IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
64a220c
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": 800.530432, | |
| "max_global_vram": 1362.624512, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 666.338304 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.97512109375, | |
| "mean": 7.97512109375, | |
| "stdev": 0.0, | |
| "p50": 7.97512109375, | |
| "p90": 7.97512109375, | |
| "p95": 7.97512109375, | |
| "p99": 7.97512109375, | |
| "values": [ | |
| 7.97512109375 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 2.4918459868045616e-06, | |
| "ram": 1.3465446340846284e-06, | |
| "gpu": 3.4975027979999417e-06, | |
| "total": 7.335893418889132e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1207.590912, | |
| "max_global_vram": 1373.110272, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 522.210304 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 76, | |
| "total": 0.491967586517334, | |
| "mean": 0.0064732577173333425, | |
| "stdev": 0.000321917235173787, | |
| "p50": 0.006342623949050903, | |
| "p90": 0.006666399955749512, | |
| "p95": 0.007061072111129761, | |
| "p99": 0.007818583965301515, | |
| "values": [ | |
| 0.007794816017150879, | |
| 0.007036640167236328, | |
| 0.007134367942810058, | |
| 0.006524352073669434, | |
| 0.006411935806274414, | |
| 0.006306560039520264, | |
| 0.006289663791656494, | |
| 0.00630953598022461, | |
| 0.0062964801788330076, | |
| 0.0062873601913452145, | |
| 0.006254496097564698, | |
| 0.0062624640464782715, | |
| 0.006292384147644043, | |
| 0.006301536083221436, | |
| 0.006286719799041748, | |
| 0.006246016025543213, | |
| 0.006273471832275391, | |
| 0.006260191917419434, | |
| 0.006262559890747071, | |
| 0.006241600036621094, | |
| 0.006486368179321289, | |
| 0.006532159805297852, | |
| 0.0062549118995666505, | |
| 0.0062436480522155766, | |
| 0.006302656173706055, | |
| 0.006283552169799805, | |
| 0.006336927890777588, | |
| 0.006296288013458252, | |
| 0.006244895935058593, | |
| 0.006302656173706055, | |
| 0.006277376174926757, | |
| 0.006258143901824951, | |
| 0.006304416179656982, | |
| 0.006503680229187012, | |
| 0.006295199871063232, | |
| 0.0062585601806640625, | |
| 0.006275872230529785, | |
| 0.006339168071746826, | |
| 0.007750304222106934, | |
| 0.006674655914306641, | |
| 0.006292448043823242, | |
| 0.006690336227416992, | |
| 0.006652224063873291, | |
| 0.0063415999412536625, | |
| 0.006343647956848144, | |
| 0.006513984203338623, | |
| 0.00625980806350708, | |
| 0.00624022388458252, | |
| 0.0065792641639709475, | |
| 0.006535359859466553, | |
| 0.006454304218292236, | |
| 0.006531295776367188, | |
| 0.006304160118103027, | |
| 0.006552800178527832, | |
| 0.0066581439971923825, | |
| 0.006493728160858154, | |
| 0.006540383815765381, | |
| 0.006503712177276611, | |
| 0.006554687976837158, | |
| 0.006587232112884521, | |
| 0.006481503963470459, | |
| 0.006480800151824951, | |
| 0.007889887809753419, | |
| 0.006679840087890625, | |
| 0.006578752040863037, | |
| 0.006552639961242676, | |
| 0.006263423919677735, | |
| 0.00624835205078125, | |
| 0.0062979841232299804, | |
| 0.0064728641510009765, | |
| 0.0064694080352783205, | |
| 0.006512864112854004, | |
| 0.006532608032226562, | |
| 0.006488160133361816, | |
| 0.006541567802429199, | |
| 0.00655299186706543 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 308.96344427082374 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 7.903065710540773e-08, | |
| "ram": 4.306420509493339e-08, | |
| "gpu": 1.6138717841059543e-07, | |
| "total": 2.834820406109365e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 7055120.654873829 | |
| } | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1225.936896, | |
| "max_global_vram": 1373.110272, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 522.434048 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 76, | |
| "total": 0.5182727680206299, | |
| "mean": 0.006819378526587236, | |
| "stdev": 0.00034343982539088196, | |
| "p50": 0.0067708961963653565, | |
| "p90": 0.007040752172470093, | |
| "p95": 0.007531751871109009, | |
| "p99": 0.008166271924972535, | |
| "values": [ | |
| 0.007860479831695556, | |
| 0.007422175884246826, | |
| 0.00787721586227417, | |
| 0.00657916784286499, | |
| 0.006610559940338135, | |
| 0.006602272033691407, | |
| 0.006608416080474853, | |
| 0.006580639839172364, | |
| 0.006747263908386231, | |
| 0.006584959983825684, | |
| 0.006617728233337402, | |
| 0.006613152027130127, | |
| 0.006568319797515869, | |
| 0.00658073616027832, | |
| 0.006606847763061524, | |
| 0.006599999904632568, | |
| 0.006584320068359375, | |
