IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
9a105de
verified
| { | |
| "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": {}, | |
| "hub_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": 66697.293824, | |
| "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": "0.3.1", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.42.4", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.32.1", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.29.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.7", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 718.49984, | |
| "max_global_vram": 1355.28448, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 666.339328 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.14406591796875, | |
| "mean": 7.14406591796875, | |
| "stdev": 0.0, | |
| "p50": 7.14406591796875, | |
| "p90": 7.14406591796875, | |
| "p95": 7.14406591796875, | |
| "p99": 7.14406591796875, | |
| "values": [ | |
| 7.14406591796875 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 9.622265895207724e-07, | |
| "ram": 5.112195231785676e-07, | |
| "gpu": 1.8233347920000847e-06, | |
| "total": 3.296780904699425e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1018.380288, | |
| "max_global_vram": 1365.77024, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 522.210304 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 75, | |
| "total": 0.48945203256607045, | |
| "mean": 0.006526027100880941, | |
| "stdev": 0.0003595328855586755, | |
| "p50": 0.006666016101837158, | |
| "p90": 0.006962828826904297, | |
| "p95": 0.007026147365570068, | |
| "p99": 0.007111066732406616, | |
| "values": [ | |
| 0.007101215839385986, | |
| 0.007000415802001953, | |
| 0.006768352031707764, | |
| 0.00672438383102417, | |
| 0.0067281599044799805, | |
| 0.006592959880828858, | |
| 0.006719615936279297, | |
| 0.006903615951538086, | |
| 0.0068329920768737794, | |
| 0.006674623966217041, | |
| 0.00686297607421875, | |
| 0.006860928058624267, | |
| 0.006729504108428955, | |
| 0.006802783966064453, | |
| 0.007034592151641846, | |
| 0.006611040115356445, | |
| 0.0067053442001342774, | |
| 0.006717535972595215, | |
| 0.006719456195831299, | |
| 0.007139103889465332, | |
| 0.006886975765228271, | |
| 0.006659167766571045, | |
| 0.007022528171539306, | |
| 0.006726111888885498, | |
| 0.006793600082397461, | |
| 0.006621568202972412, | |
| 0.006722432136535644, | |
| 0.006940576076507568, | |
| 0.006723584175109864, | |
| 0.0067372479438781736, | |
| 0.006987328052520752, | |
| 0.006929120063781738, | |
| 0.006908576011657715, | |
| 0.0066975998878479005, | |
| 0.006814527988433838, | |
| 0.006809088230133056, | |
| 0.006791391849517822, | |
| 0.006414559841156006, | |
| 0.006493792057037353, | |
| 0.006316768169403076, | |
| 0.006977663993835449, | |
| 0.006666016101837158, | |
| 0.006720384120941162, | |
| 0.007047904014587402, | |
| 0.006558047771453857, | |
| 0.006513984203338623, | |
| 0.006519199848175049, | |
| 0.006758592128753662, | |
| 0.00610646390914917, | |
| 0.006111839771270752, | |
| 0.006062143802642822, | |
| 0.006035200119018555, | |
| 0.006208767890930176, | |
| 0.0065203838348388676, | |
| 0.00627619218826294, | |
| 0.006078944206237793, | |
| 0.006040703773498535, | |
| 0.0060572481155395505, | |
| 0.006035903930664063, | |
| 0.006062687873840332, | |
| 0.0060538239479064945, | |
| 0.006056447982788086, | |
| 0.0060780482292175295, | |
| 0.006056159973144531, | |
| 0.006049536228179932, | |
| 0.006029248237609863, | |
| 0.006059711933135987, | |
| 0.006043807983398437, | |
| 0.006050399780273438, | |
| 0.006071968078613281, | |
| 0.006056735992431641, | |
| 0.006063360214233399, | |
| 0.006071936130523681, | |
| 0.006055039882659912, | |
| 0.006071392059326172 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 306.46516924976027 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 7.654064124630343e-08, | |
| "ram": 4.184792338150077e-08, | |
| "gpu": 1.6408077642580606e-07, | |
| "total": 2.8246934105361026e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 7080414.435563176 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1034.022912, | |
| "max_global_vram": 1365.77024, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 522.434048 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 75, | |
| "total": 0.5131569585800169, | |
| "mean": 0.0068420927810668945, | |
| "stdev": 0.00036823633517553547, | |
| "p50": 0.006955327987670898, | |
| "p90": 0.00725365104675293, | |
| "p95": 0.007355980730056762, | |
| "p99": 0.0074275681591033935, | |
| "values": [ | |
| 0.007305215835571289, | |
| 0.007290847778320312, | |
| 0.007094016075134277, | |
| 0.007139552116394043, | |
| 0.006951583862304688, | |
| 0.006993504047393799, | |
| 0.007144159793853759, | |
| 0.007085375785827637, | |
| 0.007185503959655761, | |
| 0.007113632202148438, | |
| 0.007356607913970947, | |
| 0.007114560127258301, | |
| 0.007071040153503418, | |
| 0.0071244478225708004, | |
| 0.007230815887451172, | |
| 0.006924863815307617, | |
| 0.006943456172943115, | |
| 0.007052671909332275, | |
| 0.007160672187805176, | |
| 0.007480256080627442, | |
| 0.0071077442169189455, | |
| 0.007092832088470459, | |
| 0.007406144142150879, | |
| 0.007064223766326904, | |
| 0.006919904232025147, | |
| 0.0070042238235473635, | |
| 0.007409056186676025, | |
| 0.007209023952484131, | |
| 0.007019455909729004, | |
| 0.007236127853393555, | |
| 0.007225088119506836, | |
| 0.007160064220428467, | |
| 0.007167424201965332, | |
| 0.0070742077827453615, | |
| 0.00708019208908081, | |
| 0.006934271812438965, | |
| 0.007045023918151856, | |
| 0.006955327987670898, | |
| 0.006561567783355713, | |
| 0.006725855827331543, | |
| 0.006958816051483154, | |
| 0.007066495895385742, | |
| 0.007254367828369141, | |
| 0.006842144012451172, | |
| 0.006812128067016601, | |
| 0.006802783966064453, | |
| 0.007355711936950684, | |
| 0.006727136135101318, | |
| 0.006382912158966064, | |
| 0.006365375995635986, | |
| 0.006382431983947754, | |
| 0.007252575874328614, | |
| 0.006382400035858154, | |
| 0.006535039901733398, | |
| 0.0063743038177490234, | |
| 0.006374559879302979, | |
| 0.006364895820617676, | |
| 0.006346432209014893, | |
| 0.006359488010406494, | |
| 0.006376383781433105, | |
| 0.006447711944580078, | |
| 0.00636736011505127, | |
| 0.006372640132904053, | |
| 0.006380191802978516, | |
| 0.006379424095153808, | |
| 0.006376736164093018, | |
| 0.006365439891815186, | |
| 0.006369919776916504, | |
| 0.00635916805267334, | |
| 0.006343423843383789, | |
| 0.006349408149719239, | |
| 0.006343423843383789, | |
| 0.006378111839294434, | |
| 0.006477119922637939, | |
| 0.006369952201843262 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 146.1541127836137 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 7.282892141931802e-08, | |
| "ram": 3.981375037685366e-08, | |
| "gpu": 1.5149239269919199e-07, | |
| "total": 2.6413506449536374e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 3785941.8699691524 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 75, | |
| "total": 0.47913984155654904, | |
| "mean": 0.006388531220753988, | |
| "stdev": 0.000310417453949541, | |
| "p50": 0.0064767999649047855, | |
| "p90": 0.006741811180114746, | |
| "p95": 0.006815948724746704, | |
| "p99": 0.0069036237335205084, | |
| "values": [ | |
| 0.00678604793548584, | |
| 0.006780928134918213, | |
| 0.006584320068359375, | |
| 0.006626304149627686, | |
| 0.0064767999649047855, | |
| 0.006489088058471679, | |
| 0.006633471965789795, | |
| 0.006576128005981445, | |
| 0.006690815925598144, | |
| 0.00658841609954834, | |
| 0.006840320110321045, | |
| 0.006574079990386963, | |
| 0.006565887928009034, | |
| 0.0066078720092773435, | |
| 0.006732800006866455, | |
| 0.006443999767303467, | |
| 0.0064737281799316405, | |
| 0.006563839912414551, | |
| 0.006636544227600098, | |
| 0.00690176010131836, | |
| 0.006594560146331787, | |
| 0.0065771517753601075, | |
| 0.006899712085723877, | |
| 0.006562816143035889, | |
| 0.006453248023986816, | |
| 0.006517792224884033, | |
| 0.006908927917480469, | |
| 0.006715392112731934, | |
| 0.006526976108551025, | |
| 0.0067338237762451176, | |
| 0.006708255767822266, | |
| 0.006656000137329102, | |
| 0.006668288230895996, | |
| 0.006568960189819336, | |
| 0.006594560146331787, | |
| 0.006452223777770996, | |
| 0.006614016056060791, | |
| 0.006458367824554443, | |
| 0.006164480209350586, | |
| 0.006306816101074219, | |
| 0.006487008094787598, | |
| 0.006590464115142822, | |
| 0.006707200050354004, | |
| 0.0064245758056640625, | |
| 0.006400000095367431, | |
| 0.006385663986206055, | |
| 0.006747136116027832, | |
| 0.006334464073181153, | |
| 0.006001664161682129, | |
| 0.005989376068115234, | |
| 0.005984255790710449, | |
| 0.0068055038452148435, | |
| 0.005997568130493164, | |
| 0.006140927791595459, | |
| 0.005996543884277344, | |
| 0.005976064205169678, | |
| 0.005989376068115234, | |
| 0.005971968173980713, | |
| 0.005984255790710449, | |
| 0.006000639915466309, | |
| 0.006061056137084961, | |
| 0.005991424083709717, | |
| 0.005985280036926269, | |
| 0.005986303806304932, | |
| 0.0060026879310607914, | |
| 0.006001664161682129, | |
| 0.005992447853088379, | |
| 0.005992447853088379, | |
| 0.005983232021331787, | |
| 0.005958655834197998, | |
| 0.005974016189575195, | |
| 0.0059688959121704105, | |
| 0.005975039958953857, | |
| 0.006100992202758789, | |
| 0.0059955201148986816 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 156.53050215225807 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |