IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
7409b57
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": "bc4d55acdaf328bd5108ceb452b0f0a0c042200e", | |
| "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": 899.248128, | |
| "max_global_vram": 1011.744768, | |
| "max_process_vram": 46100.361216, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 666.339328 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.42910400390625, | |
| "mean": 7.42910400390625, | |
| "stdev": 0.0, | |
| "p50": 7.42910400390625, | |
| "p90": 7.42910400390625, | |
| "p95": 7.42910400390625, | |
| "p99": 7.42910400390625, | |
| "values": [ | |
| 7.42910400390625 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1053.556736, | |
| "max_global_vram": 1107.480576, | |
| "max_process_vram": 285378.506752, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.035264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 59, | |
| "total": 0.5005449161529543, | |
| "mean": 0.008483812138185661, | |
| "stdev": 0.0007124104960165958, | |
| "p50": 0.008350855827331543, | |
| "p90": 0.009111172676086427, | |
| "p95": 0.009544786834716797, | |
| "p99": 0.010816928367614751, | |
| "values": [ | |
| 0.009629891395568848, | |
| 0.009667812347412109, | |
| 0.009535330772399903, | |
| 0.009183491706848144, | |
| 0.009240772247314453, | |
| 0.009093092918395997, | |
| 0.008531654357910156, | |
| 0.008683493614196777, | |
| 0.008350855827331543, | |
| 0.008272134780883789, | |
| 0.008639174461364746, | |
| 0.008421255111694335, | |
| 0.012403802871704101, | |
| 0.008433895111083984, | |
| 0.008225094795227051, | |
| 0.00783021593093872, | |
| 0.007892615795135498, | |
| 0.007881737232208252, | |
| 0.007850377082824708, | |
| 0.007867337226867676, | |
| 0.008025575637817382, | |
| 0.0083556547164917, | |
| 0.008163496017456055, | |
| 0.008071335792541504, | |
| 0.007878376960754394, | |
| 0.007891016960144043, | |
| 0.007887977123260498, | |
| 0.007899336814880371, | |
| 0.007925096035003663, | |
| 0.008140616416931153, | |
| 0.008097736358642579, | |
| 0.007892295837402344, | |
| 0.008090375900268554, | |
| 0.007896936893463135, | |
| 0.007873095989227296, | |
| 0.007897896766662598, | |
| 0.007907017230987549, | |
| 0.007897256851196289, | |
| 0.007949096202850342, | |
| 0.00790205717086792, | |
| 0.008482694625854492, | |
| 0.008302375793457032, | |
| 0.00813853645324707, | |
| 0.00865085506439209, | |
| 0.00822813606262207, | |
| 0.008695014953613281, | |
| 0.008835973739624024, | |
| 0.008891813278198242, | |
| 0.008841733932495117, | |
| 0.00883021354675293, | |
| 0.008838374137878418, | |
| 0.008824294090270995, | |
| 0.008830533981323243, | |
| 0.00882253360748291, | |
| 0.008804614067077637, | |
| 0.00880013370513916, | |
| 0.008826053619384766, | |
| 0.008817254066467285, | |
| 0.008807494163513183 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 235.74307957598384 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1053.556736, | |
| "max_global_vram": 1107.51744, | |
| "max_process_vram": 307244.150784, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.259008 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 59, | |
| "total": 0.49722940969467133, | |
| "mean": 0.00842761711346901, | |
| "stdev": 0.00035110462209494016, | |
| "p50": 0.008418695449829101, | |
| "p90": 0.008811526107788086, | |
| "p95": 0.008981797981262207, | |
| "p99": 0.009378000812530518, | |
| "values": [ | |
| 0.00937101173400879, | |
| 0.009387652397155761, | |
| 0.00898013401031494, | |
| 0.008996773719787597, | |
| 0.008861574172973632, | |
| 0.008780613899230957, | |
| 0.008612614631652832, | |
| 0.008248135566711426, | |
| 0.00828189468383789, | |
| 0.00865629482269287, | |
| 0.00843741512298584, | |
| 0.008491174697875976, | |
| 0.00869917392730713, | |
| 0.008469574928283692, | |
| 0.008035496711730957, | |
| 0.007943656921386719, | |
| 0.00801629638671875, | |
| 0.008134535789489746, | |
| 0.007959176063537597, | |
| 0.00796669578552246, | |
| 0.008418695449829101, | |
| 0.008386375427246094, | |
| 0.008368775367736817, | |
| 0.007945257186889649, | |
| 0.007911656856536865, | |
| 0.007914377212524413, | |
| 0.008027655601501465, | |
| 0.008036935806274414, | |
| 0.008049896240234375, | |
| 0.008318856239318847, | |
| 0.008258536338806152, | |
| 0.00814189624786377, | |
| 0.008029576301574706, | |
| 0.008144776344299316, | |
| 0.008014857292175293, | |
| 0.00829549503326416, | |
| 0.008181095123291016, | |
| 0.008163816452026367, | |
| 0.008139656066894532, | |
| 0.008116455078125, | |
| 0.008691333770751953, | |
| 0.008546053886413574, | |
| 0.008325895309448243, | |
| 0.008799014091491699, | |
| 0.008287336349487305, | |
| 0.008726214408874512, | |
| 0.008681894302368164, | |
| 0.008611655235290528, | |
| 0.008891013145446778, | |
| 0.008672134399414062, | |
| 0.008681254386901855, | |
| 0.008656614303588868, | |
| 0.008667174339294434, | |
| 0.008655014038085938, | |
| 0.008657254219055176, | |
| 0.008607974052429199, | |
| 0.008612934112548829, | |
| 0.008651973724365235, | |
| 0.008612133979797364 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 118.65750265300981 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 59, | |
| "total": 0.4513247423171997, | |
| "mean": 0.007649571903681351, | |
| "stdev": 0.00039672479442452534, | |
| "p50": 0.007631017208099365, | |
| "p90": 0.008108616065979004, | |
| "p95": 0.008290232372283936, | |
| "p99": 0.008592739429473877, | |
| "values": [ | |
| 0.008607495307922363, | |
| 0.008582054138183593, | |
| 0.008290375709533691, | |
| 0.008290216445922852, | |
| 0.008194375991821289, | |
| 0.008035016059875489, | |
| 0.007855017185211182, | |
| 0.007540137767791748, | |
| 0.007489256858825684, | |
| 0.007854697227478027, | |
| 0.007705417156219483, | |
| 0.007720296859741211, | |
| 0.007863496780395508, | |
| 0.00770557689666748, | |
| 0.007171978950500488, | |
| 0.007176778793334961, | |
| 0.0072078189849853515, | |
| 0.007263978958129883, | |
| 0.007150057792663574, | |
| 0.0071670179367065425, | |
| 0.007631017208099365, | |
| 0.007535178184509278, | |
| 0.007525897979736328, | |
| 0.007130218982696533, | |
| 0.007140618801116943, | |
| 0.007127338886260986, | |
| 0.007168299198150635, | |
| 0.0071455779075622556, | |
| 0.007197578907012939, | |
| 0.007412298202514649, | |
| 0.007462858200073242, | |
| 0.007261259078979492, | |
| 0.007203498840332031, | |
| 0.00724141788482666, | |
| 0.0072095789909362796, | |
| 0.007385578155517578, | |
| 0.007257418155670166, | |
| 0.007381577968597412, | |
| 0.007269419193267822, | |
| 0.007254858016967774, | |
| 0.007808937072753906, | |
| 0.007747497081756592, | |
| 0.0075254178047180174, | |
| 0.00809213638305664, | |
| 0.007588138103485107, | |
| 0.008032296180725098, | |
| 0.008044136047363282, | |
| 0.007904137134552002, | |
| 0.008174534797668456, | |
| 0.007994855880737305, | |
| 0.007960296154022217, | |
| 0.007988776206970215, | |
| 0.007970695972442626, | |
| 0.00794877576828003, | |
| 0.007970217227935792, | |
| 0.007939655780792237, | |
| 0.007925576210021972, | |
| 0.007974535942077636, | |
| 0.007921576023101807 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 130.7262697300421 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |