IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
5a2b035
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", | |
"model": "openai-community/gpt2", | |
"library": "transformers", | |
"device": "cuda", | |
"device_ids": "0", | |
"seed": 42, | |
"inter_op_num_threads": null, | |
"intra_op_num_threads": null, | |
"hub_kwargs": { | |
"revision": "main", | |
"force_download": false, | |
"local_files_only": false, | |
"trust_remote_code": false | |
}, | |
"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": "3e2eebdc0f80ae6deeb2e1faad3e889ed5a4df2d", | |
"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": "0.9.16", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"prefill": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1047.945216, | |
"max_global_vram": 1118.425088, | |
"max_process_vram": 285219.606528, | |
"max_reserved": 725.614592, | |
"max_allocated": 512.832512 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 53, | |
"total": 0.5036106195449829, | |
"mean": 0.009502087161226093, | |
"stdev": 0.00043804482795613357, | |
"p50": 0.009412053108215333, | |
"p90": 0.00990225601196289, | |
"p95": 0.010106701469421386, | |
"p99": 0.01112758575439453, | |
"values": [ | |
0.011241152763366699, | |
0.009712530136108398, | |
0.0098778076171875, | |
0.009704211235046386, | |
0.009658611297607422, | |
0.009777809143066406, | |
0.009412053108215333, | |
0.009444533348083496, | |
0.009934927940368652, | |
0.009561652183532715, | |
0.009585811614990234, | |
0.009853487968444824, | |
0.009697810173034668, | |
0.009977486610412598, | |
0.009490612983703614, | |
0.009404053688049316, | |
0.009553972244262696, | |
0.009812369346618652, | |
0.01030052375793457, | |
0.00970436954498291, | |
0.009908368110656738, | |
0.009751568794250489, | |
0.009341014862060546, | |
0.009429813385009766, | |
0.009327415466308595, | |
0.009273015022277831, | |
0.00953477191925049, | |
0.009663411140441894, | |
0.009589971542358399, | |
0.011022754669189453, | |
0.00939621353149414, | |
0.009291093826293945, | |
0.009293014526367188, | |
0.009100216865539551, | |
0.009145016670227052, | |
0.009252215385437012, | |
0.009222775459289552, | |
0.009522932052612305, | |
0.009219735145568848, | |
0.009156856536865234, | |
0.009110297203063965, | |
0.009134615898132324, | |
0.009165976524353027, | |
0.00910789680480957, | |
0.009102135658264161, | |
0.00928837490081787, | |
0.009080698013305664, | |
0.009111256599426269, | |
0.0090811767578125, | |
0.009069018363952637, | |
0.009071896553039551, | |
0.009090136528015137, | |
0.009049178123474121 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 210.48007306869746 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"decode": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1047.945216, | |
"max_global_vram": 1118.437376, | |
"max_process_vram": 297961.41056, | |
"max_reserved": 725.614592, | |
"max_allocated": 513.056256 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 53, | |
"total": 0.5056981067657471, | |
"mean": 0.009541473712561267, | |
"stdev": 0.00033700349040542775, | |
"p50": 0.009443572998046875, | |
"p90": 0.009963534545898437, | |
"p95": 0.010009070205688477, | |
"p99": 0.01028773567199707, | |
"values": [ | |
0.009618290901184082, | |
0.0100134859085083, | |
0.009870448112487794, | |
0.009876208305358887, | |
0.009913647651672363, | |
0.009635411262512206, | |
0.009533652305603027, | |
0.009903887748718261, | |
0.009909646987915039, | |
0.009422133445739746, | |
0.009950286865234375, | |
0.009965646743774413, | |
0.009965486526489258, | |
0.009852048873901367, | |
0.009464853286743164, | |
0.009656370162963867, | |
0.009588211059570313, | |
0.010401802062988281, | |
0.010182443618774415, | |
0.0099094877243042, | |
0.009947406768798827, | |
0.009559412002563477, | |
0.009443572998046875, | |
0.009431254386901856, | |
0.009312053680419922, | |
0.009399092674255372, | |
0.009955726623535156, | |
0.009660210609436035, | |
0.010006126403808593, | |
0.009628371238708496, | |
0.009351094245910645, | |
0.009353653907775879, | |
0.009252055168151856, | |
0.009181495666503905, | |
0.009159735679626465, | |
0.00918021583557129, | |
0.009355733871459961, | |
0.009416852951049805, | |
0.009252535820007323, | |
0.009190936088562012, | |
0.009895567893981933, | |
0.00922757625579834, | |
0.009196056365966796, | |
0.00919429588317871, | |
0.009196696281433105, | |
0.009180855751037598, | |
0.00917525577545166, | |
0.009177495956420898, | |
0.009215255737304688, | |
0.009157336235046387, | |
0.009141176223754884, | |
0.009141817092895507, | |
0.009127735137939453 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 104.8056128565872 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"per_token": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"count": 52, | |
"total": 0.9908806209564208, | |
"mean": 0.01905539655685425, | |
"stdev": 0.0006711370669764621, | |
"p50": 0.019016024589538574, | |
"p90": 0.019906879997253418, | |
"p95": 0.020018814277648924, | |
"p99": 0.0208063881111145, | |
"values": [ | |
0.019712575912475584, | |
0.01983353614807129, | |
0.01962313652038574, | |
0.019625858306884767, | |
0.019522979736328126, | |
0.019015304565429686, | |
0.019295459747314454, | |
0.01993097686767578, | |
0.019117544174194336, | |
0.01947050094604492, | |
0.019885856628417967, | |
0.01972185516357422, | |
0.019909215927124024, | |
0.01905962371826172, | |
0.01906074333190918, | |
0.01921210479736328, | |
0.020126171112060547, | |
0.020578168869018556, | |
0.019679935455322265, | |
0.019928415298461913, | |
0.019450019836425782, | |
0.018831466674804686, | |
0.0188997859954834, | |
0.01873114776611328, | |
0.018707788467407227, | |
0.019455299377441407, | |
0.019393220901489257, | |
0.01938249969482422, | |
0.021043922424316405, | |
0.018823787689208983, | |
0.018671947479248045, | |
0.018598989486694337, | |
0.018302671432495116, | |
0.01835147285461426, | |
0.01845979118347168, | |
0.018589708328247072, | |
0.01901674461364746, | |
0.01851083183288574, | |
0.018396591186523436, | |
0.01903290367126465, | |
0.018389551162719727, | |
0.018405712127685547, | |
0.01833627128601074, | |
0.018326032638549806, | |
0.01850939178466797, | |
0.018281871795654298, | |
0.018341712951660157, | |
0.01833259201049805, | |
0.018268594741821288, | |
0.018245872497558595, | |
0.01827035140991211, | |
0.018212112426757812 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 52.47857198963927 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |