IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
5d38133
verified
| { | |
| "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": 800.964608, | |
| "max_global_vram": 1362.624512, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 666.338304 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.99275927734375, | |
| "mean": 7.99275927734375, | |
| "stdev": 0.0, | |
| "p50": 7.99275927734375, | |
| "p90": 7.99275927734375, | |
| "p95": 7.99275927734375, | |
| "p99": 7.99275927734375, | |
| "values": [ | |
| 7.99275927734375 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 2.4259904305555185e-06, | |
| "ram": 1.3102236483843566e-06, | |
| "gpu": 3.5366694959987344e-06, | |
| "total": 7.272883574938609e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1209.823232, | |
| "max_global_vram": 1373.110272, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 522.210304 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 71, | |
| "total": 0.4910973114967345, | |
| "mean": 0.006916863542207529, | |
| "stdev": 0.0002966353077202692, | |
| "p50": 0.006963679790496826, | |
| "p90": 0.007234943866729736, | |
| "p95": 0.007322383880615234, | |
| "p99": 0.007473846578598022, | |
| "values": [ | |
| 0.0075578241348266606, | |
| 0.007280191898345947, | |
| 0.007069119930267334, | |
| 0.0071179838180541995, | |
| 0.007064032077789307, | |
| 0.007437856197357178, | |
| 0.007174911975860595, | |
| 0.007039840221405029, | |
| 0.00718016004562378, | |
| 0.0071526398658752445, | |
| 0.00694927978515625, | |
| 0.007150144100189209, | |
| 0.007183072090148926, | |
| 0.007039904117584228, | |
| 0.007066559791564941, | |
| 0.007181600093841552, | |
| 0.007085984230041504, | |
| 0.006845344066619873, | |
| 0.006759679794311523, | |
| 0.007025887966156006, | |
| 0.007091839790344238, | |
| 0.006937119960784912, | |
| 0.007085152149200439, | |
| 0.0070891199111938474, | |
| 0.007222400188446045, | |
| 0.006926400184631348, | |
| 0.007135424137115478, | |
| 0.006970911979675293, | |
| 0.007208127975463868, | |
| 0.006868063926696777, | |
| 0.006963679790496826, | |
| 0.0071151041984558105, | |
| 0.007001247882843018, | |
| 0.006954048156738281, | |
| 0.0069333438873291015, | |
| 0.006932352066040039, | |
| 0.007255360126495362, | |
| 0.0071263680458068844, | |
| 0.0071372160911560055, | |
| 0.007015391826629639, | |
| 0.006848288059234619, | |
| 0.007333087921142578, | |
| 0.0069351038932800296, | |
| 0.006702527999877929, | |
| 0.006746399879455567, | |
| 0.0065912318229675295, | |
| 0.007097439765930176, | |
| 0.007234943866729736, | |
| 0.0073116798400878905, | |
| 0.007352416038513184, | |
| 0.006826240062713623, | |
| 0.006671264171600342, | |
| 0.00669536018371582, | |
| 0.006714719772338867, | |
| 0.006843935966491699, | |
| 0.006734464168548584, | |
| 0.006687520027160644, | |
| 0.006648447990417481, | |
| 0.006806719779968262, | |
| 0.006451839923858642, | |
| 0.006351327896118164, | |
| 0.006332640171051025, | |
| 0.0063669438362121585, | |
| 0.006518144130706787, | |
| 0.006448544025421142, | |
| 0.006381792068481445, | |
| 0.006344543933868408, | |
| 0.006562719821929932, | |
| 0.006463808059692383, | |
| 0.006397312164306641, | |
| 0.00636521577835083 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 289.14839620526857 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 8.405013973599351e-08, | |
| "ram": 4.592877818758442e-08, | |
| "gpu": 1.6591226826949412e-07, | |
| "total": 2.9589118619307205e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 6759241.550016901 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1228.169216, | |
| "max_global_vram": 1373.110272, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 522.434048 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 71, | |
| "total": 0.515055103302002, | |
| "mean": 0.007254297229605661, | |
| "stdev": 0.0003160713790860009, | |
| "p50": 0.0073173117637634275, | |
| "p90": 0.00757532787322998, | |
| "p95": 0.007709519863128662, | |
| "p99": 0.007941219186782837, | |
| "values": [ | |
| 0.00787500810623169, | |
| 0.007471583843231201, | |
| 0.0073864002227783205, | |
| 0.007434112071990967, | |
| 0.007420544147491455, | |
| 0.00757532787322998, | |
| 0.007595263957977295, | |
| 0.007429535865783691, | |
| 0.007685535907745361, | |
| 0.007425920009613037, | |
| 0.007268640041351318, | |
| 0.007563104152679443, | |
| 0.007425248146057129, | |
| 0.007410367965698242, | |
| 0.007393727779388428, | |
| 0.007407328128814697, | |
| 0.0074702401161193845, | |
| 0.007151552200317383, | |
| 0.007246079921722412, | |
| 0.007363327980041504, | |
| 0.007269983768463135, | |
| 0.007502848148345947, | |
| 0.007475359916687012, | |
| 0.00742195177078247, | |
| 0.007515200138092041, | |
| 0.007368383884429931, | |
| 0.007526912212371826, | |
| 0.007801919937133789, | |
| 0.007261119842529297, | |
| 0.007315167903900147, | |
| 0.0073173117637634275, | |
| 0.007221439838409424, | |
| 0.007481919765472412, | |
| 0.007253920078277588, | |
| 0.007406688213348388, | |
| 0.00735532808303833, | |
| 0.007551680088043213, | |
| 0.00745849609375, | |
| 0.0073250880241394044, | |
| 0.007376255989074707, | |
| 0.007466047763824463, | |
| 0.007199423789978027, | |
| 0.007031904220581055, | |
| 0.007199552059173584, | |
| 0.006849823951721191, | |
| 0.006943999767303467, | |
| 0.007615615844726562, | |
| 0.007733503818511963, | |
| 0.008095711708068847, | |
| 0.007191167831420898, | |
| 0.00705395221710205, | |
| 0.007072512149810791, | |
| 0.0069918398857116695, | |
| 0.007116320133209228, | |
| 0.007083936214447022, | |
| 0.007053535938262939, | |
| 0.007005440235137939, | |
| 0.007040480136871338, | |
| 0.007157695770263672, | |
| 0.006718624114990235, | |
| 0.006765312194824219, | |
| 0.006670783996582031, | |
| 0.006879039764404297, | |
| 0.006874207973480225, | |
| 0.006648223876953125, | |
| 0.006642208099365234, | |
| 0.006767072200775146, | |
| 0.006968639850616455, | |
| 0.006725664138793945, | |
| 0.0066423358917236325, | |
| 0.006644703865051269 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 137.84932824628132 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 7.701336388632312e-08, | |
| "ram": 4.2085181891745174e-08, | |
| "gpu": 1.4991005646024048e-07, | |
| "total": 2.6900860223830886e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 3717353.2432770375 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 71, | |
| "total": 0.4805223355293272, | |
| "mean": 0.00676792021872292, | |
| "stdev": 0.0002646359320973506, | |
| "p50": 0.006778880119323731, | |
| "p90": 0.007047167778015137, | |
| "p95": 0.007162879943847657, | |
| "p99": 0.007357235097885131, | |
| "values": [ | |
| 0.00728166389465332, | |
| 0.00694374418258667, | |
| 0.006867968082427979, | |
| 0.006880256175994873, | |
| 0.006896575927734375, | |
| 0.007076863765716553, | |
| 0.007047167778015137, | |
| 0.006899712085723877, | |
| 0.007156735897064209, | |
| 0.006860799789428711, | |
| 0.0067573761940002445, | |
| 0.007031807899475098, | |
| 0.006870016098022461, | |
| 0.006887423992156983, | |
| 0.0068618240356445315, | |
| 0.00687820816040039, | |
| 0.0069621758460998535, | |
| 0.006638591766357422, | |
| 0.006735936164855957, | |
| 0.006872032165527344, | |
| 0.006770688056945801, | |
| 0.006964223861694336, | |
| 0.00690176010131836, | |
| 0.006899712085723877, | |
| 0.007008255958557129, | |
| 0.006831103801727295, | |
| 0.007014400005340577, | |
| 0.007250944137573242, | |
| 0.006773791790008545, | |
| 0.006804480075836182, | |
| 0.006752255916595459, | |
| 0.006724607944488525, | |
| 0.006937600135803222, | |
| 0.00674508810043335, | |
| 0.0068915200233459475, | |
| 0.006795263767242431, | |
| 0.007030784130096435, | |
| 0.006936511993408203, | |
| 0.006776832103729248, | |
| 0.006872064113616944, | |
| 0.006917119979858399, | |
| 0.006719488143920899, | |
| 0.006601727962493896, | |
| 0.006685728073120117, | |
| 0.006440959930419922, | |
| 0.006520832061767578, | |
| 0.007101439952850342, | |
| 0.007169023990631103, | |
| 0.0075335679054260255, | |
| 0.006778880119323731, | |
| 0.006609920024871826, | |
| 0.006666240215301514, | |
| 0.006583327770233154, | |
| 0.006706175804138184, | |
| 0.006667263984680176, | |
| 0.006654975891113281, | |
| 0.006591487884521485, | |
| 0.006626304149627686, | |
| 0.0067358717918396, | |
| 0.0062975997924804685, | |
| 0.00637337589263916, | |
| 0.006275072097778321, | |
| 0.0064778242111206055, | |
| 0.00643891191482544, | |
| 0.0062679038047790524, | |
| 0.006254591941833496, | |
| 0.006346784114837647, | |
| 0.006576128005981445, | |
| 0.006337600231170654, | |
| 0.006228991985321045, | |
| 0.006248447895050049 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 147.75587886417136 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |