IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
bb97aca
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": "warn", | |
| "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": "505086556c6e125f92759cd19b806135534e5ab3", | |
| "transformers_version": "4.44.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.34.0", | |
| "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": 946.397184, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.420540682999956, | |
| "mean": 4.420540682999956, | |
| "stdev": 0.0, | |
| "p50": 4.420540682999956, | |
| "p90": 4.420540682999956, | |
| "p95": 4.420540682999956, | |
| "p99": 4.420540682999956, | |
| "values": [ | |
| 4.420540682999956 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.824968757777761e-05, | |
| "ram": 2.016596327412515e-06, | |
| "gpu": 0, | |
| "total": 5.0266283905190125e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 953.868288, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 31, | |
| "total": 1.0109943680001265, | |
| "mean": 0.03261272154839118, | |
| "stdev": 0.0006969505263824837, | |
| "p50": 0.032545630999948116, | |
| "p90": 0.03311868200000845, | |
| "p95": 0.03331506850003052, | |
| "p99": 0.034847622100033955, | |
| "values": [ | |
| 0.03329427900001747, | |
| 0.032821907000027295, | |
| 0.03252246799996783, | |
| 0.03311868200000845, | |
| 0.032516315999998824, | |
| 0.03237818799999559, | |
| 0.03287898300004599, | |
| 0.03304178799999136, | |
| 0.03244626500003278, | |
| 0.03226657900000873, | |
| 0.032204702999990786, | |
| 0.032276998999975604, | |
| 0.03270885599999929, | |
| 0.032719315000008464, | |
| 0.03210794299997133, | |
| 0.03285770400003685, | |
| 0.03182089699998869, | |
| 0.031893562999982805, | |
| 0.03268561200002296, | |
| 0.032112211000026036, | |
| 0.03223910799999885, | |
| 0.032545630999948116, | |
| 0.03292751499998303, | |
| 0.03234650799998917, | |
| 0.033046495999997205, | |
| 0.03146123499999476, | |
| 0.03255063000000291, | |
| 0.03156381600001623, | |
| 0.03280879200002573, | |
| 0.03549552100002984, | |
| 0.03333585800004357 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 30.662881002316446 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.2516057810763534e-06, | |
| "ram": 5.230701389582242e-08, | |
| "gpu": 0.0, | |
| "total": 1.3039127949721759e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 766922.4535996205 | |
| } | |
| } | |
| } | |
| } |