TDA4 custom layer

Hi Kevin,

From the description it seems like an issue with ReshapeCustomLayer API.

Can you review the dimValue calculation in this API.

Regards,

Rishabh

Thanks for reply,

Where is the ReshapeCustomLayer located?

Currently I set the dimValue by modifying TIDL_tfOutCustomIdentity function in tidl_import_common.cpp.

I trace the process with gdb tools, founding it refers to the function above when doing caffe import.

Kevin.

Hi Kevin,

This API is there in <root_dir>\ti_dl\custom\tidl_custom_import.c.

You need to have an entry corresponding to custom layer in respective import tool reshape table .

In latest version of TIDL this table was moved to tidl_import_core.cpp (sTIDL_OutReshapeTable).

{ TIDL_CustomLayer                   ,  TIDL_tfOutReshapeCustomLayer }

Regards,

Rishabh

Hi,

I have modified TIDL_tfOutReshapeCustomLayer function in tidl_custom_import.c.

And I rebuild custom layer and import tools by the instruction below respectively:

I use "make TARGET_BUILD = release PLATFORM=PC" in custom directory and "make" in util/tidlModelImport/ folder.

In order to check if TIDL_tfOutReshapeCustomLayer has been called, I print some message in this function.

After run instruction "./out/tidl_model_import.out   my_import_config" in tidlModelImport folder.

The message didn't output and the trace dump layer has no difference.

Again, it seems that customIdentity in tidl_import_common.cpp will be called and set the output dimValue.

Also I checked run the execution file ./PC_dsp_test_dl_algo.out.

The layer information shows as below:

Num |TIDL Layer Name           |Group |#Ins |#Outs |Inbuf Ids          |Outbuf Id |In NCHW     |Out NCHW |

2       |TIDL_ConvolutionLayer | 1         | 1    | 1       | 1 x x x x x x x | 2              |1 3 192 256 | 1 12 96 128 |

But the Processing layer gives:

Starting Layer # - 2
Processing Layer # - 2

Row Flow

Stride; Fr; Fc; Ni; No; G;   bias; width; height; pad; inBlkSize; validColsIn; numMMAcalls;circBufPitch; coeffPitch; inChPitch; outChPitch;  totFetchAhead
       2;   3;   3;   3; 12; 1;        1;    256;     190; 1;        49345;        49859;                       1;          50240;            28;       49920;        12672;  514

TIDL_ConvolutionLayer Ref
Layer 2 , Output Matching : PASS
End of Layer # - 2

The problem occurs on all layers after layer 2.

Thank you,

Kevin.

Hi Kevin,

What is the version of TIDL that you are using?

Can you share the modified code of import tool (attach as a zip).

Regards,

Rishabh

Hi,

It has a directory tidl_j7_01_01_00_10 under psdkra folder.

Does the j7_01_01_00_10 represent version?

8838.file.zip

Here's the codes in tidlModelImport folder.

Also have added my custom parameter in protoc and generate by protobuf.

Thank you,

Kevin.

Hi Kevin,

Yes 01_01_00_10 represents the TIDL version.

You have an entry for TIDL_tfOutCustomIdentity in sTIDL_caffeOutRehapeTable[] so this is the API that is used for reshaping the output tensor.

Can you add breakpoints/prints and identify the values of x_max, x_min, y_max and y_min to see if you are getting the correct dimensions.

Regarding convolution, kernel prints maxHeight- (Fr-1), so the value 190 is correct here.

Regards,

Rishabh