IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
c32d4e4
verified
| { | |
| "config": { | |
| "name": "cpu_inference_transformers_fill-mask_google-bert/bert-base-uncased", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.0+cpu", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "fill-mask", | |
| "library": "transformers", | |
| "model_type": "bert", | |
| "model": "google-bert/bert-base-uncased", | |
| "processor": "google-bert/bert-base-uncased", | |
| "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": "789d9c2ca36ce9adc1c7d5a4e3c06eba2fa75fdc", | |
| "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": 970.5472, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.28281407999998, | |
| "mean": 4.28281407999998, | |
| "stdev": 0.0, | |
| "p50": 4.28281407999998, | |
| "p90": 4.28281407999998, | |
| "p95": 4.28281407999998, | |
| "p99": 4.28281407999998, | |
| "values": [ | |
| 4.28281407999998 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 5.0212701116665755e-05, | |
| "ram": 2.098666912030178e-06, | |
| "gpu": 0, | |
| "total": 5.231136802869593e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 884.215808, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 26, | |
| "total": 1.0341205529999797, | |
| "mean": 0.03977386742307614, | |
| "stdev": 0.0018043403859112313, | |
| "p50": 0.03924061650002386, | |
| "p90": 0.04318336549999913, | |
| "p95": 0.04360114999998643, | |
| "p99": 0.04437285599996699, | |
| "values": [ | |
| 0.04462695999995958, | |
| 0.043610543999989204, | |
| 0.04357296799997812, | |
| 0.039478532000032374, | |
| 0.03860093599996617, | |
| 0.03871390000000474, | |
| 0.0392947849999814, | |
| 0.03817620600000282, | |
| 0.03883208199999899, | |
| 0.039005660999976044, | |
| 0.03921898999999485, | |
| 0.03926224300005288, | |
| 0.039563240999996196, | |
| 0.0404049389999841, | |
| 0.03926302500002521, | |
| 0.038998456000001624, | |
| 0.03909311500001422, | |
| 0.039568309999992834, | |
| 0.03900799599995253, | |
| 0.04091287599999305, | |
| 0.0396470790000194, | |
| 0.038668213999983436, | |
| 0.042793763000020135, | |
| 0.038368528000034985, | |
| 0.03787629900000411, | |
| 0.03756090500002074 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 25.142136402350868 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.4739706621398867e-06, | |
| "ram": 6.159952906234989e-08, | |
| "gpu": 0.0, | |
| "total": 1.5355701912022367e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 651223.8943744244 | |
| } | |
| } | |
| } | |
| } |