IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
89052d8
verified
{ | |
"config": { | |
"name": "cpu_inference_transformers_text-classification_FacebookAI/roberta-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.5.1+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": 2, | |
"sequence_length": 16, | |
"num_choices": 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": null, | |
"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": "3.10.15", | |
"optimum_benchmark_version": "0.5.0.dev0", | |
"optimum_benchmark_commit": "dcb5f2ebfa5a1d3b392d8db4e17c100e900e10f7", | |
"transformers_version": "4.46.3", | |
"transformers_commit": null, | |
"accelerate_version": "1.1.1", | |
"accelerate_commit": null, | |
"diffusers_version": "0.31.0", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.11", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
}, | |
"print_report": true, | |
"log_report": true | |
}, | |
"report": { | |
"load_model": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 969.039872, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
1.2556088200000204 | |
], | |
"count": 1, | |
"total": 1.2556088200000204, | |
"mean": 1.2556088200000204, | |
"p50": 1.2556088200000204, | |
"p90": 1.2556088200000204, | |
"p95": 1.2556088200000204, | |
"p99": 1.2556088200000204, | |
"stdev": 0, | |
"stdev_": 0 | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 0.00018394428974444316, | |
"ram": 7.688922104131573e-06, | |
"gpu": 0, | |
"total": 0.00019163321184857473 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 984.260608, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.07166177499999549, | |
0.07017585199997711, | |
0.07066049700000576, | |
0.07038301800002955, | |
0.07188110499998857, | |
0.0695199079999611, | |
0.0719508649999625, | |
0.07049841299999571, | |
0.07186342199997853, | |
0.07325111199997991, | |
0.07041702100002567, | |
0.07302629200000865, | |
0.0723040739999874, | |
0.0729769100000226 | |
], | |
"count": 14, | |
"total": 1.0005702639999186, | |
"mean": 0.07146930457142275, | |
"p50": 0.07176259849998701, | |
"p90": 0.07301147740001283, | |
"p95": 0.0731049789999986, | |
"p99": 0.07322188539998364, | |
"stdev": 0.001150152196555846, | |
"stdev_": 1.6092953519737176 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 27.984041708441456 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 2.4250681114378812e-06, | |
"ram": 1.0134917872953972e-07, | |
"gpu": 0.0, | |
"total": 2.526417290167421e-06 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 791634.8608695057 | |
} | |
} | |
} | |
} |