IlyasMoutawwakil HF Staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
942edd3 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-6.5.0-1024-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "optimum_benchmark_version": "0.3.1", | |
| "optimum_benchmark_commit": "a7a97473b632c48148612a312a4eb89b241c78ba", | |
| "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": 942.112768, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.349626700000044, | |
| "mean": 4.349626700000044, | |
| "stdev": 0.0, | |
| "p50": 4.349626700000044, | |
| "p90": 4.349626700000044, | |
| "p95": 4.349626700000044, | |
| "p99": 4.349626700000044, | |
| "values": [ | |
| 4.349626700000044 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.871175686518352e-05, | |
| "ram": 2.035915682282621e-06, | |
| "gpu": 0, | |
| "total": 5.074767254746614e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 949.977088, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 27, | |
| "total": 1.0004303400002073, | |
| "mean": 0.03705297555556323, | |
| "stdev": 0.0010907624925203857, | |
| "p50": 0.03688947799997777, | |
| "p90": 0.038535824799987496, | |
| "p95": 0.03899774720001119, | |
| "p99": 0.03939390454002364, | |
| "values": [ | |
| 0.038905756000019664, | |
| 0.036714361000008466, | |
| 0.03575169199996253, | |
| 0.03663573400001496, | |
| 0.03764802599999939, | |
| 0.03903717200000756, | |
| 0.03744712000002437, | |
| 0.036617560000024696, | |
| 0.03764552199999116, | |
| 0.03556564400003026, | |
| 0.03589047100001608, | |
| 0.03951924300002929, | |
| 0.03735469700001204, | |
| 0.03783317100004524, | |
| 0.03828920399996605, | |
| 0.03540595599997687, | |
| 0.03661885299999312, | |
| 0.03723854999998366, | |
| 0.03598916500004634, | |
| 0.03781862400001046, | |
| 0.03688947799997777, | |
| 0.03676190999999562, | |
| 0.03586942200001886, | |
| 0.035244594000005236, | |
| 0.036811593000038556, | |
| 0.03737303200000497, | |
| 0.03755379000000403 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 26.988385818041472 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.2323828621043101e-06, | |
| "ram": 5.1501800638256157e-08, | |
| "gpu": 0.0, | |
| "total": 1.2838846627425662e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 778886.1640140269 | |
| } | |
| } | |
| } | |
| } |