IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
58efadb
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": 16757.338112, | |
| "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": "bbd38855156b81c8eada2deda937e3adeb3b496b", | |
| "transformers_version": "4.44.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.1", | |
| "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": 946.110464, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.52761446400001, | |
| "mean": 4.52761446400001, | |
| "stdev": 0.0, | |
| "p50": 4.52761446400001, | |
| "p90": 4.52761446400001, | |
| "p95": 4.52761446400001, | |
| "p99": 4.52761446400001, | |
| "values": [ | |
| 4.52761446400001 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.8018363672220715e-05, | |
| "ram": 2.006891709328771e-06, | |
| "gpu": 0, | |
| "total": 5.002525538154949e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 953.450496, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 29, | |
| "total": 1.0053812179999682, | |
| "mean": 0.034668317862067866, | |
| "stdev": 0.002398905469273133, | |
| "p50": 0.03552920399999948, | |
| "p90": 0.037546448400019014, | |
| "p95": 0.03775689100003774, | |
| "p99": 0.03779071131997853, | |
| "values": [ | |
| 0.037770961000035186, | |
| 0.03779839199995649, | |
| 0.03673029800000904, | |
| 0.03504006999997955, | |
| 0.03749911400001338, | |
| 0.03678991900000028, | |
| 0.03702932599998121, | |
| 0.03646531300000788, | |
| 0.03555357999999842, | |
| 0.03552920399999948, | |
| 0.03579633399999693, | |
| 0.03773578600004157, | |
| 0.03668010500001628, | |
| 0.037489225000001625, | |
| 0.036740276999978505, | |
| 0.036904101999994054, | |
| 0.03169252999998662, | |
| 0.03242032800000061, | |
| 0.03154442300001392, | |
| 0.03302303399999573, | |
| 0.031614153000020906, | |
| 0.03311758099999906, | |
| 0.03148056399999177, | |
| 0.03252099599995972, | |
| 0.031502552999995714, | |
| 0.033026522000000114, | |
| 0.031561604999978954, | |
| 0.03263409699997055, | |
| 0.03169082600004458 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 28.844779950922973 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.2303224159722763e-06, | |
| "ram": 5.141481958607491e-08, | |
| "gpu": 0.0, | |
| "total": 1.2817372355583512e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 780191.1127005523 | |
| } | |
| } | |
| } | |
| } |