IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
3ccf859
verified
| { | |
| "config": { | |
| "name": "cpu_inference_transformers_fill-mask_google-bert/bert-base-uncased", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.1+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": null, | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 4, | |
| "cpu_ram_mb": 16766.767104, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-6.8.0-1014-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.15", | |
| "optimum_benchmark_version": "0.4.0", | |
| "optimum_benchmark_commit": "ca2be18fea34395d17487b7c6eecaa82f8012043", | |
| "transformers_version": "4.44.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.34.2", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.3", | |
| "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": 964.435968, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.331839220000006, | |
| "mean": 4.331839220000006, | |
| "stdev": 0.0, | |
| "p50": 4.331839220000006, | |
| "p90": 4.331839220000006, | |
| "p95": 4.331839220000006, | |
| "p99": 4.331839220000006, | |
| "values": [ | |
| 4.331839220000006 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 5.0596337011110555e-05, | |
| "ram": 2.1159044036669045e-06, | |
| "gpu": 0, | |
| "total": 5.271224141477746e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 878.190592, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 27, | |
| "total": 1.0043841359999988, | |
| "mean": 0.0371994124444444, | |
| "stdev": 0.0007881351660958127, | |
| "p50": 0.036998203999985435, | |
| "p90": 0.038248931599991924, | |
| "p95": 0.03899780250000617, | |
| "p99": 0.03953898950001758, | |
| "values": [ | |
| 0.03915735300000733, | |
| 0.037048769000023185, | |
| 0.03697993100001895, | |
| 0.03715865499998472, | |
| 0.03707264399997712, | |
| 0.03680990199995904, | |
| 0.036959992999982205, | |
| 0.03862551800000347, | |
| 0.036653068000020994, | |
| 0.03686919200004013, | |
| 0.03717925300003344, | |
| 0.03716167000004589, | |
| 0.03700387399999272, | |
| 0.03675534000001335, | |
| 0.036943441999994775, | |
| 0.036998203999985435, | |
| 0.037236140000004525, | |
| 0.03745105100000501, | |
| 0.037286021999989316, | |
| 0.03684695199996213, | |
| 0.03695098599996527, | |
| 0.03661964599996281, | |
| 0.03799787399998422, | |
| 0.03967307800002118, | |
| 0.03641619500001525, | |
| 0.03653287400004501, | |
| 0.03599650999996129 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 26.882145020259493 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.403725759722284e-06, | |
| "ram": 5.869728954956404e-08, | |
| "gpu": 0.0, | |
| "total": 1.462423049271848e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 683796.6623255205 | |
| } | |
| } | |
| } | |
| } |