
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
a51ae12
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.1+cu121", | |
"_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": true, | |
"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 7R32", | |
"cpu_count": 16, | |
"cpu_ram_mb": 66697.293824, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.12", | |
"gpu": [ | |
"NVIDIA A10G" | |
], | |
"gpu_count": 1, | |
"gpu_vram_mb": 24146608128, | |
"optimum_benchmark_version": "0.3.1", | |
"optimum_benchmark_commit": null, | |
"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": 708.276224, | |
"max_global_vram": 1403.518976, | |
"max_process_vram": 0.0, | |
"max_reserved": 773.849088, | |
"max_allocated": 736.603648 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 7.26676806640625, | |
"mean": 7.26676806640625, | |
"stdev": 0.0, | |
"p50": 7.26676806640625, | |
"p90": 7.26676806640625, | |
"p95": 7.26676806640625, | |
"p99": 7.26676806640625, | |
"values": [ | |
7.26676806640625 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.1540768875016108e-06, | |
"ram": 6.116004816275714e-07, | |
"gpu": 2.0394460759996097e-06, | |
"total": 3.805123445128792e-06 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 990.593024, | |
"max_global_vram": 1434.976256, | |
"max_process_vram": 0.0, | |
"max_reserved": 794.820608, | |
"max_allocated": 753.606656 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 75, | |
"total": 1.0074644460678097, | |
"mean": 0.013432859280904135, | |
"stdev": 0.0003374391789559764, | |
"p50": 0.013403136253356934, | |
"p90": 0.013776486587524414, | |
"p95": 0.013914521503448487, | |
"p99": 0.014493429527282718, | |
"values": [ | |
0.014757887840270996, | |
0.014400511741638184, | |
0.013838335990905762, | |
0.013394944190979004, | |
0.013463552474975587, | |
0.013405183792114257, | |
0.013291520118713379, | |
0.013394944190979004, | |
0.013529088020324707, | |
0.013476863861083984, | |
0.013336576461791993, | |
0.013534175872802734, | |
0.013485055923461914, | |
0.01344921588897705, | |
0.013398015975952148, | |
0.013468671798706054, | |
0.013348863601684571, | |
0.013346816062927246, | |
0.013310976028442383, | |
0.013321248054504395, | |
0.013459456443786622, | |
0.013824000358581542, | |
0.014366720199584961, | |
0.013446144104003906, | |
0.013504511833190918, | |
0.013431808471679688, | |
0.013434880256652832, | |
0.01325875186920166, | |
0.013442048072814941, | |
0.013623295783996582, | |
0.013369343757629394, | |
0.013290495872497558, | |
0.013339679718017578, | |
0.013716480255126954, | |
0.013651968002319336, | |
0.013607935905456543, | |
0.01366323184967041, | |
0.013364224433898926, | |
0.013435903549194337, | |
0.01325055980682373, | |
0.013264896392822266, | |
0.013186016082763673, | |
0.013116415977478027, | |
0.013516799926757812, | |
0.01378713607788086, | |
0.01387827205657959, | |
0.013999103546142578, | |
0.013691904067993164, | |
0.013760512351989745, | |
0.013595647811889648, | |
0.013611007690429687, | |
0.013616127967834473, | |
0.013403136253356934, | |
0.013329407691955567, | |
0.01336627197265625, | |
0.013384703636169434, | |
0.013361215591430664, | |
0.013364224433898926, | |
0.013305855751037597, | |
0.013561856269836426, | |
0.013346783638000488, | |
0.01337241554260254, | |
0.013417471885681152, | |
0.013384703636169434, | |
0.013527039527893067, | |
0.012888064384460449, | |
0.012950528144836425, | |
0.01285427188873291, | |
0.012832768440246582, | |
0.012855263710021972, | |
0.012843008041381837, | |
0.012826623916625977, | |
0.013004799842834473, | |
0.012992511749267579, | |
0.012833791732788086 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 74.44431442988304 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.573994058614586e-07, | |
"ram": 8.60329341166159e-08, | |
"gpu": 3.6683874376315304e-07, | |
"total": 6.102710837412276e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 1638616.0620122526 | |
} | |
} | |
} | |
} |