feat_operator_convtranspose

Context

issue : aidge#235 (closed)

• ADDED :
  • feat : [ADD] PaddedConvTranspose operator
  • feat : [ADD] convtranspose operator
  • feat : added getDataType() function to OperatorTensor
  • feat : approxEqual, better error checking & error messages - replaced tensor->size by tensor->dims comparison - replaced fmt::print by log::error - replaced assert with AIDGE_ASSERT
• FIXES :
  • fix : Expand shape input was set as Param instead of Data
  • fix : missing header in Types.h
• CHORES :
  • chore : [DOC] added pybind documentation to graphview.compile
• Conv
  • feat : [Conv] added check to ensure dilation & stride attributes values are strictly positive
  • fix : [Conv] added check to ensure that dilation & stride values were all >= 1
    • better warning message for conv operator
  • chore : [Conv] updated the method for attribute accession to ease code reading
  • fix : [Conv] added check to ensure that dilation & stride values were all >= 1 & better warning message for conv operator constructor
  • chore : [Conv] updated the method for attribute accession to ease code reading

src/operator/Conv.cpp

@@ -240,15 +240,15 @@ std::shared_ptr<Aidge::Node> Aidge::Conv(
     AIDGE_ASSERT(DIM<=MaxDim,"{}: Too many kernel dimensions required, maximum allowed : {} ", Conv_Op<DIM>::Type, MaxDim);
     AIDGE_ASSERT(!std::any_of(dilationDims.cbegin(),
                               dilationDims.cend(),
-                              [](DimSize_t val) { return val == 0; }),
-                 "Conv : at least of of the dilation dimension is 0, expecting "
+                              [](DimSize_t val) { return val <= 0; }),
+                 "Conv : at least of of the dilation dimension is <= 0, expecting "
                  "strictly positive values. Got {}",
                  Conv_Op<DIM>::Type,
                  dilationDims);
     AIDGE_ASSERT(!std::any_of(strideDims.cbegin(),
                               strideDims.cend(),
-                              [](DimSize_t val) { return val == 0; }),
-                 "{}: at least one of the stride dimension is 0, expecting "
+                              [](DimSize_t val) { return val <= 0; }),
+                 "{}: at least one of the stride dimension is 0,  <=expecting "
                  "strictly positive values. Got {}.",
                  Conv_Op<DIM>::Type,
                  strideDims);