{
    "config": {
        "name": "cuda_inference_transformers_text-classification_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.2.2+rocm5.7",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-classification",
            "library": "transformers",
            "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": {},
            "hub_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,
            "latency": true,
            "memory": 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": "0.3.0",
            "optimum_benchmark_commit": "748abd0c7ac21cfb1798768cad39007b466ce8e8",
            "transformers_version": "4.42.3",
            "transformers_commit": null,
            "accelerate_version": "0.31.0",
            "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": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1009.283072,
                "max_global_vram": 897.757184,
                "max_process_vram": 199577.481216,
                "max_reserved": 555.74528,
                "max_allocated": 499.443712
            },
            "latency": {
                "unit": "s",
                "count": 144,
                "total": 0.9971801538467412,
                "mean": 0.006924862179491255,
                "stdev": 0.0004506721662233124,
                "p50": 0.006799014568328857,
                "p90": 0.0072383089542388925,
                "p95": 0.007481276130676269,
                "p99": 0.009047464542388901,
                "values": [
                    0.0075162920951843265,
                    0.007142054080963135,
                    0.006784934997558594,
                    0.0067676548957824705,
                    0.006787654876708985,
                    0.006765574932098389,
                    0.006756295204162597,
                    0.006754374980926513,
                    0.006751814842224121,
                    0.0067689352035522465,
                    0.006696774959564209,
                    0.006686534881591797,
                    0.006716135025024414,
                    0.006697414875030517,
                    0.00667085599899292,
                    0.006663974761962891,
                    0.006668775081634521,
                    0.006668135166168213,
                    0.006715015888214111,
                    0.006664135932922363,
                    0.006696455001831055,
                    0.006699015140533447,
                    0.006710215091705322,
                    0.006707334995269775,
                    0.006678054809570313,
                    0.006665736198425293,
                    0.006702694892883301,
                    0.006698695182800293,
                    0.006709575176239014,
                    0.006718375205993652,
                    0.006736774921417236,
                    0.006710054874420166,
                    0.006702694892883301,
                    0.01038124179840088,
                    0.006963813781738281,
                    0.006810854911804199,
                    0.006730535984039307,
                    0.006777894973754883,
                    0.006733735084533691,
                    0.006740294933319092,
                    0.006731174945831299,
                    0.006722054958343506,
                    0.006976774215698242,
                    0.006770534992218018,
                    0.006786855220794677,
                    0.006760775089263916,
                    0.006741095066070557,
                    0.006889413833618164,
                    0.006726055145263672,
                    0.006741415023803711,
                    0.006739174842834473,
                    0.0070198140144348145,
                    0.006939333915710449,
                    0.00678077507019043,
                    0.00679981517791748,
                    0.006762535095214844,
                    0.010038043022155762,
                    0.007071333885192871,
                    0.006929094791412353,
                    0.006928935050964356,
                    0.006793254852294922,
                    0.006757894992828369,
                    0.0067602949142456055,
                    0.006739815235137939,
                    0.006827014923095703,
                    0.006761254787445069,
                    0.006765095233917237,
                    0.006798213958740235,
                    0.006763814926147461,
                    0.006737895011901855,
                    0.006760934829711914,
                    0.0067486147880554195,
                    0.0067548551559448245,
                    0.0067498950958251955,
                    0.006747175216674805,
                    0.006719494819641113,
                    0.006745894908905029,
                    0.0067486147880554195,
                    0.006763494968414306,
                    0.006709734916687012,
                    0.0067622151374816895,
                    0.006732295036315918,
                    0.00676061487197876,
                    0.006793574810028076,
                    0.006790695190429688,
                    0.006766214847564698,
                    0.006800934791564941,
                    0.0068623747825622555,
                    0.006839654922485352,
                    0.006835333824157715,
                    0.006825415134429932,
                    0.00681517505645752,
                    0.006815013885498047,
                    0.00678509521484375,
                    0.00687469482421875,
                    0.006825254917144775,
                    0.006841734886169433,
                    0.006847653865814209,
                    0.00685613489151001,
                    0.006818214893341065,
                    0.0068599748611450195,
                    0.006860935211181641,
                    0.006845414161682129,
                    0.006831974983215332,
                    0.006809094905853272,
                    0.006863814830780029,
                    0.006827494144439697,
                    0.006818534851074219,
                    0.007227333068847657,
                    0.0076705322265625,
                    0.007734372138977051,
                    0.007508131980895996,
                    0.0070462141036987305,
                    0.00728221321105957,
                    0.007174373149871826,
                    0.007200772762298584,
                    0.007171974182128906,
                    0.007296133041381836,
                    0.007671492099761963,
                    0.007656132221221924,
                    0.007156773090362549,
                    0.00724301290512085,
                    0.0072702131271362306,
                    0.007180774211883545,
                    0.007161094188690186,
                    0.007219333171844483,
                    0.007303173065185547,
                    0.007329092979431152,
                    0.007247172832489014,
                    0.007187812805175781,
                    0.007127813816070557,
                    0.007113093852996826,
                    0.006889894962310791,
                    0.006847175121307373,
                    0.006818055152893066,
                    0.006824294090270996,
                    0.006834374904632568,
                    0.006858695030212403,
                    0.006828134059906006,
                    0.0068391752243042,
                    0.006870053768157959,
                    0.006801575183868408,
                    0.00685277509689331,
                    0.0068457350730896
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 144.40720610463708
            },
            "energy": null,
            "efficiency": null
        }
    }
}