{
    "config": {
        "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k",
        "backend": {
            "name": "pytorch",
            "version": "2.4.0+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": 1,
                "num_choices": 2,
                "sequence_length": 2
            },
            "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": 66697.261056,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.223-212.873.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": "0.4.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 853.151744,
                "max_global_vram": 709.361664,
                "max_process_vram": 0.0,
                "max_reserved": 123.731968,
                "max_allocated": 102.475264
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.790185546875,
                "mean": 7.790185546875,
                "stdev": 0.0,
                "p50": 7.790185546875,
                "p90": 7.790185546875,
                "p95": 7.790185546875,
                "p99": 7.790185546875,
                "values": [
                    7.790185546875
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 4.4032710791664365e-06,
                "ram": 2.3688607241980737e-06,
                "gpu": 6.541394122e-06,
                "total": 1.331352592536451e-05
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 1092.13696,
                "max_global_vram": 791.150592,
                "max_process_vram": 0.0,
                "max_reserved": 148.897792,
                "max_allocated": 114.685952
            },
            "latency": {
                "unit": "s",
                "count": 142,
                "total": 0.9986564507484432,
                "mean": 0.007032791906679179,
                "stdev": 0.00022841062159595878,
                "p50": 0.0069719040393829345,
                "p90": 0.007141273641586303,
                "p95": 0.007706572675704954,
                "p99": 0.008044513425827028,
                "values": [
                    0.0077608962059021,
                    0.007753727912902832,
                    0.007795711994171142,
                    0.0077916159629821775,
                    0.007873536109924317,
                    0.00818073558807373,
                    0.007184319972991944,
                    0.007006207942962647,
                    0.007003136157989502,
                    0.006870016098022461,
                    0.006949888229370117,
                    0.006965248107910156,
                    0.006910848140716553,
                    0.00709222412109375,
                    0.006938623905181885,
                    0.006998015880584717,
                    0.007063551902770996,
                    0.00687718391418457,
                    0.006932384014129639,
                    0.0069550080299377445,
                    0.006972415924072266,
                    0.007045119762420654,
                    0.007103487968444824,
                    0.006946815967559815,
                    0.00687820816040039,
                    0.006929408073425293,
                    0.006945792198181152,
                    0.006918144226074219,
                    0.006933504104614257,
                    0.00687718391418457,
                    0.006903808116912841,
                    0.0069437122344970705,
                    0.006912992000579834,
                    0.007053311824798584,
                    0.0069918718338012695,
                    0.006909952163696289,
                    0.0069855680465698245,
                    0.006977536201477051,
                    0.006858592033386231,
                    0.007067647933959961,
                    0.007070720195770264,
                    0.007003136157989502,
                    0.007066688060760498,
                    0.007058432102203369,
                    0.006971231937408447,
                    0.0070563840866088865,
                    0.007072768211364746,
                    0.007004159927368164,
                    0.0071097278594970705,
                    0.006972415924072266,
                    0.006912000179290771,
                    0.006999072074890137,
                    0.006989823818206787,
                    0.007068672180175781,
                    0.006977536201477051,
                    0.007016448020935059,
                    0.006976511955261231,
                    0.007717887878417969,
                    0.008163328170776368,
                    0.007216127872467041,
                    0.0070225920677185055,
                    0.007153664112091064,
                    0.007252992153167725,
                    0.007102464199066162,
                    0.006904831886291504,
                    0.006985727787017822,
                    0.006965248107910156,
                    0.007019519805908203,
                    0.006904831886291504,
                    0.00695084810256958,
                    0.006927360057830811,
                    0.006969344139099121,
                    0.006967296123504638,
                    0.006964223861694336,
                    0.006903711795806885,
                    0.0068853759765625,
                    0.006863872051239014,
                    0.006894591808319092,
                    0.00694271993637085,
                    0.006908927917480469,
                    0.00695091199874878,
                    0.007121920108795166,
                    0.006948863983154297,
                    0.0069847040176391605,
                    0.006971392154693603,
                    0.006897664070129395,
                    0.006915071964263916,
                    0.006959104061126709,
                    0.006973440170288086,
                    0.0068914880752563475,
                    0.006913023948669434,
                    0.006994944095611572,
                    0.006909952163696289,
                    0.006894591808319092,
                    0.006927360057830811,
                    0.0069847040176391605,
                    0.006890495777130127,
                    0.006919167995452881,
                    0.006961152076721191,
                    0.0068853759765625,
                    0.006979584217071533,
                    0.00698367977142334,
                    0.006947840213775635,
                    0.006874112129211426,
                    0.006967296123504638,
                    0.006910975933074951,
                    0.0069632000923156735,
                    0.006913023948669434,
                    0.007046144008636474,
                    0.006890495777130127,
                    0.00689356803894043,
                    0.00688640022277832,
                    0.006900735855102539,
                    0.006915071964263916,
                    0.006977536201477051,
                    0.006944767951965332,
                    0.006914207935333252,
                    0.006918144226074219,
                    0.007267327785491944,
                    0.007039999961853028,
                    0.007032832145690918,
                    0.0070860800743103025,
                    0.007031807899475098,
                    0.007036767959594727,
                    0.007097343921661377,
                    0.0069959678649902345,
                    0.006990848064422607,
                    0.006908895969390869,
                    0.006978559970855713,
                    0.00693452787399292,
                    0.007143424034118652,
                    0.0070266880989074704,
                    0.00704527997970581,
                    0.007049215793609619,
                    0.007491583824157715,
                    0.006977536201477051,
                    0.006947840213775635,
                    0.006915200233459473,
                    0.007046144008636474,
                    0.006969344139099121,
                    0.006965248107910156,
                    0.0069847040176391605
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 142.19104066626522
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.207621876915493e-08,
                "ram": 4.4876929143980235e-08,
                "gpu": 1.7402312772413716e-07,
                "total": 3.009762756372723e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3322521.012271314
            }
        }
    }
}