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

include/aidge/graph/GraphView.hpp

@@ -239,7 +239,7 @@ public:
      * 3 - Assert data format (NCHW, NHWC, ...) of each Operator's input Tensor is
      * compatible with the selected kernel.
      * If not, add a Transpose Operator.
-     * 4 - Propagate Tensor dimensions through the consecutive Operators.
+     * 4 - Propagate Tensor dimensions through the consecutive Operators(also named forward dims).
      */
     void compile(const std::string& backend = "cpu",
                  const Aidge::DataType datatype = DataType::Float32,