,
                    0.006868169784545898,
                    0.006870729923248291,
                    0.006890571117401123,
                    0.006923689842224121,
                    0.006893610954284668,
                    0.006888490200042724,
                    0.006844810962677002,
                    0.006895209789276123,
                    0.016628185272216798,
                    0.002238563060760498,
                    0.005354248046875,
                    0.0068953709602355955,
                    0.006863049983978272,
                    0.006874890804290772,
                    0.006875529766082764,
                    0.006892011165618896,
                    0.006857450008392334,
                    0.00688529109954834,
                    0.0068996901512146,
                    0.006896010875701904,
                    0.0068638501167297365,
                    0.006874889850616455,
                    0.006860010147094727,
                    0.006862889766693115,
                    0.006873449802398682,
                    0.00686913013458252,
                    0.006879691123962402,
                    0.006844170093536377,
                    0.006864170074462891,
                    0.00689040994644165,
                    0.0068672108650207515,
                    0.00690241003036499,
                    0.006912971019744873,
                    0.0068924899101257325,
                    0.0068788909912109375,
                    0.007064970970153808,
                    0.006866569995880127,
                    0.006864330768585205,
                    0.006916009902954102,
                    0.006912810802459717,
                    0.00691441011428833,
                    0.006922571182250976,
                    0.0069278497695922855,
                    0.006923690795898437,
                    0.006901131153106689,
                    0.007142250061035156,
                    0.0069225702285766605,
                    0.006985130786895752,
                    0.006941450119018555,
                    0.0069380908012390136,
                    0.006918890953063965,
                    0.006907050132751465,
                    0.0069020910263061525,
                    0.006901289939880371,
                    0.00688481092453003,
                    0.006896329879760742,
                    0.01408130168914795,
                    0.0023364830017089844,
                    0.004989128112792968,
                    0.006897931098937988,
                    0.006874569892883301,
                    0.006888650894165039,
                    0.006942249774932861,
                    0.006884010791778564,
                    0.006890890121459961,
                    0.006899691104888916,
                    0.0068779301643371584,
                    0.0068984107971191404,
                    0.006916170120239258,
                    0.00692241096496582,
                    0.006916971206665039,
                    0.006904489994049072,
                    0.0069051308631896974,
                    0.006903689861297607,
                    0.0068769707679748535,
                    0.006888169765472412,
                    0.006884331226348877,
                    0.006855050086975098,
                    0.006857131004333496,
                    0.006881609916687011,
                    0.0068739309310913085,
                    0.00685984992980957,
                    0.006912331104278565,
                    0.006901290893554688,
                    0.0068900899887084964,
                    0.006908330917358398,
                    0.006867370128631592,
                    0.006904010772705078,
                    0.006883530139923095,
                    0.006877450942993164,
                    0.007449770927429199,
                    0.007781772136688232,
                    0.0077374520301818845,
                    0.007742891788482666,
                    0.007740171909332275,
                    0.007861291885375977,
                    0.0072080111503601075,
                    0.007440491199493408,
                    0.007741291999816894,
                    0.0077680120468139645,
                    0.007763212203979492,
                    0.007745131969451904,
                    0.007753612041473389,
                    0.01786050796508789,
                    0.0022990429401397706,
                    0.004296647071838379,
                    0.007362091064453125,
                    0.006910571098327637,
                    0.006957129955291748,
                    0.006960171222686768,
                    0.0068712100982666014,
                    0.006914570808410645,
                    0.006885610103607178,
                    0.0068924899101257325,
                    0.0068977708816528325,
                    0.00691664981842041,
                    0.006901930809020996,
                    0.006906410217285156,
                    0.00692401123046875,
                    0.006909289836883545,
                    0.006892169952392578
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 142.10567020141463
            },
            "energy": null,
            "efficiency": null,
            "measures": null
        }
    }
}