{
    "config": {
        "name": "cuda_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.4.1+cu124",
            "_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": 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-5.10.224-212.876.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": "0.34.2",
            "accelerate_commit": null,
            "diffusers_version": "0.30.3",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "1.0.9",
            "timm_commit": null,
            "peft_version": "0.12.0",
            "peft_commit": null
        }
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 800.538624,
                "max_global_vram": 1362.624512,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 666.338304
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 8.03367919921875,
                "mean": 8.03367919921875,
                "stdev": 0.0,
                "p50": 8.03367919921875,
                "p90": 8.03367919921875,
                "p95": 8.03367919921875,
                "p99": 8.03367919921875,
                "values": [
                    8.03367919921875
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 2.425487018055053e-06,
                "ram": 1.3033702649819924e-06,
                "gpu": 3.607225108000038e-06,
                "total": 7.336082391037083e-06
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1223.528448,
                "max_global_vram": 1373.110272,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.210304
            },
            "latency": {
                "unit": "s",
                "count": 70,
                "total": 0.4924952654838561,
                "mean": 0.007035646649769374,
                "stdev": 0.0006850280368682469,
                "p50": 0.006962224006652832,
                "p90": 0.007512435054779053,
                "p95": 0.008253797101974486,
                "p99": 0.009450046920776372,
                "values": [
                    0.0077404799461364745,
                    0.007565311908721924,
                    0.007506559848785401,
                    0.007431104183197022,
                    0.00702239990234375,
                    0.006958687782287597,
                    0.007045152187347412,
                    0.007202144145965576,
                    0.0073149437904357914,
                    0.007505536079406738,
                    0.0071413440704345705,
                    0.0074031357765197755,
                    0.007392320156097412,
                    0.0073968319892883305,
                    0.0072758722305297854,
                    0.007267199993133545,
                    0.007176544189453125,
                    0.007101151943206787,
                    0.007139264106750488,
                    0.007299967765808105,
                    0.006989280223846436,
                    0.007139200210571289,
                    0.00713369607925415,
                    0.007305856227874756,
                    0.008903871536254883,
                    0.010665727615356444,
                    0.007378943920135498,
                    0.0068354239463806156,
                    0.007010784149169922,
                    0.007124959945678711,
                    0.006931776046752929,
                    0.0069060797691345216,
                    0.006910624027252198,
                    0.006934271812438965,
                    0.007119359970092773,
                    0.007073984146118164,
                    0.007135807991027832,
                    0.006965760231018066,
                    0.00682860803604126,
                    0.00685971212387085,
                    0.006884064197540283,
                    0.006795104026794434,
                    0.0066488637924194335,
                    0.006625823974609375,
                    0.008361120223999024,
                    0.008458559989929199,
                    0.008122624397277832,
                    0.00681660795211792,
                    0.0066888961791992186,
                    0.006624063968658447,
                    0.006678688049316406,
                    0.00640499210357666,
                    0.006925183773040772,
                    0.006614016056060791,
                    0.006347551822662354,
                    0.006387680053710937,
                    0.006361248016357422,
                    0.006355296134948731,
                    0.006329792022705078,
                    0.006363071918487549,
                    0.006378176212310791,
                    0.006350304126739502,
                    0.006346464157104492,
                    0.006361152172088623,
                    0.006378528118133545,
                    0.006355296134948731,
                    0.00637500810623169,
                    0.006384704113006592,
                    0.006392191886901855,
                    0.0063405117988586425
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 284.2666921121684
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.908501488425631e-08,
                "ram": 4.3218978013290553e-08,
                "gpu": 1.581242005733342e-07,
                "total": 2.8042819347088106e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 7131950.519118096
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1242.144768,
                "max_global_vram": 1373.110272,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.434048
            },
            "latency": {
                "unit": "s",
                "count": 70,
                "total": 0.5128705291748046,
                "mean": 0.007326721845354353,
                "stdev": 0.0005809771774269779,
                "p50": 0.0073110079765319825,
                "p90": 0.00784452486038208,
                "p95": 0.008326358413696288,
                "p99": 0.009139335765838624,
                "values": [
                    0.007887551784515381,
                    0.007824607849121094,
                    0.007839744091033935,
                    0.00729641580581665,
                    0.007372479915618896,
                    0.0073846402168273925,
                    0.007560800075531006,
                    0.007666687965393066,
                    0.007749216079711914,
                    0.007645631790161133,
                    0.007609856128692627,
