
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
6faa2e1
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": 772.788224, | |
"max_global_vram": 1403.518976, | |
"max_process_vram": 0.0, | |
"max_reserved": 773.849088, | |
"max_allocated": 736.603648 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 7.368603515625, | |
"mean": 7.368603515625, | |
"stdev": 0.0, | |
"p50": 7.368603515625, | |
"p90": 7.368603515625, | |
"p95": 7.368603515625, | |
"p99": 7.368603515625, | |
"values": [ | |
7.368603515625 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.1669743381941563e-06, | |
"ram": 5.989852278266224e-07, | |
"gpu": 1.6850013480002382e-06, | |
"total": 3.450960914021017e-06 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1160.269824, | |
"max_global_vram": 1434.976256, | |
"max_process_vram": 0.0, | |
"max_reserved": 794.820608, | |
"max_allocated": 753.606656 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 69, | |
"total": 1.0089862384796142, | |
"mean": 0.01462298896347267, | |
"stdev": 0.00048756066809312667, | |
"p50": 0.014569503784179687, | |
"p90": 0.015046041679382326, | |
"p95": 0.01546833953857422, | |
"p99": 0.016270090026855463, | |
"values": [ | |
0.01661337661743164, | |
0.016108543395996093, | |
0.01577881622314453, | |
0.015494144439697266, | |
0.015314944267272949, | |
0.014116864204406738, | |
0.013840383529663085, | |
0.01454694366455078, | |
0.014542847633361817, | |
0.014568448066711426, | |
0.014576640129089356, | |
0.014575615882873535, | |
0.014606399536132813, | |
0.014645248413085938, | |
0.014616576194763184, | |
0.014565376281738282, | |
0.014599167823791503, | |
0.014492671966552734, | |
0.014533632278442383, | |
0.014837759971618653, | |
0.014531583786010742, | |
0.014550016403198243, | |
0.01428172779083252, | |
0.014436351776123046, | |
0.014981120109558106, | |
0.014574591636657714, | |
0.014575615882873535, | |
0.01455513572692871, | |
0.01456124782562256, | |
0.014851103782653809, | |
0.014632960319519044, | |
0.014656512260437012, | |
0.014556159973144531, | |
0.014705663681030273, | |
0.014658559799194336, | |
0.014554112434387208, | |
0.014510144233703613, | |
0.014528512001037597, | |
0.014569503784179687, | |
0.0145797119140625, | |
0.014523391723632812, | |
0.01467084789276123, | |
0.014534655570983887, | |
0.01452236843109131, | |
0.014495743751525878, | |
0.0146626558303833, | |
0.014740480422973632, | |
0.014891008377075195, | |
0.014953472137451173, | |
0.014818304061889649, | |
0.014644224166870118, | |
0.014727168083190918, | |
0.014593024253845215, | |
0.014603263854980468, | |
0.014562303543090821, | |
0.014502911567687989, | |
0.01454694366455078, | |
0.014521344184875488, | |
0.015429632186889648, | |
0.014944255828857422, | |
0.015305727958679198, | |
0.014306303977966308, | |
0.013820863723754883, | |
0.013845536231994629, | |
0.01380140781402588, | |
0.013830143928527832, | |
0.01376159954071045, | |
0.013807616233825683, | |
0.013794303894042969 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 68.38547184149142 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.6809320540884398e-07, | |
"ram": 9.143966558853958e-08, | |
"gpu": 3.5654175628167515e-07, | |
"total": 6.160746272790586e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 1623179.9780759965 | |
} | |
} | |
} | |
} |