{ "config": { "name": "cpu_inference_timm_image-classification_timm/resnet50.a1_in1k", "backend": { "name": "pytorch", "version": "2.4.0+cpu", "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", "task": "image-classification", "library": "timm", "model_type": "resnet50", "model": "timm/resnet50.a1_in1k", "processor": "timm/resnet50.a1_in1k", "device": "cpu", "device_ids": null, "seed": 42, "inter_op_num_threads": null, "intra_op_num_threads": null, "model_kwargs": {}, "processor_kwargs": {}, "no_weights": false, "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": 16757.338112, "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": "0.4.0", "optimum_benchmark_commit": "2680e6fb8019f9b6eb6fcaa00b283acdac4d3d3d", "transformers_version": "4.43.3", "transformers_commit": null, "accelerate_version": "0.33.0", "accelerate_commit": null, "diffusers_version": "0.29.2", "diffusers_commit": null, "optimum_version": null, "optimum_commit": null, "timm_version": "1.0.8", "timm_commit": null, "peft_version": null, "peft_commit": null } }, "report": { "load": { "memory": { "unit": "MB", "max_ram": 530.407424, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 1, "total": 3.4038004580000063, "mean": 3.4038004580000063, "stdev": 0.0, "p50": 3.4038004580000063, "p90": 3.4038004580000063, "p95": 3.4038004580000063, "p99": 3.4038004580000063, "values": [ 3.4038004580000063 ] }, "throughput": null, "energy": { "unit": "kWh", "cpu": 1.0310232639312744e-05, "ram": 4.3059921053763145e-07, "gpu": 0, "total": 1.0740831849850376e-05 }, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 560.381952, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 12, "total": 1.005034538000018, "mean": 0.08375287816666817, "stdev": 0.0034312664498669394, "p50": 0.08350679500000524, "p90": 0.08591856789998928, "p95": 0.08863868819998827, "p99": 0.09128588483998983, "values": [ 0.08309137599999872, 0.0859313279999867, 0.08327990000000796, 0.08580372700001249, 0.0837101860000189, 0.08328416800000582, 0.0841608499999893, 0.08330340399999159, 0.0919476839999902, 0.08429091400000743, 0.0783101750000128, 0.07792082599999617 ] }, "throughput": { "unit": "samples/s", "value": 11.939888179245623 }, "energy": { "unit": "kWh", "cpu": 3.0950122409396703e-06, "ram": 1.2934512153756317e-07, "gpu": 0.0, "total": 3.2243573624772337e-06 }, "efficiency": { "unit": "samples/kWh", "value": 310139.3200509612 } } } }