[mlir][tosa] Finalize profile-based validation for TOSA v1.0 (#131208) - When the operand type of an operation changes to a profile-dependent type, the compliance metadata must be updated. Update compliance check for the following: - CONV2D, CONV3D, DEPTHWISE_CONV2D, and TRANSPOSE_CONV2D, as zero points have changed to variable inputs. - PAD, because pad_const has been changed to a variable input. - GATHER and SCATTER, as indices has changed to index_t. - Add an int16 extension check for CONCAT. - Add a compliance check for COND_IF, WHILE_LOOP, VARIABLE, VARIABLE_READ, and VARIABLE_WRITE. - Correct the profile requirements for IDENTITY, TABLE, MATMUL and LOGICAL-like operations. - Remove unnecessary checks for non-v1.0 operations. - Add condition requirements (anyOf and allOf) to the type mode of metadata for modes that have multiple profile/extension considerations.
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