test@pcz-mmalab-5:/u/new_sdk/RTOS/ti-processor-sdk-rtos-j721e-evm-11_00_00_06/c7x-mma-tidl/ti_dl/utils/tidlModelImport/out$ ./tidl_model_import.out /u/new_sdk/RTOS/ti-processor-sdk-rtos-j721e-evm-11_00_00_06/c7x-mma-tidl/ti_dl/test/testvecs/config/import/public/pnet/tidl_import_onnx.txt ========================= [Model Compilation Started] ========================= Model compilation will perform the following stages: 1. Parsing 2. Graph Optimization 3. Quantization & Calibration 4. Memory Planning ============================== [Version Summary] ============================== ------------------------------------------------------------------------------- | TIDL Tools Version | 11_00_06_00 | ------------------------------------------------------------------------------- | C7x Firmware Version | 11_00_00_00 | ------------------------------------------------------------------------------- ONNX model (Proto) file : /u/new_sdk/RTOS/ti-processor-sdk-rtos-j721e-evm-11_00_00_06/c7x-mma-tidl/ti_dl/test/testvecs/models/public/pnet/pnet.onnx TIDL network file : /u/new_sdk/RTOS/ti-processor-sdk-rtos-j721e-evm-11_00_00_06/c7x-mma-tidl/ti_dl/test/testvecs/config/import/public/pnet/tidl_net_pnet.bin TIDL IO info file : /u/new_sdk/RTOS/ti-processor-sdk-rtos-j721e-evm-11_00_00_06/c7x-mma-tidl/ti_dl/test/testvecs/config/import/public/pnet/tidl_io_pnet_ Current ONNX OpSet version : 13 [TIDL Import] WARNING: Cannot read dims for variable input of Add/Mul operator, shape inference should be done on the model. Assuming 1D const input is channel broadcast, operator maps to BatchNorm layer [TIDL Import] WARNING: Cannot read dims for variable input of Add/Mul operator, shape inference should be done on the model. Assuming 1D const input is channel broadcast, operator maps to BatchNorm layer [TIDL Import] WARNING: Cannot read dims for variable input of Add/Mul operator, shape inference should be done on the model. Assuming 1D const input is channel broadcast, operator maps to BatchNorm layer ============================ [Optimization started] ============================ [TIDL Import] [PARSER] WARNING: Cannot read dims for variable input of Add/Mul operator, shape inference should be done on the model. Assuming 1D const input is channel broadcast, operator maps to BatchNorm layer [TIDL Import] [PARSER] WARNING: Cannot read dims for variable input of Add/Mul operator, shape inference should be done on the model. Assuming 1D const input is channel broadcast, operator maps to BatchNorm layer [TIDL Import] [PARSER] WARNING: Cannot read dims for variable input of Add/Mul operator, shape inference should be done on the model. Assuming 1D const input is channel broadcast, operator maps to BatchNorm layer [TIDL Import] [PARSER] WARNING: Conv Layer p_net/conv1/BiasAdd's coeff cannot be found(or not match) in coeff file, Random coeff will be generated! Only for evaluation usage! Results are all random! ----------------------------- Optimization Summary ----------------------------- -------------------------------------------------------------------------------- | Layer | Nodes before optimization | Nodes after optimization | -------------------------------------------------------------------------------- | TIDL_BatchNormLayer | 0 | 13 | | TIDL_NegLayer | 3 | 0 | | TIDL_ReLULayer | 6 | 0 | | TIDL_EltWiseLayer | 6 | 3 | | TIDL_ConvolutionLayer | 5 | 5 | | TIDL_TransposeLayer | 3 | 3 | | TIDL_PoolingLayer | 1 | 1 | -------------------------------------------------------------------------------- Total nodes in subgraph: 28 =========================== [Optimization completed] =========================== [TIDL Import] ERROR: Could not open /u/new_sdk/RTOS/ti-processor-sdk-rtos-j721e-evm-11_00_00_06/c7x-mma-tidl/ti_dl/test/testvecs/config/imageNet_sample_val.txt file for reading, check if the file exists and is readable -- [tidl_import_core.cpp, 573] Couldn't open inData file: /u/new_sdk/RTOS/ti-processor-sdk-rtos-j721e-evm-11_00_00_06/c7x-mma-tidl/ti_dl/test/testvecs/config/imageNet_sample_val.txt , Skipping Range Collection for Quantization ------------------ Fixed-point Calibration Iteration [1 / 1]: ------------------ Couldn't open inData file: /u/new_sdk/RTOS/ti-processor-sdk-rtos-j721e-evm-11_00_00_06/c7x-mma-tidl/ti_dl/test/testvecs/config/imageNet_sample_val.txt , Skipping Range Collection for Quantization ==================== [Quantization & Calibration Completed] ==================== [TIDL Import] [PARSER] UNSUPPORTED: All the tensor dimensions has to be greater then zero. For tensor p_net/pool1/MaxPool:0, id 9 - Dim 4 is 0 -- [tidl_import_common_model_check.cpp, 2324] [TIDL Import] WARNING: Couldn't open graphVizTool file: ../../utils/tidlModelGraphviz/out/tidl_graphVisualiser.out . Skipping Graph Visualization. [TIDL Import] [PARSER] WARNING: ******************************************************************** * Network compiler returned with error or didn't executed * * This model can only be used on PC/Host emulation mode * * It is not expected to work on target/EVM * ******************************************************************** ======================== Subgraph Compiled Successfully ========================