
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
6658c18
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.0+cu121", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "token-classification", | |
"model": "microsoft/deberta-v3-base", | |
"library": "transformers", | |
"device": "cuda", | |
"device_ids": "0", | |
"seed": 42, | |
"inter_op_num_threads": null, | |
"intra_op_num_threads": null, | |
"hub_kwargs": { | |
"revision": "main", | |
"force_download": false, | |
"local_files_only": false, | |
"trust_remote_code": false | |
}, | |
"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, | |
"latency": true, | |
"memory": 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", | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7R32", | |
"cpu_count": 16, | |
"cpu_ram_mb": 66697.29792, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.10.215-203.850.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": "0.2.0", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.40.2", | |
"transformers_commit": null, | |
"accelerate_version": "0.30.1", | |
"accelerate_commit": null, | |
"diffusers_version": "0.27.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "0.9.16", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 975.429632, | |
"max_global_vram": 1434.976256, | |
"max_process_vram": 0.0, | |
"max_reserved": 794.820608, | |
"max_allocated": 753.607168 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 70, | |
"total": 1.0040228481292726, | |
"mean": 0.014343183544703894, | |
"stdev": 0.0003682714014971224, | |
"p50": 0.014191616058349609, | |
"p90": 0.014743010807037354, | |
"p95": 0.014961151933670045, | |
"p99": 0.015345622892379762, | |
"values": [ | |
0.014783488273620606, | |
0.01563955211639404, | |
0.015193087577819824, | |
0.01498419189453125, | |
0.014622655868530274, | |
0.014131135940551758, | |
0.01407590389251709, | |
0.014104576110839843, | |
0.01413430404663086, | |
0.014747648239135743, | |
0.014623744010925293, | |
0.014552063941955566, | |
0.014637056350708008, | |
0.014639103889465332, | |
0.014598143577575684, | |
0.014673919677734374, | |
0.014561280250549317, | |
0.014057472229003906, | |
0.014238719940185546, | |
0.014576640129089356, | |
0.014932991981506348, | |
0.014403583526611329, | |
0.014628864288330079, | |
0.014562303543090821, | |
0.014603263854980468, | |
0.014492671966552734, | |
0.014515199661254884, | |
0.014527487754821777, | |
0.0147424955368042, | |
0.014451711654663087, | |
0.01460531234741211, | |
0.01447532844543457, | |
0.014741503715515136, | |
0.015213567733764649, | |
0.014315520286560059, | |
0.014144512176513671, | |
0.014108672142028808, | |
0.014047231674194336, | |
0.013963264465332031, | |
0.014060544013977052, | |
0.013789183616638183, | |
0.014467071533203125, | |
0.014636032104492188, | |
0.014631936073303223, | |
0.014593024253845215, | |
0.01409331226348877, | |
0.01400115203857422, | |
0.014032896041870118, | |
0.014055520057678223, | |
0.014087200164794922, | |
0.014029824256896972, | |
0.014056447982788087, | |
0.014120960235595703, | |
0.014030847549438476, | |
0.013842432022094727, | |
0.013847552299499511, | |
0.014013440132141113, | |
0.013996031761169434, | |
0.014008319854736329, | |
0.01408512020111084, | |
0.014047231674194336, | |
0.014025728225708007, | |
0.013988863945007325, | |
0.014048255920410157, | |
0.014276608467102051, | |
0.014111743927001954, | |
0.014035967826843262, | |
0.014022656440734863, | |
0.013958144187927245, | |
0.01397862434387207 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 69.71952892349636 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.634153691963881e-07, | |
"ram": 8.930125363866402e-08, | |
"gpu": 3.273899118356236e-07, | |
"total": 5.801065346706758e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 1723821.2987338544 | |
} | |
} | |
} | |
} |