                    0.007836575984954835,
                    0.007697279930114746,
                    0.0075898561477661134,
                    0.007642464160919189,
                    0.0077025599479675294,
                    0.007455872058868408,
                    0.007471839904785157,
                    0.007542111873626709,
                    0.007592544078826904,
                    0.007321631908416748,
                    0.00747814416885376,
                    0.007735936164855957,
                    0.008014944076538086,
                    0.009621408462524414,
                    0.007943903923034668,
                    0.007646336078643799,
                    0.007239200115203857,
                    0.007280191898345947,
                    0.007167520046234131,
                    0.007267295837402344,
                    0.007226016044616699,
                    0.00731331205368042,
                    0.007416063785552978,
                    0.0074234561920166016,
                    0.007411839962005615,
                    0.007289408206939697,
                    0.007462592124938965,
                    0.007258975982666015,
                    0.007131743907928467,
                    0.00696566390991211,
                    0.007308703899383545,
                    0.006690303802490235,
                    0.008581151962280273,
                    0.00879139232635498,
                    0.008922752380371093,
                    0.007320223808288574,
                    0.006937119960784912,
                    0.006959136009216309,
                    0.006984384059906006,
                    0.007028287887573243,
                    0.007094079971313476,
                    0.006748672008514404,
                    0.006681151866912842,
                    0.006683360099792481,
                    0.006659647941589355,
                    0.0066787519454956056,
                    0.006704832077026367,
                    0.006676224231719971,
                    0.006651455879211426,
                    0.006662176132202148,
                    0.0066730880737304685,
                    0.006665823936462402,
                    0.0067450242042541506,
                    0.006684351921081543,
                    0.006670976161956787,
                    0.006666016101837158,
                    0.00664463996887207,
                    0.006681407928466797,
                    0.0066910719871520995
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 136.48668819522186
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.459486115740838e-08,
                "ram": 4.076541062383557e-08,
                "gpu": 1.494579543241038e-07,
                "total": 2.6481822610534785e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 3776175.132304481
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 70,
                "total": 0.47912438392639156,
                "mean": 0.006844634056091309,
                "stdev": 0.0005141970351832693,
                "p50": 0.006810624122619629,
                "p90": 0.007313276958465576,
                "p95": 0.007745177602767943,
                "p99": 0.00849988645553589,
                "values": [
                    0.0073400321006774905,
                    0.007271423816680909,
                    0.007291903972625732,
                    0.0067983360290527345,
                    0.006864895820617676,
                    0.006860832214355469,
                    0.007047167778015137,
                    0.007147520065307617,
                    0.007211008071899414,
                    0.00709119987487793,
                    0.0070860800743103025,
                    0.007310304164886474,
                    0.007177216053009033,
                    0.007031807899475098,
                    0.007122943878173828,
                    0.007184383869171143,
                    0.00695091199874878,
                    0.006964223861694336,
                    0.00703385591506958,
                    0.007067647933959961,
                    0.006802432060241699,
                    0.006967296123504638,
                    0.007185408115386963,
                    0.007428095817565918,
                    0.008893440246582032,
                    0.007420928001403809,
                    0.007124991893768311,
                    0.0067420158386230465,
                    0.006759424209594727,
                    0.0066938881874084475,
                    0.006766592025756836,
                    0.006729728221893311,
                    0.006818816184997558,
                    0.006879231929779053,
                    0.006914048194885254,
                    0.006896639823913574,
                    0.006752255916595459,
                    0.0069621758460998535,
                    0.006740992069244385,
                    0.006663167953491211,
                    0.006529024124145508,
                    0.006821887969970703,
                    0.006278143882751465,
                    0.008004608154296875,
                    0.008161279678344726,
                    0.00832307243347168,
                    0.006884352207183838,
                    0.006540287971496582,
                    0.006563839912414551,
                    0.006589439868927002,
                    0.0066109437942504885,
                    0.006632448196411133,
                    0.006344704151153564,
                    0.006275072097778321,
                    0.0062975997924804685,
                    0.006268928050994873,
                    0.0062638077735900875,
                    0.006312960147857666,
                    0.006284287929534912,
                    0.006254559993743897,
                    0.006248447895050049,
                    0.006289408206939697,
                    0.00628223991394043,
                    0.006359039783477783,
                    0.006289408206939697,
                    0.0062873601913452145,
                    0.00628326416015625,
                    0.0062638077735900875,
                    0.006287295818328858,
                    0.0062975997924804685
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 146.0998486997359
            },
            "energy": null,
            "efficiency": null
        }
    }
}