
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
2801b9f
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.4.1+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": "0.34.0", | |
"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": "0.12.0", | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 797.773824, | |
"max_global_vram": 1403.518976, | |
"max_process_vram": 0.0, | |
"max_reserved": 773.849088, | |
"max_allocated": 736.603648 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 7.83820068359375, | |
"mean": 7.83820068359375, | |
"stdev": 0.0, | |
"p50": 7.83820068359375, | |
"p90": 7.83820068359375, | |
"p95": 7.83820068359375, | |
"p99": 7.83820068359375, | |
"values": [ | |
7.83820068359375 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 9.466797437503438e-07, | |
"ram": 5.031451344015959e-07, | |
"gpu": 1.7802792019998986e-06, | |
"total": 3.2301040801518385e-06 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1185.865728, | |
"max_global_vram": 1434.976256, | |
"max_process_vram": 0.0, | |
"max_reserved": 794.820608, | |
"max_allocated": 753.606656 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 72, | |
"total": 1.0023484115600583, | |
"mean": 0.013921505716111924, | |
"stdev": 0.0005006937407330655, | |
"p50": 0.013623295783996582, | |
"p90": 0.014561075019836426, | |
"p95": 0.014950502109527588, | |
"p99": 0.015364484834671023, | |
"values": [ | |
0.015598591804504394, | |
0.015268863677978516, | |
0.01511526393890381, | |
0.013908991813659668, | |
0.013652992248535157, | |
0.013596672058105469, | |
0.013652992248535157, | |
0.013626336097717285, | |
0.013622271537780761, | |
0.013553664207458497, | |
0.013566975593566894, | |
0.013628416061401367, | |
0.013579263687133789, | |
0.013567935943603516, | |
0.01356390380859375, | |
0.013594623565673827, | |
0.013603839874267578, | |
0.01366220760345459, | |
0.013820927619934082, | |
0.013659135818481445, | |
0.013682720184326171, | |
0.013624320030212403, | |
0.013883392333984374, | |
0.014003199577331543, | |
0.013692928314208984, | |
0.013620223999023438, | |
0.013549568176269532, | |
0.013594623565673827, | |
0.013560832023620606, | |
0.013558783531188966, | |
0.013586432456970214, | |
0.013576255798339844, | |
0.013609984397888183, | |
0.013557760238647461, | |
0.013570015907287597, | |
0.013570048332214356, | |
0.013558783531188966, | |
0.013593600273132325, | |
0.013576191902160644, | |
0.013534208297729493, | |
0.013579232215881348, | |
0.0135731201171875, | |
0.013572031974792481, | |
0.013604864120483399, | |
0.013586432456970214, | |
0.013648896217346192, | |
0.013601792335510255, | |
0.013584383964538574, | |
0.013558783531188966, | |
0.013530112266540528, | |
0.013565952301025391, | |
0.013594623565673827, | |
0.013595647811889648, | |
0.014411775588989258, | |
0.01438003158569336, | |
0.014377984046936035, | |
0.014403583526611329, | |
0.014424063682556153, | |
0.014418944358825684, | |
0.01436569595336914, | |
0.014352383613586426, | |
0.014332927703857423, | |
0.014342144012451171, | |
0.014318592071533203, | |
0.014753791809082031, | |
0.01486847972869873, | |
0.015050751686096191, | |
0.014701567649841308, | |
0.014467071533203125, | |
0.014423040390014649, | |
0.014440447807312011, | |
0.01457151985168457 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 71.83131052000067 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.6765938083919705e-07, | |
"ram": 9.156234445241707e-08, | |
"gpu": 3.711661811267508e-07, | |
"total": 6.303879064183649e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 1586324.8482694358 | |
} | |
} | |
} | |
} |