IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
73419e9
verified
{ | |
"config": { | |
"name": "cpu_inference_transformers_multiple-choice_FacebookAI/roberta-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.4.0+cpu", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "multiple-choice", | |
"library": "transformers", | |
"model_type": "roberta", | |
"model": "FacebookAI/roberta-base", | |
"processor": "FacebookAI/roberta-base", | |
"device": "cpu", | |
"device_ids": null, | |
"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": false, | |
"device_isolation_action": "error", | |
"numactl": false, | |
"numactl_kwargs": {}, | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7763 64-Core Processor", | |
"cpu_count": 4, | |
"cpu_ram_mb": 16757.342208, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-6.5.0-1025-azure-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.14", | |
"optimum_benchmark_version": "0.4.0", | |
"optimum_benchmark_commit": "c7d418d922cbefab0ec36f45ad29b1b46b499c69", | |
"transformers_version": "4.44.2", | |
"transformers_commit": null, | |
"accelerate_version": "0.33.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.30.1", | |
"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": 947.843072, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 4.191802827000004, | |
"mean": 4.191802827000004, | |
"stdev": 0.0, | |
"p50": 4.191802827000004, | |
"p90": 4.191802827000004, | |
"p95": 4.191802827000004, | |
"p99": 4.191802827000004, | |
"values": [ | |
4.191802827000004 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 4.701024603333414e-05, | |
"ram": 1.9647865957108203e-06, | |
"gpu": 0, | |
"total": 4.897503262904496e-05 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 958.697472, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 23, | |
"total": 1.003260441000009, | |
"mean": 0.043620019173913435, | |
"stdev": 0.0015449617755447314, | |
"p50": 0.0439148140000043, | |
"p90": 0.04509719880002194, | |
"p95": 0.04541244340002777, | |
"p99": 0.04570192190000626, | |
"values": [ | |
0.04399682199999688, | |
0.043689936999953716, | |
0.04240837800000463, | |
0.04544401100002915, | |
0.0441984189999971, | |
0.043910360999973364, | |
0.04319687400004568, | |
0.042225292000011905, | |
0.0439218280000091, | |
0.04512833500001534, | |
0.04389972600000647, | |
0.0439148140000043, | |
0.04261129499997196, | |
0.0457746659999998, | |
0.04422771899999134, | |
0.04497265400004835, | |
0.04415470400005006, | |
0.042914250999956494, | |
0.043688780999957544, | |
0.04432450000001609, | |
0.044076485999994475, | |
0.04287448599995969, | |
0.03770610200001556 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 22.925253563346462 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.4643295693415727e-06, | |
"ram": 6.119783845320122e-08, | |
"gpu": 0.0, | |
"total": 1.525527407794774e-06 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 655511.0022215529 | |
} | |
} | |
} | |
} |