IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
f6b18e0
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": "2cd267cd040017299b1552b6228f28f2c1190ba4", | |
| "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": 939.548672, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.5758151269999985, | |
| "mean": 4.5758151269999985, | |
| "stdev": 0.0, | |
| "p50": 4.5758151269999985, | |
| "p90": 4.5758151269999985, | |
| "p95": 4.5758151269999985, | |
| "p99": 4.5758151269999985, | |
| "values": [ | |
| 4.5758151269999985 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.8947864108615456e-05, | |
| "ram": 2.0457729067413767e-06, | |
| "gpu": 0, | |
| "total": 5.099363701535683e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 948.199424, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 30, | |
| "total": 1.024271882999983, | |
| "mean": 0.03414239609999944, | |
| "stdev": 0.0007866634486662278, | |
| "p50": 0.034143289500036644, | |
| "p90": 0.03442297110000823, | |
| "p95": 0.034933644899973616, | |
| "p99": 0.03708498965998672, | |
| "values": [ | |
| 0.03422499000004109, | |
| 0.03362425800003166, | |
| 0.03364911400001347, | |
| 0.0341521540000258, | |
| 0.034242843000015455, | |
| 0.03353043300000991, | |
| 0.03421480099996188, | |
| 0.03415264400001661, | |
| 0.033796279000000595, | |
| 0.034645874999966964, | |
| 0.03414627200004361, | |
| 0.03416543800000227, | |
| 0.03392549899996311, | |
| 0.03516909299997906, | |
| 0.03439820400001281, | |
| 0.03418316199997662, | |
| 0.03424208199999157, | |
| 0.03352513199996565, | |
| 0.03352529199997889, | |
| 0.03341046799999958, | |
| 0.033615199999985634, | |
| 0.03420368000001872, | |
| 0.033949215000006916, | |
| 0.034006250000004457, | |
| 0.03394741100004239, | |
| 0.03365436399997179, | |
| 0.03361791199995423, | |
| 0.034345971999982794, | |
| 0.03414030700002968, | |
| 0.03786753899998985 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 29.2890984297384 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.2868374906560426e-06, | |
| "ram": 5.3779194317243184e-08, | |
| "gpu": 0.0, | |
| "total": 1.3406166849732858e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 745925.3724116725 | |
| } | |
| } | |
| } | |
| } |