
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
048e77e
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": "4.43.2", | |
"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": "1.0.7", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 707.760128, | |
"max_global_vram": 1403.518976, | |
"max_process_vram": 0.0, | |
"max_reserved": 773.849088, | |
"max_allocated": 736.603648 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 7.19537158203125, | |
"mean": 7.19537158203125, | |
"stdev": 0.0, | |
"p50": 7.19537158203125, | |
"p90": 7.19537158203125, | |
"p95": 7.19537158203125, | |
"p99": 7.19537158203125, | |
"values": [ | |
7.19537158203125 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.0772703422440423e-06, | |
"ram": 5.746716924445157e-07, | |
"gpu": 1.783056982000708e-06, | |
"total": 3.4349990166892662e-06 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 990.101504, | |
"max_global_vram": 1434.976256, | |
"max_process_vram": 0.0, | |
"max_reserved": 794.820608, | |
"max_allocated": 753.606656 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 72, | |
"total": 0.9987695035934447, | |
"mean": 0.013871798661020068, | |
"stdev": 0.0003200701785406562, | |
"p50": 0.01379532814025879, | |
"p90": 0.01417564182281494, | |
"p95": 0.014381670236587525, | |
"p99": 0.015049389858245856, | |
"values": [ | |
0.01579315185546875, | |
0.014745599746704101, | |
0.014531583786010742, | |
0.014133248329162598, | |
0.014368767738342286, | |
0.013818880081176758, | |
0.013917183876037598, | |
0.013726719856262207, | |
0.013927424430847168, | |
0.01367961597442627, | |
0.01381174373626709, | |
0.013798399925231934, | |
0.013763584136962891, | |
0.013700096130371094, | |
0.013733887672424316, | |
0.013711359977722168, | |
0.013623295783996582, | |
0.013656064033508301, | |
0.013711359977722168, | |
0.013817855834960938, | |
0.013948927879333496, | |
0.013864928245544434, | |
0.013694975852966309, | |
0.013866944313049316, | |
0.013728768348693847, | |
0.013658111572265624, | |
0.01375436782836914, | |
0.01386393642425537, | |
0.01375436782836914, | |
0.013673407554626465, | |
0.013644800186157227, | |
0.013913087844848633, | |
0.014016511917114258, | |
0.013938688278198242, | |
0.013720576286315917, | |
0.013865983963012696, | |
0.013631487846374512, | |
0.013621248245239258, | |
0.01365510368347168, | |
0.0134901762008667, | |
0.013314047813415527, | |
0.013759488105773926, | |
0.014297087669372559, | |
0.014397439956665039, | |
0.014240768432617188, | |
0.014180352210998535, | |
0.014133248329162598, | |
0.01407590389251709, | |
0.013846528053283692, | |
0.013873151779174805, | |
0.013816831588745117, | |
0.01375641632080078, | |
0.01375436782836914, | |
0.013794303894042969, | |
0.013796352386474609, | |
0.013786111831665039, | |
0.013821951866149903, | |
0.013792256355285644, | |
0.013785087585449218, | |
0.013805567741394043, | |
0.013812735557556152, | |
0.01377996826171875, | |
0.013799424171447755, | |
0.013851648330688476, | |
0.013755359649658204, | |
0.013798399925231934, | |
0.013771776199340821, | |
0.013766688346862793, | |
0.01375436782836914, | |
0.013839296340942383, | |
0.013749216079711914, | |
0.01378713607788086 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 72.08870489232322 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.604415774345398e-07, | |
"ram": 8.740913888493652e-08, | |
"gpu": 3.584151015466562e-07, | |
"total": 6.062658178661325e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 1649441.4999672745 | |
} | |
} | |
} | |
} |