IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
4e2c135
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": "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, | |
| "latency": true, | |
| "memory": 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": "4.42.3", | |
| "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": { | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1054.253056, | |
| "max_global_vram": 1353.187328, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 713.03168, | |
| "max_allocated": 509.62176 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 74, | |
| "total": 0.4871772470474244, | |
| "mean": 0.00658347631145168, | |
| "stdev": 0.0003963092041945444, | |
| "p50": 0.006449631929397582, | |
| "p90": 0.007180428695678712, | |
| "p95": 0.007294912052154541, | |
| "p99": 0.007472486281394958, | |
| "values": [ | |
| 0.007653759956359863, | |
| 0.0073547520637512204, | |
| 0.007405439853668213, | |
| 0.007273856163024902, | |
| 0.0071190080642700194, | |
| 0.006931488037109375, | |
| 0.006870304107666016, | |
| 0.006952799797058105, | |
| 0.006942207813262939, | |
| 0.007065408229827881, | |
| 0.006810431957244873, | |
| 0.007036640167236328, | |
| 0.007238687992095948, | |
| 0.007206751823425293, | |
| 0.007273024082183838, | |
| 0.00697926378250122, | |
| 0.0073340158462524415, | |
| 0.007003232002258301, | |
| 0.006994016170501709, | |
| 0.00693398380279541, | |
| 0.006860799789428711, | |
| 0.00670630407333374, | |
| 0.006507391929626465, | |
| 0.007025023937225342, | |
| 0.006804351806640625, | |
| 0.006619296073913574, | |
| 0.006730815887451172, | |
| 0.006847487926483154, | |
| 0.007002560138702393, | |
| 0.006616159915924073, | |
| 0.006460319995880127, | |
| 0.0064776320457458495, | |
| 0.006478015899658203, | |
| 0.006465343952178955, | |
| 0.006257855892181396, | |
| 0.006278592109680176, | |
| 0.006481728076934814, | |
| 0.006438943862915039, | |
| 0.006268256187438965, | |
| 0.006290207862854004, | |
| 0.0062494401931762695, | |
| 0.006248479843139649, | |
| 0.006333951950073242, | |
| 0.006268095970153808, | |
| 0.0062706880569458005, | |
| 0.00623638391494751, | |
| 0.006233248233795166, | |
| 0.006935999870300293, | |
| 0.006546879768371582, | |
| 0.00622441577911377, | |
| 0.006221792221069336, | |
| 0.006257120132446289, | |
| 0.006233983993530273, | |
| 0.006243199825286865, | |
| 0.006233888149261475, | |
| 0.006233952045440674, | |
| 0.006220863819122314, | |
| 0.00625497579574585, | |
| 0.006242656230926514, | |
| 0.006300288200378418, | |
| 0.006271135807037353, | |
| 0.006154176235198975, | |
| 0.006144544124603271, | |
| 0.006195519924163818, | |
| 0.006247647762298584, | |
| 0.0062382397651672365, | |
| 0.006240479946136475, | |
| 0.0062193918228149415, | |
| 0.006215072154998779, | |
| 0.006256127834320068, | |
| 0.00625273609161377, | |
| 0.006258240222930908, | |
| 0.006226880073547363, | |
| 0.006270592212677002 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 303.79087056500595 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 7.768551140655706e-08, | |
| "ram": 4.247371264868763e-08, | |
| "gpu": 1.5415589674509773e-07, | |
| "total": 2.7431512080034244e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 7290885.001762919 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1054.253056, | |
| "max_global_vram": 1353.187328, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 713.03168, | |
| "max_allocated": 509.845504 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 74, | |
| "total": 0.5141308484077453, | |
| "mean": 0.0069477141676722335, | |
| "stdev": 0.00041930061495810923, | |
| "p50": 0.00675111985206604, | |
| "p90": 0.00753579216003418, | |
| "p95": 0.007741200065612793, | |
| "p99": 0.007932199430465697, | |
| "values": [ | |
| 0.007818272113800049, | |
| 0.007724512100219727, | |
| 0.00782204818725586, | |
| 0.007582655906677246, | |
| 0.007494495868682861, | |
| 0.00730463981628418, | |
| 0.007223807811737061, | |
| 0.007339072227478027, | |
| 0.007252287864685058, | |
| 0.007408639907836914, | |
| 0.007438399791717529, | |
| 0.008230015754699707, | |
| 0.007772192001342774, | |
| 0.00753872013092041, | |
| 0.007588128089904785, | |
| 0.0075289602279663085, | |
| 0.007517632007598877, | |
| 0.0074423041343688965, | |
| 0.007353824138641357, | |
| 0.0073004159927368166, | |
