IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
d875d64
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_text-generation_openai-community/gpt2", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+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": "6", | |
| "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": 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": "warn", | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 128, | |
| "cpu_ram_mb": 1082015.256576, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.15.0-101-generic-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.12", | |
| "gpu": [ | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]", | |
| "Advanced Micro Devices, Inc. [AMD/ATI]" | |
| ], | |
| "gpu_count": 8, | |
| "gpu_vram_mb": 549621596160, | |
| "optimum_benchmark_version": "0.4.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.44.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.34.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.2", | |
| "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": 1042.108416, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 45278.18752, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 666.338304 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 8.08236865234375, | |
| "mean": 8.08236865234375, | |
| "stdev": 0.0, | |
| "p50": 8.08236865234375, | |
| "p90": 8.08236865234375, | |
| "p95": 8.08236865234375, | |
| "p99": 8.08236865234375, | |
| "values": [ | |
| 8.08236865234375 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1211.482112, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 294808.997888, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.035264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 63, | |
| "total": 0.5018019409179687, | |
| "mean": 0.00796511017330109, | |
| "stdev": 0.0001889863839674532, | |
| "p50": 0.007902092933654785, | |
| "p90": 0.008157101631164551, | |
| "p95": 0.008289533805847168, | |
| "p99": 0.00860043004989624, | |
| "values": [ | |
| 0.00796129322052002, | |
| 0.008073293685913085, | |
| 0.008249933242797852, | |
| 0.008086572647094727, | |
| 0.00835297393798828, | |
| 0.008329454421997071, | |
| 0.007987052917480468, | |
| 0.007880813121795654, | |
| 0.007902092933654785, | |
| 0.00788657283782959, | |
| 0.00790129280090332, | |
| 0.0078489727973938, | |
| 0.007912333011627198, | |
| 0.008068173408508302, | |
| 0.007872172832489014, | |
| 0.007883533000946045, | |
| 0.00793457317352295, | |
| 0.0078936128616333, | |
| 0.007903052806854247, | |
| 0.007907692909240722, | |
| 0.008045932769775391, | |
| 0.008161773681640625, | |
| 0.007861773014068603, | |
| 0.00783633279800415, | |
| 0.007845293045043946, | |
| 0.007832013130187988, | |
| 0.007861292839050293, | |
| 0.00812833309173584, | |
| 0.008293933868408203, | |
| 0.007972012996673584, | |
| 0.008005932807922363, | |
| 0.007947372913360595, | |
| 0.007916172981262208, | |
| 0.007968012809753417, | |
| 0.008009774208068848, | |
| 0.008071852684020995, | |
| 0.008138413429260255, | |
| 0.008015533447265626, | |
| 0.007960012912750244, | |
| 0.00900417423248291, | |
| 0.00792641305923462, | |
| 0.007884492874145508, | |
| 0.007864013195037841, | |
| 0.007848173141479493, | |
| 0.007859373092651367, | |
| 0.007971852779388429, | |
| 0.008117773056030274, | |
| 0.007786413192749023, | |
| 0.007783852100372315, | |
| 0.007813932895660401, | |
| 0.007843213081359863, | |
| 0.00788945198059082, | |
| 0.008181292533874512, | |
| 0.007862092971801758, | |
| 0.007812491893768311, | |
| 0.00782545280456543, | |
| 0.007825613021850586, | |
| 0.00782705307006836, | |
| 0.007827372074127197, | |
| 0.007837613105773926, | |
| 0.00784833288192749, | |
| 0.007797772884368896, | |
| 0.00785649299621582 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 251.09508299131443 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1211.482112, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 261355.02848, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.259008 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 63, | |
| "total": 0.4991356954574584, | |
| "mean": 0.007922788816785056, | |
| "stdev": 0.0015590660820285157, | |
| "p50": 0.007565132141113281, | |
| "p90": 0.00795166187286377, | |
| "p95": 0.008465213489532471, | |
| "p99": 0.016145366668701176, | |
| "values": [ | |
| 0.007707211971282959, | |
| 0.00801809310913086, | |
| 0.00786577320098877, | |
| 0.007890732765197753, | |
| 0.00790609312057495, | |
| 0.007638251781463623, | |
| 0.007535212993621826, | |
| 0.007525452136993408, | |
| 0.007512012004852295, | |
| 0.0077091331481933595, | |
| 0.0075715317726135255, | |
| 0.007513453006744384, | |
| 0.007548652172088623, | |
| 0.007570413112640381, | |
| 0.007561771869659424, | |
| 0.0075680122375488285, | |
| 0.007556172847747802, | |
| 0.007565132141113281, | |
| 0.007557773113250733, | |
| 0.01537922477722168, | |
| 0.007521771907806397, | |
| 0.007628171920776367, | |
| 0.007627693176269532, | |
| 0.007514091968536377, | |
| 0.0075312118530273435, | |
| 0.007503851890563965, | |
| 0.007504013061523438, | |
| 0.00799793291091919, | |
| 0.007801291942596436, | |
| 0.008711533546447754, | |
| 0.00763105297088623, | |
| 0.007610412120819092, | |
| 0.007625772953033448, | |
| 0.00771809196472168, | |
| 0.007723532199859619, | |
| 0.007947052955627441, | |
| 0.007562091827392578, | |
| 0.0076185731887817385, | |
| 0.007596972942352295, | |
| 0.007670093059539795, | |
| 0.007499052047729492, | |
| 0.007438571929931641, | |
| 0.007536333084106445, | |
| 0.007471052169799805, | |
| 0.007506092071533203, | |
| 0.01739538764953613, | |
| 0.0074412918090820315, | |
| 0.007528491973876953, | |
| 0.008514893531799317, | |
| 0.0075092921257019045, | |
| 0.007473773002624512, | |
| 0.00795281410217285, | |
| 0.007544171810150146, | |
| 0.007511853218078613, | |
| 0.007551692962646485, | |
| 0.007523531913757324, | |
| 0.007528652191162109, | |
| 0.00758529281616211, | |
| 0.0075548930168151856, | |
| 0.007579852104187012, | |
| 0.007550732135772705, | |
| 0.007643853187561035, | |
| 0.007548810958862305 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 126.21818189592794 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 63, | |
| "total": 0.464317883014679, | |
| "mean": 0.007370125127217127, | |
| "stdev": 0.0015680124739627982, | |
| "p50": 0.007025132179260254, | |
| "p90": 0.0073981569290161135, | |
| "p95": 0.00789780502319336, | |
| "p99": 0.015639881305694586, | |
| "values": [ | |
| 0.007218731880187988, | |
| 0.007484811782836914, | |
| 0.007373132228851318, | |
| 0.00740017318725586, | |
| 0.007390091896057129, | |
| 0.007127050876617432, | |
| 0.00702753210067749, | |
| 0.007024170875549317, | |
| 0.007025132179260254, | |
| 0.007212811946868896, | |
| 0.007052812099456787, | |
| 0.006996332168579101, | |
| 0.007010731220245361, | |
| 0.007026572227478028, | |
| 0.0070160112380981444, | |
| 0.007044171810150147, | |
| 0.007027212142944336, | |
| 0.007049931049346924, | |
| 0.007036652088165283, | |
| 0.014864983558654786, | |
| 0.006993452072143555, | |
| 0.007035851001739502, | |
| 0.007107212066650391, | |
| 0.006981131076812744, | |
| 0.007005451202392578, | |
| 0.006974411010742187, | |
| 0.00698065185546875, | |
| 0.007425292015075684, | |
| 0.007249452114105224, | |
| 0.008145133018493652, | |
| 0.007072172164916992, | |
| 0.0070324912071228025, | |
| 0.0070731320381164555, | |
| 0.007047370910644531, | |
| 0.00708289098739624, | |
| 0.007284972190856933, | |
| 0.007020330905914306, | |
| 0.0069862518310546875, | |
| 0.007008331775665283, | |
| 0.007081292152404785, | |
| 0.006959210872650146, | |
| 0.00691185188293457, | |
| 0.006968172073364258, | |
| 0.006916650772094727, | |
| 0.006940170764923096, | |
| 0.01690418815612793, | |
| 0.00694209098815918, | |
| 0.006898251056671143, | |
| 0.007943693161010743, | |
| 0.006945291042327881, | |
| 0.006964972019195556, | |
| 0.007367053031921387, | |
| 0.006951210975646972, | |
| 0.00693201208114624, | |
| 0.006973132133483887, | |
| 0.00696881103515625, | |
| 0.006951371192932129, | |
| 0.006971211910247803, | |
| 0.00696865177154541, | |
| 0.006994091033935547, | |
| 0.006918410778045655, | |
| 0.00706577205657959, | |
| 0.0069652900695800785 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 135.68290669952142 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |