IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
d079c4f
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": "900139739b058e0bc6c42842dca50b13fd103f21", | |
| "transformers_version": "4.44.0", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.0", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.8", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 969.166848, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.356854923000014, | |
| "mean": 4.356854923000014, | |
| "stdev": 0.0, | |
| "p50": 4.356854923000014, | |
| "p90": 4.356854923000014, | |
| "p95": 4.356854923000014, | |
| "p99": 4.356854923000014, | |
| "values": [ | |
| 4.356854923000014 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 5.087418770000057e-05, | |
| "ram": 2.1263164250813715e-06, | |
| "gpu": 0, | |
| "total": 5.3000504125081944e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 882.987008, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 27, | |
| "total": 1.0239864299998658, | |
| "mean": 0.037925423333328365, | |
| "stdev": 0.001043783555849595, | |
| "p50": 0.037701384999991205, | |
| "p90": 0.038622093600008615, | |
| "p95": 0.0395699356999728, | |
| "p99": 0.041581862239991094, | |
| "values": [ | |
| 0.038451672000007875, | |
| 0.037663635999990674, | |
| 0.03986659699995698, | |
| 0.03782854299998917, | |
| 0.03736664299998438, | |
| 0.037400676000004296, | |
| 0.03785650499997928, | |
| 0.03813383000004933, | |
| 0.037136524000004556, | |
| 0.037868806999995286, | |
| 0.03768492500000775, | |
| 0.037144359000023996, | |
| 0.038141716999973596, | |
| 0.037306640999986485, | |
| 0.037322098999993614, | |
| 0.037217165000015484, | |
| 0.037701384999991205, | |
| 0.03805457400000023, | |
| 0.038877726000009716, | |
| 0.037900225999976556, | |
| 0.03755177699997603, | |
| 0.03745635000001357, | |
| 0.03810834299997623, | |
| 0.04218452300000308, | |
| 0.03674266100000523, | |
| 0.03814792699995451, | |
| 0.03687059899999667 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 26.367536921366757 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.4410069388888916e-06, | |
| "ram": 6.022194305100999e-08, | |
| "gpu": 0.0, | |
| "total": 1.5012288819399016e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 666120.9440014176 | |
| } | |
| } | |
| } | |
| } |