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PROCESSOR-SDK-AM62A: PROCESSOR-SDK-AM62A

Part Number: PROCESSOR-SDK-AM62A

1. AM62A seems to lack PROCESSOR-SDK-RTOS-J721E (environment SDK that supports onnx/tensorflow model transformation and deployment to TI hardware) similar to J721E.
2. Learned from the forum that FIRMWARE-BUILDER-AM62A exists, not sure whether this is the environment SDK for model transformation and deployment.
3. Is the operation of FIRMWARE-BUILDER-AM62A similar to that of PROCESSOR-SDK-RTOS-J721E?
Can I directly use PROCESSOR-SDK-RTOS-J721E and set the SOC compilation to AM62A for model transformation and deployment?
Someone who can answer questions about whether AM62A can be transformed and deployed using a development process similar to J721E. 

  • Thanks! for reading the following link, I seem to understand it, but I still lack the tidl-tools library and firmware builder, which seems to be under application. Could you please pass it? Are the tidl_model_import.out and tidl_model*.so libraries also compiled based on edgeai-tidl-tools? I'm still conflicted about it.

  • thanks! I seem to know how to convert this model to the AM62A platform, but I have a problem that the operator is not supported. A721A and tdA4 can be transferred normally before, how do I deal with it? What documents do I need to provide to help you troubleshoot this problem?

  • (am62a) docker@8084c2d7f6f9:/ti-am62a/tools/AM62
    A/tidl_tools$ bash run.sh 
     00eyeclose Start to transform 
     01eyeclose Start to transform 
    ========================= [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          |              10_01_04_00             |
    -------------------------------------------------------------------------------
    |         C7x Firmware Version         |              10_01_00_01             |
    -------------------------------------------------------------------------------
    
    ONNX model (Proto) file      : ./model/eye.onnx  
    TIDL network file            : ./model_out/eye/tidl_net_eye_am62a_Input96X96_int8_mix_Batch1.bin  
    TIDL IO info file            : ./model_out/eye/tidl_io_eye_am62a_Input96X96_int8_mix_Batch1_  
    Current ONNX OpSet version   : 9  
    ============================ [Optimization started] ============================
    
    ----------------------------- Optimization Summary -----------------------------
    --------------------------------------------------------------------------------
    |         Layer         | Nodes before optimization | Nodes after optimization |
    --------------------------------------------------------------------------------
    | TIDL_BatchNormLayer   |                         0 |                        1 |
    | TIDL_EltWiseLayer     |                        10 |                       10 |
    | TIDL_CLipLayer        |                        59 |                        0 |
    | TIDL_SigmoidLayer     |                         1 |                        0 |
    | TIDL_ConcatLayer      |                         3 |                        3 |
    | TIDL_ResizeLayer      |                         3 |                        3 |
    | TIDL_ConvolutionLayer |                        61 |                       61 |
    | TIDL_FlattenLayer     |                         1 |                        0 |
    | TIDL_PoolingLayer     |                         7 |                        7 |
    --------------------------------------------------------------------------------
    
    =========================== [Optimization completed] ===========================
    
    
    -------- Running Calibration in Float Mode to Collect Tensor Statistics --------
    [=============================================================================] 100 %
    
    ------------------ Fixed-point Calibration Iteration [1 / 1]: ------------------
    [=============================================================================] 100 %
    
    ==================== [Quantization & Calibration Completed] ====================
    
    ========================== [Memory Planning Started] ==========================
    
    
    ------------------------- Network Compiler Traces ------------------------------
    Successful Memory Allocation
    Successful Workload Creation
    
    ========================= [Memory Planning Completed] =========================
    
    Rerunning network compiler...
    ========================== [Memory Planning Started] ==========================
    
    
    ------------------------- Network Compiler Traces ------------------------------
    Successful Memory Allocation
    Successful Workload Creation
    
    ========================= [Memory Planning Completed] =========================
    
    [TIDL Import]  UNSUPPORTED: Allowlisting : Layer name - Upsample_11 : Resize is only supported along width and height axis -- [tidlAllowlistingConstraints/tidl_constraint.cpp, 85]
    [TIDL Import]  UNSUPPORTED: Allowlisting : Layer name - Upsample_14 : Resize is only supported along width and height axis -- [tidlAllowlistingConstraints/tidl_constraint.cpp, 85]
    [TIDL Import]  UNSUPPORTED: Allowlisting : Layer name - Upsample_100 : Resize is only supported along width and height axis -- [tidlAllowlistingConstraints/tidl_constraint.cpp, 85]
    
    ============== Subgraph Compiled with   0 Warnings and   3 Errors ==============
    
    
    [TIDL Import]  WARNING: 
    *****************************************************************************
    *     TIDL Import returned with error, model artifacts are not reliable     *
    *                   Please resolve the compilation issues                   *
    *****************************************************************************
    
    [TIDL Import]  FATAL ERROR: Quantization/NC Pass/Model checker failed -- [tidl_import_main.cpp, 510]
    [TIDL Import] Aborting
    This is the overall log

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