{
    "config": {
        "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k",
        "backend": {
            "name": "pytorch",
            "version": "2.4.0+cu124",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "image-classification",
            "library": "timm",
            "model_type": "resnet50",
            "model": "timm/resnet50.a1_in1k",
            "processor": "timm/resnet50.a1_in1k",
            "device": "cuda",
            "device_ids": "0",
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "model_kwargs": {},
            "processor_kwargs": {},
            "no_weights": false,
            "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-5.10.223-211.872.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": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.1",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 853.64736,
                "max_global_vram": 709.361664,
                "max_process_vram": 0.0,
                "max_reserved": 123.731968,
                "max_allocated": 102.475264
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.65905224609375,
                "mean": 7.65905224609375,
                "stdev": 0.0,
                "p50": 7.65905224609375,
                "p90": 7.65905224609375,
                "p95": 7.65905224609375,
                "p99": 7.65905224609375,
                "values": [
                    7.65905224609375
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 4.341521684027683e-06,
                "ram": 2.340291555337955e-06,
                "gpu": 4.93167061199997e-06,
                "total": 1.1613483851365609e-05
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1093.07904,
                "max_global_vram": 791.150592,
                "max_process_vram": 0.0,
                "max_reserved": 148.897792,
                "max_allocated": 114.685952
            },
            "latency": {
                "unit": "s",
                "count": 142,
                "total": 0.9983159689903256,
                "mean": 0.0070303941478191976,
                "stdev": 0.0003726064512424739,
                "p50": 0.006999552011489868,
                "p90": 0.007319142341613769,
                "p95": 0.007420364809036255,
                "p99": 0.008581881031990058,
                "values": [
                    0.009663488388061523,
                    0.009313216209411621,
                    0.007529471874237061,
                    0.00742195177078247,
                    0.007420928001403809,
                    0.007420928001403809,
                    0.007422976016998291,
                    0.007234560012817383,
                    0.007050240039825439,
                    0.007039999961853028,
                    0.007072768211364746,
                    0.006980607986450196,
                    0.007027711868286133,
                    0.007258111953735351,
                    0.007172095775604248,
                    0.007128064155578613,
                    0.007409664154052734,
                    0.007391232013702393,
                    0.007319551944732666,
                    0.007206912040710449,
                    0.007163904190063477,
                    0.007314432144165039,
                    0.007315455913543701,
                    0.007300064086914062,
                    0.007319551944732666,
                    0.007278592109680176,
                    0.007278592109680176,
                    0.007245823860168457,
                    0.007287807941436767,
                    0.007270400047302246,
                    0.007097343921661377,
                    0.0069550080299377445,
                    0.006944767951965332,
                    0.006940671920776367,
                    0.006923264026641846,
                    0.006966271877288818,
                    0.007015423774719238,
                    0.007012351989746094,
                    0.006971392154693603,
                    0.0070266880989074704,
                    0.007124991893768311,
                    0.007145472049713135,
                    0.007156735897064209,
                    0.007085055828094483,
                    0.007065599918365479,
                    0.007001088142395019,
                    0.0070553598403930665,
                    0.007104576110839844,
                    0.007085055828094483,
                    0.007057407855987549,
                    0.007078911781311035,
                    0.007071743965148926,
                    0.006913023948669434,
                    0.007010240077972412,
                    0.007051263809204102,
                    0.007020544052124023,
                    0.007126048088073731,
                    0.006949888229370117,
                    0.00699180793762207,
                    0.00738918399810791,
                    0.007225344181060791,
                    0.007088128089904785,
                    0.007310336112976074,
                    0.007368703842163086,
                    0.007304192066192627,
                    0.007370751857757568,
                    0.007137279987335205,
                    0.0070830078125,
                    0.007133152008056641,
                    0.007107583999633789,
                    0.007062528133392334,
                    0.007061503887176514,
                    0.006972479820251465,
                    0.006980607986450196,
                    0.007037951946258545,
                    0.006914015769958496,
                    0.007069695949554444,
                    0.006849535942077637,
                    0.006810624122619629,
                    0.006941696166992187,
                    0.0068884482383728025,
                    0.006692863941192627,
                    0.0066416640281677245,
                    0.006651904106140137,
                    0.0067123198509216305,
                    0.006743040084838867,
                    0.006915071964263916,
                    0.007234560012817383,
                    0.007228415966033935,
                    0.007278592109680176,
                    0.007432191848754883,
                    0.007122943878173828,
                    0.007101439952850342,
                    0.007079936027526855,
                    0.006919167995452881,
                    0.006876160144805908,
                    0.00688640022277832,
                    0.006906879901885986,
                    0.0068884482383728025,
                    0.006879199981689453,
                    0.006874176025390625,
                    0.006863872051239014,
                    0.006870016098022461,
                    0.00684441614151001,
                    0.006876160144805908,
                    0.0068986878395080565,
                    0.006811647891998291,
                    0.0068577280044555666,
                    0.00690176010131836,
                    0.006852575778961182,
                    0.006860799789428711,
                    0.006825984001159668,
                    0.006790143966674805,
                    0.006754303932189941,
                    0.0066304001808166506,
                    0.006660096168518067,
                    0.006628352165222168,
                    0.0066344962120056155,
                    0.006649856090545654,
                    0.006603775978088379,
                    0.006636544227600098,
                    0.00667852783203125,
                    0.0067123198509216305,
                    0.006636544227600098,
                    0.006654975891113281,
                    0.006650879859924317,
                    0.006645760059356689,
                    0.006642687797546387,
                    0.006654975891113281,
                    0.006636544227600098,
                    0.006650879859924317,
                    0.006636576175689697,
                    0.006758399963378906,
                    0.006636544227600098,
                    0.006631423950195312,
                    0.006867968082427979,
                    0.006998015880584717,
                    0.00688640022277832,
                    0.006870016098022461,
                    0.00688643217086792,
                    0.006875135898590088,
                    0.006874112129211426
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 142.23953578907043
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.172014554597399e-08,
                "ram": 4.4680691889831437e-08,
                "gpu": 1.7497140434482647e-07,
                "total": 3.013722417806319e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3318155.6273782426
            }
        }
    }
}