{
    "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": 66697.285632,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.219-208.866.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": "4.43.3",
            "transformers_commit": null,
            "accelerate_version": "0.33.0",
            "accelerate_commit": null,
            "diffusers_version": "0.29.2",
            "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": 720.203776,
                "max_global_vram": 1355.28448,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 666.338304
            },
            "latency": {
                "unit": "s",
                "count": 1,
                "total": 7.20553759765625,
                "mean": 7.20553759765625,
                "stdev": 0.0,
                "p50": 7.20553759765625,
                "p90": 7.20553759765625,
                "p95": 7.20553759765625,
                "p99": 7.20553759765625,
                "values": [
                    7.20553759765625
                ]
            },
            "throughput": null,
            "energy": {
                "unit": "kWh",
                "cpu": 9.958815243509081e-07,
                "ram": 5.299445664147128e-07,
                "gpu": 1.6925013540114442e-06,
                "total": 3.218327444777065e-06
            },
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 1025.048576,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.210304
            },
            "latency": {
                "unit": "s",
                "count": 73,
                "total": 0.488556444644928,
                "mean": 0.006692554036231891,
                "stdev": 0.00024284958906360877,
                "p50": 0.006729824066162109,
                "p90": 0.006964192199707031,
                "p95": 0.007018950271606445,
                "p99": 0.00722445291519165,
                "values": [
                    0.00730847978591919,
                    0.007031775951385498,
                    0.006933152198791504,
                    0.006943071842193603,
                    0.00683628797531128,
                    0.006859968185424805,
                    0.006795199871063232,
                    0.006928703784942627,
                    0.006834784030914307,
                    0.006794496059417725,
                    0.006866623878479004,
                    0.0069062399864196775,
                    0.00676582384109497,
                    0.006866015911102295,
                    0.006817024230957031,
                    0.0067042880058288574,
                    0.0067265920639038084,
                    0.006745728015899658,
                    0.006810400009155273,
                    0.0069352960586547855,
                    0.006877567768096924,
                    0.006723936080932617,
                    0.00701039981842041,
                    0.006840415954589844,
                    0.006642111778259277,
                    0.006783167839050293,
                    0.006949600219726563,
                    0.006758815765380859,
                    0.006741759777069092,
                    0.006778175830841064,
                    0.00692742395401001,
                    0.006987328052520752,
                    0.006968992233276367,
                    0.007169407844543457,
                    0.006938464164733886,
                    0.006967840194702149,
                    0.006729824066162109,
                    0.006947328090667724,
                    0.006607135772705078,
                    0.006594175815582275,
                    0.006756991863250733,
                    0.00675491189956665,
                    0.007191775798797607,
                    0.006671711921691894,
                    0.006581056118011475,
                    0.006683648109436035,
                    0.006614783763885498,
                    0.006448991775512695,
                    0.006423391819000244,
                    0.006543039798736572,
                    0.006412191867828369,
                    0.0064263038635253905,
                    0.006458879947662354,
                    0.006428415775299072,
                    0.006427584171295166,
                    0.0064570879936218266,
                    0.00643609619140625,
                    0.0061931519508361815,
                    0.006524511814117432,
                    0.006614687919616699,
                    0.006428415775299072,
                    0.0064810881614685055,
                    0.006448063850402832,
                    0.006409023761749268,
                    0.006410048007965088,
                    0.006416512012481689,
                    0.006407072067260742,
                    0.00617628812789917,
                    0.006204031944274903,
                    0.006463647842407227,
                    0.006448256015777588,
                    0.006424543857574463,
                    0.006436416149139404
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 298.8395744244241
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.778003259941385e-08,
                "ram": 4.2513161843371985e-08,
                "gpu": 1.701853213333059e-07,
                "total": 2.9047851577609177e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 6885190.784786476
            }
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 1040.420864,
                "max_global_vram": 1365.77024,
                "max_process_vram": 0.0,
                "max_reserved": 725.614592,
                "max_allocated": 522.434048
            },
            "latency": {
                "unit": "s",
                "count": 73,
                "total": 0.5091820487976074,
                "mean": 0.006975096558871335,
                "stdev": 0.00024223163231314342,
                "p50": 0.007035583972930908,
                "p90": 0.007253830528259278,
                "p95": 0.007307084846496581,
                "p99": 0.007472203559875488,
                "values": [
                    0.007400352001190186,
                    0.007215807914733887,
                    0.007113664150238037,
                    0.00719385576248169,
                    0.006965216159820557,
                    0.007128672122955322,
                    0.00725932788848877,
                    0.007202112197875977,
                    0.00706883192062378,
                    0.007193024158477783,
                    0.0071717119216918946,
                    0.007196415901184082,
                    0.0071056318283081055,
                    0.007214208126068115,
