{
    "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": "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": {},
            "hub_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,
            "latency": true,
            "memory": 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": "0.2.1",
            "optimum_benchmark_commit": "0d561969d04a7091baf8691bc894eb753a189d4f",
            "transformers_version": "4.42.3",
            "transformers_commit": null,
            "accelerate_version": "0.31.0",
            "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": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1824.866304,
                "max_global_vram": 541.26592,
                "max_process_vram": 85978.660864,
                "max_reserved": 148.897792,
                "max_allocated": 113.51808
            },
            "latency": {
                "unit": "s",
                "count": 171,
                "total": 0.9966359319686889,
                "mean": 0.005828280303910462,
                "stdev": 0.00020172981992898454,
                "p50": 0.005736472129821778,
                "p90": 0.006099192142486573,
                "p95": 0.0062355115413665774,
                "p99": 0.006412375068664551,
                "values": [
                    0.00622895097732544,
                    0.005941751956939697,
                    0.005802231788635254,
                    0.005829912185668945,
                    0.005803032875061035,
                    0.006013431072235107,
                    0.005939511775970459,
                    0.005858712196350098,
                    0.005831831932067871,
                    0.0059439921379089355,
                    0.005929751873016358,
                    0.0057548718452453615,
                    0.00572255277633667,
                    0.005938392162322998,
                    0.005755832195281982,
                    0.005733911991119385,
                    0.005736472129821778,
                    0.005766712188720703,
                    0.005764632225036621,
                    0.005755033016204834,
                    0.005752312183380127,
                    0.005746071815490723,
                    0.006695510864257813,
                    0.006148952007293701,
                    0.005882233142852783,
                    0.005978871822357177,
                    0.005951191902160645,
                    0.00595087194442749,
                    0.006323031902313233,
                    0.006165750980377197,
                    0.006287352085113525,
                    0.006016631126403809,
                    0.006220791816711426,
                    0.006207352161407471,
                    0.00626143217086792,
                    0.005995831966400147,
                    0.005683832168579102,
                    0.006242072105407715,
                    0.00596575117111206,
                    0.005982071876525879,
                    0.005939352035522461,
                    0.005999832153320312,
                    0.005906392097473145,
                    0.005882552146911621,
                    0.005907991886138916,
                    0.005817912101745606,
                    0.005950232028961181,
                    0.005939832210540771,
                    0.006123991012573242,
                    0.006077752113342285,
                    0.005672791957855225,
                    0.006138391971588135,
                    0.005923992156982422,
                    0.00594431209564209,
                    0.0059702320098876955,
                    0.005902872085571289,
                    0.005767191886901855,
                    0.00569647216796875,
                    0.005684792041778564,
                    0.005683352947235107,
                    0.0057017521858215335,
                    0.005690552234649658,
                    0.005679351806640625,
                    0.005693112850189209,
                    0.0056711921691894535,
                    0.005691671848297119,
                    0.00578815221786499,
                    0.005763672828674317,
                    0.005673432826995849,
                    0.005688632011413574,
                    0.005695191860198975,
                    0.005691513061523438,
                    0.00566591215133667,
                    0.00568447208404541,
                    0.005678071975708008,
                    0.00566959285736084,
                    0.0056595120429992676,
                    0.00564623212814331,
                    0.00566959285736084,
                    0.005677272796630859,
                    0.005683671951293945,
                    0.00567583179473877,
                    0.0056843128204345705,
                    0.005679512023925781,
                    0.005682072162628174,
                    0.005678711891174316,
                    0.005684792995452881,
                    0.005675511837005615,
                    0.0058796720504760746,
                    0.005682712078094483,
                    0.005679993152618408,
                    0.005682393074035645,
                    0.005655352115631103,
                    0.005637112140655517,
                    0.005690392971038819,
                    0.005675672054290771,
                    0.005689271926879883,
                    0.005684631824493408,
                    0.005658712863922119,
                    0.005693912029266357,
                    0.005683032035827637,
                    0.005663672924041748,
                    0.005665272235870361,
                    0.005696951866149902,
                    0.005671031951904297,
                    0.005653432846069336,
                    0.005650231838226319,
                    0.005643191814422607,
                    0.0056649518013000486,
                    0.005801433086395263,
                    0.006383350849151611,
                    0.006411991119384766,
                    0.0064132709503173825,
                    0.006213431835174561,
                    0.006071991920471191,
                    0.005855512142181396,
                    0.006055511951446533,
                    0.0058647928237915035,
                    0.006029272079467773,
                    0.005874072074890137,
                    0.0062857518196105956,
                    0.005841752052307129,
                    0.006042232036590576,
                    0.005852471828460693,
                    0.006057910919189453,
                    0.005876952171325683,
                    0.006057432174682617,
                    0.005902872085571289,
                    0.006089591979980468,
                    0.005890711784362793,
                    0.006069111824035645,
                    0.0058851118087768555,
                    0.006073591232299805,
                    0.0058748722076416016,
                    0.006099192142486573,
                    0.005967512130737305,
                    0.005853752136230469,
                    0.00568671178817749,
                    0.005650393009185791,
                    0.005657272815704346,
                    0.005667031764984131,
                    0.005624311923980713,
                    0.00566351318359375,
                    0.0058473520278930664,
                    0.005643352031707764,
                    0.005596792221069336,
                    0.005631672859191895,
                    0.005625751972198487,
                    0.005636792182922363,
                    0.005646553039550781,
                    0.005663832187652588,
                    0.005660471916198731,
                    0.00568159294128418,
                    0.005675511837005615,
                    0.0057071919441223145,
                    0.005685272216796875,
                    0.005679993152618408,
                    0.00566207218170166,
                    0.005827511787414551,
                    0.005681431770324707,
                    0.0056702327728271485,
                    0.0056643118858337406,
                    0.005675992012023926,
                    0.005725912094116211,
                    0.005699193000793457,
                    0.005669432163238525,
                    0.005671511173248291,
                    0.005670872211456299,
                    0.0056793532371521,
                    0.005677591800689697,
                    0.005669112205505371
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 171.57719736455604
            },
            "energy": null,
            "efficiency": null
        }
    }
}