IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
e272325
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", | |
"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": "bf00581ca84403c7aba5a4a8f646e796f7b72599", | |
"transformers_version": "4.42.3", | |
"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": { | |
"prefill": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1067.380736, | |
"max_global_vram": 1095.749632, | |
"max_process_vram": 201040.994304, | |
"max_reserved": 713.03168, | |
"max_allocated": 500.44672 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 59, | |
"total": 0.5224557027816773, | |
"mean": 0.008855181403079277, | |
"stdev": 0.00043875484854685525, | |
"p50": 0.00869965362548828, | |
"p90": 0.009120069122314453, | |
"p95": 0.009369267559051512, | |
"p99": 0.010977483806610108, | |
"values": [ | |
0.010903966903686524, | |
0.009213891983032227, | |
0.009109573364257812, | |
0.009016292572021484, | |
0.008912452697753906, | |
0.009162052154541016, | |
0.008969252586364745, | |
0.009506211280822754, | |
0.00935405158996582, | |
0.011079007148742676, | |
0.00904829216003418, | |
0.00884941291809082, | |
0.008982373237609862, | |
0.00892749309539795, | |
0.008741573333740234, | |
0.008721572875976562, | |
0.008724453926086426, | |
0.008687973976135254, | |
0.008691333770751953, | |
0.008675173759460449, | |
0.008668133735656738, | |
0.00869869327545166, | |
0.008723012924194336, | |
0.008701414108276366, | |
0.008675173759460449, | |
0.00865549373626709, | |
0.008714372634887696, | |
0.008685894012451172, | |
0.008698054313659668, | |
0.00867245388031006, | |
0.008690533638000488, | |
0.008685893058776855, | |
0.008674694061279296, | |
0.008693573951721191, | |
0.008737733840942383, | |
0.008702693939208984, | |
0.008674694061279296, | |
0.00870125389099121, | |
0.008783814430236816, | |
0.00874461269378662, | |
0.008700613975524902, | |
0.008695334434509277, | |
0.00869437313079834, | |
0.008679814338684082, | |
0.008671334266662598, | |
0.008832934379577637, | |
0.008680773735046386, | |
0.008709733009338378, | |
0.008675813674926758, | |
0.008681573867797852, | |
0.00869965362548828, | |
0.008657573699951172, | |
0.008714054107666016, | |
0.00869261360168457, | |
0.008696133613586426, | |
0.008666533470153809, | |
0.008692133903503417, | |
0.008672774314880371, | |
0.008683334350585938 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 225.85646854219445 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"decode": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1067.380736, | |
"max_global_vram": 1095.757824, | |
"max_process_vram": 190510.272512, | |
"max_reserved": 713.03168, | |
"max_allocated": 500.670464 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 59, | |
"total": 0.49172123336791984, | |
"mean": 0.008334258192676608, | |
"stdev": 0.00019879211876782036, | |
"p50": 0.00826701545715332, | |
"p90": 0.008530885887145996, | |
"p95": 0.008637670040130614, | |
"p99": 0.009122528762817383, | |
"values": [ | |
0.00945837116241455, | |
0.008537413597106934, | |
0.008621414184570313, | |
0.008375494003295899, | |
0.008347655296325683, | |
0.008493414878845215, | |
0.008529253959655762, | |
0.008879332542419434, | |
0.00875229263305664, | |
0.008624934196472167, | |
0.008350214958190917, | |
0.008326854705810547, | |
0.008334215164184571, | |
0.008297895431518555, | |
0.008236295700073242, | |
0.008236615180969239, | |
0.008219015121459962, | |
0.008203974723815918, | |
0.008239174842834473, | |
0.008248774528503418, | |
0.008227655410766602, | |
0.008234855651855468, | |
0.00825837516784668, | |
0.008225415229797363, | |
0.008235815048217774, | |
0.008350214958190917, | |
0.008268454551696777, | |
0.008279655456542969, | |
0.008236294746398925, | |
0.008270535469055176, | |
0.008235654830932616, | |
0.008272294998168945, | |
0.008239014625549317, | |
0.00826989459991455, | |
0.008333894729614258, | |
0.008264775276184083, | |
0.008345415115356445, | |
0.008291335105895995, | |
0.00838493537902832, | |
0.008282054901123046, | |
0.008259494781494141, | |
0.00826221466064453, | |
0.00824669647216797, | |
0.00820909595489502, | |
0.008218055725097656, | |
0.008242215156555176, | |
0.00826701545715332, | |
0.00824813461303711, | |
0.008237734794616699, | |
0.008222854614257813, | |
0.008219334602355957, | |
0.008418054580688476, | |
0.008302854537963868, | |
0.00826285457611084, | |
0.00826973533630371, | |
0.008237895965576171, | |
0.00826877498626709, | |
0.008262374877929687, | |
0.00824669361114502 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 119.98668350336321 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"per_token": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"count": 59, | |
"total": 0.46050069665908805, | |
"mean": 0.007805096553543866, | |
"stdev": 0.00017177187892578977, | |
"p50": 0.007748775959014893, | |
"p90": 0.007947559833526612, | |
"p95": 0.008053703784942625, | |
"p99": 0.008481203327178955, | |
"values": [ | |
0.008834213256835937, | |
0.007920775890350342, | |
0.008026535987854005, | |
0.007827335834503174, | |
0.007811656951904297, | |
0.00794493579864502, | |
0.007958055973052979, | |
0.00822557544708252, | |
0.008128294944763184, | |
0.008045415878295898, | |
0.00781037712097168, | |
0.007791337013244629, | |
0.00782621717453003, | |
0.007761416912078857, | |
0.007727336883544922, | |
0.007734056949615479, | |
0.0077159771919250485, | |
0.00770557689666748, | |
0.007736297130584717, | |
0.007740935802459717, | |
0.007722055912017823, | |
0.007734056949615479, | |
0.007739497184753418, | |
0.0077188568115234375, | |
0.007731976985931396, | |
0.00784605598449707, | |
0.007738216876983643, | |
0.007757896900177002, | |
0.007728937149047851, | |
0.007749256134033203, | |
0.007715816020965576, | |
0.007751817226409912, | |
0.007727656841278076, | |
0.0077586970329284665, | |
0.007799176216125489, | |
0.007746216773986817, | |
0.007786537170410156, | |
0.007751175880432129, | |
0.007859176158905029, | |
0.007771017074584961, | |
0.007737096786499024, | |
0.007737895965576172, | |
0.007720457077026367, | |
0.00769469690322876, | |
0.007724777221679687, | |
0.007693417072296142, | |
0.007756936073303223, | |
0.0077348570823669435, | |
0.007735016822814941, | |
0.007716456890106201, | |
0.0077033371925354, | |
0.007925896167755127, | |
0.007773256778717041, | |
0.007742856025695801, | |
0.007748775959014893, | |
0.007714857101440429, | |
0.0077610969543457035, | |
0.0077495770454406735, | |
0.00772301721572876 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 128.12141312280818 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |