IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
1787924
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_text-generation_openai-community/gpt2", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.2.2+rocm5.7", | |
| "_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": false, | |
| "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 7763 64-Core Processor", | |
| "cpu_count": 128, | |
| "cpu_ram_mb": 1082015.236096, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.12", | |
| "gpu": [ | |
| "Advanced Micro Devices, Inc. [AMD/ATI]" | |
| ], | |
| "gpu_count": 1, | |
| "gpu_vram_mb": 68702699520, | |
| "optimum_benchmark_version": "0.3.1", | |
| "optimum_benchmark_commit": "e9af750a2bec0e8b3a11d3bf5c5aa883075e8a03", | |
| "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": 899.473408, | |
| "max_global_vram": 1011.757056, | |
| "max_process_vram": 46991.249408, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 666.338304 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.52832177734375, | |
| "mean": 7.52832177734375, | |
| "stdev": 0.0, | |
| "p50": 7.52832177734375, | |
| "p90": 7.52832177734375, | |
| "p95": 7.52832177734375, | |
| "p99": 7.52832177734375, | |
| "values": [ | |
| 7.52832177734375 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1053.81888, | |
| "max_global_vram": 1107.488768, | |
| "max_process_vram": 292150.41536, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.035264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 62, | |
| "total": 0.5136712098121644, | |
| "mean": 0.008285019513099425, | |
| "stdev": 0.00039378915137054334, | |
| "p50": 0.008266550064086914, | |
| "p90": 0.00872952527999878, | |
| "p95": 0.008777821302413941, | |
| "p99": 0.009074588136672973, | |
| "values": [ | |
| 0.008748788833618164, | |
| 0.008567350387573242, | |
| 0.008402229309082031, | |
| 0.008475029945373535, | |
| 0.008081430435180665, | |
| 0.007992469787597656, | |
| 0.007966390132904053, | |
| 0.00805807113647461, | |
| 0.008030229568481446, | |
| 0.008006710052490235, | |
| 0.008018549919128417, | |
| 0.00903246784210205, | |
| 0.008836309432983398, | |
| 0.00914046859741211, | |
| 0.008779349327087403, | |
| 0.008695509910583496, | |
| 0.008719189643859863, | |
| 0.008692468643188477, | |
| 0.008675668716430664, | |
| 0.00868286895751953, | |
| 0.008683829307556153, | |
| 0.008679349899291993, | |
| 0.008701749801635742, | |
| 0.008695830345153808, | |
| 0.008709268569946289, | |
| 0.00873534870147705, | |
| 0.008366548538208007, | |
| 0.008584308624267577, | |
| 0.008398870468139648, | |
| 0.008029749870300293, | |
| 0.007824950218200684, | |
| 0.007712151050567627, | |
| 0.007679350852966308, | |
| 0.007956950187683106, | |
| 0.007692310810089111, | |
| 0.007887829780578613, | |
| 0.007700150966644287, | |
| 0.007903989791870117, | |
| 0.007721270084381103, | |
| 0.008139510154724122, | |
| 0.00826303005218506, | |
| 0.008234550476074218, | |
| 0.00770078992843628, | |
| 0.00827007007598877, | |
| 0.008730069160461425, | |
| 0.008648948669433594, | |
| 0.008661749839782715, | |
| 0.008315349578857422, | |
| 0.008158229827880859, | |
| 0.008724630355834961, | |
| 0.008243989944458009, | |
| 0.008407670021057129, | |
| 0.008294389724731446, | |
| 0.008070550918579101, | |
| 0.007736791133880616, | |
| 0.007753430843353271, | |
| 0.00776223087310791, | |
| 0.0077633500099182125, | |
| 0.007767029762268066, | |
| 0.008406390190124511, | |
| 0.008262069702148437, | |
| 0.008091030120849609 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 241.39955214804317 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1053.81888, | |
| "max_global_vram": 1107.525632, | |
| "max_process_vram": 294646.70208, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.259008 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 62, | |
| "total": 0.49081939315795897, | |
| "mean": 0.00791644182512837, | |
| "stdev": 0.00034804227962036653, | |
| "p50": 0.00789055061340332, | |
| "p90": 0.00831925392150879, | |
| "p95": 0.008414973211288451, | |
| "p99": 0.00846189679145813, | |
| "values": [ | |
| 0.00827103042602539, | |
| 0.00816911029815674, | |
| 0.008086389541625976, | |
| 0.007791830062866211, | |
| 0.007705591201782227, | |
| 0.007704151153564453, | |
| 0.007676149845123291, | |
| 0.007758230209350586, | |
| 0.007706070899963379, | |
| 0.00784319019317627, | |
| 0.007874711036682129, | |
| 0.008447669982910156, | |
| 0.008372309684753419, | |
| 0.008484148979187011, | |
| 0.008282389640808106, | |
| 0.008261268615722656, | |
| 0.008265589714050293, | |
| 0.008243189811706544, | |
| 0.008250069618225098, | |
| 0.008245590209960938, | |
| 0.00824542999267578, | |
| 0.008260149002075196, | |
| 0.008404788970947265, | |
| 0.008323349952697755, | |
| 0.008252149581909179, | |
| 0.008264470100402831, | |
| 0.008085270881652833, | |
| 0.007906390190124511, | |
| 0.00796223020553589, | |
| 0.007667671203613282, | |
| 0.007507030963897705, | |
| 0.00737519121170044, | |
| 0.0073276710510253905, | |
| 0.007508310794830322, | |
| 0.007356471061706543, | |
| 0.007861430168151856, | |
| 0.00736207103729248, | |
| 0.007346870899200439, | |
| 0.007368950843811035, | |
| 0.007746070861816406, | |
| 0.007827509880065918, | |
| 0.007367671012878418, | |
| 0.0076756711006164555, | |
| 0.008275989532470704, | |
| 0.008268309593200683, | |
| 0.00811007022857666, | |
| 0.0076900701522827145, | |
| 0.00809486961364746, | |
| 0.008431509971618652, | |
| 0.008415509223937988, | |
| 0.008132309913635253, | |
| 0.008149589538574219, | |
| 0.007514070987701416, | |
| 0.0075308699607849125, | |
| 0.007861589908599854, | |
| 0.007480790138244629, | |
| 0.007536631107330322, | |
| 0.007585270881652832, | |
| 0.007500310897827148, | |
| 0.008061750411987305, | |
| 0.007770709991455078, | |
| 0.007967669010162354 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 126.31937707491262 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 62, | |
| "total": 0.4579266357421874, | |
| "mean": 0.0073859134797127, | |
| "stdev": 0.00033852463463548895, | |
| "p50": 0.007398310422897339, | |
| "p90": 0.007788695096969604, | |
| "p95": 0.007840655088424683, | |
| "p99": 0.007913111605644226, | |
| "values": [ | |
| 0.007584471225738526, | |
| 0.0075313510894775395, | |
| 0.007483191013336181, | |
| 0.00721583080291748, | |
| 0.007170392036437988, | |
| 0.007148951053619385, | |
| 0.007136311054229736, | |
| 0.007164791107177735, | |
| 0.007178071022033691, | |
| 0.00729391098022461, | |
| 0.007284310817718506, | |
| 0.007841431140899658, | |
| 0.0077919912338256835, | |
| 0.007907509803771973, | |
| 0.007750071048736572, | |
| 0.00775806999206543, | |
| 0.0077590298652648925, | |
| 0.007749750137329102, | |
| 0.007733750820159912, | |
| 0.007740951061248779, | |
| 0.007714550971984863, | |
| 0.007755350112915039, | |
| 0.007909430027008056, | |
| 0.00780063009262085, | |
| 0.007753429889678955, | |
| 0.00775423002243042, | |
| 0.0076193509101867675, | |
| 0.007436951160430908, | |
| 0.007451351165771484, | |
| 0.007172152042388916, | |
| 0.0070393519401550295, | |
| 0.006890710830688477, | |
| 0.006851992130279541, | |
| 0.006997432231903076, | |
| 0.006888791084289551, | |
| 0.007406550884246826, | |
| 0.0068934311866760255, | |
| 0.0068915109634399415, | |
| 0.00688975191116333, | |
| 0.007280150890350342, | |
| 0.007342710971832276, | |
| 0.006874231815338134, | |
| 0.007117432117462158, | |
| 0.0077486300468444826, | |
| 0.007739029884338379, | |
| 0.007584791183471679, | |
| 0.007183510780334473, | |
| 0.0075924711227416996, | |
| 0.007918869972229004, | |
| 0.007825910091400146, | |
| 0.0076028709411621095, | |
| 0.007583031177520752, | |
| 0.006951510906219482, | |
| 0.006944951057434082, | |
| 0.007306390762329101, | |
| 0.006934550762176514, | |
| 0.006963350772857666, | |
| 0.006987990856170655, | |
| 0.006952151775360107, | |
| 0.0075174298286437985, | |
| 0.007243511199951172, | |
| 0.007390069961547852 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 135.39286680608373 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |