IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
948deb0
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.2.2+rocm5.7", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "token-classification", | |
"library": "transformers", | |
"model_type": "deberta-v2", | |
"model": "microsoft/deberta-v3-base", | |
"processor": "microsoft/deberta-v3-base", | |
"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": "0.4.0", | |
"optimum_benchmark_commit": "65fa416fd503cfe9a2be7637ee30c70a4a1f96f1", | |
"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": 892.157952, | |
"max_global_vram": 1059.88096, | |
"max_process_vram": 43773.124608, | |
"max_reserved": 773.849088, | |
"max_allocated": 736.603648 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 6.9059306640625, | |
"mean": 6.9059306640625, | |
"stdev": 0.0, | |
"p50": 6.9059306640625, | |
"p90": 6.9059306640625, | |
"p95": 6.9059306640625, | |
"p99": 6.9059306640625, | |
"values": [ | |
6.9059306640625 | |
] | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1037.172736, | |
"max_global_vram": 1122.811904, | |
"max_process_vram": 275492.78208, | |
"max_reserved": 773.849088, | |
"max_allocated": 745.086976 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 78, | |
"total": 0.998009068489075, | |
"mean": 0.012794988057552241, | |
"stdev": 0.0008244442216062038, | |
"p50": 0.012593813419342043, | |
"p90": 0.013112023830413818, | |
"p95": 0.013287952756881714, | |
"p99": 0.01681241527557374, | |
"values": [ | |
0.013361336708068848, | |
0.013283416748046875, | |
0.013181337356567383, | |
0.013144856452941894, | |
0.013118295669555665, | |
0.01292597484588623, | |
0.012872055053710937, | |
0.012761494636535645, | |
0.01264565372467041, | |
0.012742295265197753, | |
0.012821174621582032, | |
0.01282597541809082, | |
0.01884584045410156, | |
0.01620502853393555, | |
0.01246325397491455, | |
0.01233413314819336, | |
0.012280692100524902, | |
0.01243509292602539, | |
0.012429972648620606, | |
0.012522294044494628, | |
0.012543893814086915, | |
0.012764533996582032, | |
0.012638294219970703, | |
0.012638294219970703, | |
0.012631733894348145, | |
0.012736695289611816, | |
0.012589014053344727, | |
0.012604054450988769, | |
0.012620373725891114, | |
0.012682933807373047, | |
0.01266245460510254, | |
0.012621334075927734, | |
0.012562933921813966, | |
0.012546454429626465, | |
0.012520374298095703, | |
0.012545494079589844, | |
0.012534453392028808, | |
0.012583892822265625, | |
0.012468692779541015, | |
0.012572693824768066, | |
0.01250821304321289, | |
0.012595732688903809, | |
0.012516532897949219, | |
0.012547413825988769, | |
0.012503414154052735, | |
0.012565174102783204, | |
0.012526613235473633, | |
0.012930456161499024, | |
0.012591733932495117, | |
0.012600693702697754, | |
0.012560853958129883, | |
0.012643573760986328, | |
0.01253797435760498, | |
0.012547413825988769, | |
0.01255125331878662, | |
0.012525012969970703, | |
0.012563094139099121, | |
0.013047256469726563, | |
0.0133136568069458, | |
0.013109335899353028, | |
0.01294885540008545, | |
0.01269573402404785, | |
0.012713494300842286, | |
0.012735415458679199, | |
0.012694933891296386, | |
0.012733494758605957, | |
0.012589014053344727, | |
0.01257253360748291, | |
0.012527572631835937, | |
0.012674294471740722, | |
0.012613493919372559, | |
0.012540054321289063, | |
0.012591894149780274, | |
0.012583733558654785, | |
0.012554133415222168, | |
0.01256997299194336, | |
0.012545172691345214, | |
0.012571093559265136 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 78.15560245167639 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |