{
    "config": {
        "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.4.1+cu124",
            "_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": "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": 66697.261056,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.225-213.878.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": "0.5.0",
            "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": 803.336192,
                "max_global_vram": 1192.7552,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.374592
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.08240230560302735
                ],
                "count": 1,
                "total": 0.08240230560302735,
                "mean": 0.08240230560302735,
                "p50": 0.08240230560302735,
                "p90": 0.08240230560302735,
                "p95": 0.08240230560302735,
                "p99": 0.08240230560302735,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1079.271424,
                "max_global_vram": 1203.24096,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 508.992512
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.005992447853088379,
                    0.0057415680885314945,
                    0.005854207992553711,
                    0.005734432220458985,
                    0.005801983833312988,
                    0.005744639873504639,
                    0.005827583789825439,
                    0.005757952213287353,
                    0.005795839786529541,
                    0.005796864032745362,
                    0.005738495826721191,
                    0.0057784318923950195,
                    0.00562278413772583,
                    0.005603328227996827,
                    0.005553152084350586,
                    0.005548031806945801,
                    0.005484543800354004,
                    0.005406720161437988,
                    0.005381152153015136,
                    0.005649407863616943,
                    0.005680160045623779,
                    0.0054876160621643065,
                    0.005500927925109863,
                    0.005473279953002929,
                    0.005511168003082275,
                    0.005494783878326416,
                    0.005582848072052002,
                    0.005600255966186523,
                    0.005604351997375488,
                    0.0055797758102417,
                    0.005573631763458252,
                    0.005850111961364746,
                    0.005729248046875,
                    0.005819392204284668,
                    0.005751808166503906,
                    0.005753856182098388,
                    0.005656576156616211,
                    0.005596159934997558,
                    0.005563392162322998,
                    0.005537792205810547,
                    0.005605247974395752,
                    0.005463039875030518,
                    0.005455872058868408,
                    0.005547008037567139,
                    0.00555622386932373,
                    0.005540863990783691,
                    0.005404672145843506,
                    0.00547430419921875,
                    0.005511168003082275,
                    0.005446623802185058,
                    0.005445631980895996,
                    0.005557248115539551,
                    0.005537792205810547,
                    0.005566463947296142,
                    0.005408768177032471,
                    0.005406720161437988,
                    0.005502975940704345,
                    0.00546611213684082,
                    0.005450751781463623,
                    0.005492735862731934,
                    0.005485568046569824,
                    0.0054876160621643065,
                    0.005500927925109863,
                    0.005494783878326416,
                    0.0055808000564575196,
                    0.005573631763458252,
                    0.005670911788940429,
                    0.005575679779052735,
                    0.005571584224700928,
                    0.005611519813537597,
                    0.005548031806945801,
                    0.005587967872619629,
                    0.005465087890625,
                    0.0054609918594360355,
                    0.005542912006378174,
                    0.0054876160621643065,
                    0.005409791946411133,
                    0.005352447986602784,
                    0.005450751781463623,
                    0.0054917120933532714,
                    0.0055101442337036136,
                    0.005637119770050049,
                    0.005608448028564453,
                    0.005470208168029785,
                    0.00550707197189331,
                    0.0056217598915100095,
                    0.005799935817718506,
                    0.00530944013595581,
                    0.0060364799499511715,
                    0.006470655918121338,
                    0.006392831802368164,
                    0.00658841609954834,
                    0.006656000137329102,
                    0.006603775978088379,
                    0.006584320068359375,
                    0.006687744140625,
                    0.006119423866271972,
                    0.006291456222534179,
                    0.005570559978485107,
                    0.00552243185043335,
                    0.005414912223815918,
                    0.005432320117950439,
                    0.005401599884033203,
                    0.005418015956878662,
                    0.005914624214172363,
                    0.0059064321517944334,
                    0.0059872961044311526,
                    0.005518400192260743,
                    0.005932032108306885,
                    0.005747712135314941,
                    0.005629951953887939,
                    0.005397439956665039,
                    0.005401599884033203,
                    0.005328896045684814,
                    0.005386240005493164,
                    0.005371903896331787,
                    0.005444608211517334,
                    0.005337088108062744,
                    0.005329919815063477,
                    0.0053678078651428224,
                    0.0053606400489807126,
                    0.005315648078918457,
                    0.0053647360801696775,
                    0.005320703983306885,
                    0.005329984188079834,
                    0.0053606400489807126,
                    0.005341184139251709,
                    0.005337088108062744,
                    0.005370880126953125,
                    0.00530841588973999,
                    0.005303232192993164,
                    0.005370880126953125,
                    0.00530944013595581,
                    0.005327871799468994,
                    0.005360671997070313,
                    0.005332992076873779,
                    0.005314559936523438,
                    0.005359551906585693,
                    0.0053002238273620605,
                    0.00530944013595581,
                    0.005362688064575195,
                    0.005352447986602784,
                    0.005352447986602784,
                    0.005189631938934326,
                    0.0051456642150878905,
                    0.005135359764099121,
                    0.005144576072692871,
                    0.005137407779693603,
                    0.0051333122253417966,
                    0.005141503810882568,
                    0.005139455795288086,
                    0.005115903854370117,
                    0.005157887935638428,
                    0.005169151782989502,
                    0.005123072147369385,
                    0.005139455795288086,
                    0.005156864166259765,
                    0.005100543975830078,
                    0.005122047901153564,
                    0.0051066880226135255,
                    0.005157887935638428,
                    0.005111807823181152,
                    0.005135359764099121,
                    0.005273600101470947,
                    0.005179391860961914,
                    0.005139455795288086,
                    0.005158912181854248,
                    0.005182464122772217,
                    0.005192704200744629,
                    0.005130239963531494,
                    0.005178368091583252,
                    0.00511081600189209,
                    0.005098495960235596,
                    0.005150720119476319,
                    0.005227519989013672,
                    0.005154816150665284,
                    0.005303296089172363,
                    0.005541920185089111,
                    0.0058716158866882326,
                    0.005405663967132568,
                    0.0053350720405578615
                ],
                "count": 181,
                "total": 0.9971733121871943,
                "mean": 0.005509244818713783,
                "p50": 0.005473279953002929,
                "p90": 0.005827583789825439,
                "p95": 0.0060364799499511715,
                "p99": 0.006614220809936523,
                "stdev": 0.00030971153837372446,
                "stdev_": 5.621669549367227
            },
            "throughput": {
                "unit": "samples/s",
                "value": 181.51308081339997
            },
            "energy": {
                "unit": "kWh",
                "cpu": 6.305660881466818e-08,
                "ram": 3.4352425879216754e-08,
                "gpu": 1.1569527186243753e-07,
                "total": 2.1310430655632245e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 4692537.734969259
            }
        }
    }
}