IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
29ea4e9
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_fill-mask_google-bert/bert-base-uncased", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.2.2+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": "0", | |
"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": 1, | |
"num_choices": 2, | |
"sequence_length": 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": "error", | |
"numactl": false, | |
"numactl_kwargs": {}, | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7643 48-Core Processor", | |
"cpu_count": 96, | |
"cpu_ram_mb": 1082028.982272, | |
"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": "16c37a2d0a7e1a726b6a2a50e2fbcf32df3b575c", | |
"transformers_version": "4.43.3", | |
"transformers_commit": null, | |
"accelerate_version": "0.33.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.29.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.8", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 899.833856, | |
"max_global_vram": 875.327488, | |
"max_process_vram": 40119.463936, | |
"max_reserved": 589.299712, | |
"max_allocated": 533.571072 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 6.72523046875, | |
"mean": 6.72523046875, | |
"stdev": 0.0, | |
"p50": 6.72523046875, | |
"p90": 6.72523046875, | |
"p95": 6.72523046875, | |
"p99": 6.72523046875, | |
"values": [ | |
6.72523046875 | |
] | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1019.215872, | |
"max_global_vram": 938.876928, | |
"max_process_vram": 221185.08544, | |
"max_reserved": 589.299712, | |
"max_allocated": 439.456768 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 151, | |
"total": 1.0020475411415102, | |
"mean": 0.00663607643140073, | |
"stdev": 0.0003679689989181728, | |
"p50": 0.0065700898170471195, | |
"p90": 0.006753290176391601, | |
"p95": 0.006851929903030395, | |
"p99": 0.008604892492294312, | |
"values": [ | |
0.006774569988250732, | |
0.006744329929351807, | |
0.006753290176391601, | |
0.006924489974975586, | |
0.006848649978637695, | |
0.007966891765594482, | |
0.0066742501258850095, | |
0.00667232894897461, | |
0.006648330211639404, | |
0.00660161018371582, | |
0.0064982490539550785, | |
0.006507369995117187, | |
0.006478408813476563, | |
0.006404969215393066, | |
0.006314888954162597, | |
0.006341609001159668, | |
0.00630656909942627, | |
0.006357608795166015, | |
0.006328169822692871, | |
0.006372169017791748, | |
0.00924289321899414, | |
0.006979050159454346, | |
0.00977281379699707, | |
0.007016809940338134, | |
0.0065672101974487305, | |
0.006591049194335938, | |
0.006633130073547364, | |
0.006562409877777099, | |
0.006600968837738037, | |
0.006634890079498291, | |
0.006541130065917969, | |
0.0066310491561889645, | |
0.006548970222473144, | |
0.0065513701438903804, | |
0.0066787290573120115, | |
0.0066361699104309085, | |
0.006573929786682129, | |
0.006565608978271484, | |
0.0065347299575805665, | |
0.006580648899078369, | |
0.0065726499557495115, | |
0.0065808091163635256, | |
0.006502409934997558, | |
0.006589610099792481, | |
0.006535368919372559, | |
0.0065886502265930175, | |
0.00659152889251709, | |
0.0065988898277282715, | |
0.0065700898170471195, | |
0.00659424877166748, | |
0.0065848097801208495, | |
0.006607529163360596, | |
0.006655210018157959, | |
0.006616650104522705, | |
0.006604329109191894, | |
0.006591849803924561, | |
0.006533289909362793, | |
0.006579208850860596, | |
0.0065598502159118655, | |
0.006555849075317382, | |
0.006562250137329102, | |
0.006564009189605713, | |
0.006531529903411866, | |
0.006581289768218994, | |
0.006547049045562744, | |
0.006613130092620849, | |
0.006570088863372803, | |
0.006576650142669678, | |
0.00654433012008667, | |
0.006588809013366699, | |
0.006537930011749267, | |
0.006581288814544678, | |
0.006558889865875244, | |
0.006586888790130615, | |
0.00655088996887207, | |
0.006597609996795655, | |
0.006580169200897217, | |
0.006592010021209717, | |
0.0065790491104125975, | |
0.006582570075988769, | |
0.006597609996795655, | |
0.006584488868713379, | |
0.006546090126037598, | |
0.006549929141998291, | |
0.0065292901992797855, | |
0.006572169780731201, | |
0.006534568786621094, | |
0.006536970138549805, | |
0.006564009189605713, | |
0.006568970203399659, | |
0.006626248836517334, | |
0.006539850234985351, | |
0.006522890090942383, | |
0.006562249183654785, | |
0.0065280098915100095, | |
0.006555048942565918, | |
0.006539209842681885, | |
0.006578729152679443, | |
0.006535049915313721, | |
0.006551050186157227, | |
0.006522889137268066, | |
0.0065867300033569335, | |
0.006553608894348145, | |
0.006567850112915039, | |
0.006538729190826416, | |
0.0065886502265930175, | |
0.006515048980712891, | |
0.006541289806365967, | |
0.006692009925842285, | |
0.006840650081634521, | |
0.00678016996383667, | |
0.006784329891204834, | |
0.006771688938140869, | |
0.006908650875091553, | |
0.0068552098274230954, | |
0.006778569221496582, | |
0.006628650188446045, | |
0.006711050033569336, | |
0.006631529808044433, | |
0.006698409080505371, | |
0.006717289924621582, | |
0.006547530174255371, | |
0.0065342488288879395, | |
0.006563690185546875, | |
0.006513288974761963, | |
0.006550089836120605, | |
0.0065409688949584965, | |
0.006558249950408936, | |
0.0065243301391601565, | |
0.006547529220581055, | |
0.006495049953460693, | |
0.006529288768768311, | |
0.006532169818878174, | |
0.006536328792572021, | |
0.00654049015045166, | |
0.006590888977050781, | |
0.006540329933166504, | |
0.006584009170532226, | |
0.006513130187988281, | |
0.006540170192718506, | |
0.006544168949127197, | |
0.006542409896850586, | |
0.006703369140625, | |
0.006626249790191651, | |
0.00654817008972168, | |
0.006628969192504883, | |
0.006545289993286133, | |
0.0065948891639709475, | |
0.0065364899635314945, | |
0.0066315288543701174, | |
0.006527208805084229 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 150.69145305020575 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |