IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
0596f01
verified
| { | |
| "config": { | |
| "name": "cpu_inference_transformers_multiple-choice_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+cpu", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "multiple-choice", | |
| "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-6.5.0-1023-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "optimum_benchmark_version": "0.3.1", | |
| "optimum_benchmark_commit": "034e40c3ab573ad44343a7fcce8e83f9a39327de", | |
| "transformers_version": "4.42.4", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.32.1", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.29.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.7", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 942.010368, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.4770662329999595, | |
| "mean": 4.4770662329999595, | |
| "stdev": 0.0, | |
| "p50": 4.4770662329999595, | |
| "p90": 4.4770662329999595, | |
| "p95": 4.4770662329999595, | |
| "p99": 4.4770662329999595, | |
| "values": [ | |
| 4.4770662329999595 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.845596551895142e-05, | |
| "ram": 2.0252309501870515e-06, | |
| "gpu": 0, | |
| "total": 5.048119646913847e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 953.020416, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 26, | |
| "total": 1.023882426000057, | |
| "mean": 0.0393800933076945, | |
| "stdev": 0.0009656837142034471, | |
| "p50": 0.03908391349997942, | |
| "p90": 0.04044876450001311, | |
| "p95": 0.04119655450000437, | |
| "p99": 0.04242021325001133, | |
| "values": [ | |
| 0.0400378840000144, | |
| 0.03926748399999269, | |
| 0.03908338299999059, | |
| 0.039084443999968244, | |
| 0.03875459200003206, | |
| 0.03870207400001391, | |
| 0.03855591199999253, | |
| 0.03865815199998224, | |
| 0.03910396999998511, | |
| 0.04137448000000177, | |
| 0.039535342000021956, | |
| 0.0388452100000336, | |
| 0.03877761399996871, | |
| 0.039190392000023166, | |
| 0.0384813329999929, | |
| 0.03862746499999048, | |
| 0.0398398899999961, | |
| 0.03893183999997518, | |
| 0.03857615000003989, | |
| 0.039056152000000566, | |
| 0.03969578999999612, | |
| 0.04276879100001452, | |
| 0.04066277800001217, | |
| 0.04023475100001406, | |
| 0.03918048299999555, | |
| 0.03885607000000846 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 25.39354064467413 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.5144224350269026e-06, | |
| "ram": 6.329050018476979e-08, | |
| "gpu": 0.0, | |
| "total": 1.5777129352116722e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 633828.8656204977 | |
| } | |
| } | |
| } | |
| } |