{
    "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-5.10.224-212.876.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": "0.4.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.34.2",
            "accelerate_commit": null,
            "diffusers_version": "0.30.3",
            "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": 799.86688,
                "max_global_vram": 1192.7552,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 499.374592
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.99124267578125,
                "mean": 7.99124267578125,
                "stdev": 0.0,
                "p50": 7.99124267578125,
                "p90": 7.99124267578125,
                "p95": 7.99124267578125,
                "p99": 7.99124267578125,
                "values": [
                    7.99124267578125
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 2.5568255118052324e-06,
                "ram": 1.3606703454387108e-06,
                "gpu": 3.352502682000061e-06,
                "total": 7.2699985392440045e-06
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1090.39616,
                "max_global_vram": 1203.24096,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 508.993024
            },
            "latency": {
                "unit": "s",
                "count": 155,
                "total": 1.0022120647430417,
                "mean": 0.006465884288664786,
                "stdev": 0.0002585651581029023,
                "p50": 0.006362112045288086,
                "p90": 0.006686105728149414,
                "p95": 0.00693125123977661,
                "p99": 0.00755310585021973,
                "values": [
                    0.007324672222137451,
                    0.00738918399810791,
                    0.007342080116271973,
                    0.007301119804382325,
                    0.007243775844573975,
                    0.007745535850524903,
                    0.00662937593460083,
                    0.006352896213531494,
                    0.006368256092071533,
                    0.006368256092071533,
                    0.00636518383026123,
                    0.006408127784729004,
                    0.006375423908233643,
                    0.006376448154449463,
                    0.006364160060882569,
                    0.006345727920532227,
                    0.006378399848937988,
                    0.006319104194641113,
                    0.006372352123260498,
                    0.006348800182342529,
                    0.006344704151153564,
                    0.006370304107666015,
                    0.006323264122009277,
                    0.0063539199829101565,
                    0.006367231845855713,
                    0.0063272957801818845,
                    0.006362112045288086,
                    0.006341631889343262,
                    0.0063528637886047365,
                    0.006333439826965332,
                    0.0063498239517211915,
                    0.0063508481979370115,
                    0.006345727920532227,
                    0.006354944229125976,
                    0.006304768085479737,
                    0.0063569917678833006,
                    0.006355967998504639,
                    0.0063272957801818845,
                    0.0063569917678833006,
                    0.0063170561790466305,
                    0.006328320026397705,
                    0.006333439826965332,
                    0.00633955192565918,
                    0.006370304107666015,
                    0.006348800182342529,
                    0.006344704151153564,
                    0.006338560104370118,
                    0.006331391811370849,
                    0.006359039783477783,
                    0.006330368041992188,
                    0.006363135814666748,
                    0.006334464073181153,
                    0.0063539199829101565,
                    0.006366208076477051,
                    0.006335455894470215,
                    0.006388735771179199,
                    0.006344704151153564,
                    0.006342656135559082,
                    0.0063610877990722655,
                    0.006333439826965332,
                    0.006418432235717773,
                    0.006376448154449463,
                    0.0063610877990722655,
                    0.00690176010131836,
                    0.0064204797744750975,
                    0.006421504020690918,
                    0.007922688007354736,
                    0.007000063896179199,
                    0.00653926420211792,
                    0.006563839912414551,
                    0.006575104236602783,
                    0.006508543968200684,
                    0.00657916784286499,
                    0.006562816143035889,
                    0.006300672054290772,
                    0.00637337589263916,
                    0.006296576023101807,
                    0.0063539199829101565,
                    0.006342656135559082,
                    0.006312960147857666,
                    0.0063508481979370115,
                    0.006302720069885254,
                    0.006352896213531494,
                    0.006503424167633057,
                    0.006502399921417237,
                    0.0065382399559021,
                    0.006302720069885254,
                    0.0063569917678833006,
                    0.006334464073181153,
                    0.006312960147857666,
                    0.006345727920532227,
                    0.00628223991394043,
                    0.006362112045288086,
                    0.006307839870452881,
                    0.006318079948425293,
                    0.006318079948425293,
                    0.006312960147857666,
                    0.006351871967315674,
                    0.0063170561790466305,
                    0.006331391811370849,
                    0.006332352161407471,
                    0.006372352123260498,
                    0.0065064959526062015,
                    0.006535168170928955,
                    0.006462463855743408,
                    0.006563839912414551,
                    0.006812672138214112,
                    0.006652927875518798,
                    0.00652288007736206,
                    0.006472703933715821,
                    0.006515711784362793,
                    0.006526976108551025,
                    0.006493184089660644,
                    0.006415359973907471,
                    0.006481919765472412,
                    0.0065812478065490725,
                    0.0066979842185974124,
                    0.006661119937896728,
                    0.0066713600158691405,
                    0.006755328178405762,
                    0.00679423999786377,
                    0.006738944053649902,
                    0.0067870721817016606,
                    0.00669593620300293,
                    0.0065136637687683106,
                    0.0065443840026855465,
                    0.0065669121742248536,
                    0.00653004789352417,
                    0.00657919979095459,
                    0.006515711784362793,
                    0.006448128223419189,
                    0.006344704151153564,
                    0.00632422399520874,
                    0.006355967998504639,
                    0.006337535858154297,
                    0.006313983917236328,
                    0.0063937921524047855,
                    0.006499328136444092,
                    0.006491136074066162,
                    0.006323200225830078,
                    0.006302720069885254,
                    0.006336512088775635,
                    0.006294528007507324,
                    0.006339583873748779,
                    0.006372352123260498,
                    0.006344704151153564,
                    0.00637440013885498,
                    0.006339583873748779,
                    0.006350912094116211,
                    0.006340608119964599,
                    0.006311935901641846,
                    0.006309887886047363,
                    0.006303743839263916,
                    0.0064102401733398436,
                    0.0065474557876586915
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 154.65788674150576
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.8295947089727e-08,
                "ram": 4.278640843000624e-08,
                "gpu": 1.4060318265789415e-07,
                "total": 2.6168553817762744e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3821380.4513767892
            }
        }
    }
}