{
    "config": {
        "name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased",
        "backend": {
            "name": "pytorch",
            "version": "2.2.2+rocm5.7",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "fill-mask",
            "library": "transformers",
            "model": "google-bert/bert-base-uncased",
            "processor": "google-bert/bert-base-uncased",
            "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": true,
            "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": "0.3.0",
            "optimum_benchmark_commit": "57f6495c03ea0fa48e157048c97add150dcd765c",
            "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": 1010.05312,
                "max_global_vram": 938.921984,
                "max_process_vram": 204158.332928,
                "max_reserved": 589.299712,
                "max_allocated": 439.700992
            },
            "latency": {
                "unit": "s",
                "count": 139,
                "total": 1.0061081457138057,
                "mean": 0.007238188098660476,
                "stdev": 0.0003490205244483848,
                "p50": 0.007128942012786865,
                "p90": 0.00770756483078003,
                "p95": 0.007829532098770142,
                "p99": 0.007973198709487915,
                "values": [
                    0.007386702060699463,
                    0.007032142162322998,
                    0.007072300910949707,
                    0.00699310302734375,
                    0.007176620960235596,
                    0.007074061870574951,
                    0.007242541790008545,
                    0.007318380832672119,
                    0.007119341850280762,
                    0.007108621120452881,
                    0.0070811018943786625,
                    0.007076461791992187,
                    0.007128942012786865,
                    0.007244941234588623,
                    0.007268142223358154,
                    0.0072062211036682125,
                    0.00725534200668335,
                    0.007013261795043945,
                    0.006956622123718261,
                    0.006945901870727539,
                    0.006968622207641602,
                    0.0069747018814086915,
                    0.007006062030792236,
                    0.00692542314529419,
                    0.007187981128692627,
                    0.007003982067108155,
                    0.007061741828918457,
                    0.006998702049255371,
                    0.006993581771850586,
                    0.007024141788482666,
                    0.0069775829315185545,
                    0.007031981945037842,
                    0.006966862201690674,
                    0.007107182025909424,
                    0.00713630199432373,
                    0.007048781871795654,
                    0.00701182222366333,
                    0.007256461143493652,
                    0.007285101890563965,
                    0.007008141994476318,
                    0.007064941883087158,
                    0.007212300777435302,
                    0.006974542140960693,
                    0.009907814979553222,
                    0.00803101921081543,
                    0.007436460971832275,
                    0.007085102081298828,
                    0.007409740924835205,
                    0.007378540992736817,
                    0.007372140884399414,
                    0.007829100131988525,
                    0.007802060127258301,
                    0.007767980098724365,
                    0.007366540908813476,
                    0.007465421199798584,
                    0.007501740932464599,
                    0.00748590087890625,
                    0.0073267011642456055,
                    0.006963982105255127,
                    0.007565741062164307,
                    0.007138542175292969,
                    0.007154541015625,
                    0.0075431809425354004,
                    0.007262701034545898,
                    0.007281102180480957,
                    0.007277740955352783,
                    0.007345261096954346,
                    0.007119502067565918,
                    0.0071142220497131346,
                    0.0069465417861938475,
                    0.006912621974945068,
                    0.006947662830352783,
                    0.006952463150024414,
                    0.007136140823364258,
                    0.007095982074737548,
                    0.007382221221923828,
                    0.007123181819915772,
                    0.007244622230529785,
                    0.007236300945281982,
                    0.007007341861724853,
                    0.0071265420913696285,
                    0.007045901775360107,
                    0.007058862209320068,
                    0.006945422172546387,
                    0.006953581809997559,
                    0.006917582035064697,
                    0.007767981052398682,
                    0.0069391832351684574,
                    0.006972142219543457,
                    0.007066862106323242,
                    0.007116462230682373,
                    0.007842379093170166,
                    0.007612781047821045,
                    0.007071822166442871,
                    0.007216940879821778,
                    0.007110702037811279,
                    0.007057581901550293,
                    0.00736846113204956,
                    0.007426701068878174,
                    0.0071638221740722655,
                    0.006951181888580322,
                    0.007136620998382568,
                    0.007029901981353759,
                    0.007267342090606689,
                    0.007078062057495118,
                    0.0071118221282958985,
                    0.0069129419326782226,
                    0.006938541889190674,
                    0.007075662136077881,
                    0.007088781833648682,
                    0.006938541889190674,
                    0.006948942184448242,
                    0.006936461925506592,
                    0.007156941890716553,
                    0.0069465417861938475,
                    0.007146381855010987,
                    0.00697310209274292,
                    0.007192461967468262,
                    0.007013102054595947,
                    0.007878859996795655,
                    0.007833419799804687,
                    0.007495339870452881,
                    0.007843979835510254,
                    0.007813419818878174,
                    0.007836939811706543,
                    0.007782380104064942,
                    0.007807340145111084,
                    0.007419180870056152,
                    0.007692461013793945,
                    0.0074313411712646485,
                    0.00767933988571167,
                    0.007526541233062744,
                    0.00736366081237793,
                    0.0074337410926818845,
                    0.007030221939086914,
                    0.007221739768981933,
                    0.007225741863250732,
                    0.00705662202835083,
                    0.007265261173248291
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 138.1561222738966
            },
            "energy": null,
            "efficiency": null
        }
    }
}