{ "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": 16766.7712, "system": "Linux", "machine": "x86_64", "platform": "Linux-6.8.0-1014-azure-x86_64-with-glibc2.35", "processor": "x86_64", "python_version": "3.10.15", "optimum_benchmark_version": "0.5.0.dev0", "optimum_benchmark_commit": "0a6df5b9a995b4bb9aebaf68a47898df52335978", "transformers_version": "4.45.2", "transformers_commit": null, "accelerate_version": "1.0.0", "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": 946.438144, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "values": [ 1.2330831630000034 ], "count": 1, "total": 1.2330831630000034, "mean": 1.2330831630000034, "p50": 1.2330831630000034, "p90": 1.2330831630000034, "p95": 1.2330831630000034, "p99": 1.2330831630000034, "stdev": 0, "stdev_": 0 }, "throughput": null, "energy": null, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 954.69568, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "values": [ 0.033794892000003074, 0.0331084229999874, 0.032983251000018754, 0.03319795999999542, 0.03289916299996776, 0.0332214649999969, 0.03297676800002591, 0.03266912499998398, 0.03299346900001865, 0.03322172500003262, 0.03332380399996282, 0.03309770399999934, 0.03302027999995971, 0.03307796699999699, 0.03294197399998211, 0.033051347000025544, 0.03402307699997209, 0.03348752900001273, 0.03305296100000987, 0.03313811999998961, 0.03308098200000131, 0.033524948999968274, 0.032927437000012105, 0.030017447999966862, 0.028325356999971518, 0.028054241999996066, 0.028132277999986854, 0.02807337799998777, 0.02793040099999189, 0.027914512000052127, 0.028045706000000337, 0.028161320999970485 ], "count": 32, "total": 1.0174690149998469, "mean": 0.031795906718745215, "p50": 0.03300687449998918, "p90": 0.03347115650000774, "p95": 0.03364642334998393, "p99": 0.0339523396499817, "stdev": 0.0022285278558124063, "stdev_": 7.008851408217845 }, "throughput": { "unit": "samples/s", "value": 31.450589185759938 }, "energy": { "unit": "kWh", "cpu": 1.125205002222174e-06, "ram": 4.7051117734809224e-08, "gpu": 0.0, "total": 1.172256119956983e-06 }, "efficiency": { "unit": "samples/kWh", "value": 853055.9004773598 } } } }