| 0.006553023815155029, | |
| 0.0065799360275268556, | |
| 0.006755008220672608, | |
| 0.006848000049591065, | |
| 0.006965216159820557, | |
| 0.006600031852722168, | |
| 0.006585887908935547, | |
| 0.0065456957817077634, | |
| 0.006594367980957031, | |
| 0.006582816123962402, | |
| 0.006574975967407227, | |
| 0.006572959899902343, | |
| 0.006626272201538086, | |
| 0.006591104030609131, | |
| 0.006581215858459472, | |
| 0.006591008186340332, | |
| 0.006890880107879639, | |
| 0.006672863960266113, | |
| 0.006586559772491455, | |
| 0.00656387186050415, | |
| 0.006616543769836425, | |
| 0.007041344165802002, | |
| 0.006835775852203369, | |
| 0.007272096157073975, | |
| 0.0068607358932495114, | |
| 0.006963647842407226, | |
| 0.006577951908111572, | |
| 0.006902656078338623, | |
| 0.006823200225830078, | |
| 0.006600128173828125, | |
| 0.006735968112945557, | |
| 0.006832608222961426, | |
| 0.006852352142333985, | |
| 0.0068130559921264645, | |
| 0.006897056102752685, | |
| 0.008109375953674317, | |
| 0.006805408000946045, | |
| 0.007040160179138184, | |
| 0.006867712020874024, | |
| 0.0068494720458984375, | |
| 0.007039680004119873, | |
| 0.00686243200302124, | |
| 0.006910079956054687, | |
| 0.006958176136016845, | |
| 0.007086719989776611, | |
| 0.008336959838867187, | |
| 0.0068772158622741695, | |
| 0.006820352077484131, | |
| 0.006821023941040039, | |
| 0.006582208156585693, | |
| 0.0065838079452514645, | |
| 0.00656547212600708, | |
| 0.006825183868408203, | |
| 0.006852608203887939, | |
| 0.00684496021270752, | |
| 0.006886496067047119, | |
| 0.006995999813079834, | |
| 0.006786784172058105, | |
| 0.006833407878875732 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 146.64092865665444 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 7.20409435011303e-08, | |
| "ram": 3.9494215827274145e-08, | |
| "gpu": 1.448683408552308e-07, | |
| "total": 2.564035001836353e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "tokens/kWh", | |
| "value": 3900102.764914689 | |
| } | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 76, | |
| "total": 0.48786339139938356, | |
| "mean": 0.00641925514999189, | |
| "stdev": 0.0003133049350307412, | |
| "p50": 0.006383103847503662, | |
| "p90": 0.006632447957992554, | |
| "p95": 0.006991103887557983, | |
| "p99": 0.0077053200006484985, | |
| "values": [ | |
| 0.007268352031707764, | |
| 0.0068986878395080565, | |
| 0.007371776103973389, | |
| 0.006198272228240966, | |
| 0.00622489595413208, | |
| 0.006217728137969971, | |
| 0.006230016231536865, | |
| 0.006200319766998291, | |
| 0.00636521577835083, | |
| 0.006198239803314209, | |
| 0.006237184047698975, | |
| 0.006235136032104492, | |
| 0.006189055919647217, | |
| 0.006180863857269287, | |
| 0.006217728137969971, | |
| 0.0062228479385375976, | |
| 0.0061972479820251464, | |
| 0.00617574405670166, | |
| 0.0061931519508361815, | |
| 0.006367231845855713, | |
| 0.006459392070770263, | |
| 0.006559743881225586, | |
| 0.006221824169158936, | |
| 0.00620851182937622, | |
| 0.006165503978729248, | |
| 0.006161407947540283, | |
| 0.006206463813781738, | |
| 0.006198272228240966, | |
| 0.006196224212646485, | |
| 0.006246399879455566, | |
| 0.006202367782592774, | |
| 0.006201344013214111, | |
| 0.006206463813781738, | |
| 0.006499328136444092, | |
| 0.006295551776885986, | |
| 0.006208479881286621, | |
| 0.0061859841346740725, | |
| 0.00623308801651001, | |
| 0.006615039825439453, | |
| 0.0064430079460144046, | |
| 0.00684441614151001, | |
| 0.006464511871337891, | |
| 0.006555647850036621, | |
| 0.006198272228240966, | |
| 0.006511616230010986, | |
| 0.006401055812835693, | |
| 0.006221824169158936, | |
| 0.0063539199829101565, | |
| 0.006442016124725342, | |
| 0.006463488101959228, | |
| 0.006426623821258545, | |
| 0.0065075201988220215, | |
| 0.007670752048492432, | |
| 0.006406144142150879, | |
| 0.006649856090545654, | |
| 0.006478847980499268, | |
| 0.006423552036285401, | |
| 0.0066499199867248535, | |
| 0.006468607902526856, | |
| 0.006498303890228272, | |
| 0.006558720111846924, | |
| 0.006597631931304931, | |
| 0.007809023857116699, | |
| 0.006475776195526123, | |
| 0.00643174409866333, | |
| 0.006423552036285401, | |
| 0.006202367782592774, | |
| 0.006200352191925049, | |
| 0.006177792072296143, | |
| 0.006415359973907471, | |
| 0.006462463855743408, | |
| 0.006440959930419922, | |
| 0.0064880638122558594, | |
| 0.006599679946899414, | |
| 0.006398975849151611, | |
| 0.00643993616104126 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 155.78131366242133 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |