Sample RISC-V Zephyr Tracing Report¶

{
    "dataset": {
        "type": "kenning.datasets.magic_wand_dataset.MagicWandDataset",
        "parameters": {
            "window_size": 128,
            "window_shift": 128,
            "noise_level": 20,
            "dataset_root": "build/data",
            "inference_batch_size": 1,
            "download_dataset": true,
            "force_download_dataset": false,
            "external_calibration_dataset": null,
            "split_fraction_test": 0.2,
            "split_fraction_val": null,
            "split_seed": 1234,
            "reduce_dataset": 1.0
        }
    },
    "dataconverter": {
        "type": "kenning.dataconverters.modelwrapper_dataconverter.ModelWrapperDataConverter",
        "parameters": {}
    },
    "optimizers": [
        {
            "type": "kenning.optimizers.tvm.TVMCompiler",
            "parameters": {
                "model_framework": "any",
                "target": null,
                "target_attrs": "",
                "target_microtvm_board": "hifive_unmatched/fu740/u74",
                "target_host": null,
                "zephyr_header_template": "gh://antmicro:kenning-zephyr-runtime/lib/kenning_inference_lib/runtimes/tvm/generated/model_impl.h.template;branch=main",
                "zephyr_llext_source_template": null,
                "opt_level": 3,
                "libdarknet_path": "/usr/local/lib/libdarknet.so",
                "compile_use_vm": false,
                "output_conversion_function": "default",
                "conv2d_data_layout": "",
                "conv2d_kernel_layout": "",
                "use_fp16_precision": false,
                "use_int8_precision": false,
                "int8_calibrate_chunk_by": -1,
                "use_tensorrt": false,
                "dataset_percentage": 0.25,
                "module_name": null,
                "compiled_model_path": "./build/compiled-model-magic-wand.graph_data",
                "location": "host"
            }
        }
    ],
    "platform": {
        "type": "kenning.platforms.zephyr.ZephyrPlatform",
        "parameters": {
            "zephyr_build_path": "build/hifive_unmatched",
            "llext_binary_path": null,
            "sensors": null,
            "sensors_frequency": null,
            "enable_zephelin_gdb": false,
            "enable_zephelin": true,
            "zephyr_base": null,
            "uart_port": "/tmp/renode_uart_t8ssqn1d/uart",
            "uart_baudrate": 115200,
            "uart_log_port": "/tmp/renode_uart_t8ssqn1d/uart_log",
            "uart_log_baudrate": 115200,
            "auto_flash": false,
            "openocd_path": "openocd",
            "sensor": null,
            "number_of_batches": 16,
            "simulated": true,
            "runtime_binary_path": null,
            "platform_resc_path": null,
            "resc_dependencies": [],
            "post_start_commands": [
                "logLevel 3 sysbus.uart1"
            ],
            "disable_opcode_counters": false,
            "disable_profiler": false,
            "profiler_dump_path": "/tmp/renode_profiler_ewsnvacx.dump",
            "profiler_interval_step": 10.0,
            "runtime_init_log_msg": "Inference server started",
            "runtime_init_timeout": 30,
            "gdb_port": 3333,
            "renode_log_lines_single_read_limit": 5000,
            "name": "hifive_unmatched/fu740/u74",
            "platforms_definitions": [
                "kenning:///platforms/platforms.yml",
                "/home/runner/work/kenning/kenning/kenning/resources/platforms/platforms.yml"
            ]
        }
    },
    "protocol": {
        "type": "kenning.protocols.uart.UARTProtocol",
        "parameters": {
            "port": "/tmp/renode_uart_t8ssqn1d/uart",
            "baudrate": 115200,
            "error_recovery": true,
            "timeout": 30
        }
    },
    "model_wrapper": {
        "type": "kenning.modelwrappers.classification.pytorch_magic_wand.PyTorchMagicWandModelWrapper",
        "parameters": {
            "batch_size": null,
            "learning_rate": null,
            "num_epochs": null,
            "window_size": 128,
            "logdir": null,
            "export_dict": false,
            "model_path": "kenning:///models/classification/magic_wand.pth",
            "model_name": null
        }
    },
    "runtime": {
        "type": "kenning.runtimes.tvm.TVMRuntime",
        "parameters": {
            "save_model_path": "./build/compiled-model-magic-wand.graph_data",
            "target_device_context": "cpu",
            "target_device_context_id": 0,
            "runtime_use_vm": false,
            "llext_binary_path": null,
            "batch_size": 1,
            "disable_performance_measurements": false
        }
    },
    "runtime_builder": {
        "type": "kenning.runtimebuilders.zephyr.ZephyrRuntimeBuilder",
        "parameters": {
            "board": "hifive_unmatched/fu740/u74",
            "application_dir": "/home/runner/work/kenning/kenning/zephyr-workspace/kenning-zephyr-runtime/app",
            "build_dir": "/home/runner/work/kenning/kenning/zephyr-workspace/kenning-zephyr-runtime/build",
            "venv_dir": "/home/runner/work/kenning/kenning/zephyr-workspace/kenning-zephyr-runtime/.west-venv",
            "extra_targets": [
                "board-repl"
            ],
            "extra_build_args": [
                "-DCONFIG_KENNING_TVM_MODEL_PRE_GEN=y"
            ],
            "use_llext": false,
            "run_west_update": false,
            "workspace": "/home/runner/work/kenning/kenning/zephyr-workspace/kenning-zephyr-runtime",
            "output_path": "build/hifive_unmatched",
            "model_framework": "tvm"
        }
    }
}