PROCESSOR-SDK-AM62A: 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. 

Vivian Gao：

可以参考下方三个链接的回复。

1）(+) PROCESSOR-SDK-AM62A: Tensorflow Lite operations and runtime support in TIDL – Processors forum – Processors – TI E2E support forums

2）(+) PROCESSOR-SDK-AM62A: Running AI model on the chip. – Processors forum – Processors – TI E2E support forums

3）(+) [FAQ] EDGE-AI-STUDIO: Is SDK version important for Edge AI and TI Deep learning (TIDL) with C7x on AM6xA SoCs [AM62A, AM67A, AM68A, AM68PA, AM69A]? – Processors forum – Processors – TI E2E support forums

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chao chen：

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.

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Vivian Gao：

这个FAQ里面有您需要的资源。

(+) [FAQ] [参考译文] [常见问题解答] EDGE-AI-STUDIO：AM6xA SoC 的边缘 AI 资源 – 处理器（参考译文帖）(Read Only) – 处理器（参考译文帖） – E2E 设计支持

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chao chen：

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?

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chao chen：

(am62a) docker@8084c2d7f6f9:/ti-am62a/tools/AM62
A/tidl_tools$ bash run.sh00eyeclose Start to transform01eyeclose 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.onnxTIDL network file: ./model_out/eye/tidl_net_eye_am62a_Input96X96_int8_mix_Batch1.binTIDL 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 with0 Warnings and3 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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Vivian Gao：

新问题请重新发帖咨询。