IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
213eaed
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-6.5.0-1024-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "optimum_benchmark_version": "0.4.0", | |
| "optimum_benchmark_commit": "2680e6fb8019f9b6eb6fcaa00b283acdac4d3d3d", | |
| "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": 947.908608, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.354532634000009, | |
| "mean": 4.354532634000009, | |
| "stdev": 0.0, | |
| "p50": 4.354532634000009, | |
| "p90": 4.354532634000009, | |
| "p95": 4.354532634000009, | |
| "p99": 4.354532634000009, | |
| "values": [ | |
| 4.354532634000009 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.865823056962755e-05, | |
| "ram": 2.0336690930353523e-06, | |
| "gpu": 0, | |
| "total": 5.06918996626629e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 955.117568, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 31, | |
| "total": 1.021234858000014, | |
| "mean": 0.03294305993548432, | |
| "stdev": 0.00204733219335439, | |
| "p50": 0.03181630900002119, | |
| "p90": 0.036283060000016576, | |
| "p95": 0.036735516999982565, | |
| "p99": 0.03701320229997122, | |
| "values": [ | |
| 0.03709937999997237, | |
| 0.036283060000016576, | |
| 0.03493828000000576, | |
| 0.034387557999991714, | |
| 0.03584055999999691, | |
| 0.03604355100003431, | |
| 0.036658912999996573, | |
| 0.036812120999968556, | |
| 0.03454078499999014, | |
| 0.031447318000005, | |
| 0.031410680000021785, | |
| 0.031214992999991864, | |
| 0.03178747599997678, | |
| 0.03214245000003757, | |
| 0.031747971000015696, | |
| 0.03160171700000092, | |
| 0.03232719700002917, | |
| 0.031277780000039, | |
| 0.03160327899996673, | |
| 0.031463197999983095, | |
| 0.03181630900002119, | |
| 0.03186778599996387, | |
| 0.03202223599998888, | |
| 0.03164667100003271, | |
| 0.03140569999999343, | |
| 0.0312516619999883, | |
| 0.03084541199996238, | |
| 0.03132120100002567, | |
| 0.03118531699999494, | |
| 0.0320460699999785, | |
| 0.03519822700002351 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 30.355407237773292 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.269714208486687e-06, | |
| "ram": 5.3063350044841245e-08, | |
| "gpu": 0.0, | |
| "total": 1.3227775585315284e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 755985.005604527 | |
| } | |
| } | |
| } | |
| } |