IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
25bd713
verified
| { | |
| "config": { | |
| "name": "cpu_inference_transformers_text-classification_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+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": 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": 941.34272, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.365514271000052, | |
| "mean": 4.365514271000052, | |
| "stdev": 0.0, | |
| "p50": 4.365514271000052, | |
| "p90": 4.365514271000052, | |
| "p95": 4.365514271000052, | |
| "p99": 4.365514271000052, | |
| "values": [ | |
| 4.365514271000052 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.9641044934590657e-05, | |
| "ram": 2.074769394481564e-06, | |
| "gpu": 0, | |
| "total": 5.171581432907222e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 949.20704, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 32, | |
| "total": 1.007503905000135, | |
| "mean": 0.03148449703125422, | |
| "stdev": 0.001195876098778029, | |
| "p50": 0.031227014999984704, | |
| "p90": 0.03247609049999482, | |
| "p95": 0.03330318125001099, | |
| "p99": 0.035574722780029336, | |
| "values": [ | |
| 0.031789290000006076, | |
| 0.031173605999981646, | |
| 0.03205813900001431, | |
| 0.030910796999989998, | |
| 0.031187821999992593, | |
| 0.03128834900002175, | |
| 0.03379592900000716, | |
| 0.03637389100003929, | |
| 0.03130487999999332, | |
| 0.030997468999999, | |
| 0.03105224000000817, | |
| 0.031015111000044726, | |
| 0.031372064000038336, | |
| 0.03115064399997891, | |
| 0.03153171100001373, | |
| 0.031354011000019, | |
| 0.031266207999976814, | |
| 0.031126938999989306, | |
| 0.03089027900000474, | |
| 0.030997157999991032, | |
| 0.03248767799999541, | |
| 0.031667484000024615, | |
| 0.03169650800003865, | |
| 0.03113529499995593, | |
| 0.030445081999971535, | |
| 0.030123854999999367, | |
| 0.030391191000035178, | |
| 0.03237180299998954, | |
| 0.03290002400001413, | |
| 0.031972741000004135, | |
| 0.03012815300002103, | |
| 0.029547553999975662 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 31.76166349449108 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.175531608606476e-06, | |
| "ram": 4.912790520476766e-08, | |
| "gpu": 0.0, | |
| "total": 1.2246595138112436e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 816553.4899475167 | |
| } | |
| } | |
| } | |
| } |