{
    "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": "9a8b29987613b8b04c221447a49b37ee314548ff",
            "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": 1825.370112,
                "max_global_vram": 520.925184,
                "max_process_vram": 90546.991104,
                "max_reserved": 148.897792,
                "max_allocated": 113.51808
            },
            "latency": {
                "unit": "s",
                "count": 161,
                "total": 0.9983197822570798,
                "mean": 0.006200743989174411,
                "stdev": 0.00030610287677718345,
                "p50": 0.006316984176635742,
                "p90": 0.006516506195068359,
                "p95": 0.006563385963439941,
                "p99": 0.006731866359710695,
                "values": [
                    0.006570425987243653,
                    0.006525146007537842,
                    0.00650770616531372,
                    0.006498906135559082,
                    0.006647386074066162,
                    0.006554426193237305,
                    0.006461465835571289,
                    0.006532025814056396,
                    0.006268664836883545,
                    0.006191705226898193,
                    0.006346105098724365,
                    0.006193463802337647,
                    0.006440664768218994,
                    0.006521306037902832,
                    0.006358264923095703,
                    0.006293943881988525,
                    0.006497304916381836,
                    0.006551385879516602,
                    0.006567066192626953,
                    0.006516504764556885,
                    0.0064905848503112795,
                    0.006485146045684814,
                    0.006458265781402588,
                    0.006516506195068359,
                    0.006567706108093261,
                    0.006563385963439941,
                    0.006565465927124024,
                    0.006543546199798584,
                    0.006498745918273926,
                    0.006563705921173096,
                    0.007238429069519043,
                    0.00685858678817749,
                    0.006383385181427002,
                    0.006369784832000732,
                    0.0063433852195739744,
                    0.006556665897369385,
                    0.006401784896850586,
                    0.006344345092773438,
                    0.006342905044555664,
                    0.006340664863586426,
                    0.006373624801635742,
                    0.006351385116577148,
                    0.00634482479095459,
                    0.006347545146942139,
                    0.006367225170135498,
                    0.006371225833892822,
                    0.006341784954071045,
                    0.006368505001068115,
                    0.006379865169525147,
                    0.00630658483505249,
                    0.006347865104675293,
                    0.006341945171356201,
                    0.0063341050148010255,
                    0.006333624839782715,
                    0.006337464809417725,
                    0.00633442497253418,
                    0.006314105033874512,
                    0.006319224834442139,
                    0.006327064990997314,
                    0.006293304920196533,
                    0.006346105098724365,
                    0.006302264213562012,
                    0.006331385135650635,
                    0.006335704803466797,
                    0.006308825016021729,
                    0.006322905063629151,
                    0.006297945022583008,
                    0.00631202507019043,
                    0.00631426477432251,
                    0.006309144973754883,
                    0.006324504852294922,
                    0.006307545185089111,
                    0.006306904792785645,
                    0.0063200249671936035,
                    0.00631090497970581,
                    0.006316024780273438,
                    0.00631090497970581,
                    0.006319385051727295,
                    0.00631202507019043,
                    0.006311864852905274,
                    0.006316984176635742,
                    0.0063360252380371095,
                    0.006389305114746093,
                    0.006365624904632569,
                    0.006358584880828857,
                    0.006053783893585205,
                    0.006200823783874512,
                    0.005747063159942627,
                    0.006201145172119141,
                    0.006217625141143799,
                    0.006344504833221435,
                    0.006356345176696777,
                    0.006380024909973144,
                    0.006050583839416504,
                    0.006024343013763428,
                    0.0060473837852478025,
                    0.006054743766784668,
                    0.006073624134063721,
                    0.0059350628852844235,
                    0.006150424957275391,
                    0.006133463859558106,
                    0.006117303848266601,
                    0.0060249829292297365,
                    0.006090104103088379,
                    0.006176505088806152,
                    0.0060822639465332035,
                    0.006389305114746093,
                    0.006377145767211914,
                    0.006374744892120361,
                    0.006379384994506836,
                    0.006421626091003418,
                    0.006375704765319824,
                    0.0064097862243652345,
                    0.006369945049285889,
                    0.006388185024261475,
                    0.006380345821380615,
                    0.006378105163574219,
                    0.0063885049819946286,
                    0.00636450481414795,
                    0.006227224826812744,
                    0.006033304214477539,
                    0.005934903144836426,
                    0.006190424919128418,
                    0.006185944080352783,
                    0.006041624069213867,
                    0.005810742855072022,
                    0.00566306209564209,
                    0.005704983234405518,
                    0.005781783103942871,
                    0.005783863067626953,
                    0.005629941940307617,
                    0.005663063049316406,
                    0.005638261795043945,
                    0.0058689827919006345,
                    0.005803382873535156,
                    0.005824182987213135,
                    0.0059577832221984865,
                    0.005796503067016601,
                    0.005658903121948242,
                    0.005864983081817627,
                    0.005678583145141602,
                    0.005816503047943115,
                    0.005666101932525635,
                    0.005787542819976807,
                    0.005926583766937256,
                    0.005676502227783203,
                    0.005652341842651367,
                    0.0056497821807861325,
                    0.005633461952209473,
                    0.005629941940307617,
                    0.005668982982635498,
                    0.005662422180175781,
                    0.005670103073120117,
                    0.005631062030792236,
                    0.005657622814178467,
                    0.005664980888366699,
                    0.005671863079071045,
                    0.005646741867065429,
                    0.005673142910003662,
                    0.0056729822158813475,
                    0.005659543037414551
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 161.2709703457929
            },
            "energy": null,
            "efficiency": null
        }
    }
}