IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
c998028
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": "c895bf73a88625eb69457460ea71175ef52a6cb9", | |
"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": 1185.738752, | |
"max_global_vram": 1096.105984, | |
"max_process_vram": 168553.455616, | |
"max_reserved": 713.03168, | |
"max_allocated": 500.44672 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 65, | |
"total": 0.5246070489883424, | |
"mean": 0.008070877676743726, | |
"stdev": 0.0006606771460729854, | |
"p50": 0.00801229763031006, | |
"p90": 0.008460648345947267, | |
"p95": 0.008552936363220215, | |
"p99": 0.010776392669677734, | |
"values": [ | |
0.01042797088623047, | |
0.00790573787689209, | |
0.008079177856445312, | |
0.008865415573120117, | |
0.008428776741027832, | |
0.008132298469543458, | |
0.008140937805175781, | |
0.0077790188789367675, | |
0.00783229923248291, | |
0.007989577770233154, | |
0.007885898113250732, | |
0.008051497459411621, | |
0.00801229763031006, | |
0.011395809173583984, | |
0.007619338989257813, | |
0.007466379165649414, | |
0.007460780143737793, | |
0.007616299152374268, | |
0.007672938823699951, | |
0.008119817733764648, | |
0.008055018424987794, | |
0.008236137390136719, | |
0.007427499771118164, | |
0.0076194992065429686, | |
0.007644618988037109, | |
0.007447979927062988, | |
0.007441100120544434, | |
0.0077031788825988766, | |
0.007439340114593506, | |
0.00784509801864624, | |
0.008454216957092284, | |
0.008368137359619141, | |
0.008403017044067382, | |
0.008454696655273437, | |
0.008432777404785156, | |
0.008467177391052245, | |
0.008446697235107423, | |
0.008435497283935547, | |
0.008427817344665528, | |
0.008469737052917481, | |
0.00843421745300293, | |
0.008434697151184082, | |
0.008461095809936524, | |
0.008451017379760742, | |
0.008432296752929688, | |
0.008573736190795898, | |
0.008438377380371094, | |
0.008447016716003418, | |
0.008445257186889649, | |
0.008459977149963379, | |
0.008441897392272949, | |
0.007829739093780517, | |
0.007666378974914551, | |
0.00745934009552002, | |
0.007443179130554199, | |
0.007475339889526368, | |
0.007478858947753906, | |
0.007462698936462403, | |
0.007489419937133789, | |
0.007851498126983643, | |
0.007465740203857422, | |
0.007479819774627685, | |
0.007467659950256347, | |
0.007464300155639649, | |
0.007451979160308838 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 247.80452388257723 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"decode": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1185.738752, | |
"max_global_vram": 1096.101888, | |
"max_process_vram": 174299.611136, | |
"max_reserved": 713.03168, | |
"max_allocated": 500.670464 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 65, | |
"total": 0.481512755393982, | |
"mean": 0.0074078885445228, | |
"stdev": 0.00040395693957959037, | |
"p50": 0.00745021915435791, | |
"p90": 0.00781393060684204, | |
"p95": 0.007858250141143799, | |
"p99": 0.008188803215026855, | |
"values": [ | |
0.008151018142700195, | |
0.007729419231414795, | |
0.007524939060211182, | |
0.008255976676940918, | |
0.007713418960571289, | |
0.0077591781616210935, | |
0.007629098892211914, | |
0.007491818904876709, | |
0.007442859172821045, | |
0.007380939960479736, | |
0.0075703802108764645, | |
0.007550380229949951, | |
0.007460299015045166, | |
0.007378699779510498, | |
0.0069102210998535155, | |
0.006871662139892578, | |
0.007229740142822265, | |
0.007182540893554687, | |
0.007141260147094727, | |
0.0071318202018737795, | |
0.0072724599838256835, | |
0.006988141059875488, | |
0.006897100925445557, | |
0.0069932608604431155, | |
0.007288459777832031, | |
0.007003019809722901, | |
0.006873260974884033, | |
0.006869421005249023, | |
0.006860940933227539, | |
0.007804618835449219, | |
0.007789897918701172, | |
0.007120780944824219, | |
0.00786205816268921, | |
0.007843018054962158, | |
0.007815019130706787, | |
0.007801097869873047, | |
0.007792778968811035, | |
0.0078068580627441405, | |
0.00788877820968628, | |
0.007771018981933594, | |
0.0078049378395080565, | |
0.007798859119415283, | |
0.007801418781280518, | |
0.007805098056793213, | |
0.007789099216461181, | |
0.0077935791015625, | |
0.0078122978210449215, | |
0.00779629898071289, | |
0.0077975778579711915, | |
0.007808458805084228, | |
0.007842857837677002, | |
0.00745021915435791, | |
0.006885100841522216, | |
0.006856141090393067, | |
0.007354700088500977, | |
0.006903020858764648, | |
0.00711742115020752, | |
0.00688654088973999, | |
0.006893741130828857, | |
0.006890221118927002, | |
0.006906061172485351, | |
0.006914220809936524, | |
0.0068959808349609375, | |
0.006888780117034912, | |
0.006972461223602295 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 134.99123184559437 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"per_token": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"count": 65, | |
"total": 0.4549419507980347, | |
"mean": 0.00699910693535438, | |
"stdev": 0.00037178425787027543, | |
"p50": 0.006942380905151367, | |
"p90": 0.007415147399902343, | |
"p95": 0.007444586849212646, | |
"p99": 0.0076543156242370606, | |
"values": [ | |
0.0075946998596191405, | |
0.007158220767974854, | |
0.006942380905151367, | |
0.007760299205780029, | |
0.007216460227966308, | |
0.007262700080871582, | |
0.007063500881195069, | |
0.006917901039123535, | |
0.006905100822448731, | |
0.006852941036224365, | |
0.007008141040802002, | |
0.007021420955657959, | |
0.0069412608146667484, | |
0.007005101203918457, | |
0.006544782161712647, | |
0.006521742820739746, | |
0.006847500801086426, | |
0.006836942195892334, | |
0.006745100975036621, | |
0.006782061100006104, | |
0.00692094087600708, | |
0.006630382061004639, | |
0.006535501956939698, | |
0.006643502235412597, | |
0.0069046211242675785, | |
0.006649900913238525, | |
0.00652558183670044, | |
0.006521101951599121, | |
0.006511181831359863, | |
0.007403979778289795, | |
0.007396938800811767, | |
0.00676574182510376, | |
0.007445738792419433, | |
0.007427820205688477, | |
0.007405419826507568, | |
0.0073900589942932126, | |
0.007400619983673096, | |
0.007417899131774902, | |
0.007487658977508545, | |
0.007377580165863037, | |
0.007400938987731934, | |
0.0073983798027038574, | |
0.007400459766387939, | |
0.007406859874725342, | |
0.007390059947967529, | |
0.007404940128326416, | |
0.007405900001525879, | |
0.007411019802093506, | |
0.007404778957366943, | |
0.007401740074157715, | |
0.007439979076385498, | |
0.0070785398483276364, | |
0.006529262065887451, | |
0.006506221771240234, | |
0.006952140808105469, | |
0.006543662071228027, | |
0.006761742115020752, | |
0.006539822101593018, | |
0.006531501770019531, | |
0.00653262186050415, | |
0.0065527820587158205, | |
0.006559822082519531, | |
0.0065478219985961915, | |
0.006535021781921386, | |
0.006615501880645752 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 142.87537099179465 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |