{
    "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": "4.42.4",
            "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": "1.0.7",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 789.01248,
                "max_global_vram": 709.361664,
                "max_process_vram": 0.0,
                "max_reserved": 123.731968,
                "max_allocated": 102.475264
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.49161181640625,
                "mean": 7.49161181640625,
                "stdev": 0.0,
                "p50": 7.49161181640625,
                "p90": 7.49161181640625,
                "p95": 7.49161181640625,
                "p99": 7.49161181640625,
                "values": [
                    7.49161181640625
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 4.351180295149485e-06,
                "ram": 2.356543621207644e-06,
                "gpu": 6.657783104000023e-06,
                "total": 1.3365507020357151e-05
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 976.498688,
                "max_global_vram": 1049.100288,
                "max_process_vram": 0.0,
                "max_reserved": 396.361728,
                "max_allocated": 245.323264
            },
            "latency": {
                "unit": "s",
                "count": 153,
                "total": 0.9978896336555486,
                "mean": 0.006522154468336916,
                "stdev": 0.0003586358389900224,
                "p50": 0.006564864158630371,
                "p90": 0.006926950454711914,
                "p95": 0.007004979038238526,
                "p99": 0.007276380290985105,
                "values": [
                    0.007113728046417236,
                    0.007077888011932373,
                    0.007112703800201416,
                    0.006807551860809326,
                    0.006668288230895996,
                    0.0067645440101623535,
                    0.006714367866516113,
                    0.0066447358131408694,
                    0.00684441614151001,
                    0.008350720405578613,
                    0.007413760185241699,
                    0.006949888229370117,
                    0.006882304191589355,
                    0.006809599876403808,
                    0.006892543792724609,
                    0.0069253120422363285,
                    0.006927360057830811,
                    0.007015423774719238,
                    0.007027872085571289,
                    0.00694374418258667,
                    0.0068577280044555666,
                    0.006903808116912841,
                    0.006958079814910889,
                    0.006933504104614257,
                    0.006915071964263916,
                    0.006952960014343262,
                    0.006948863983154297,
                    0.006884352207183838,
                    0.0067870721817016606,
                    0.006909952163696289,
                    0.006918144226074219,
                    0.006896639823913574,
                    0.0067983360290527345,
                    0.006761472225189209,
                    0.006804480075836182,
                    0.006843391895294189,
                    0.006845439910888672,
                    0.006810783863067627,
                    0.006575136184692383,
                    0.006606847763061524,
                    0.0067010560035705566,
                    0.006710271835327148,
                    0.006688799858093262,
                    0.00670911979675293,
                    0.0066979842185974124,
                    0.006626304149627686,
                    0.00659660816192627,
                    0.006646944046020508,
                    0.006632448196411133,
                    0.006656000137329102,
                    0.006643712043762207,
                    0.006625279903411865,
                    0.006626304149627686,
                    0.006564864158630371,
                    0.006563839912414551,
                    0.006615039825439453,
                    0.006645760059356689,
                    0.006639616012573242,
                    0.006536191940307618,
                    0.0065413122177124024,
                    0.006601727962493896,
                    0.006831103801727295,
                    0.006557695865631104,
                    0.0065484800338745115,
                    0.006636608123779297,
                    0.006668288230895996,
                    0.006761472225189209,
                    0.00668175983428955,
                    0.006663008213043213,
                    0.006683648109436035,
                    0.006657023906707763,
                    0.006648831844329834,
                    0.006651904106140137,
                    0.0065146880149841305,
                    0.006601727962493896,
                    0.0065484800338745115,
                    0.0065372161865234375,
                    0.006415359973907471,
                    0.006322175979614258,
                    0.006455296039581298,
                    0.006499328136444092,
                    0.006369279861450195,
                    0.006205440044403076,
                    0.006264832019805908,
                    0.006262784004211426,
                    0.006243328094482422,
                    0.006296576023101807,
                    0.006732800006866455,
                    0.006783999919891357,
                    0.006899712085723877,
                    0.006920191764831543,
                    0.006998015880584717,
                    0.006781888008117676,
                    0.006758399963378906,
                    0.006556672096252441,
                    0.0071495680809020995,
                    0.006342656135559082,
                    0.006245376110076905,
                    0.006273024082183838,
                    0.006193120002746582,
                    0.006238207817077636,
                    0.006248447895050049,
                    0.006151167869567871,
                    0.006239232063293457,
                    0.0060581121444702145,
                    0.006108160018920898,
                    0.006159296035766601,
                    0.00623308801651001,
                    0.006173696041107178,
                    0.006139904022216797,
                    0.0061296639442443845,
                    0.006144000053405762,
                    0.006118400096893311,
                    0.0061255359649658205,
                    0.006123519897460937,
                    0.006085631847381592,
                    0.006168575763702393,
                    0.006046847820281982,
                    0.006177792072296143,
                    0.006173696041107178,
                    0.006127615928649902,
                    0.0060590081214904785,
                    0.0061296639442443845,
                    0.006136767864227295,
                    0.006137856006622314,
                    0.006086783885955811,
                    0.006138879776000977,
                    0.006079487800598145,
                    0.006123519897460937,
                    0.006186016082763672,
                    0.006132736206054688,
                    0.006092927932739258,
                    0.0061337599754333495,
                    0.006148096084594727,
                    0.006048672199249268,
                    0.006181888103485108,
                    0.006168575763702393,
                    0.006137856006622314,
                    0.006120448112487793,
                    0.006122687816619873,
                    0.006087552070617676,
                    0.00606822395324707,
                    0.0060702719688415525,
                    0.006200319766998291,
                    0.006110208034515381,
                    0.006121471881866455,
                    0.006166528224945069,
                    0.006056960105895996,
                    0.006146944046020507,
                    0.006103040218353272,
                    0.006106112003326416,
                    0.0063836159706115725,
                    0.006502399921417237
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 153.32356889961702
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.540450206649954e-08,
                "ram": 4.122720038803857e-08,
                "gpu": 1.6177118391082697e-07,
                "total": 2.7840288636536506e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3591916.783102741
            }
        }
    }
}