
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
3070be4
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.4.0+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-5.10.223-212.873.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": "0.4.0", | |
"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": 773.136384, | |
"max_global_vram": 1403.518976, | |
"max_process_vram": 0.0, | |
"max_reserved": 773.849088, | |
"max_allocated": 736.603648 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 7.41684619140625, | |
"mean": 7.41684619140625, | |
"stdev": 0.0, | |
"p50": 7.41684619140625, | |
"p90": 7.41684619140625, | |
"p95": 7.41684619140625, | |
"p99": 7.41684619140625, | |
"values": [ | |
7.41684619140625 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.062419875695279e-06, | |
"ram": 5.663427974896961e-07, | |
"gpu": 1.7227791559992767e-06, | |
"total": 3.3515418291842517e-06 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1160.835072, | |
"max_global_vram": 1434.976256, | |
"max_process_vram": 0.0, | |
"max_reserved": 794.820608, | |
"max_allocated": 753.606656 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 69, | |
"total": 1.0026451520919797, | |
"mean": 0.014531089160753331, | |
"stdev": 0.0003961955860307862, | |
"p50": 0.014575551986694336, | |
"p90": 0.015001190185546876, | |
"p95": 0.015074284553527832, | |
"p99": 0.015426600990295409, | |
"values": [ | |
0.014964735984802247, | |
0.014999551773071289, | |
0.014849023818969726, | |
0.014641152381896973, | |
0.014567423820495605, | |
0.014877535820007325, | |
0.014566399574279786, | |
0.014624768257141114, | |
0.015337471961975097, | |
0.014741503715515136, | |
0.01460428810119629, | |
0.01528217601776123, | |
0.015046655654907226, | |
0.014693344116210937, | |
0.014636927604675293, | |
0.014771231651306152, | |
0.01449062442779541, | |
0.014520319938659668, | |
0.014575551986694336, | |
0.01459712028503418, | |
0.01498624038696289, | |
0.01497599983215332, | |
0.014731264114379883, | |
0.01477017593383789, | |
0.014995424270629883, | |
0.01481110382080078, | |
0.014510944366455078, | |
0.014691328048706055, | |
0.015007743835449219, | |
0.01448259162902832, | |
0.014542847633361817, | |
0.014674752235412598, | |
0.01467801570892334, | |
0.015092703819274902, | |
0.014819328308105468, | |
0.014762047767639161, | |
0.014642175674438476, | |
0.014599167823791503, | |
0.014541824340820313, | |
0.014493696212768555, | |
0.014442496299743653, | |
0.01450598430633545, | |
0.014301183700561524, | |
0.014419967651367188, | |
0.014586879730224609, | |
0.014532544136047364, | |
0.014732288360595704, | |
0.015616000175476074, | |
0.015017984390258789, | |
0.01420083236694336, | |
0.014051327705383301, | |
0.013997088432312012, | |
0.014167039871215821, | |
0.014051327705383301, | |
0.01399295997619629, | |
0.013951071739196777, | |
0.01407795238494873, | |
0.014031007766723632, | |
0.014003199577331543, | |
0.013903840065002442, | |
0.014102527618408203, | |
0.013946880340576171, | |
0.013979488372802735, | |
0.014054400444030762, | |
0.013938624382019043, | |
0.013972607612609864, | |
0.013944992065429688, | |
0.013952960014343261, | |
0.013972512245178223 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 68.8179660132343 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.6573264517747326e-07, | |
"ram": 9.049640667635133e-08, | |
"gpu": 3.6864998627777573e-07, | |
"total": 6.248790381316003e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 1600309.7223264494 | |
} | |
} | |
} | |
} |