{ "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": null, "numactl": false, "numactl_kwargs": {}, "start_method": "spawn" }, "environment": { "cpu": " AMD EPYC 7763 64-Core Processor", "cpu_count": 4, "cpu_ram_mb": 16766.767104, "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", "optimum_benchmark_commit": "d070104543478b722db56ba828611524c5fbdbb5", "transformers_version": "4.45.1", "transformers_commit": null, "accelerate_version": "0.34.2", "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 } }, "report": { "load": { "memory": { "unit": "MB", "max_ram": 525.611008, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 1, "total": 3.3342706829999997, "mean": 3.3342706829999997, "stdev": 0.0, "p50": 3.3342706829999997, "p90": 3.3342706829999997, "p95": 3.3342706829999997, "p99": 3.3342706829999997, "values": [ 3.3342706829999997 ] }, "throughput": null, "energy": { "unit": "kWh", "cpu": 9.864072127778123e-06, "ram": 4.12082980437199e-07, "gpu": 0, "total": 1.0276155108215322e-05 }, "efficiency": null }, "forward": { "memory": { "unit": "MB", "max_ram": 556.843008, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 12, "total": 1.0681136669999773, "mean": 0.08900947224999811, "stdev": 0.006437534628388096, "p50": 0.09170879100000207, "p90": 0.09346374319996471, "p95": 0.09607294449998846, "p99": 0.09859391130001598, "values": [ 0.09271807999999737, 0.09213051099999348, 0.09117116600003783, 0.09318528500000411, 0.09128707100001066, 0.09316572500000575, 0.09349468299996033, 0.09922415300002285, 0.08205450499997369, 0.08207547500001056, 0.07876371699995843, 0.07884329600000228 ] }, "throughput": { "unit": "samples/s", "value": 11.234759343267775 }, "energy": { "unit": "kWh", "cpu": 3.084953415384535e-06, "ram": 1.2899573608645204e-07, "gpu": 0.0, "total": 3.2139491514709867e-06 }, "efficiency": { "unit": "samples/kWh", "value": 311143.69047883403 } } } }