{
    "config": {
        "name": "cuda_inference_timm_image-classification_timm/resnet50.a1_in1k",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+cu121",
            "_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": 66697.25696,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.220-209.869.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": "4.44.0",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.30.0",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.8",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 789.487616,
                "max_global_vram": 709.361664,
                "max_process_vram": 0.0,
                "max_reserved": 123.731968,
                "max_allocated": 102.475264
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.4398505859375,
                "mean": 7.4398505859375,
                "stdev": 0.0,
                "p50": 7.4398505859375,
                "p90": 7.4398505859375,
                "p95": 7.4398505859375,
                "p99": 7.4398505859375,
                "values": [
                    7.4398505859375
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 4.331290847916789e-06,
                "ram": 2.3406271586401017e-06,
                "gpu": 6.262505010000007e-06,
                "total": 1.2934423016556898e-05
            },
            "efficiency": null
        },
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 976.71168,
                "max_global_vram": 1049.100288,
                "max_process_vram": 0.0,
                "max_reserved": 396.361728,
                "max_allocated": 245.323264
            },
            "latency": {
                "unit": "s",
                "count": 148,
                "total": 1.0016540164947507,
                "mean": 0.006767932543883452,
                "stdev": 0.00038487538822307697,
                "p50": 0.006660096168518067,
                "p90": 0.007008079910278321,
                "p95": 0.007228621006011963,
                "p99": 0.008660346803665163,
                "values": [
                    0.007231488227844239,
                    0.00735536003112793,
                    0.007223296165466309,
                    0.007171072006225586,
                    0.0072202239036560055,
                    0.0071526398658752445,
                    0.007169023990631103,
                    0.007346144199371338,
                    0.006938623905181885,
                    0.007041120052337647,
                    0.006703104019165039,
                    0.006638591766357422,
                    0.006646783828735352,
                    0.0078089599609375,
                    0.009527296066284179,
                    0.009348095893859864,
                    0.007803904056549072,
                    0.006974463939666748,
                    0.00692633581161499,
                    0.006838272094726563,
                    0.0068280320167541505,
                    0.0063569917678833006,
                    0.0065382399559021,
                    0.006666240215301514,
                    0.0066375679969787596,
                    0.006660096168518067,
                    0.006687744140625,
                    0.0066078720092773435,
                    0.006639584064483643,
                    0.0067051520347595215,
                    0.006654975891113281,
                    0.006635519981384277,
                    0.0066406397819519045,
                    0.0066273918151855465,
                    0.006638527870178223,
                    0.006725664138793945,
                    0.006659071922302246,
                    0.006722559928894043,
                    0.006660128116607666,
                    0.006661119937896728,
                    0.006691840171813965,
                    0.006672383785247803,
                    0.006638591766357422,
                    0.006663167953491211,
                    0.0067010560035705566,
                    0.006668288230895996,
                    0.006703104019165039,
                    0.006665215969085693,
                    0.0066119680404663084,
                    0.006631423950195312,
                    0.006675456047058105,
                    0.006625279903411865,
                    0.006748159885406494,
                    0.006708223819732666,
                    0.006624256134033203,
                    0.006616064071655273,
                    0.0066344962120056155,
                    0.006611936092376709,
                    0.006626304149627686,
                    0.0066304001808166506,
                    0.006660096168518067,
                    0.006631423950195312,
                    0.006657023906707763,
                    0.006631423950195312,
                    0.006617087841033936,
                    0.006645760059356689,
                    0.006609920024871826,
                    0.006719488143920899,
                    0.006658048152923584,
                    0.00788479995727539,
                    0.006993919849395752,
                    0.006774720191955567,
                    0.006688767910003662,
                    0.006966271877288818,
                    0.007218175888061523,
                    0.006822912216186523,
                    0.006717440128326416,
                    0.006687744140625,
                    0.006703104019165039,
                    0.006684671878814697,
                    0.006667263984680176,
                    0.006599679946899414,
                    0.006686719894409179,
                    0.006660096168518067,
                    0.006597631931304931,
                    0.006641600131988525,
                    0.0066344962120056155,
                    0.006604800224304199,
                    0.006651904106140137,
                    0.0066416640281677245,
                    0.006683648109436035,
                    0.006665215969085693,
                    0.006643712043762207,
                    0.006718463897705078,
                    0.006807551860809326,
                    0.006756351947784424,
                    0.006642687797546387,
                    0.006793216228485107,
                    0.006726655960083008,
                    0.006640543937683105,
                    0.006681600093841553,
                    0.00667955207824707,
                    0.006654975891113281,
                    0.006650879859924317,
                    0.006657023906707763,
                    0.006750207901000976,
                    0.0066416640281677245,
                    0.006659071922302246,
                    0.006646783828735352,
                    0.006649856090545654,
                    0.006643712043762207,
                    0.00662937593460083,
                    0.006661056041717529,
                    0.0067491202354431155,
                    0.0066119680404663084,
                    0.006740992069244385,
                    0.0067123198509216305,
                    0.006665215969085693,
                    0.00662937593460083,
                    0.006690847873687744,
                    0.006762495994567871,
                    0.006633471965789795,
                    0.006703104019165039,
                    0.006703104019165039,
                    0.006604800224304199,
                    0.00657919979095459,
                    0.006563839912414551,
                    0.006642687797546387,
                    0.006625343799591064,
                    0.006586368083953857,
                    0.00662937593460083,
                    0.006667263984680176,
                    0.006658048152923584,
                    0.006624256134033203,
                    0.006647808074951172,
                    0.006667263984680176,
                    0.00653926420211792,
                    0.006594560146331787,
                    0.006552639961242676,
                    0.006543360233306885,
                    0.006569983959197998,
                    0.006562816143035889,
                    0.0067348480224609375,
                    0.0066744318008422855,
                    0.00662937593460083,
                    0.006647808074951172,
                    0.006658048152923584,
                    0.0066406078338623045
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 147.7556097842249
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.86123870842492e-08,
                "ram": 4.281787283776338e-08,
                "gpu": 1.5747819615789562e-07,
                "total": 2.7890845607990825e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3585405.813990439
            }
        }
    }
}