IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
9e206ac
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": "5", | |
| "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": "0.34.2", | |
| "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": 1079.578624, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 47750.868992, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 666.338304 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 8.3883388671875, | |
| "mean": 8.3883388671875, | |
| "stdev": 0.0, | |
| "p50": 8.3883388671875, | |
| "p90": 8.3883388671875, | |
| "p95": 8.3883388671875, | |
| "p99": 8.3883388671875, | |
| "values": [ | |
| 8.3883388671875 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "prefill": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1248.845824, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 300809.076736, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.035264 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 62, | |
| "total": 0.5137956986427307, | |
| "mean": 0.008287027397463398, | |
| "stdev": 0.0018083759384651798, | |
| "p50": 0.007934461116790772, | |
| "p90": 0.0087270827293396, | |
| "p95": 0.008751570653915405, | |
| "p99": 0.014092603483200081, | |
| "values": [ | |
| 0.008973258018493652, | |
| 0.00856493854522705, | |
| 0.008542379379272462, | |
| 0.008369099617004395, | |
| 0.008196940422058105, | |
| 0.007935821056365967, | |
| 0.008094220161437989, | |
| 0.007942700862884521, | |
| 0.008152459144592285, | |
| 0.007998859882354737, | |
| 0.00794286012649536, | |
| 0.007935821056365967, | |
| 0.00804557991027832, | |
| 0.008250539779663085, | |
| 0.00808318042755127, | |
| 0.008023980140686036, | |
| 0.007908620834350587, | |
| 0.008074060440063476, | |
| 0.008374858856201171, | |
| 0.00797870111465454, | |
| 0.00776862096786499, | |
| 0.007904301166534424, | |
| 0.007743821144104004, | |
| 0.0077035012245178225, | |
| 0.007933101177215577, | |
| 0.00776814079284668, | |
| 0.007910860061645509, | |
| 0.007735341072082519, | |
| 0.007754061222076416, | |
| 0.007759340763092041, | |
| 0.007762381076812744, | |
| 0.007748620986938477, | |
| 0.007721580982208252, | |
| 0.007744941234588623, | |
| 0.007737260818481445, | |
| 0.00774958086013794, | |
| 0.007769741058349609, | |
| 0.007743020057678223, | |
| 0.007771020889282227, | |
| 0.007764461040496826, | |
| 0.007787341117858886, | |
| 0.007752301216125489, | |
| 0.007723180770874023, | |
| 0.007767820835113525, | |
| 0.007721261024475097, | |
| 0.00782270097732544, | |
| 0.007713901042938232, | |
| 0.007721580982208252, | |
| 0.007735500812530518, | |
| 0.007753261089324951, | |
| 0.02209978485107422, | |
| 0.008722219467163086, | |
| 0.008042860031127929, | |
| 0.008702218055725098, | |
| 0.008739019393920898, | |
| 0.008727338790893555, | |
| 0.008606538772583008, | |
| 0.008724778175354005, | |
| 0.008706857681274414, | |
| 0.008746858596801757, | |
| 0.008751818656921387, | |
| 0.008843977928161622 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 241.34106285351322 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "decode": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1248.956416, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 296865.501184, | |
| "max_reserved": 725.614592, | |
| "max_allocated": 513.259008 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 62, | |
| "total": 0.4877149634361268, | |
| "mean": 0.007866370378002044, | |
| "stdev": 0.0014870821803774934, | |
| "p50": 0.007511181354522705, | |
| "p90": 0.00822497158050537, | |
| "p95": 0.008374571228027343, | |
| "p99": 0.013996106920242314, | |
| "values": [ | |
| 0.008272139549255372, | |
| 0.008046859741210938, | |
| 0.008142379760742188, | |
| 0.007846380233764648, | |
| 0.007578382015228272, | |
| 0.007552620887756348, | |
| 0.007574381828308105, | |
| 0.007791660785675049, | |
| 0.007662062168121338, | |
| 0.007753261089324951, | |
| 0.007511181831359863, | |
| 0.007571341037750244, | |
| 0.007608302116394043, | |
| 0.010995173454284668, | |
| 0.007600621223449707, | |
| 0.007387182235717773, | |
| 0.007551180839538574, | |
| 0.007478702068328858, | |
| 0.007847341060638427, | |
| 0.007511180877685547, | |
| 0.00752558183670044, | |
| 0.0073185420036315915, | |
| 0.007498860836029053, | |
| 0.018689874649047852, | |
| 0.007363501071929931, | |
| 0.007399181842803955, | |
| 0.007344461917877197, | |
| 0.007380142211914063, | |
| 0.007382542133331299, | |
| 0.0073675022125244145, | |
| 0.007402542114257812, | |
| 0.0073884611129760745, | |
| 0.007361581802368164, | |
| 0.0073276619911193846, | |
| 0.007406221866607666, | |
| 0.007448462009429932, | |
| 0.0073846220970153805, | |
| 0.007330542087554932, | |
| 0.007387182235717773, | |
| 0.007369582176208496, | |
| 0.007353742122650147, | |
| 0.007311341762542725, | |
| 0.00734318208694458, | |
| 0.007338700771331787, | |
| 0.0073276619911193846, | |
| 0.007377421855926514, | |
| 0.0073155021667480466, | |
| 0.007316301822662354, | |
| 0.007477901935577393, | |
| 0.007325582027435303, | |
| 0.008393580436706544, | |
| 0.007627020835876465, | |
| 0.007836141109466553, | |
| 0.00817646026611328, | |
| 0.008210859298706054, | |
| 0.008226539611816406, | |
| 0.008172300338745117, | |
| 0.00831134033203125, | |
| 0.008188299179077149, | |
| 0.008169739723205567, | |
| 0.008178059577941894, | |
| 0.008377899169921875 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 127.12343202100624 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "per_token": { | |
| "memory": null, | |
| "latency": { | |
| "unit": "s", | |
| "count": 62, | |
| "total": 0.4552617616653444, | |
| "mean": 0.007342931639763617, | |
| "stdev": 0.001493513745655749, | |
| "p50": 0.006988223075866699, | |
| "p90": 0.007681277227401734, | |
| "p95": 0.007863611936569212, | |
| "p99": 0.013487751226425175, | |
| "values": [ | |
| 0.00767358112335205, | |
| 0.007443181037902832, | |
| 0.007517741203308105, | |
| 0.007271502017974853, | |
| 0.007017262935638428, | |
| 0.00701710319519043, | |
| 0.007026223182678223, | |
| 0.007246702194213867, | |
| 0.007096942901611328, | |
| 0.007188782215118408, | |
| 0.006985103130340576, | |
| 0.0070020627975463864, | |
| 0.007026863098144531, | |
| 0.010446694374084473, | |
| 0.0070607829093933105, | |
| 0.006861584186553955, | |
| 0.007045901775360107, | |
| 0.0069324631690979, | |
| 0.007317101955413819, | |
| 0.006987183094024658, | |
| 0.0070393428802490235, | |
| 0.0068211030960083005, | |
| 0.0069892630577087405, | |
| 0.018244276046752928, | |
| 0.006864142894744873, | |
| 0.006874223232269287, | |
| 0.0068491029739379886, | |
| 0.00685502290725708, | |
| 0.006883183002471924, | |
| 0.006851343154907227, | |
| 0.0068566231727600095, | |
| 0.006878862857818604, | |
| 0.006836623191833496, | |
| 0.006819343090057373, | |
| 0.006876943111419678, | |
| 0.006957582950592041, | |
| 0.006861903190612793, | |
| 0.0068307042121887205, | |
| 0.006857102870941162, | |
| 0.006856142997741699, | |
| 0.006831343173980713, | |
| 0.006814702987670899, | |
| 0.006843983173370361, | |
| 0.006831822872161865, | |
| 0.00681390380859375, | |
| 0.006853743076324463, | |
| 0.0068044629096984865, | |
| 0.006853423118591309, | |
| 0.006969422817230225, | |
| 0.006828143119812012, | |
| 0.00786734104156494, | |
| 0.007183661937713623, | |
| 0.007344302177429199, | |
| 0.007681741237640381, | |
| 0.0076892609596252446, | |
| 0.007664300918579101, | |
| 0.007663500785827637, | |
| 0.0077958211898803715, | |
| 0.007677101135253907, | |
| 0.007656460762023926, | |
| 0.007658541202545166, | |
| 0.007867179870605468 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "tokens/s", | |
| "value": 136.18538876009364 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |