IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
d956720
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": "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": 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", | |
"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": "0.2.0", | |
"optimum_benchmark_commit": "6422f8f56820540ec4876445962a50a44754b92e", | |
"transformers_version": "4.40.2", | |
"transformers_commit": null, | |
"accelerate_version": "0.30.1", | |
"accelerate_commit": null, | |
"diffusers_version": "0.27.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.3", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"prefill": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1045.17632, | |
"max_global_vram": 1118.420992, | |
"max_process_vram": 298939.015168, | |
"max_reserved": 725.614592, | |
"max_allocated": 512.832512 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 55, | |
"total": 0.5023045377731324, | |
"mean": 0.009132809777693315, | |
"stdev": 0.0006018544559813079, | |
"p50": 0.009191329002380372, | |
"p90": 0.009691839218139648, | |
"p95": 0.00984756679534912, | |
"p99": 0.010813051433563233, | |
"values": [ | |
0.011714200019836425, | |
0.009274527549743653, | |
0.009215489387512207, | |
0.008784770011901855, | |
0.008660131454467774, | |
0.008478852272033691, | |
0.008363011360168458, | |
0.00925596809387207, | |
0.009471327781677245, | |
0.00935484790802002, | |
0.009381248474121093, | |
0.009799806594848633, | |
0.009725566864013671, | |
0.009959007263183594, | |
0.009641247749328613, | |
0.00944108772277832, | |
0.009367327690124511, | |
0.009339967727661132, | |
0.010045406341552734, | |
0.009617246627807618, | |
0.009762846946716308, | |
0.009560288429260254, | |
0.009535167694091797, | |
0.009474528312683106, | |
0.009439008712768555, | |
0.009599327087402344, | |
0.009554368019104004, | |
0.008568129539489745, | |
0.008321731567382813, | |
0.008311491966247558, | |
0.008172932624816895, | |
0.008098213195800782, | |
0.008251651763916016, | |
0.00809037208557129, | |
0.008987489700317383, | |
0.009244769096374512, | |
0.00881997013092041, | |
0.008607490539550781, | |
0.008923169136047363, | |
0.009245087623596191, | |
0.009131169319152832, | |
0.009119809150695801, | |
0.009225728034973145, | |
0.009191329002380372, | |
0.009154369354248047, | |
0.009291648864746094, | |
0.009125728607177735, | |
0.00907900905609131, | |
0.009184928894042968, | |
0.008829250335693359, | |
0.009047490119934082, | |
0.008889570236206054, | |
0.008548451423645019, | |
0.008501730918884277, | |
0.008525251388549804 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 218.99065552476037 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"decode": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1045.17632, | |
"max_global_vram": 1118.420992, | |
"max_process_vram": 270515.306496, | |
"max_reserved": 725.614592, | |
"max_allocated": 513.056256 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 55, | |
"total": 0.5088627586364746, | |
"mean": 0.009252050157026813, | |
"stdev": 0.0006519687783885451, | |
"p50": 0.009278847694396972, | |
"p90": 0.009848894882202149, | |
"p95": 0.009944334506988525, | |
"p99": 0.011147012290954592, | |
"values": [ | |
0.009219808578491211, | |
0.009661087036132813, | |
0.009100289344787597, | |
0.008825570106506348, | |
0.008678689956665039, | |
0.008491010665893554, | |
0.008434532165527343, | |
0.009506688117980958, | |
0.00920060920715332, | |
0.009486687660217286, | |
0.009550687789916992, | |
0.009970206260681153, | |
0.009933246612548827, | |
0.009770047187805176, | |
0.009629886627197265, | |
0.009486528396606445, | |
0.009457247734069824, | |
0.009860286712646485, | |
0.009916605949401856, | |
0.009831807136535645, | |
0.009755967140197754, | |
0.009770207405090332, | |
0.00959180736541748, | |
0.009500288009643554, | |
0.009609247207641601, | |
0.012361878395080567, | |
0.010112126350402833, | |
0.008685730934143066, | |
0.00848237133026123, | |
0.008369251251220703, | |
0.008363011360168458, | |
0.008241572380065919, | |
0.008273411750793457, | |
0.008191493034362793, | |
0.00927052879333496, | |
0.009196768760681153, | |
0.008687010765075684, | |
0.009026209831237792, | |
0.009307808876037597, | |
0.009283808708190918, | |
0.009398528099060059, | |
0.009253088951110839, | |
0.009408928871154786, | |
0.009326369285583495, | |
0.009278847694396972, | |
0.009284768104553223, | |
0.009269728660583496, | |
0.009255007743835449, | |
0.009283808708190918, | |
0.008916609764099121, | |
0.009270208358764648, | |
0.008774370193481444, | |
0.008591330528259278, | |
0.008754851341247559, | |
0.008704289436340332 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 108.08415248813938 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"per_token": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"count": 54, | |
"total": 0.9925950279235841, | |
"mean": 0.018381389405992293, | |
"stdev": 0.001094082289675191, | |
"p50": 0.01850081729888916, | |
"p90": 0.019691404342651368, | |
"p95": 0.019849700736999508, | |
"p99": 0.020936798534393307, | |
"values": [ | |
0.01887513542175293, | |
0.018470176696777342, | |
0.017693859100341797, | |
0.017431779861450194, | |
0.017026021957397462, | |
0.016853864669799806, | |
0.01874825668334961, | |
0.018755775451660156, | |
0.0188591365814209, | |
0.01894153594970703, | |
0.019775131225585937, | |
0.019735132217407227, | |
0.019811452865600584, | |
0.01933353614807129, | |
0.018990976333618164, | |
0.018887775421142578, | |
0.01911897659301758, | |
0.020089372634887696, | |
0.019484254837036134, | |
0.019589372634887695, | |
0.019386016845703125, | |
0.019191616058349608, | |
0.01903817558288574, | |
0.0190383358001709, | |
0.021892406463623046, | |
0.019920732498168944, | |
0.017294662475585938, | |
0.016876102447509766, | |
0.016718984603881836, | |
0.016561704635620116, | |
0.016372743606567382, | |
0.01655914306640625, | |
0.016311464309692384, | |
0.018250978469848633, | |
0.0184800968170166, | |
0.017582979202270508, | |
0.017620420455932616, | |
0.018268577575683592, | |
0.01856585693359375, | |
0.018560897827148436, | |
0.01841289520263672, | |
0.01866841506958008, | |
0.018527296066284178, | |
0.0185007381439209, | |
0.018614015579223632, | |
0.018433055877685546, | |
0.018374658584594725, | |
0.018500896453857423, | |
0.017819139480590822, | |
0.01830953788757324, | |
0.01774873924255371, | |
0.01716650199890137, | |
0.017249059677124024, | |
0.01730665969848633 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 54.40285159695285 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |