IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
8bc6f74
verified
| { | |
| "config": { | |
| "name": "cpu_inference_transformers_fill-mask_google-bert/bert-base-uncased", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+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": "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-6.5.0-1023-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "optimum_benchmark_version": "0.3.1", | |
| "optimum_benchmark_commit": "646643b121045387ff03e098548c9336e842d8f3", | |
| "transformers_version": "4.42.4", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.32.1", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.29.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.7", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 965.267456, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.348960526999974, | |
| "mean": 4.348960526999974, | |
| "stdev": 0.0, | |
| "p50": 4.348960526999974, | |
| "p90": 4.348960526999974, | |
| "p95": 4.348960526999974, | |
| "p99": 4.348960526999974, | |
| "values": [ | |
| 4.348960526999974 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 5.056132078170777e-05, | |
| "ram": 2.1131886167222546e-06, | |
| "gpu": 0, | |
| "total": 5.2674509398430024e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 879.316992, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 27, | |
| "total": 1.0323431720000258, | |
| "mean": 0.03823493229629725, | |
| "stdev": 0.0012007351265258253, | |
| "p50": 0.03781255600000577, | |
| "p90": 0.04004680340001414, | |
| "p95": 0.04021052190002479, | |
| "p99": 0.04079388850001578, | |
| "values": [ | |
| 0.038112429000022985, | |
| 0.037875966000001426, | |
| 0.039161620999948354, | |
| 0.03780606399999442, | |
| 0.03949907499998062, | |
| 0.040985567000006995, | |
| 0.0396186190000094, | |
| 0.03999648900003194, | |
| 0.04024834200004079, | |
| 0.03920671499997752, | |
| 0.03775837500000989, | |
| 0.03708587099998795, | |
| 0.03763734800003249, | |
| 0.03692289400004256, | |
| 0.03724990899996783, | |
| 0.03758019999997941, | |
| 0.038956163999955606, | |
| 0.038043290000018715, | |
| 0.037524145000020326, | |
| 0.037759336000021904, | |
| 0.03698545299999978, | |
| 0.03781255600000577, | |
| 0.04012227499998744, | |
| 0.03797942900001772, | |
| 0.036663256999986515, | |
| 0.037474580999969476, | |
| 0.036277202000007946 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 26.154093650555307 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.4551665557264794e-06, | |
| "ram": 6.081307614408616e-08, | |
| "gpu": 0.0, | |
| "total": 1.5159796318705655e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 659639.469407713 | |
| } | |
| } | |
| } | |
| } |