
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
010f0e4
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.4.1+cu124", | |
"_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": 66697.261056, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.10.225-213.878.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": "0.5.0", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.45.2", | |
"transformers_commit": null, | |
"accelerate_version": "1.0.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.30.3", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.9", | |
"timm_commit": null, | |
"peft_version": "0.13.0", | |
"peft_commit": null | |
}, | |
"print_report": true, | |
"log_report": true | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 799.727616, | |
"max_global_vram": 1410.859008, | |
"max_process_vram": 0.0, | |
"max_reserved": 773.849088, | |
"max_allocated": 736.603648 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.07677542114257813 | |
], | |
"count": 1, | |
"total": 0.07677542114257813, | |
"mean": 0.07677542114257813, | |
"p50": 0.07677542114257813, | |
"p90": 0.07677542114257813, | |
"p95": 0.07677542114257813, | |
"p99": 0.07677542114257813, | |
"stdev": 0, | |
"stdev_": 0 | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1188.806656, | |
"max_global_vram": 1442.316288, | |
"max_process_vram": 0.0, | |
"max_reserved": 794.820608, | |
"max_allocated": 753.606656 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.0140830717086792, | |
0.01398476791381836, | |
0.014071807861328126, | |
0.013742079734802246, | |
0.013666303634643554, | |
0.013791168212890625, | |
0.01374617576599121, | |
0.013675519943237305, | |
0.013778079986572265, | |
0.013971455574035644, | |
0.013956095695495606, | |
0.013738880157470703, | |
0.013829119682312012, | |
0.014041088104248046, | |
0.013839360237121581, | |
0.013899776458740234, | |
0.013836288452148437, | |
0.013798399925231934, | |
0.01408409595489502, | |
0.013775872230529786, | |
0.01366528034210205, | |
0.013741056442260742, | |
0.013771776199340821, | |
0.014114815711975098, | |
0.014137344360351562, | |
0.014023679733276367, | |
0.01377280044555664, | |
0.013730815887451172, | |
0.013752320289611816, | |
0.013660160064697266, | |
0.013644800186157227, | |
0.013637632369995116, | |
0.013705216407775878, | |
0.013743103981018067, | |
0.013750271797180176, | |
0.013820992469787598, | |
0.014048255920410157, | |
0.015538175582885743, | |
0.01626006317138672, | |
0.014354335784912109, | |
0.014243680000305176, | |
0.01409126377105713, | |
0.013887424468994141, | |
0.013920255661010742, | |
0.013944831848144532, | |
0.013889535903930664, | |
0.013829119682312012, | |
0.013966336250305175, | |
0.013896703720092773, | |
0.013832159996032715, | |
0.013845503807067871, | |
0.01387929630279541, | |
0.013884415626525879, | |
0.013858752250671387, | |
0.013841407775878906, | |
0.013853695869445801, | |
0.013884415626525879, | |
0.013840383529663085, | |
0.013907967567443847, | |
0.013819904327392578, | |
0.013833215713500976, | |
0.013812735557556152, | |
0.013840479850769043, | |
0.013854720115661622, | |
0.013840383529663085, | |
0.013848511695861817, | |
0.013942784309387207, | |
0.013868032455444336, | |
0.013927424430847168, | |
0.01366323184967041, | |
0.014124032020568847, | |
0.014223360061645507 | |
], | |
"count": 72, | |
"total": 1.0030782699584964, | |
"mean": 0.013931642638312444, | |
"p50": 0.013847007751464843, | |
"p90": 0.0141124605178833, | |
"p95": 0.014232504034042357, | |
"p99": 0.01574752298355103, | |
"stdev": 0.0003685869960811327, | |
"stdev_": 2.645682247601637 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 71.77904472297972 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.610950002064517e-07, | |
"ram": 8.794704554914115e-08, | |
"gpu": 3.3525552345944693e-07, | |
"total": 5.842975692150398e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 1711456.717753294 | |
} | |
} | |
} | |
} |