IlyasMoutawwakil
HF Staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
c925347
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": "61123f7169ae188508e9e8c5ca6b9a54a00965ed", | |
| "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": 941.604864, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.253271232000031, | |
| "mean": 4.253271232000031, | |
| "stdev": 0.0, | |
| "p50": 4.253271232000031, | |
| "p90": 4.253271232000031, | |
| "p95": 4.253271232000031, | |
| "p99": 4.253271232000031, | |
| "values": [ | |
| 4.253271232000031 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.8665304978688566e-05, | |
| "ram": 2.033980826018933e-06, | |
| "gpu": 0, | |
| "total": 5.06992858047075e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 949.731328, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 29, | |
| "total": 1.0245393000001854, | |
| "mean": 0.03532894137931674, | |
| "stdev": 0.0011387643659641765, | |
| "p50": 0.03555375000001959, | |
| "p90": 0.036370023400013454, | |
| "p95": 0.03692412279999644, | |
| "p99": 0.037424744719992305, | |
| "values": [ | |
| 0.037563863000002584, | |
| 0.03577968799999098, | |
| 0.035989901999982976, | |
| 0.03313573000002634, | |
| 0.03706701199996587, | |
| 0.03513638199996194, | |
| 0.03489612200002057, | |
| 0.0345504840000217, | |
| 0.03548614699997188, | |
| 0.034866265000005114, | |
| 0.03420113800001445, | |
| 0.03578460700003916, | |
| 0.03628508200000624, | |
| 0.03518128199999637, | |
| 0.03550009999997883, | |
| 0.03610872100000506, | |
| 0.03440030699999852, | |
| 0.03670978900004229, | |
| 0.03469998799999985, | |
| 0.03579357000000982, | |
| 0.0358596739999939, | |
| 0.03555375000001959, | |
| 0.035451518000002125, | |
| 0.03389417800002548, | |
| 0.035854645000028995, | |
| 0.03584311299999854, | |
| 0.03557896700004903, | |
| 0.03571033399998669, | |
| 0.031656942000040544 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 28.305405170884857 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.1713336495792167e-06, | |
| "ram": 4.895245169824888e-08, | |
| "gpu": 0.0, | |
| "total": 1.2202861012774654e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 819479.9555228424 | |
| } | |
| } | |
| } | |
| } |