IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
e4cfe81
verified
| { | |
| "config": { | |
| "name": "cpu_inference_transformers_text-classification_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.1+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": 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": "3.10.14", | |
| "optimum_benchmark_version": "0.4.0", | |
| "optimum_benchmark_commit": "1cf5bfa2950404184ab9e18b574b5cfdc4aa0503", | |
| "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": 944.386048, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.342401798000026, | |
| "mean": 4.342401798000026, | |
| "stdev": 0.0, | |
| "p50": 4.342401798000026, | |
| "p90": 4.342401798000026, | |
| "p95": 4.342401798000026, | |
| "p99": 4.342401798000026, | |
| "values": [ | |
| 4.342401798000026 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.9324131733333034e-05, | |
| "ram": 2.06150909551273e-06, | |
| "gpu": 0, | |
| "total": 5.138564082884576e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 952.119296, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 32, | |
| "total": 1.014095159999897, | |
| "mean": 0.031690473749996784, | |
| "stdev": 0.0008685488848343352, | |
| "p50": 0.0314760389999833, | |
| "p90": 0.03205160319999436, | |
| "p95": 0.033302792600002816, | |
| "p99": 0.034740159219996375, | |
| "values": [ | |
| 0.03168792500002837, | |
| 0.03128980099995715, | |
| 0.03479290199999241, | |
| 0.03064023700000007, | |
| 0.03127645600000051, | |
| 0.03192375600002606, | |
| 0.031084286999998767, | |
| 0.031337900999972135, | |
| 0.031199983000021803, | |
| 0.031669109999995726, | |
| 0.03103429300000471, | |
| 0.031069199000000935, | |
| 0.032222816000000876, | |
| 0.03130711299996847, | |
| 0.0313988749999794, | |
| 0.0314591769999879, | |
| 0.031292635999989216, | |
| 0.03203814099998681, | |
| 0.03162544799999978, | |
| 0.0320530989999952, | |
| 0.0318487369999616, | |
| 0.031946779000008974, | |
| 0.03170179200003531, | |
| 0.03190287799998259, | |
| 0.0314929009999787, | |
| 0.03121139399996764, | |
| 0.03126751000002059, | |
| 0.03180783000004794, | |
| 0.03462276400000519, | |
| 0.03203649699997868, | |
| 0.030996543000014753, | |
| 0.030856379999988803 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 31.555224067929924 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.1828289949494588e-06, | |
| "ram": 4.9429737475562425e-08, | |
| "gpu": 0.0, | |
| "total": 1.232258732425021e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 811517.8847481584 | |
| } | |
| } | |
| } | |
| } |