{
    "config": {
        "name": "cuda_inference_transformers_text-generation_openai-community/gpt2",
        "backend": {
            "name": "pytorch",
            "version": "2.3.1+cu121",
            "_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": 66697.25696,
            "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": 722.751488,
                "max_global_vram": 1355.28448,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 666.338304
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.14682568359375,
                "mean": 7.14682568359375,
                "stdev": 0.0,
                "p50": 7.14682568359375,
                "p90": 7.14682568359375,
                "p95": 7.14682568359375,
                "p99": 7.14682568359375,
                "values": [
                    7.14682568359375
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 1.0010481166668386e-06,
                "ram": 5.312346264569675e-07,
                "gpu": 1.7122235919998004e-06,
                "total": 3.2445063351236065e-06
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1022.656512,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.210304
            },
            "latency": {
                "unit": "s",
                "count": 75,
                "total": 0.4925780143737794,
                "mean": 0.006567706858317058,
                "stdev": 0.000358829211168053,
                "p50": 0.006632031917572022,
                "p90": 0.006953651237487793,
                "p95": 0.007077532625198364,
                "p99": 0.00741289796829224,
                "values": [
                    0.007169663906097412,
                    0.006983232021331787,
                    0.006828800201416015,
                    0.006785215854644776,
                    0.0066509761810302735,
                    0.006650400161743164,
                    0.006973824024200439,
                    0.007038047790527344,
                    0.006684351921081543,
                    0.0068427839279174806,
                    0.006846911907196045,
                    0.006779967784881592,
                    0.007236703872680664,
                    0.006952191829681396,
                    0.006724575996398926,
                    0.006609280109405518,
                    0.0066416959762573245,
                    0.0068401918411254885,
                    0.006954624176025391,
                    0.0068510079383850096,
                    0.006713280200958252,
                    0.006711103916168213,
                    0.006931583881378173,
                    0.006757984161376953,
                    0.006632031917572022,
                    0.006667871952056884,
                    0.006804351806640625,
                    0.006645023822784424,
                    0.0068484158515930175,
                    0.006722432136535644,
                    0.006893824100494385,
                    0.006809951782226563,
                    0.00724832010269165,
                    0.006873216152191162,
                    0.006768799781799316,
                    0.006608767986297608,
                    0.006413631916046143,
                    0.0066904001235961914,
                    0.006266079902648926,
                    0.006607999801635742,
                    0.0068853759765625,
                    0.006916831970214843,
                    0.007881311893463135,
                    0.006580863952636719,
                    0.006458047866821289,
                    0.006541215896606446,
                    0.006443071842193604,
                    0.006290592193603515,
                    0.006402912139892578,
                    0.006195424079895019,
                    0.006175360202789307,
                    0.00613708782196045,
                    0.006121791839599609,
                    0.006311103820800781,
                    0.006183104038238525,
                    0.006158559799194336,
                    0.006183072090148926,
                    0.006113120079040527,
                    0.006138368129730225,
                    0.006137856006622314,
                    0.006159711837768555,
                    0.006218880176544189,
                    0.006144768238067627,
                    0.006126431941986084,
                    0.006136928081512451,
                    0.006135647773742676,
                    0.006166848182678222,
                    0.0061710081100463865,
                    0.006172671794891358,
                    0.006301568031311035,
                    0.006244927883148193,
                    0.006157983779907226,
                    0.00616323184967041,
                    0.0062197761535644535,
                    0.0061430401802062985
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 304.52029043703243
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.799501509046004e-08,
                "ram": 4.2645213082289794e-08,
                "gpu": 1.4878666873684143e-07,
                "total": 2.6942689690959127e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 7423163.8449635515
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1038.569472,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.434048
            },
            "latency": {
                "unit": "s",
                "count": 75,
                "total": 0.5172190718650818,
                "mean": 0.0068962542915344234,
                "stdev": 0.0003587597661608221,
                "p50": 0.00695743989944458,
                "p90": 0.00733899507522583,
                "p95": 0.007399331283569336,
                "p99": 0.007743374080657959,
                "values": [
                    0.007319104194641113,
                    0.007332736015319824,
                    0.007093279838562012,
                    0.007174240112304687,
                    0.007101439952850342,
                    0.007074848175048828,
                    0.007344704151153564,
                    0.007343167781829834,
                    0.00722492790222168,
                    0.007222623825073242,
                    0.007153247833251953,
                    0.0071488962173461915,
                    0.007392352104187012,
                    0.007324607849121094,
                    0.006948063850402832,
                    0.007222655773162842,
                    0.0070284161567687985,
                    0.007107903957366943,
                    0.0072035517692565915,
                    0.007216479778289795,
                    0.007032256126403808,
                    0.007840320110321045,
                    0.007106272220611573,
                    0.007210783958435059,
                    0.007004703998565674,
                    0.007205440044403076,
                    0.007050943851470947,
                    0.007074368000030517,
                    0.0070332159996032715,
                    0.007144063949584961,
                    0.007415616035461426,
                    0.007709311962127686,
                    0.007349696159362793,
                    0.00695743989944458,
                    0.007182559967041016,
                    0.006806272029876709,
                    0.0069203519821166995,
                    0.0066752958297729495,
                    0.006464128017425537,
                    0.007059264183044434,
                    0.0071569600105285645,
                    0.007430751800537109,
                    0.006961088180541992,
                    0.006762656211853027,
                    0.006776063919067383,
                    0.0067573761940002445,
                    0.006701471805572509,
                    0.00679091215133667,
                    0.006662335872650147,
                    0.00642745590209961,
                    0.006461567878723144,
                    0.006467775821685791,
                    0.006652128219604492,
                    0.006639135837554932,
                    0.0064448962211608885,
                    0.006447231769561768,
                    0.00650435209274292,
                    0.0064774718284606935,
                    0.006447264194488525,
                    0.0064546561241149904,
                    0.006529280185699463,
                    0.006556287765502929,
                    0.006442624092102051,
                    0.006505472183227539,
                    0.006465888023376465,
                    0.0064629120826721195,
                    0.006439072132110596,
                    0.006440000057220459,
                    0.0064503679275512696,
                    0.006714303970336914,
                    0.006450240135192871,
                    0.006434144020080567,
                    0.006462751865386963,
                    0.006557663917541504,
                    0.006664959907531738
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 145.0062537902005
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.252783086594227e-08,
                "ram": 3.9652466610719225e-08,
                "gpu": 1.3560526060493025e-07,
                "total": 2.4778555808159194e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 4035747.715654661
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 75,
                "total": 0.48235913801193253,
                "mean": 0.006431455173492431,
                "stdev": 0.000292296297815559,
                "p50": 0.006465536117553711,
                "p90": 0.00680816650390625,
                "p95": 0.006839215993881226,
                "p99": 0.007074017295837403,
                "values": [
                    0.0067717118263244626,
                    0.006804480075836182,
                    0.006573056221008301,
                    0.006662144184112549,
                    0.006594560146331787,
                    0.0065669121742248536,
                    0.006789120197296142,
                    0.006832159996032715,
                    0.0066979842185974124,
                    0.006689792156219483,
                    0.0066119680404663084,
                    0.006645760059356689,
                    0.0068618240356445315,
                    0.006810624122619629,
                    0.006460415840148926,
                    0.006718431949615479,
                    0.0064778242111206055,
                    0.00658739185333252,
                    0.006643712043762207,
                    0.006699935913085937,
                    0.006495232105255127,
                    0.007299071788787842,
                    0.006594560146331787,
                    0.006709248065948486,
                    0.006501376152038574,
                    0.006652927875518798,
                    0.006515711784362793,
                    0.006560768127441406,
                    0.0065146880149841305,
                    0.006599679946899414,
                    0.006855679988861084,
                    0.006994944095611572,
                    0.006823935985565186,
                    0.006465536117553711,
                    0.006686719894409179,
                    0.006367231845855713,
                    0.0063907837867736815,
                    0.006275072097778321,
                    0.006071296215057373,
                    0.006563839912414551,
                    0.006675456047058105,
                    0.006813695907592773,
                    0.006518784046173095,
                    0.006347743988037109,
                    0.006360064029693604,
                    0.0063498239517211915,
                    0.006308864116668702,
                    0.006396927833557129,
                    0.006271999835968017,
                    0.006037504196166992,
                    0.006061056137084961,
                    0.006086656093597412,
                    0.006261760234832763,
                    0.006245376110076905,
                    0.0060631041526794435,
                    0.006064127922058105,
                    0.006087679862976075,
                    0.0060928001403808595,
                    0.006065152168273926,
                    0.006073344230651856,
                    0.006146016120910644,
                    0.006164480209350586,
                    0.006057983875274659,
                    0.0061224961280822755,
                    0.006081535816192627,
                    0.006079487800598145,
                    0.006056960105895996,
                    0.006048736095428467,
                    0.006044672012329101,
                    0.006320159912109375,
                    0.00606822395324707,
                    0.006050816059112549,
                    0.006072319984436035,
                    0.006155263900756836,
                    0.006269951820373535
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 155.48580733665855
            },
            "energy": null,
            "efficiency": null
        }
    }
}