{ "config": { "name": "cpu_inference_timm_image-classification_timm/resnet50.a1_in1k", "backend": { "name": "pytorch", "version": "2.4.1+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": "warn", "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-6.5.0-1025-azure-x86_64-with-glibc2.35", "processor": "x86_64", "python_version": "3.10.14", "optimum_benchmark_version": "0.4.0", "optimum_benchmark_commit": "ea76e356b5c355783ee27d2d429a010ded791f8b", "transformers_version": "4.44.2", "transformers_commit": null, "accelerate_version": "0.34.0", "accelerate_commit": null, "diffusers_version": "0.30.2", "diffusers_commit": null, "optimum_version": null, "optimum_commit": null, "timm_version": "1.0.9", "timm_commit": null, "peft_version": null, "peft_commit": null } }, "report": { "load": { "memory": { "unit": "MB", "max_ram": 530.026496, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 1, "total": 3.415182814000019, "mean": 3.415182814000019, "stdev": 0.0, "p50": 3.415182814000019, "p90": 3.415182814000019, "p95": 3.415182814000019, "p99": 3.415182814000019, "values": [ 3.415182814000019 ] }, "throughput": null, "energy": { "unit": "kWh", "cpu": 1.0370053127777606e-05, "ram": 4.33094191440492e-07, "gpu": 0, "total": 1.0803147319218098e-05 }, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 556.355584, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 12, "total": 1.0529091599999845, "mean": 0.0877424299999987, "stdev": 0.005839891304293061, "p50": 0.08970761000000493, "p90": 0.09395393659999059, "p95": 0.09496781169999338, "p99": 0.09564385673999538, "values": [ 0.08913250500000913, 0.09011035000000334, 0.08769238200000018, 0.09050068400000555, 0.08963173200001506, 0.09105174799998395, 0.0897834879999948, 0.09427640199999132, 0.09581286799999589, 0.07883653999999751, 0.07811160899998981, 0.07796885199999792 ] }, "throughput": { "unit": "samples/s", "value": 11.396994589732866 }, "energy": { "unit": "kWh", "cpu": 3.0569655038461457e-06, "ram": 1.2775641975375432e-07, "gpu": 0.0, "total": 3.1847219235999e-06 }, "efficiency": { "unit": "samples/kWh", "value": 313999.1572230063 } } } }