IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
dcff81c
verified
| { | |
| "config": { | |
| "name": "cpu_inference_transformers_text-classification_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+cpu", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "text-classification", | |
| "library": "transformers", | |
| "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": {}, | |
| "hub_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, | |
| "latency": true, | |
| "memory": 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-6.5.0-1022-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "optimum_benchmark_version": "0.3.0", | |
| "optimum_benchmark_commit": "57f6495c03ea0fa48e157048c97add150dcd765c", | |
| "transformers_version": "4.42.3", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.31.0", | |
| "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": { | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 937.828352, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 32, | |
| "total": 1.0087376919999542, | |
| "mean": 0.03152305287499857, | |
| "stdev": 0.0011621009057799418, | |
| "p50": 0.031262884499994925, | |
| "p90": 0.032842504900020233, | |
| "p95": 0.033084657250012126, | |
| "p99": 0.034610215830020934, | |
| "values": [ | |
| 0.031868089999989024, | |
| 0.03195508400000335, | |
| 0.033183429000018805, | |
| 0.03237163200003579, | |
| 0.03191554900001847, | |
| 0.03200786200000039, | |
| 0.03096351900001082, | |
| 0.03084405599997808, | |
| 0.030639795000013237, | |
| 0.030721045000007052, | |
| 0.030756322000002, | |
| 0.031104141999946933, | |
| 0.030773083999974915, | |
| 0.030495383000015863, | |
| 0.03037857599997551, | |
| 0.031015045000003738, | |
| 0.03052773399997477, | |
| 0.030484503999957724, | |
| 0.03131720099997892, | |
| 0.03224620700001424, | |
| 0.03226503199999797, | |
| 0.03183129100000315, | |
| 0.032236218999969424, | |
| 0.032389454999986356, | |
| 0.033003844000006666, | |
| 0.03525123600002189, | |
| 0.032630185000016354, | |
| 0.03286609600002066, | |
| 0.031208568000010928, | |
| 0.030397302000039872, | |
| 0.029694306999999753, | |
| 0.029395897999961562 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 31.722815806114887 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.198504468808672e-06, | |
| "ram": 5.008693310483894e-08, | |
| "gpu": 0.0, | |
| "total": 1.2485914019135109e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 800902.5198054898 | |
| } | |
| } | |
| } | |
| } |