{
    "config": {
        "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k",
        "backend": {
            "name": "pytorch",
            "version": "2.5.1+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": 2,
                "sequence_length": 16
            },
            "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": 66697.248768,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.228-219.884.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": "0.5.0.dev0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.46.3",
            "transformers_commit": null,
            "accelerate_version": "1.1.1",
            "accelerate_commit": null,
            "diffusers_version": "0.31.0",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.11",
            "timm_commit": null,
            "peft_version": "0.13.2",
            "peft_commit": null
        },
        "print_report": true,
        "log_report": true
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 884.38784,
                "max_global_vram": 695.730176,
                "max_process_vram": 0.0,
                "max_reserved": 123.731968,
                "max_allocated": 102.475264
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.36038961791992186
                ],
                "count": 1,
                "total": 0.36038961791992186,
                "mean": 0.36038961791992186,
                "p50": 0.36038961791992186,
                "p90": 0.36038961791992186,
                "p95": 0.36038961791992186,
                "p99": 0.36038961791992186,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1127.047168,
                "max_global_vram": 798.490624,
                "max_process_vram": 0.0,
                "max_reserved": 148.897792,
                "max_allocated": 133.139968
            },
            "latency": {
                "unit": "s",
                "values": [
                    0.00740342378616333,
                    0.007290880203247071,
                    0.00739737606048584,
                    0.0071188478469848635,
                    0.007112703800201416,
                    0.0070860800743103025,
                    0.007356416225433349,
                    0.007363584041595459,
                    0.007310336112976074,
                    0.00742195177078247,
                    0.007373824119567871,
                    0.007351295948028564,
                    0.007357439994812012,
                    0.007324672222137451,
                    0.007370751857757568,
                    0.007320576190948487,
                    0.007575551986694336,
                    0.007516287803649903,
                    0.007870463848114014,
                    0.007475200176239013,
                    0.007432191848754883,
                    0.0074422721862792965,
                    0.007400447845458984,
                    0.0073994240760803225,
                    0.0072930240631103515,
                    0.007429152011871338,
                    0.007432191848754883,
                    0.007449600219726562,
                    0.007408639907836914,
                    0.0075642881393432615,
                    0.007404543876647949,
                    0.007292960166931152,
                    0.007372799873352051,
                    0.007366720199584961,
                    0.007449600219726562,
                    0.007319519996643067,
                    0.007413760185241699,
                    0.007642111778259277,
                    0.007550975799560547,
                    0.007290880203247071,
                    0.0073062400817871095,
                    0.007367680072784424,
                    0.007738527774810791,
                    0.00734822416305542,
                    0.007322783946990967,
                    0.007409664154052734,
                    0.007436287879943848,
                    0.00733081579208374,
                    0.0074332160949707035,
                    0.007490367889404297,
                    0.007715839862823487,
                    0.007458816051483155,
                    0.007543647766113281,
                    0.007513088226318359,
                    0.0073994240760803225,
                    0.0073350720405578615,
                    0.007432191848754883,
                    0.00738099193572998,
                    0.007307295799255371,
                    0.007325664043426514,
                    0.007336031913757324,
                    0.007202816009521484,
                    0.007284736156463623,
                    0.0072765440940856935,
                    0.00727347183227539,
                    0.007237664222717285,
                    0.007103487968444824,
                    0.007054240226745606,
                    0.007181312084197998,
                    0.007238656044006348,
                    0.007169023990631103,
                    0.007398399829864502,
                    0.00734009599685669,
                    0.007572480201721191,
                    0.00734611177444458,
                    0.00745462417602539,
                    0.0071485438346862796,
                    0.007147520065307617,
                    0.007041024208068848,
                    0.007093279838562012,
                    0.007030784130096435,
                    0.007079936027526855,
                    0.007007328033447266,
                    0.007097343921661377,
                    0.007054336071014404,
                    0.007011328220367432,
                    0.007070816040039062,
                    0.007110655784606934,
                    0.007057407855987549,
                    0.006993919849395752,
                    0.006966271877288818,
                    0.007051231861114502,
                    0.0070594558715820314,
                    0.007028736114501953,
                    0.0070348801612854,
                    0.007012351989746094,
                    0.006993919849395752,
                    0.0070348801612854,
                    0.0069621758460998535,
                    0.006919136047363281,
                    0.006933504104614257,
                    0.006993919849395752,
                    0.006957056045532227,
                    0.006921279907226563,
                    0.006950975894927979,
                    0.007159808158874512,
                    0.006960127830505371,
                    0.006863872051239014,
                    0.006867968082427979,
                    0.006918144226074219,
                    0.00693452787399292,
                    0.006928480148315429,
                    0.006966271877288818,
                    0.006952960014343262,
                    0.006952032089233399,
                    0.007007232189178467,
                    0.006976511955261231,
                    0.006958079814910889,
                    0.00693555212020874,
                    0.007069695949554444,
                    0.007003136157989502,
                    0.006936575889587402,
                    0.006973440170288086,
                    0.00694271993637085,
                    0.007009280204772949,
                    0.0070174078941345214,
                    0.0069816322326660156,
                    0.006957056045532227,
                    0.007225344181060791,
                    0.007290880203247071,
                    0.007106560230255127,
                    0.007046144008636474,
                    0.006947840213775635,
                    0.006959072113037109,
                    0.007047167778015137,
                    0.006951935768127441,
                    0.006938623905181885,
                    0.007034848213195801,
                    0.006961152076721191
                ],
                "count": 139,
                "total": 1.0023643856048583,
                "mean": 0.0072112545726968225,
                "p50": 0.007225344181060791,
                "p90": 0.007455462551116943,
                "p95": 0.007552307033538818,
                "p99": 0.007729906368255616,
                "stdev": 0.0002181962382142712,
                "stdev_": 3.0257736155980894
            },
            "throughput": {
                "unit": "samples/s",
                "value": 277.34425124476667
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.37783400772624e-08,
                "ram": 4.566140291119948e-08,
                "gpu": 1.9882253777465022e-07,
                "total": 3.282622807631121e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 6092689.039235928
            }
        }
    }
}