{
    "config": {
        "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k",
        "backend": {
            "name": "pytorch",
            "version": "2.2.2+rocm5.7",
            "_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": 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": "0.3.1",
            "optimum_benchmark_commit": "378d8dddb2c87c406ac8d3231c1c44d5a290b874",
            "transformers_version": "4.42.4",
            "transformers_commit": null,
            "accelerate_version": "0.32.1",
            "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": 982.347776,
                "max_global_vram": 2970.042368,
                "max_process_vram": 48292.999168,
                "max_reserved": 123.731968,
                "max_allocated": 102.475264
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.41970458984375,
                "mean": 7.41970458984375,
                "stdev": 0.0,
                "p50": 7.41970458984375,
                "p90": 7.41970458984375,
                "p95": 7.41970458984375,
                "p99": 7.41970458984375,
                "values": [
                    7.41970458984375
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1830.1952,
                "max_global_vram": 3918.979072,
                "max_process_vram": 290532.155392,
                "max_reserved": 148.897792,
                "max_allocated": 113.516032
            },
            "latency": {
                "unit": "s",
                "count": 132,
                "total": 0.9991893668174743,
                "mean": 0.007569616415283896,
                "stdev": 0.0005000957195413268,
                "p50": 0.007543829917907715,
                "p90": 0.008303444957733155,
                "p95": 0.008500396299362181,
                "p99": 0.008653511323928834,
                "values": [
                    0.008567188262939453,
                    0.008616948127746582,
                    0.008652628898620606,
                    0.008771187782287597,
                    0.008653907775878907,
                    0.008584467887878418,
                    0.008602389335632324,
                    0.008445748329162598,
                    0.008392788887023927,
                    0.008359667778015136,
                    0.008328628540039063,
                    0.00830142879486084,
                    0.008281108856201171,
                    0.008267348289489745,
                    0.008303668975830078,
                    0.008331028938293458,
                    0.008304628372192382,
                    0.008250389099121094,
                    0.008287508964538575,
                    0.00798590898513794,
                    0.00791374921798706,
                    0.007938389778137206,
                    0.007990549087524414,
                    0.007935029029846191,
                    0.007951028823852539,
                    0.007942228794097901,
                    0.007961430072784425,
                    0.007936308860778809,
                    0.007845108985900878,
                    0.007833270072937012,
                    0.0078526291847229,
                    0.007860468864440919,
                    0.007832630157470703,
                    0.00782910919189453,
                    0.0078027091026306155,
                    0.007812150001525879,
                    0.0077819089889526365,
                    0.007811830043792724,
                    0.007809109210968017,
                    0.007809269905090332,
                    0.007805109977722168,
                    0.007824469089508056,
                    0.007810229778289795,
                    0.007805910110473633,
                    0.00783134889602661,
                    0.007855669975280762,
                    0.00783630895614624,
                    0.007823029041290282,
                    0.00777662992477417,
                    0.007809268951416016,
                    0.007819509983062745,
                    0.007815188884735107,
                    0.007822228908538818,
                    0.007806069850921631,
                    0.0078031888008117676,
                    0.007728310108184815,
                    0.006868629932403564,
                    0.007127830982208252,
                    0.007088630199432373,
                    0.00686703109741211,
                    0.006996950149536133,
                    0.007151670932769775,
                    0.007053269863128662,
                    0.007048951148986816,
                    0.006902070045471192,
                    0.006884951114654541,
                    0.0069159908294677734,
                    0.007157751083374023,
                    0.0068892698287963865,
                    0.0068756709098815915,
                    0.0071399898529052735,
                    0.007268630981445313,
                    0.007029109954833984,
                    0.007083991050720215,
                    0.007020151138305664,
                    0.006887351036071777,
                    0.0068678297996520995,
                    0.006849911212921143,
                    0.006894071102142334,
                    0.007237750053405762,
                    0.007229109764099121,
                    0.0070388708114624025,
                    0.0073534297943115235,
                    0.0073155097961425785,
                    0.007245590209960937,
                    0.007177110195159912,
                    0.006966870784759521,
                    0.007283669948577881,
                    0.007415349960327148,
                    0.007236310005187988,
                    0.007319349765777588,
                    0.0074123101234436035,
                    0.007229750156402588,
                    0.006845911026000976,
                    0.007353270053863525,
                    0.007096630096435547,
                    0.007694550037384033,
                    0.007787508964538574,
                    0.0077993497848510744,
                    0.007846708774566651,
                    0.007807990074157715,
                    0.007779669761657715,
                    0.007849908828735352,
                    0.00781583023071289,
                    0.007643989086151123,
                    0.007525269985198975,
                    0.007382390022277832,
                    0.007562389850616455,
                    0.007364950180053711,
                    0.007212790012359619,
                    0.007403349876403809,
                    0.007120790004730225,
                    0.007085270881652832,
                    0.007372950077056885,
                    0.007249269962310791,
                    0.007319509983062744,
                    0.007114709854125977,
                    0.0074092698097229,
                    0.0073460698127746586,
                    0.006897110939025879,
                    0.007093430042266846,
                    0.00711151123046875,
                    0.006885270118713379,
                    0.0070548710823059085,
                    0.0068868699073791504,
                    0.006971991062164307,
                    0.0071230301856994626,
                    0.007113430976867676,
                    0.007242228984832764,
                    0.007454390048980713,
                    0.00738686990737915,
                    0.007137430191040039
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 132.10709039111796
            },
            "energy": null,
            "efficiency": null
        }
    }
}