{
    "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": {},
            "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,
            "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": "33013b51e0268a2fd7f07c903783b994ac1e0021",
            "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": 979.480576,
                "max_global_vram": 411.230208,
                "max_process_vram": 49039.507456,
                "max_reserved": 125.82912,
                "max_allocated": 103.077376
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.477283203125,
                "mean": 7.477283203125,
                "stdev": 0.0,
                "p50": 7.477283203125,
                "p90": 7.477283203125,
                "p95": 7.477283203125,
                "p99": 7.477283203125,
                "values": [
                    7.477283203125
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1832.239104,
                "max_global_vram": 522.592256,
                "max_process_vram": 282423.631872,
                "max_reserved": 148.897792,
                "max_allocated": 113.516032
            },
            "latency": {
                "unit": "s",
                "count": 140,
                "total": 1.0007093133926392,
                "mean": 0.00714792366709028,
                "stdev": 0.0003939529080653253,
                "p50": 0.0069199190139770505,
                "p90": 0.007735551166534424,
                "p95": 0.00774867889881134,
                "p99": 0.0077828199863433836,
                "values": [
                    0.007633278846740723,
                    0.0073636798858642575,
                    0.00732991886138916,
                    0.0071707191467285155,
                    0.007165759086608887,
                    0.006914719104766846,
                    0.00693087911605835,
                    0.006881439208984375,
                    0.006886398792266846,
                    0.006904959201812744,
                    0.007043679237365722,
                    0.006856638908386231,
                    0.006846240043640137,
                    0.006850238800048828,
                    0.00693359899520874,
                    0.0068532791137695314,
                    0.0068537588119506835,
                    0.00685823917388916,
                    0.006852639198303223,
                    0.007110558986663819,
                    0.007457118988037109,
                    0.007472158908843994,
                    0.007461119174957276,
                    0.0074177589416503905,
                    0.0072612791061401364,
                    0.00719152021408081,
                    0.0074716792106628415,
                    0.007787999153137207,
                    0.00770159912109375,
                    0.007681118965148926,
                    0.0077305588722229,
                    0.00774255895614624,
                    0.0078035187721252446,
                    0.007759518146514892,
                    0.007741279125213623,
                    0.0077185587882995605,
                    0.007687358856201172,
                    0.0076782388687133786,
                    0.00770383882522583,
                    0.007735359191894531,
                    0.007677598953247071,
                    0.00770975923538208,
                    0.007718399047851563,
                    0.007735198974609375,
                    0.007727678775787354,
                    0.007708158969879151,
                    0.00777471923828125,
                    0.007729918956756592,
                    0.0077271990776062015,
                    0.0077187190055847165,
                    0.007700159072875977,
                    0.007758879184722901,
                    0.007707199096679687,
                    0.007710558891296387,
                    0.007127840042114258,
                    0.006818240165710449,
                    0.00678783893585205,
                    0.006804159164428711,
                    0.006783998966217041,
                    0.006790079116821289,
                    0.006819358825683594,
                    0.00677039909362793,
                    0.006788639068603516,
                    0.006806240081787109,
                    0.006789278984069824,
                    0.006787999153137207,
                    0.006826239109039307,
                    0.00685007905960083,
                    0.006820959091186523,
                    0.00681791877746582,
                    0.0068147192001342775,
                    0.006788158893585205,
                    0.006809440135955811,
                    0.006808959007263184,
                    0.006804479122161865,
                    0.006781438827514649,
                    0.006808959007263184,
                    0.006798079013824463,
                    0.0067932791709899906,
                    0.006925118923187256,
                    0.007070718765258789,
                    0.006788320064544677,
                    0.006771039009094238,
                    0.006775359153747559,
                    0.007123359203338623,
                    0.007259519100189209,
                    0.007455519199371338,
                    0.00717919921875,
                    0.007230079174041748,
                    0.006797918796539307,
                    0.006786718845367432,
                    0.0068055992126464845,
                    0.006776639938354492,
                    0.006807199001312256,
                    0.0068353590965271,
                    0.007665918827056885,
                    0.007746239185333252,
                    0.00773983907699585,
                    0.007752479076385498,
                    0.007748478889465332,
                    0.007727678775787354,
                    0.007763679027557373,
                    0.007743518829345703,
                    0.007737278938293457,
                    0.007714398860931396,
                    0.007119839191436768,
                    0.007162398815155029,
                    0.007203359127044678,
                    0.0072323188781738285,
                    0.0070831990242004395,
                    0.007381759166717529,
                    0.007021119117736816,
                    0.00713887882232666,
                    0.006969598770141602,
                    0.00683184003829956,
                    0.006797119140625,
                    0.006826078891754151,
                    0.006815039157867432,
                    0.006808158874511719,
                    0.006782719135284424,
                    0.006801599025726318,
                    0.00681183910369873,
                    0.006788478851318359,
                    0.006790239810943604,
                    0.006791199207305908,
                    0.006767518997192383,
                    0.006786239147186279,
                    0.006804638862609863,
                    0.006797119140625,
                    0.006760319232940674,
                    0.0067841591835021975,
                    0.0067968001365661624,
                    0.0068246378898620605,
                    0.006791839122772217,
                    0.006799999237060547,
                    0.006811998844146729,
                    0.006780478954315185,
                    0.0067915191650390625,
                    0.006801918983459472,
                    0.006780478954315185
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 139.90076651267208
            },
            "energy": null,
            "efficiency": null
        }
    }
}