IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
05ae24e
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.4.0+rocm6.1", | |
"_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 7763 64-Core Processor", | |
"cpu_count": 128, | |
"cpu_ram_mb": 1082015.256576, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.15.0-101-generic-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.12", | |
"gpu": [ | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]" | |
], | |
"gpu_count": 8, | |
"gpu_vram_mb": 549621596160, | |
"optimum_benchmark_version": "0.4.0", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.44.2", | |
"transformers_commit": null, | |
"accelerate_version": "0.33.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.30.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.9", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1377.439744, | |
"max_global_vram": 11.333632, | |
"max_process_vram": 0.0, | |
"max_reserved": 773.849088, | |
"max_allocated": 736.603648 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 8.0404716796875, | |
"mean": 8.0404716796875, | |
"stdev": 0.0, | |
"p50": 8.0404716796875, | |
"p90": 8.0404716796875, | |
"p95": 8.0404716796875, | |
"p99": 8.0404716796875, | |
"values": [ | |
8.0404716796875 | |
] | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1541.144576, | |
"max_global_vram": 11.329536, | |
"max_process_vram": 0.0, | |
"max_reserved": 773.849088, | |
"max_allocated": 745.086976 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 69, | |
"total": 1.0065838251113892, | |
"mean": 0.014588171378425928, | |
"stdev": 0.0005706821762310424, | |
"p50": 0.014302672386169434, | |
"p90": 0.015501324081420898, | |
"p95": 0.015956875228881836, | |
"p99": 0.016061379852294923, | |
"values": [ | |
0.01606714630126953, | |
0.015781387329101563, | |
0.015583627700805664, | |
0.015480748176574707, | |
0.015296108245849609, | |
0.014707631111145019, | |
0.014571950912475587, | |
0.014445711135864257, | |
0.014476910591125488, | |
0.014823150634765626, | |
0.01519882869720459, | |
0.014316431999206543, | |
0.014287952423095704, | |
0.01432603168487549, | |
0.01429627227783203, | |
0.014356592178344726, | |
0.014569391250610351, | |
0.014185872077941895, | |
0.01421883201599121, | |
0.014190671920776367, | |
0.01420235252380371, | |
0.014158831596374512, | |
0.01412299346923828, | |
0.01422203254699707, | |
0.014186511993408204, | |
0.014302672386169434, | |
0.014175951957702637, | |
0.014415151596069336, | |
0.014054512977600098, | |
0.014855311393737794, | |
0.014822031021118164, | |
0.014970508575439453, | |
0.014938349723815919, | |
0.014721390724182128, | |
0.014110353469848633, | |
0.014258831977844237, | |
0.014266351699829101, | |
0.014116593360900879, | |
0.014036273002624512, | |
0.014102672576904297, | |
0.014178832054138184, | |
0.014150032997131348, | |
0.014123151779174805, | |
0.014143632888793946, | |
0.014057393074035645, | |
0.014133712768554688, | |
0.014254032135009765, | |
0.014182512283325194, | |
0.014214673042297364, | |
0.014185552597045898, | |
0.01413691234588623, | |
0.01416795253753662, | |
0.014995469093322753, | |
0.014719791412353515, | |
0.014143471717834472, | |
0.014175472259521484, | |
0.014262672424316405, | |
0.014126193046569825, | |
0.01432699203491211, | |
0.0144260311126709, | |
0.015026350021362305, | |
0.014900110244750976, | |
0.015056749343872071, | |
0.015068268775939942, | |
0.016058666229248047, | |
0.015993547439575196, | |
0.01601258659362793, | |
0.015901866912841796, | |
0.01524026870727539 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 68.54868743034335 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |