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[#68736] kenning-scenarios: Add TVM and TFLite ZephyrRuntimeBuilder s…
…cenarios Signed-off-by: Mikolaj Klikowicz <[email protected]>
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kenning-scenarios/renode-zephyr-auto-tflite-magic-wand-inference.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,54 @@ | ||
| { | ||
| "dataset": { | ||
| "type": "kenning.datasets.magic_wand_dataset.MagicWandDataset", | ||
| "parameters": { | ||
| "dataset_root": "./build/MagicWandDataset" | ||
| } | ||
| }, | ||
| "model_wrapper": { | ||
| "type": "kenning.modelwrappers.classification.tflite_magic_wand.MagicWandModelWrapper", | ||
| "parameters": { | ||
| "model_path": "kenning:///models/classification/magic_wand.h5" | ||
| } | ||
| }, | ||
| "optimizers": | ||
| [ | ||
| { | ||
| "type": "kenning.optimizers.tflite.TFLiteCompiler", | ||
| "parameters": | ||
| { | ||
| "compiled_model_path": "./output/tflite-magic-wand.tflite", | ||
| "inference_input_type": "float32", | ||
| "inference_output_type": "float32" | ||
| } | ||
| } | ||
| ], | ||
| "runtime_builder": { | ||
| "type": "kenning.runtimebuilders.zephyr.ZephyrRuntimeBuilder", | ||
| "parameters": { | ||
| "workspace": ".", | ||
| "board": "stm32f746g_disco", | ||
| "extra_targets": ["board-repl"], | ||
| "run_west_update": false, | ||
| "output_path": "./output" | ||
| } | ||
| }, | ||
| "runtime": { | ||
| "type": "kenning.runtimes.renode.RenodeRuntime", | ||
| "parameters": { | ||
| "runtime_binary_path": "output/zephyr/zephyr.elf", | ||
| "platform_resc_path": "renode/scripts/stm32f746g_disco.resc", | ||
| "runtime_log_init_msg": "I: Inference server started", | ||
| "profiler_dump_path": "output/profiler.dump", | ||
| "runtime_log_uart": "/tmp/uart-log" | ||
| } | ||
| }, | ||
| "protocol": { | ||
| "type": "kenning.protocols.uart.UARTProtocol", | ||
| "parameters": { | ||
| "port": "/tmp/uart", | ||
| "baudrate": 115200, | ||
| "endianness": "little" | ||
| } | ||
| } | ||
| } |
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kenning-scenarios/renode-zephyr-auto-tvm-magic-wand-inference.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,55 @@ | ||
| { | ||
| "dataset": { | ||
| "type": "kenning.datasets.magic_wand_dataset.MagicWandDataset", | ||
| "parameters": { | ||
| "dataset_root": "./build/MagicWandDataset" | ||
| } | ||
| }, | ||
| "model_wrapper": { | ||
| "type": "kenning.modelwrappers.classification.tflite_magic_wand.MagicWandModelWrapper", | ||
| "parameters": { | ||
| "model_path": "kenning:///models/classification/magic_wand.h5" | ||
| } | ||
| }, | ||
| "optimizers": [ | ||
| { | ||
| "type": "kenning.optimizers.tvm.TVMCompiler", | ||
| "parameters": { | ||
| "compiled_model_path": "./output/microtvm-magic-wand.graph_data", | ||
| "model_framework": "keras", | ||
| "target": "zephyr", | ||
| "target_microtvm_board": "stm32f746g_disco", | ||
| "zephyr_llext_source_template": "./lib/kenning_inference_lib/runtimes/tvm/llext/model_impl.llext.template" | ||
| } | ||
| } | ||
| ], | ||
| "runtime_builder": { | ||
| "type": "kenning.runtimebuilders.zephyr.ZephyrRuntimeBuilder", | ||
| "parameters": { | ||
| "workspace": ".", | ||
| "board": "stm32f746g_disco", | ||
| "extra_targets": ["board-repl"], | ||
| "run_west_update": false, | ||
| "output_path": "./output" | ||
| } | ||
| }, | ||
| "runtime": { | ||
| "type": "kenning.runtimes.renode.RenodeRuntime", | ||
| "parameters": { | ||
| "runtime_binary_path": "./output/zephyr/zephyr.elf", | ||
| "platform_resc_path": "./renode/scripts/stm32f746g_disco.resc", | ||
| "resc_dependencies": ["./output/stm32f746g_disco.repl"], | ||
| "runtime_log_uart": "/tmp/uart-log", | ||
| "runtime_log_init_msg": "Inference server started", | ||
| "profiler_dump_path": "./output/profiler.dump" | ||
| } | ||
| }, | ||
| "protocol": { | ||
| "type": "kenning.protocols.uart.UARTProtocol", | ||
| "parameters": { | ||
| "port": "/tmp/uart", | ||
| "baudrate": 115200, | ||
| "endianness": "little" | ||
| } | ||
| } | ||
| } |