2024-09-25-19-11-05/onnxruntime/benchmark_config.json

{
    "name": "2024-09-25-19-11-05/onnxruntime",
    "backend": {
        "name": "onnxruntime",
        "version": "ort:1.19.2",
        "_target_": "optimum_benchmark.backends.onnxruntime.backend.ORTBackend",
        "task": "feature-extraction",
        "library": "transformers",
        "model_type": "bert",
        "model": "google-bert/bert-base-uncased",
        "processor": "google-bert/bert-base-uncased",
        "device": "cpu",
        "device_ids": null,
        "seed": 42,
        "inter_op_num_threads": null,
        "intra_op_num_threads": null,
        "model_kwargs": {},
        "processor_kwargs": {},
        "no_weights": false,
        "export": true,
        "use_cache": true,
        "use_merged": true,
        "torch_dtype": "float32",
        "provider": "CPUExecutionProvider",
        "provider_options": {},
        "use_io_binding": true,
        "session_options": {},
        "auto_optimization": null,
        "auto_optimization_config": {},
        "auto_quantization": null,
        "auto_quantization_config": {},
        "auto_calibration": null,
        "auto_calibration_config": {},
        "optimization": false,
        "optimization_config": {},
        "quantization": false,
        "quantization_config": {},
        "calibration": false,
        "calibration_config": {}
    },
    "scenario": {
        "name": "inference",
        "_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
        "iterations": 10,
        "duration": 10,
        "warmup_runs": 10,
        "input_shapes": {
            "batch_size": 2,
            "num_choices": 2,
            "sequence_length": 16
        },
        "new_tokens": null,
        "memory": false,
        "latency": true,
        "energy": false,
        "forward_kwargs": {},
        "generate_kwargs": {},
        "call_kwargs": {}
    },
    "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": " 12th Gen Intel(R) Core(TM) i9-12900H",
        "cpu_count": 20,
        "cpu_ram_mb": 8162.504704,
        "system": "Linux",
        "machine": "x86_64",
        "platform": "Linux-5.15.153.1-microsoft-standard-WSL2-x86_64-with-glibc2.35",
        "processor": "x86_64",
        "python_version": "3.9.16",
        "gpu": [
            "NVIDIA GeForce RTX 3070 Ti Laptop GPU"
        ],
        "gpu_count": 1,
        "gpu_vram_mb": 8589934592,
        "optimum_benchmark_version": "0.5.0",
        "optimum_benchmark_commit": null,
        "transformers_version": "4.39.3",
        "transformers_commit": null,
        "accelerate_version": "0.22.0",
        "accelerate_commit": null,
        "diffusers_version": "0.30.3",
        "diffusers_commit": null,
        "optimum_version": "1.22.0",
        "optimum_commit": null,
        "timm_version": null,
        "timm_commit": null,
        "peft_version": "0.5.0",
        "peft_commit": null
    }
}