diff options
Diffstat (limited to '1.0/FullyConnected.hpp')
| -rw-r--r-- | 1.0/FullyConnected.hpp | 14 |
1 files changed, 5 insertions, 9 deletions
diff --git a/1.0/FullyConnected.hpp b/1.0/FullyConnected.hpp index 0fb029de..26d61e4c 100644 --- a/1.0/FullyConnected.hpp +++ b/1.0/FullyConnected.hpp @@ -17,21 +17,17 @@ inline armnn::TensorShape FlattenFullyConnectedInput(const armnn::TensorShape &i { if (inputShape.GetNumDimensions() > 2U) { - unsigned int dim0 = inputShape[0]; - unsigned int dim1 = inputShape[1]; + unsigned int totalInputElements = inputShape.GetNumElements(); + unsigned int inputSize = weightsShape[1]; - for (unsigned int i = 2U; i < inputShape.GetNumDimensions(); ++i) - { - dim1 *= inputShape[i]; - } + unsigned int batchSize = totalInputElements / inputSize; - unsigned int divisor = weightsShape[1] / dim1; - if(dim0 % divisor != 0) + if(totalInputElements % batchSize != 0) { throw std::runtime_error("Failed to deduce tensor shape"); } - return armnn::TensorShape({dim0 / divisor, dim1 * divisor}); + return armnn::TensorShape({batchSize, inputSize}); } else { |