{
    "config": {
        "name": "2024-10-10-11-14-43/pytorch",
        "backend": {
            "name": "pytorch",
            "version": "2.4.1",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "text-generation",
            "library": "transformers",
            "model_type": "phi3",
            "model": "microsoft/Phi-3.5-mini-instruct",
            "processor": "microsoft/Phi-3.5-mini-instruct",
            "device": "cpu",
            "device_ids": null,
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "model_kwargs": {},
            "processor_kwargs": {},
            "no_weights": false,
            "device_map": null,
            "torch_dtype": "float32",
            "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": 10,
            "duration": 10,
            "warmup_runs": 10,
            "input_shapes": {
                "batch_size": 2,
                "num_choices": 2,
                "sequence_length": 16
            },
            "new_tokens": null,
            "memory": true,
            "latency": true,
            "energy": false,
            "forward_kwargs": {},
            "generate_kwargs": {
                "max_new_tokens": 32,
                "min_new_tokens": 32
            },
            "call_kwargs": {}
        },
        "launcher": {
            "name": "process",
            "_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
            "device_isolation": false,
            "device_isolation_action": null,
            "numactl": true,
            "numactl_kwargs": {
                "cpunodebind": 0,
                "membind": 0
            },
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7R13 Processor",
            "cpu_count": 64,
            "cpu_ram_mb": 529717.026816,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.205-195.807.amzn2.x86_64-x86_64-with-glibc2.36",
            "processor": "",
            "python_version": "3.10.15",
            "optimum_benchmark_version": "0.5.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.44.2",
            "transformers_commit": null,
            "accelerate_version": "0.34.2",
            "accelerate_commit": null,
            "diffusers_version": null,
            "diffusers_commit": null,
            "optimum_version": "1.22.0",
            "optimum_commit": null,
            "timm_version": null,
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        },
        "print_report": false,
        "log_report": true
    },
    "report": {
        "load": {
            "memory": {
                "unit": "MB",
                "max_ram": 18714.865664,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "values": [
                    8.399750124663115
                ],
                "count": 1,
                "total": 8.399750124663115,
                "mean": 8.399750124663115,
                "p50": 8.399750124663115,
                "p90": 8.399750124663115,
                "p95": 8.399750124663115,
                "p99": 8.399750124663115,
                "stdev": 0,
                "stdev_": 0
            },
            "throughput": null,
            "energy": null,
            "efficiency": null
        },
        "prefill": {
            "memory": {
                "unit": "MB",
                "max_ram": 16276.750336,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "values": [
                    3.3581380620598793,
                    3.396693389862776,
                    3.4571818970143795,
                    3.5572459772229195,
                    3.4731837548315525,
                    3.5803959518671036,
                    3.374232042580843,
                    5.356942415237427,
                    4.5129506178200245,
                    3.4573763869702816
                ],
                "count": 10,
                "total": 37.524340495467186,
                "mean": 3.7524340495467188,
                "p50": 3.465280070900917,
                "p90": 4.5973497975617645,
                "p95": 4.977146106399595,
                "p99": 5.280983153469861,
                "stdev": 0.6243235637482007,
                "stdev_": 16.637829086526303
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 8.527798111166135
            },
            "energy": null,
            "efficiency": null
        },
        "decode": {
            "memory": {
                "unit": "MB",
                "max_ram": 16276.750336,
                "max_global_vram": null,
                "max_process_vram": null,
                "max_reserved": null,
                "max_allocated": null
            },
            "latency": {
                "unit": "s",
                "values": [
                    33.501635421067476,
                    30.04133592545986,
                    31.445279240608215,
                    32.22521169483662,
                    29.81996901333332,
                    41.92725533992052,
                    41.742891021072865,
                    40.72321484610438,
                    36.302091002464294,
                    29.9244181253016
                ],
                "count": 10,
                "total": 347.65330163016915,
                "mean": 34.76533016301691,
                "p50": 32.863423557952046,
                "p90": 41.76132745295763,
                "p95": 41.844291396439075,
                "p99": 41.910662551224235,
                "stdev": 4.765674807588583,
                "stdev_": 13.70812468986206
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 1.7833859108852967
            },
            "energy": null,
            "efficiency": null
        },
        "per_token": {
            "memory": null,
            "latency": {
                "unit": "s",
                "values": [
                    1.1384357027709484,
                    1.177622027695179,
                    1.2003977410495281,
                    1.1222545504570007,
                    1.1713331490755081,
                    1.0922859869897366,
                    1.1245402358472347,
                    1.0887378714978695,
                    1.0933789052069187,
                    1.04338264092803,
                    2.5836568102240562,
                    0.9817171767354012,
                    0.9770018830895424,
                    0.9235625192523003,
                    1.0084493197500706,
                    0.9811127707362175,
                    0.9208281897008419,
                    0.9809328615665436,
                    0.9289973638951778,
                    0.9859548509120941,
                    0.9852742440998554,
                    0.9847075641155243,
                    0.9451818726956844,
                    0.9612500742077827,
                    0.9418791197240353,
                    0.9792121089994907,
                    0.9790862575173378,
                    0.9306129962205887,
                    1.2642306201159954,
                    0.9998959638178349,
                    1.005143839865923,
                    1.0203991308808327,
                    0.9920058287680149,
                    0.9966826364398003,
                    0.9953101053833961,
                    0.9291196055710316,
                    0.9696704670786858,
                    0.9301869682967663,
                    0.987386416643858,
                    0.9202318973839283,
                    0.9781012162566185,
                    0.9842051900923252,
                    0.940557025372982,
                    0.9892774075269699,
                    0.9911873750388622,
                    0.9843054339289665,
                    0.9321952946484089,
                    0.9788714051246643,
                    0.983123891055584,
                    0.9373661689460278,
                    0.9977158568799496,
                    0.9967306777834892,
                    0.9766447097063065,
                    0.9264360927045345,
                    0.9862302131950855,
                    0.989815678447485,
                    0.9204447530210018,
                    0.9958750903606415,
                    0.9726669117808342,
                    0.923191498965025,
                    0.9769759476184845,
                    0.937883235514164,
                    1.0038145929574966,
                    0.9356443509459496,
                    0.9842030443251133,
                    0.9259354844689369,
                    0.9633580222725868,
                    0.9284386411309242,
                    0.9787793271243572,
                    0.921055294573307,
                    0.9715253077447414,
                    0.9293092153966427,
                    0.980810422450304,
                    0.9748993143439293,
                    0.9295509122312069,
                    0.9894356057047844,
                    1.02058532461524,
                    1.0904977284371853,
                    1.0841796584427357,
                    1.0298358500003815,
                    1.0859693884849548,
                    1.0873793698847294,
                    1.0984263382852077,
                    1.024993922561407,
                    1.0732106268405914,
                    1.0327858179807663,
                    1.0791507065296173,
                    1.081660270690918,
                    1.0225499421358109,
                    1.0838542468845844,
                    1.0221294797956944,
                    1.0773406624794006,
                    1.0334686152637005,
                    1.025660865008831,
                    1.083419531583786,
                    1.0327927507460117,
                    1.070757694542408,
                    1.0347601920366287,
                    1.0777060836553574,
                    1.0838213339447975,
                    1.0328659415245056,
                    1.0774759203195572,
                    1.089761409908533,
                    1.0210511833429337,
                    1.0121761299669743,
                    1.0829932019114494,
                    1.0853435210883617,
                    1.0839992016553879,
                    1.0269759930670261,
                    1.0876033268868923,
                    1.0944339707493782,
                    1.0298818238079548,
                    1.109166506677866,
                    1.0857994854450226,
                    1.0941513702273369,
                    0.9991730563342571,
                    0.9974812120199203,
                    0.9982665330171585,
                    1.0019456297159195,
                    0.976470872759819,
                    0.9289552867412567,
                    0.9809416867792606,
                    0.9330388009548187,
                    0.9858381599187851,
                    0.9323876649141312,
                    0.9798810072243214,
                    0.9282574504613876,
                    0.9837096184492111,
                    0.9854167923331261,
                    0.9311277456581593,
                    0.9929866082966328,
                    0.975170198827982,
                    0.924533985555172,
                    0.9784401841461658,
                    0.9856738410890102,
                    0.9309582859277725,
                    0.9746614508330822,
                    0.9304128997027874,
                    0.9742713011801243,
                    0.9257941879332066,
                    0.9783140309154987,
                    0.9218395128846169,
                    0.969913836568594,
                    0.9223781675100327,
                    0.987464290112257,
                    0.9202763512730598,
                    0.9856284596025944,
                    0.9847845360636711,
                    0.9374007992446423,
                    0.995894443243742,
                    0.9869710579514503,
                    0.9729698747396469,
                    0.9434096142649651,
                    1.0001477897167206,
                    0.978327140212059,
                    1.0453919284045696,
                    1.2942124083638191,
                    1.3069291189312935,
                    1.5827287174761295,
                    1.0205241590738297,
                    1.684956394135952,
                    2.0071276016533375,
                    1.4697532132267952,
                    0.9854139052331448,
                    0.9400103129446507,
                    1.686314158141613,
                    1.5830329842865467,
                    1.8000198565423489,
                    1.0415470115840435,
                    1.1040319204330444,
                    1.4436596930027008,
                    1.7231036685407162,
                    1.184716660529375,
                    1.1395438238978386,
                    1.1696329601109028,
                    1.131481558084488,
                    1.6683161593973637,
                    1.141899909824133,
                    1.1835839822888374,
                    1.1797052212059498,
                    1.3359068483114243,
                    1.089801549911499,
                    1.3668644726276398,
                    1.7911975868046284,
                    1.7504928074777126,
                    1.0747970789670944,
                    1.0397629737854004,
                    1.3824371211230755,
                    1.4925954155623913,
                    1.0173395834863186,
                    1.2972969077527523,
                    1.0141821280121803,
                    1.083788201212883,
                    1.5184855461120605,
                    1.5929313525557518,
                    1.571888018399477,
                    2.223855134099722,
                    1.6039031185209751,
                    1.5024455301463604,
                    1.4671013206243515,
                    1.024438962340355,
                    1.0754979886114597,
                    1.003241941332817,
                    1.28562256321311,
                    0.921080008149147,
                    0.9212512448430061,
                    1.5782709680497646,
                    1.088150266557932,
                    2.1945955231785774,
                    1.5069400109350681,
                    1.1015802510082722,
                    0.9989534988999367,
                    2.128241177648306,
                    1.0894646272063255,
                    1.0835177637636662,
                    1.31818637996912,
                    1.6153025887906551,
                    1.1411330960690975,
                    1.5759688653051853,
                    1.6091405861079693,
                    1.097939532250166,
                    1.489734087139368,
                    1.4302357733249664,
                    1.3789326772093773,
                    1.0950008481740952,
                    1.605417400598526,
                    1.293320693075657,
                    2.1278112828731537,
                    1.3645955994725227,
                    1.031461264938116,
                    1.5023802481591702,
                    1.4960583820939064,
                    1.1092017702758312,
                    1.1034789346158504,
                    1.0913921669125557,
                    1.2833945713937283,
                    1.3165629468858242,
                    1.0826188065111637,
                    1.5940546356141567,
                    1.0025205686688423,
                    1.0736385881900787,
                    1.2250505462288857,
                    1.2195956744253635,
                    1.193432278931141,
                    1.414183545857668,
                    1.0937596298754215,
                    1.5862558707594872,
                    1.094409067183733,
                    1.108453419059515,
                    1.0806798972189426,
                    2.0739275999367237,
                    2.142223585397005,
                    1.0840606540441513,
                    1.0839973539113998,
                    1.0290987975895405,
                    0.9870520606637001,
                    0.9932393617928028,
                    0.9201038889586926,
                    1.0738199539482594,
                    0.9267219118773937,
                    1.2620188817381859,
                    1.2937371879816055,
                    1.448078092187643,
                    1.0587906427681446,
                    1.2306020259857178,
                    1.476415079087019,
                    1.0325193852186203,
                    1.0846510417759418,
                    1.074777141213417,
                    0.9309312328696251,
                    1.2921703271567822,
                    0.9991178959608078,
                    0.9993756338953972,
                    1.3077789098024368,
                    1.0114902220666409,
                    1.055048331618309,
                    1.2314375787973404,
                    1.0074683725833893,
                    1.0017726495862007,
                    0.940196581184864,
                    0.9816303625702858,
                    0.920859795063734,
                    0.9756297282874584,
                    0.9816593639552593,
                    0.9289572313427925,
                    0.978353139013052,
                    0.9289989694952965,
                    0.9759187437593937,
                    0.929035235196352,
                    0.9809492528438568,
                    0.9891758672893047,
                    0.9281279109418392,
                    1.0840245857834816,
                    0.9802136085927486,
                    0.9322773180902004,
                    0.9693350978195667,
                    0.9306082129478455,
                    0.978623241186142,
                    0.9838609024882317,
                    0.9376424625515938,
                    0.9914923831820488,
                    0.9714805297553539,
                    0.9300731755793095,
                    0.9780604802072048,
                    0.9323897622525692,
                    0.9750336855649948,
                    0.9848188161849976,
                    0.9370813593268394,
                    0.9935021847486496,
                    0.9939015991985798
                ],
                "count": 310,
                "total": 347.64793706685305,
                "mean": 1.121444958280171,
                "p50": 1.0205547418445349,
                "p90": 1.4966905687004328,
                "p95": 1.6125296875834465,
                "p99": 2.1409651686996227,
                "stdev": 0.2610671956614392,
                "stdev_": 23.279537148377518
            },
            "throughput": {
                "unit": "tokens/s",
                "value": 1.7834134303543225
            },
            "energy": null,
            "efficiency": null
        }
    }
}