{
    "config": {
        "name": "cuda_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.2.2+rocm5.7",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-generation",
            "library": "transformers",
            "model_type": "gpt2",
            "model": "openai-community/gpt2",
            "processor": "openai-community/gpt2",
            "device": "cuda",
            "device_ids": "0",
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "model_kwargs": {},
            "processor_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,
            "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": "693db979e9b302426a0eee51d54cc298ad108515",
            "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": 901.14048,
                "max_global_vram": 3298.381824,
                "max_process_vram": 48600.04352,
                "max_reserved": 725.614592,
                "max_allocated": 666.338304
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 8.08937158203125,
                "mean": 8.08937158203125,
                "stdev": 0.0,
                "p50": 8.08937158203125,
                "p90": 8.08937158203125,
                "p95": 8.08937158203125,
                "p99": 8.08937158203125,
                "values": [
                    8.08937158203125
                ]
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1055.772672,
                "max_global_vram": 3391.082496,
                "max_process_vram": 294964.260864,
                "max_reserved": 725.614592,
                "max_allocated": 513.035264
            },
            "latency": {
                "unit": "s",
                "count": 57,
                "total": 0.5137977409362793,
                "mean": 0.009013995455022445,
                "stdev": 0.00042954149165347767,
                "p50": 0.008914063453674317,
                "p90": 0.009108782768249512,
                "p95": 0.009174894714355468,
                "p99": 0.010554008750915521,
                "values": [
                    0.008695822715759277,
                    0.009106223106384276,
                    0.009154542922973633,
                    0.00910190200805664,
                    0.009087342262268067,
                    0.00905438232421875,
                    0.009129902839660645,
                    0.009047503471374512,
                    0.009112622261047363,
                    0.009316942214965821,
                    0.009091822624206543,
                    0.009088143348693848,
                    0.009103022575378417,
                    0.009256301879882812,
                    0.012128457069396973,
                    0.009062382698059082,
                    0.008890703201293945,
                    0.008859823226928711,
                    0.00891726303100586,
                    0.008878863334655762,
                    0.008897103309631348,
                    0.008932942390441895,
                    0.008912942886352538,
                    0.008927183151245117,
                    0.008919022560119628,
                    0.008903983116149903,
                    0.008914063453674317,
                    0.00889486312866211,
                    0.00890366268157959,
                    0.008917102813720703,
                    0.0088975830078125,
                    0.008901423454284667,
                    0.008897262573242188,
                    0.008883182525634765,
                    0.008916462898254394,
                    0.008912463188171387,
                    0.008897903442382813,
                    0.00888990306854248,
                    0.008890063285827636,
                    0.008929423332214356,
                    0.008886222839355468,
                    0.008939343452453613,
                    0.008905902862548828,
                    0.008911342620849609,
                    0.00890958309173584,
                    0.008990543365478516,
                    0.008905583381652833,
                    0.008899183273315429,
                    0.00894078254699707,
                    0.008886383056640626,
                    0.00889390277862549,
                    0.008924142837524414,
                    0.008910383224487305,
                    0.008968623161315917,
                    0.008906063079833984,
                    0.008878382682800293,
                    0.008918863296508789
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 221.87719197102922
            },
            "energy": null,
            "efficiency": null
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1055.772672,
                "max_global_vram": 3394.1504,
                "max_process_vram": 286895.26784,
                "max_reserved": 725.614592,
                "max_allocated": 513.259008
            },
            "latency": {
                "unit": "s",
                "count": 57,
                "total": 0.49927760696411133,
                "mean": 0.008759256262528268,
                "stdev": 9.738664951088296e-05,
                "p50": 0.00875998306274414,
                "p90": 0.008874990844726562,
                "p95": 0.00891742286682129,
                "p99": 0.008995899467468262,
                "values": [
                    0.00867950439453125,
                    0.008879022598266601,
                    0.008825742721557617,
                    0.008719823837280273,
                    0.008788463592529296,
                    0.008872303009033203,
                    0.008845903396606446,
                    0.008848942756652833,
                    0.008982382774353027,
                    0.009013102531433106,
                    0.008783662796020508,
                    0.008835983276367188,
                    0.008744623184204102,
                    0.008724783897399902,
                    0.008908622741699219,
                    0.008803503036499023,
                    0.008712304115295411,
                    0.008800622940063476,
                    0.008803342819213867,
                    0.008789902687072753,
                    0.008820464134216308,
                    0.008813263893127442,
                    0.008902063369750976,
                    0.008777743339538574,
                    0.00875998306274414,
                    0.008720623016357423,
                    0.008800784111022949,
                    0.008718382835388184,
                    0.00878126335144043,
                    0.008756142616271972,
                    0.008734543800354004,
                    0.008818543434143067,
                    0.008791502952575683,
                    0.008724143981933594,
                    0.00881518268585205,
                    0.00895262336730957,
                    0.00884078311920166,
                    0.00867118263244629,
                    0.008740143775939941,
                    0.008795022964477539,
                    0.008676623344421387,
                    0.008753743171691895,
                    0.008761743545532226,
                    0.008589583396911621,
                    0.008625424385070801,
                    0.008608142852783203,
                    0.008565263748168945,
                    0.008636302947998047,
                    0.008752142906188965,
                    0.00864078426361084,
                    0.008619983673095704,
                    0.008682703971862793,
                    0.008690543174743652,
                    0.008671504020690918,
                    0.008711821556091308,
                    0.008604623794555665,
                    0.00858974266052246
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 114.16494392086211
            },
            "energy": null,
            "efficiency": null
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 57,
                "total": 0.4588266434669494,
                "mean": 0.00804959023626227,
                "stdev": 8.18477261012544e-05,
                "p50": 0.008027185440063476,
                "p90": 0.00814027214050293,
                "p95": 0.008198287963867186,
                "p99": 0.008306980323791504,
                "values": [
                    0.008055665016174317,
                    0.008188143730163574,
                    0.008102704048156738,
                    0.008071185111999512,
                    0.008063184738159179,
                    0.008172305107116699,
                    0.008115183830261231,
                    0.008135503768920898,
                    0.008267345428466797,
                    0.00835742473602295,
                    0.008112144470214844,
                    0.008137264251708985,
                    0.008114543914794922,
                    0.00809310531616211,
                    0.00823886489868164,
                    0.00800798511505127,
                    0.00801342487335205,
                    0.008034383773803711,
                    0.008027185440063476,
                    0.008031825065612792,
                    0.008032625198364257,
                    0.008054064750671388,
                    0.008132944107055664,
                    0.008048463821411132,
                    0.008020624160766602,
                    0.007989745140075683,
                    0.008044625282287598,
                    0.008011504173278809,
                    0.008018224716186524,
                    0.008008785247802734,
                    0.008019185066223145,
                    0.008079983711242677,
                    0.008033425331115722,
                    0.007952145099639893,
                    0.008059184074401855,
                    0.008144783973693847,
                    0.008021903991699218,
                    0.00800190544128418,
                    0.008003344535827637,
                    0.008032784461975098,
                    0.007966384887695313,
                    0.008014385223388671,
                    0.008009264945983887,
                    0.007957104206085206,
                    0.007971505165100097,
                    0.007976463794708252,
                    0.007985264778137206,
                    0.007977263927459717,
                    0.008104624748229981,
                    0.007969584941864014,
                    0.00796494483947754,
                    0.007985744953155518,
                    0.008022705078125,
                    0.008000945091247559,
                    0.007991662979125977,
                    0.007946545124053956,
                    0.007932623863220216
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 124.22992607687542
            },
            "energy": null,
            "efficiency": null
        }
    }
}