AlexKoff88's picture
Upload 2024-10-10-11-14-43/pytorch/benchmark.json with huggingface_hub
c0241c4 verified
raw
history blame
20.3 kB
{
"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
}
}
}