IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
884c0e0
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.1+rocm5.7", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "fill-mask", | |
"library": "transformers", | |
"model_type": "bert", | |
"model": "google-bert/bert-base-uncased", | |
"processor": "google-bert/bert-base-uncased", | |
"device": "cuda", | |
"device_ids": "6", | |
"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": 2, | |
"sequence_length": 16, | |
"num_choices": 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": 1082014.490624, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.15.0-122-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": "0.5.0.dev0", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.46.3", | |
"transformers_commit": null, | |
"accelerate_version": "1.1.1", | |
"accelerate_commit": null, | |
"diffusers_version": "0.31.0", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.11", | |
"timm_commit": null, | |
"peft_version": "0.13.2", | |
"peft_commit": null | |
}, | |
"print_report": true, | |
"log_report": true | |
}, | |
"report": { | |
"load_model": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1098.350592, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 4843.835392, | |
"max_reserved": 589.299712, | |
"max_allocated": 533.571072 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.09367850494384766 | |
], | |
"count": 1, | |
"total": 0.09367850494384766, | |
"mean": 0.09367850494384766, | |
"p50": 0.09367850494384766, | |
"p90": 0.09367850494384766, | |
"p95": 0.09367850494384766, | |
"p99": 0.09367850494384766, | |
"stdev": 0, | |
"stdev_": 0 | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1222.238208, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 234703.187968, | |
"max_reserved": 589.299712, | |
"max_allocated": 443.303936 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.0077805018424987795, | |
0.0075030608177185055, | |
0.007964023113250732, | |
0.007965622901916504, | |
0.00792178201675415, | |
0.007984502792358399, | |
0.0079046630859375, | |
0.007907221794128418, | |
0.007905303001403808, | |
0.007858421802520752, | |
0.007868342876434327, | |
0.007868981838226319, | |
0.007786423206329346, | |
0.007419540882110596, | |
0.007475060939788818, | |
0.007448501110076904, | |
0.007847383022308349, | |
0.007867541790008545, | |
0.007905463218688964, | |
0.007903061866760253, | |
0.00746002197265625, | |
0.00760626220703125, | |
0.00745858097076416, | |
0.007452180862426758, | |
0.0074437007904052735, | |
0.0074656219482421874, | |
0.00742754077911377, | |
0.0074771409034729, | |
0.0073587408065795895, | |
0.007300981044769287, | |
0.0073392210006713865, | |
0.007518901824951172, | |
0.007317300796508789, | |
0.007258739948272705, | |
0.007407382011413575, | |
0.007472980976104737, | |
0.007147540092468261, | |
0.007126101016998291, | |
0.007131380081176758, | |
0.007336980819702148, | |
0.007398581027984619, | |
0.007363700866699218, | |
0.00793794298171997, | |
0.008084982872009277, | |
0.007964663028717041, | |
0.007682581901550293, | |
0.007464500904083252, | |
0.007567381858825684, | |
0.007539540767669678, | |
0.007342260837554931, | |
0.0073032212257385255, | |
0.007421141147613526, | |
0.007526581764221192, | |
0.007943381786346435, | |
0.007917623043060302, | |
0.007966742992401124, | |
0.00798386287689209, | |
0.007670261859893799, | |
0.0074854612350463865, | |
0.007390420913696289, | |
0.007072500228881836, | |
0.007153141021728516, | |
0.00720881986618042, | |
0.007266261100769043, | |
0.007734261989593506, | |
0.007926743030548095, | |
0.007942583084106445, | |
0.007818582057952881, | |
0.007342101097106934, | |
0.007352820873260498, | |
0.007448340892791748, | |
0.007409620761871338, | |
0.007431062221527099, | |
0.007374260902404785, | |
0.007438100814819336, | |
0.007414741039276123, | |
0.007769941806793213, | |
0.007625301837921142, | |
0.007553942203521728, | |
0.007394580841064453, | |
0.007534101009368897, | |
0.00771554183959961, | |
0.007961143016815185, | |
0.008148822784423828, | |
0.00798866319656372, | |
0.007946103096008302, | |
0.007750102043151855, | |
0.007456020832061767, | |
0.007893463134765626, | |
0.007892501831054688, | |
0.007917462825775146, | |
0.007902583122253419, | |
0.007866422176361083, | |
0.00789378309249878, | |
0.007894902229309083, | |
0.007893302917480468, | |
0.007896183013916015, | |
0.007887062072753906, | |
0.00785282278060913, | |
0.007909461975097657, | |
0.007867063045501709, | |
0.007881462097167969, | |
0.007925622940063477, | |
0.007872501850128173, | |
0.007886902809143066, | |
0.00783826208114624, | |
0.007877142906188964, | |
0.007890902042388915, | |
0.00786482286453247, | |
0.007838421821594239, | |
0.007875863075256348, | |
0.00787698221206665, | |
0.007871542930603027, | |
0.00789170217514038, | |
0.007884663105010986, | |
0.007868502140045166, | |
0.007865303039550782, | |
0.007915701866149902, | |
0.007950102806091309, | |
0.0078981032371521, | |
0.007915381908416747, | |
0.007882422924041748, | |
0.007911861896514893, | |
0.007859703063964843, | |
0.007872342109680176, | |
0.007931862831115723, | |
0.007917943000793458, | |
0.007385780811309814, | |
0.006952660083770752, | |
0.007004499912261963, | |
0.007059699058532715 | |
], | |
"count": 131, | |
"total": 1.004761425971985, | |
"mean": 0.007669934549404464, | |
"p50": 0.00783826208114624, | |
"p90": 0.007942583084106445, | |
"p95": 0.007965142965316772, | |
"p99": 0.008056086969375608, | |
"stdev": 0.00027769598169956284, | |
"stdev_": 3.6205782449750457 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 260.7584180956656 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |