IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
5611cbd
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.2.2+rocm5.7", | |
"_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": {}, | |
"hub_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": 1082015.236096, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.12", | |
"gpu": [ | |
"Advanced Micro Devices, Inc. [AMD/ATI]" | |
], | |
"gpu_count": 1, | |
"gpu_vram_mb": 68702699520, | |
"optimum_benchmark_version": "0.3.1", | |
"optimum_benchmark_commit": "bc977b19adf337e8eb02985f3cceb35e1a783a1c", | |
"transformers_version": "4.42.4", | |
"transformers_commit": null, | |
"accelerate_version": "0.32.1", | |
"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": 889.93792, | |
"max_global_vram": 1059.876864, | |
"max_process_vram": 45376.118784, | |
"max_reserved": 773.849088, | |
"max_allocated": 736.605184 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 7.03282568359375, | |
"mean": 7.03282568359375, | |
"stdev": 0.0, | |
"p50": 7.03282568359375, | |
"p90": 7.03282568359375, | |
"p95": 7.03282568359375, | |
"p99": 7.03282568359375, | |
"values": [ | |
7.03282568359375 | |
] | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1034.592256, | |
"max_global_vram": 1122.791424, | |
"max_process_vram": 285750.837248, | |
"max_reserved": 773.849088, | |
"max_allocated": 745.086976 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 76, | |
"total": 1.0063634653091433, | |
"mean": 0.013241624543541353, | |
"stdev": 0.0007334117241933112, | |
"p50": 0.013227514743804932, | |
"p90": 0.013927194595336914, | |
"p95": 0.014024873971939087, | |
"p99": 0.014902914524078369, | |
"values": [ | |
0.01448399543762207, | |
0.014551674842834473, | |
0.01405199432373047, | |
0.013477595329284667, | |
0.013387194633483887, | |
0.01321887493133545, | |
0.013144156455993653, | |
0.013086874961853028, | |
0.0130401554107666, | |
0.013450875282287597, | |
0.0130654354095459, | |
0.01320943546295166, | |
0.013022714614868165, | |
0.013379514694213867, | |
0.013794395446777344, | |
0.015956633567810057, | |
0.013046875, | |
0.01266575527191162, | |
0.0122463960647583, | |
0.012263834953308106, | |
0.012244316101074218, | |
0.012209754943847656, | |
0.012231995582580566, | |
0.012183195114135742, | |
0.012211674690246583, | |
0.012422076225280762, | |
0.012997594833374024, | |
0.013619834899902344, | |
0.01391759490966797, | |
0.013236154556274414, | |
0.013037275314331055, | |
0.012858235359191894, | |
0.012420475959777832, | |
0.012857436180114746, | |
0.012225435256958008, | |
0.012833274841308594, | |
0.013887354850769043, | |
0.013948314666748047, | |
0.013827195167541504, | |
0.013812475204467774, | |
0.013826395034790039, | |
0.013927353858947753, | |
0.013812314987182618, | |
0.013822714805603027, | |
0.013836315155029297, | |
0.013876315116882323, | |
0.013821595191955567, | |
0.013973274230957032, | |
0.013821914672851562, | |
0.013827195167541504, | |
0.013853434562683106, | |
0.013875994682312012, | |
0.013846875190734863, | |
0.014015833854675292, | |
0.01383231544494629, | |
0.013848315238952637, | |
0.013882715225219727, | |
0.013927035331726074, | |
0.013306394577026367, | |
0.012793435096740722, | |
0.01325439453125, | |
0.013843515396118163, | |
0.013548634529113769, | |
0.013053275108337403, | |
0.013016634941101075, | |
0.01284719467163086, | |
0.012859834671020507, | |
0.012225275993347167, | |
0.012242074966430663, | |
0.012320316314697266, | |
0.012251194953918456, | |
0.012220155715942383, | |
0.012590873718261718, | |
0.012213114738464356, | |
0.012332635879516602, | |
0.012290555000305176 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 75.51943469713868 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |