{
    "config": {
        "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+cu121",
            "_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": 66697.293824,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.219-208.866.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": "0.3.1",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.43.3",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.8",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 789.17632,
                "max_global_vram": 688.390144,
                "max_process_vram": 0.0,
                "max_reserved": 123.731968,
                "max_allocated": 102.475264
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.49177734375,
                "mean": 7.49177734375,
                "stdev": 0.0,
                "p50": 7.49177734375,
                "p90": 7.49177734375,
                "p95": 7.49177734375,
                "p99": 7.49177734375,
                "values": [
                    7.49177734375
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 4.347433977656894e-06,
                "ram": 2.3671110122137406e-06,
                "gpu": 6.537227452002581e-06,
                "total": 1.3251772441873217e-05
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 976.121856,
                "max_global_vram": 1049.100288,
                "max_process_vram": 0.0,
                "max_reserved": 396.361728,
                "max_allocated": 245.323264
            },
            "latency": {
                "unit": "s",
                "count": 142,
                "total": 0.9976093745231625,
                "mean": 0.007025418130444808,
                "stdev": 0.00021858706935046392,
                "p50": 0.007105535984039306,
                "p90": 0.007277772903442383,
                "p95": 0.007315251111984253,
                "p99": 0.007443199791908264,
                "values": [
                    0.007453695774078369,
                    0.007374847888946533,
                    0.007428095817565918,
                    0.0073994240760803225,
                    0.007363584041595459,
                    0.007311359882354736,
                    0.007336959838867187,
                    0.007308288097381592,
                    0.007256063938140869,
                    0.007207935810089112,
                    0.0071996479034423825,
                    0.007122943878173828,
                    0.007103487968444824,
                    0.007155712127685547,
                    0.0071833600997924804,
                    0.0072499198913574215,
                    0.007237631797790528,
                    0.007256063938140869,
                    0.0072540159225463864,
                    0.007144447803497315,
                    0.007175168037414551,
                    0.007260159969329834,
                    0.007201791763305664,
                    0.007493631839752197,
                    0.007208960056304932,
                    0.0072120318412780765,
                    0.007222271919250488,
                    0.007155712127685547,
                    0.007278592109680176,
                    0.00719155216217041,
                    0.007080959796905518,
                    0.0071495680809020995,
                    0.007037951946258545,
                    0.007090176105499267,
                    0.007110655784606934,
                    0.00719155216217041,
                    0.007171072006225586,
                    0.007136256217956543,
                    0.007290880203247071,
                    0.007184383869171143,
                    0.007300096035003662,
                    0.0073062400817871095,
                    0.007188479900360107,
                    0.007081984043121338,
                    0.007270400047302246,
                    0.0072325119972229,
                    0.007177216053009033,
                    0.007154687881469727,
                    0.007162879943847656,
                    0.007117824077606201,
                    0.0071485438346862796,
                    0.007155712127685547,
                    0.007211008071899414,
                    0.0072427520751953125,
                    0.007126016139984131,
                    0.007168000221252442,
                    0.007136256217956543,
                    0.007092095851898193,
                    0.007176191806793213,
                    0.007155776023864746,
                    0.007315455913543701,
                    0.007238592147827148,
                    0.007243775844573975,
                    0.007258111953735351,
                    0.0072499198913574215,
                    0.007135231971740722,
                    0.00724070405960083,
                    0.007186431884765625,
                    0.0071188478469848635,
                    0.007258111953735351,
                    0.0071157760620117185,
                    0.007027520179748535,
                    0.006952960014343262,
                    0.0069027838706970214,
                    0.007107583999633789,
                    0.0069959678649902345,
                    0.006852575778961182,
                    0.006791200160980225,
                    0.006843391895294189,
                    0.0068280320167541505,
                    0.006907904148101806,
                    0.0071506562232971195,
                    0.007300096035003662,
                    0.007235712051391602,
                    0.007175168037414551,
                    0.007270400047302246,
                    0.006928319931030273,
                    0.006927360057830811,
                    0.0068884482383728025,
                    0.006830080032348633,
                    0.00682700777053833,
                    0.006801407814025879,
                    0.006748159885406494,
                    0.006796288013458252,
                    0.006797311782836914,
                    0.006792191982269287,
                    0.006779903888702392,
                    0.006712384223937988,
                    0.006774784088134766,
                    0.006747231960296631,
                    0.006790143966674805,
                    0.006754303932189941,
                    0.0068351998329162595,
                    0.0067983360290527345,
                    0.006788095951080322,
                    0.0067983360290527345,
                    0.006807551860809326,
                    0.0066979842185974124,
                    0.006738944053649902,
                    0.006766592025756836,
                    0.006749184131622315,
                    0.006699007987976074,
                    0.006802432060241699,
                    0.006790143966674805,
                    0.006804480075836182,
                    0.006788095951080322,
                    0.006796288013458252,
                    0.006795263767242431,
                    0.00679423999786377,
                    0.006812736034393311,
                    0.006724607944488525,
                    0.006767615795135498,
                    0.006755328178405762,
                    0.006796288013458252,
                    0.006810624122619629,
                    0.006761472225189209,
                    0.006711264133453369,
                    0.006754303932189941,
                    0.006819839954376221,
                    0.006820864200592041,
                    0.00673689603805542,
                    0.006800384044647217,
                    0.006825984001159668,
                    0.006746111869812011,
                    0.006795263767242431,
                    0.006780928134918213,
                    0.006767615795135498,
                    0.006796288013458252,
                    0.0068055038452148435,
                    0.006804480075836182,
                    0.006779903888702392,
                    0.006791168212890625
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 142.34028230525917
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.819011916368329e-08,
                "ram": 4.2750546762734836e-08,
                "gpu": 1.6656994319735226e-07,
                "total": 2.8751060912377036e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3478132.5219533388
            }
        }
    }
}