IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
1827553
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": "3ac13a44411184d8baf45b9f8b15966e5656c113", | |
| "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": 947.150848, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.35356962000003, | |
| "mean": 4.35356962000003, | |
| "stdev": 0.0, | |
| "p50": 4.35356962000003, | |
| "p90": 4.35356962000003, | |
| "p95": 4.35356962000003, | |
| "p99": 4.35356962000003, | |
| "values": [ | |
| 4.35356962000003 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.834288219444432e-05, | |
| "ram": 2.0204952759474977e-06, | |
| "gpu": 0, | |
| "total": 5.0363377470391816e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 954.49088, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 28, | |
| "total": 1.0155131160000792, | |
| "mean": 0.0362683255714314, | |
| "stdev": 0.002165833602138026, | |
| "p50": 0.0368714345000285, | |
| "p90": 0.038078353600002404, | |
| "p95": 0.03819603429999461, | |
| "p99": 0.03948286108000161, | |
| "values": [ | |
| 0.037744239000005564, | |
| 0.037486956000009286, | |
| 0.03606970399999909, | |
| 0.03479930700001432, | |
| 0.037091954000004534, | |
| 0.037775117000023783, | |
| 0.0367037249999953, | |
| 0.036932533999959105, | |
| 0.03806968300000335, | |
| 0.03656204800000751, | |
| 0.03775593199998184, | |
| 0.03735586999999896, | |
| 0.038098585000000185, | |
| 0.039939403000005314, | |
| 0.038248506999991605, | |
| 0.03687489600002891, | |
| 0.037198994999982915, | |
| 0.0371239140000057, | |
| 0.03684015100003535, | |
| 0.03686797300002809, | |
| 0.03642075300001579, | |
| 0.03670700099996793, | |
| 0.03657671600001322, | |
| 0.03322126199998365, | |
| 0.03233625899997605, | |
| 0.03099752400004263, | |
| 0.03175913499995886, | |
| 0.031954973000040354 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 27.572268204951296 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.237855769791659e-06, | |
| "ram": 5.173231984817873e-08, | |
| "gpu": 0.0, | |
| "total": 1.2895880896398377e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 775441.4049212293 | |
| } | |
| } | |
| } | |
| } |