                    0.007041088104248047,
                    0.007035583972930908,
                    0.0069690561294555664,
                    0.007089407920837403,
                    0.007182464122772216,
                    0.007208672046661377,
                    0.007109087944030762,
                    0.007136960029602051,
                    0.007183328151702881,
                    0.007245471954345703,
                    0.007053311824798584,
                    0.007073344230651856,
                    0.006999551773071289,
                    0.007073823928833008,
                    0.007071680068969727,
                    0.007075295925140381,
                    0.0072626562118530275,
                    0.00725977611541748,
                    0.007564064025878906,
                    0.0074364800453186036,
                    0.007373727798461914,
                    0.007246560096740723,
                    0.007061823844909668,
                    0.007017151832580566,
                    0.006723167896270752,
                    0.006928351879119873,
                    0.0070544958114624025,
                    0.007255648136138916,
                    0.006983551979064941,
                    0.0068090238571167,
                    0.006844831943511963,
                    0.00680185604095459,
                    0.006748672008514404,
                    0.00666534423828125,
                    0.006688576221466064,
                    0.006725855827331543,
                    0.006793216228485107,
                    0.006680799961090088,
                    0.006730271816253662,
                    0.0066936960220336916,
                    0.006707583904266358,
                    0.006688704013824463,
                    0.006675968170166016,
                    0.006673344135284424,
                    0.007203872203826904,
                    0.006850399971008301,
                    0.006766528129577637,
                    0.006715616226196289,
                    0.006732480049133301,
                    0.006734303951263428,
                    0.006688255786895752,
                    0.006674240112304688,
                    0.006723072052001953,
                    0.0064737281799316405,
                    0.006522240161895752,
                    0.006887616157531739,
                    0.006716159820556641,
                    0.006729631900787353,
                    0.0066917438507080075
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 143.36719091410163
            },
            "energy": {
                "unit": "kWh",
                "cpu": 7.166753143624022e-08,
                "ram": 3.91964408098478e-08,
                "gpu": 1.3385658856682645e-07,
                "total": 2.447205608129144e-07
            },
            "efficiency": {
                "unit": "tokens/kWh",
                "value": 4086293.3489453983
            }
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "count": 73,
                "total": 0.4757449579238891,
                "mean": 0.006517054218135468,
                "stdev": 0.00019371390286349974,
                "p50": 0.006543360233306885,
                "p90": 0.006747545719146729,
                "p95": 0.006813081550598144,
                "p99": 0.006952509593963623,
                "values": [
                    0.006871039867401123,
                    0.006650879859924317,
                    0.006614016056060791,
                    0.006685696125030518,
                    0.006498303890228272,
                    0.006623231887817383,
                    0.006737919807434082,
                    0.006688767910003662,
                    0.006589439868927002,
                    0.006684671878814697,
                    0.006665215969085693,
                    0.00669593620300293,
                    0.006602752208709717,
                    0.006702079772949219,
                    0.00657203197479248,
                    0.006534143924713135,
                    0.0064849920272827145,
                    0.0065688958168029785,
                    0.006672383785247803,
                    0.006659071922302246,
                    0.006617087841033936,
                    0.006594560146331787,
                    0.006686719894409179,
                    0.006749184131622315,
                    0.006566847801208496,
                    0.006536191940307618,
                    0.006529024124145508,
                    0.006543360233306885,
                    0.0065771517753601075,
                    0.006573056221008301,
                    0.006740992069244385,
                    0.006706175804138184,
                    0.007046144008636474,
                    0.006916096210479736,
                    0.006859776020050049,
                    0.006749184131622315,
                    0.006545407772064209,
                    0.006598688125610351,
                    0.00632316780090332,
                    0.0064174079895019534,
                    0.006614016056060791,
                    0.006763519763946534,
                    0.0065669121742248536,
                    0.006391808032989502,
                    0.006426623821258545,
                    0.006398943901062012,
                    0.0063569917678833006,
                    0.006271967887878418,
                    0.006299647808074951,
                    0.006329343795776367,
                    0.006400000095367431,
                    0.006288383960723877,
                    0.006307839870452881,
                    0.006305791854858398,
                    0.0063170561790466305,
                    0.006294464111328125,
                    0.0062791681289672855,
                    0.006268928050994873,
                    0.006781951904296875,
                    0.006457344055175781,
                    0.00637440013885498,
                    0.006325247764587402,
                    0.006340608119964599,
                    0.0063272957801818845,
                    0.006296576023101807,
                    0.00628223991394043,
                    0.006323200225830078,
                    0.006089727878570556,
                    0.006137856006622314,
                    0.006497280120849609,
                    0.006324160099029541,
                    0.006337535858154297,
                    0.0062904319763183595
                ]
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 153.4435600086354
            },
            "energy": null,
            "efficiency": null
        }
    }
}