| 0.007212575912475586, | |
| 0.007112544059753418, | |
| 0.007292928218841553, | |
| 0.007169536113739014, | |
| 0.006976511955261231, | |
| 0.0069853439331054685, | |
| 0.007313568115234375, | |
| 0.007221856117248535, | |
| 0.007054368019104004, | |
| 0.006846240043640137, | |
| 0.006826752185821533, | |
| 0.006830592155456543, | |
| 0.006788512229919433, | |
| 0.006764607906341553, | |
| 0.006585311889648437, | |
| 0.006858880043029785, | |
| 0.006799615859985351, | |
| 0.006702432155609131, | |
| 0.006577087879180908, | |
| 0.006572224140167236, | |
| 0.006612415790557861, | |
| 0.006579967975616455, | |
| 0.006577280044555664, | |
| 0.006553023815155029, | |
| 0.006579135894775391, | |
| 0.006644608020782471, | |
| 0.006660672187805175, | |
| 0.006971871852874756, | |
| 0.006737631797790527, | |
| 0.006600575923919678, | |
| 0.006690944194793701, | |
| 0.0065937919616699215, | |
| 0.006616896152496338, | |
| 0.0066078720092773435, | |
| 0.006609119892120361, | |
| 0.006575679779052735, | |
| 0.00656390380859375, | |
| 0.006624703884124756, | |
| 0.006577568054199219, | |
| 0.0066343040466308595, | |
| 0.0066315197944641115, | |
| 0.0065270400047302245, | |
| 0.006592576026916504, | |
| 0.00666099214553833, | |
| 0.006572896003723144, | |
| 0.006601888179779053, | |
| 0.006601503849029541, | |
| 0.00660038423538208, | |
| 0.006596960067749023, | |
| 0.006584832191467285, | |
| 0.006572256088256836, | |
| 0.006602367877960205, | |
| 0.006605184078216553, | |
| 0.0065959677696228024 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 143.93223092754846 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 7.529983691453707e-08, | |
| "ram": 4.1170143977132695e-08, | |
| "gpu": 1.4974748028053987e-07, | |
| "total": 2.6621746117220965e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 3756327.6112573403 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 74, | |
| "total": 0.4813660812377931, | |
| "mean": 0.006504947043753959, | |
| "stdev": 0.00035964708595812397, | |
| "p50": 0.0063564801216125484, | |
| "p90": 0.006984112215042114, | |
| "p95": 0.007192729449272156, | |
| "p99": 0.00740091917991638, | |
| "values": [ | |
| 0.007248832225799561, | |
| 0.0071823358535766605, | |
| 0.007290880203247071, | |
| 0.007066624164581299, | |
| 0.00693452787399292, | |
| 0.006793216228485107, | |
| 0.006718463897705078, | |
| 0.006815743923187256, | |
| 0.00673689603805542, | |
| 0.006895616054534912, | |
| 0.006912992000579834, | |
| 0.0076984319686889645, | |
| 0.0072120318412780765, | |
| 0.006975488185882568, | |
| 0.007016448020935059, | |
| 0.0069621758460998535, | |
| 0.006987808227539062, | |
| 0.0068915200233459475, | |
| 0.006822912216186523, | |
| 0.006774784088134766, | |
| 0.0066979842185974124, | |
| 0.006632448196411133, | |
| 0.006790143966674805, | |
| 0.0067338237762451176, | |
| 0.006558720111846924, | |
| 0.006536191940307618, | |
| 0.006848512172698974, | |
| 0.006702079772949219, | |
| 0.006626304149627686, | |
| 0.006426623821258545, | |
| 0.00643071985244751, | |
| 0.006434815883636475, | |
| 0.006392831802368164, | |
| 0.006372352123260498, | |
| 0.006201344013214111, | |
| 0.006458367824554443, | |
| 0.006404096126556396, | |
| 0.0063170561790466305, | |
| 0.006180863857269287, | |
| 0.006180863857269287, | |
| 0.0062156801223754886, | |
| 0.00619212818145752, | |
| 0.006187007904052734, | |
| 0.006168575763702393, | |
| 0.00618393611907959, | |
| 0.006258687973022461, | |
| 0.006205440044403076, | |
| 0.006554624080657959, | |
| 0.006340608119964599, | |
| 0.006205440044403076, | |
| 0.006293504238128662, | |
| 0.006198272228240966, | |
| 0.0062156801223754886, | |
| 0.006217728137969971, | |
| 0.006202367782592774, | |
| 0.006181888103485108, | |
| 0.006179840087890625, | |
| 0.006232063770294189, | |
| 0.00619212818145752, | |
| 0.006235136032104492, | |
| 0.0062341117858886715, | |
| 0.006123519897460937, | |
| 0.0062044157981872555, | |
| 0.006277120113372803, | |
| 0.006177792072296143, | |
| 0.006207488059997559, | |
| 0.006206463813781738, | |
| 0.006200319766998291, | |
| 0.0061972479820251464, | |
| 0.006190080165863037, | |
| 0.006187071800231933, | |
| 0.006217728137969971, | |
| 0.0062197761535644535, | |
| 0.006198336124420166 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 153.7291531005158 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |