IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
7e691c9
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-6.5.0-1025-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "optimum_benchmark_version": "0.4.0", | |
| "optimum_benchmark_commit": "07a8cb687fae1efd79b34b906447fdcec00042fd", | |
| "transformers_version": "4.44.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.2", | |
| "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": 947.351552, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.247454566999977, | |
| "mean": 4.247454566999977, | |
| "stdev": 0.0, | |
| "p50": 4.247454566999977, | |
| "p90": 4.247454566999977, | |
| "p95": 4.247454566999977, | |
| "p99": 4.247454566999977, | |
| "values": [ | |
| 4.247454566999977 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.776833642777882e-05, | |
| "ram": 1.996482171234892e-06, | |
| "gpu": 0, | |
| "total": 4.976481859901371e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 954.953728, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 33, | |
| "total": 1.0202758940001218, | |
| "mean": 0.030917451333337023, | |
| "stdev": 0.0008759051132561737, | |
| "p50": 0.030683416999977453, | |
| "p90": 0.03178257819998862, | |
| "p95": 0.03253343080001514, | |
| "p99": 0.03406385743998499, | |
| "values": [ | |
| 0.031098597000038808, | |
| 0.030812289000039073, | |
| 0.03046206499999471, | |
| 0.030539936000025136, | |
| 0.030889082999976836, | |
| 0.030683416999977453, | |
| 0.030551027999990765, | |
| 0.031156565999992836, | |
| 0.031484883000018726, | |
| 0.030779606999999487, | |
| 0.030437003999963963, | |
| 0.03088984400000072, | |
| 0.030367663999982142, | |
| 0.034490963999985524, | |
| 0.03072554600004196, | |
| 0.030810195000015028, | |
| 0.030691461999992953, | |
| 0.03037418600001729, | |
| 0.030427174999999806, | |
| 0.030527283000026273, | |
| 0.03119306400003552, | |
| 0.031857001999981094, | |
| 0.030822277999959624, | |
| 0.030649994999976116, | |
| 0.030366992000040227, | |
| 0.03064832000001161, | |
| 0.03033503199998222, | |
| 0.030254119999995055, | |
| 0.030520831000046655, | |
| 0.032118214000036005, | |
| 0.03315625599998384, | |
| 0.030197433000012097, | |
| 0.0299575629999822 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 32.34419257973379 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.1602579367646988e-06, | |
| "ram": 4.848917268415795e-08, | |
| "gpu": 0.0, | |
| "total": 1.2087471094488568e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 827302.9090890338 | |
| } | |
| } | |
| } | |
| } |