IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
015bdb0
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": 16766.783488, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-6.8.0-1015-azure-x86_64-with-glibc2.39", | |
| "processor": "x86_64", | |
| "python_version": "3.10.15", | |
| "optimum_benchmark_version": "0.5.0.dev0", | |
| "optimum_benchmark_commit": "8bd7430b5a210454e1554b813733827ac7ec1b24", | |
| "transformers_version": "4.45.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "1.0.1", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.3", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.9", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| }, | |
| "print_report": true, | |
| "log_report": true | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 946.958336, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 1.2301474199999802 | |
| ], | |
| "count": 1, | |
| "total": 1.2301474199999802, | |
| "mean": 1.2301474199999802, | |
| "p50": 1.2301474199999802, | |
| "p90": 1.2301474199999802, | |
| "p95": 1.2301474199999802, | |
| "p99": 1.2301474199999802, | |
| "stdev": 0, | |
| "stdev_": 0 | |
| }, | |
| "throughput": null, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 955.346944, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.03499799999997322, | |
| 0.034658918000047834, | |
| 0.03499960399994961, | |
| 0.03473322600001438, | |
| 0.03470618599999398, | |
| 0.03503857599997673, | |
| 0.034484872999996696, | |
| 0.03404198699996641, | |
| 0.03462909199998876, | |
| 0.03483069899999691, | |
| 0.03481744399999798, | |
| 0.0351458970000067, | |
| 0.03463819999996076, | |
| 0.03481311600000936, | |
| 0.0344798849999961, | |
| 0.034333161000006385, | |
| 0.03508685700001024, | |
| 0.035360235999974066, | |
| 0.03452867599997944, | |
| 0.0345556650000276, | |
| 0.034613773999979, | |
| 0.03475780299999087, | |
| 0.03176077700004498, | |
| 0.029207167999970807, | |
| 0.02922234700002946, | |
| 0.030491713999992953, | |
| 0.02938609200003839, | |
| 0.029087313999980324, | |
| 0.029252453000026435, | |
| 0.029168436000020392 | |
| ], | |
| "count": 30, | |
| "total": 1.0018281759999468, | |
| "mean": 0.03339427253333156, | |
| "p50": 0.03462143299998388, | |
| "p90": 0.03504340409998008, | |
| "p95": 0.03511932900000829, | |
| "p99": 0.03529807768998353, | |
| "stdev": 0.002289445915144382, | |
| "stdev_": 6.85580412886442 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 29.9452548038553 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.1469016393790505e-06, | |
| "ram": 4.795816995751087e-08, | |
| "gpu": 0.0, | |
| "total": 1.1948598093365613e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 836918.2662150499 | |
| } | |
| } | |
| } | |
| } |