IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
113f275
verified
| { | |
| "config": { | |
| "name": "cpu_inference_transformers_text-classification_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.0+cpu", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "text-classification", | |
| "library": "transformers", | |
| "model_type": "roberta", | |
| "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": {}, | |
| "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-6.5.0-1024-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "optimum_benchmark_version": "0.3.1", | |
| "optimum_benchmark_commit": "e185b4a299427f88d515b3c18d3c0c0dc8e91cd8", | |
| "transformers_version": "4.43.3", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.29.2", | |
| "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": 946.692096, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.422170887999982, | |
| "mean": 4.422170887999982, | |
| "stdev": 0.0, | |
| "p50": 4.422170887999982, | |
| "p90": 4.422170887999982, | |
| "p95": 4.422170887999982, | |
| "p99": 4.422170887999982, | |
| "values": [ | |
| 4.422170887999982 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.818392992019653e-05, | |
| "ram": 2.013851266713118e-06, | |
| "gpu": 0, | |
| "total": 5.019778118690965e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 954.1632, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 30, | |
| "total": 1.0033971859998587, | |
| "mean": 0.03344657286666196, | |
| "stdev": 0.0019118154978567188, | |
| "p50": 0.03263460750000036, | |
| "p90": 0.03699995489999992, | |
| "p95": 0.03717626239999276, | |
| "p99": 0.03828214909003066, | |
| "values": [ | |
| 0.03425708399998939, | |
| 0.03275803299999325, | |
| 0.03246164999995926, | |
| 0.031994790999988254, | |
| 0.032505050999986906, | |
| 0.032192869999960294, | |
| 0.03235448099997029, | |
| 0.03312033700001393, | |
| 0.032522353999979714, | |
| 0.0321111270000074, | |
| 0.032243392999987464, | |
| 0.032143637999979546, | |
| 0.03201494900002899, | |
| 0.032280603000003794, | |
| 0.03267604999996365, | |
| 0.03210467500002778, | |
| 0.032872445999998945, | |
| 0.032653578000008565, | |
| 0.03257091400001855, | |
| 0.03261563699999215, | |
| 0.031953533999967476, | |
| 0.032776307000006, | |
| 0.03289944600004446, | |
| 0.03270501399998693, | |
| 0.03609470699996109, | |
| 0.03870534000003545, | |
| 0.03698984400000427, | |
| 0.037246061000018926, | |
| 0.03709095299996079, | |
| 0.036482319000015195 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 29.898429473973255 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.258948114183214e-06, | |
| "ram": 5.2613081833104866e-08, | |
| "gpu": 0.0, | |
| "total": 1.311561196016319e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 762450.1266409513 | |
| } | |
| } | |
| } | |
| } |