Merge branch 'forwarddims' into 'dev'

Make forwardDims() optional and handle data dependency

See merge request !16

unit_tests/Test_AvgPoolingImpl.cpp

@@ -80,7 +80,6 @@ TEST_CASE("[gpu/operator] AvgPooling(forward)", "[AvgPooling][GPU]") {
         op->associateInput(0,myInput);
         op->setDataType(DataType::Float32);
         op->setBackend("cuda");
-        op->computeOutputDims();
         myAvgPool->forward();
 
         float* computedOutput   = new float[myOutput->size()]();
@@ -113,7 +112,6 @@ TEST_CASE("[gpu/operator] AvgPooling(forward)", "[AvgPooling][GPU]") {
         op->associateInput(0,myInput2);
         op->setDataType(DataType::Float32);
         op->setBackend("cuda");
-        op->computeOutputDims();
         myAvgPool->forward();
 
         float* computedOutput   = new float[myOutput->size()]();
@@ -147,7 +145,6 @@ TEST_CASE("[gpu/operator] AvgPooling(forward)", "[AvgPooling][GPU]") {
         op->associateInput(0,myInput2);
         op->setDataType(DataType::Float16);
         op->setBackend("cuda");
-        op->computeOutputDims();
         myAvgPool->forward();
 
         half_float::half* computedOutput   = new half_float::half[myOutput->size()]();

unit_tests/Test_ConvImpl.cpp

@@ -53,7 +53,6 @@ TEST_CASE("[gpu/operator] Conv(forward)") {
 
         op->associateInput(0,myInput);
         op->associateInput(1,myWeights);
-        op->computeOutputDims();
         myConv->forward();
 
         REQUIRE(op->getOutput(0)->size() == 1);
@@ -210,7 +209,6 @@ TEST_CASE("[gpu/operator] Conv(forward)") {
         op->associateInput(0,myInput);
         op->associateInput(1,myWeights);
         op->associateInput(2,myBias);
-        op->computeOutputDims();
         myConv->forward();
         // op->getOutput(0)->print();
 

unit_tests/Test_FCImpl.cpp

@@ -68,7 +68,6 @@ TEST_CASE("[gpu/operator] FC(forward)", "[FC][GPU]") {
         op->associateInput(0, myInput);
         op -> setDataType(DataType::Float32);
         op -> setBackend("cuda");
-        op->computeOutputDims();
         myFC->forward();
 
         float* computedOutput   = new float[myOutput->size()]();
@@ -117,7 +116,6 @@ TEST_CASE("[gpu/operator] FC(forward)", "[FC][GPU]") {
         op->associateInput(0, myInput);
         op -> setDataType(DataType::Float32);
         op -> setBackend("cuda");
-        op->computeOutputDims();
         myFC->forward();
 
         float* computedOutput   = new float[myOutput->size()]();

unit_tests/Test_MaxPoolingImpl.cpp

@@ -77,7 +77,6 @@ TEST_CASE("[cpu/operator] MaxPooling(forward)", "[MaxPooling][CPU]") {
         myMaxPool->getOperator()->associateInput(0,myInput);
         myMaxPool->getOperator()->setDataType(DataType::Float32);
         myMaxPool->getOperator()->setBackend("cuda");
-        op->computeOutputDims();
         myMaxPool->forward();
         
         float* computedOutput   = new float[myOutput->size()]();

unit_tests/Test_ReLUImpl.cpp

@@ -37,7 +37,6 @@ TEST_CASE("[gpu/operator] ReLU(forward)", "[ReLU][GPU]") {
         op->associateInput(0,input0);
         op->setDataType(DataType::Float32);
         op->setBackend("cuda");
-        op->computeOutputDims();
         myReLU->forward();
 
         float* computedOutput   = new float[myOutput->size()]();
@@ -70,7 +69,6 @@ TEST_CASE("[gpu/operator] ReLU(forward)", "[ReLU][GPU]") {
         op->associateInput(0,input0);
         op->setDataType(DataType::Float32);
         op->setBackend("cuda");
-        op->computeOutputDims();
         myReLU->forward();
         
         float* computedOutput   = new float[myOutput->size()]();
@@ -115,7 +113,6 @@ TEST_CASE("[gpu/operator] ReLU(forward)", "[ReLU][GPU]") {
         op->associateInput(0,input0);
         op->setDataType(DataType::Float32);
         op->setBackend("cuda");
-        op->computeOutputDims();
         myReLU->forward();
 
         float* computedOutput   = new float[myOutput->size()]();
@@ -184,7 +181,6 @@ TEST_CASE("[gpu/operator] ReLU(forward)", "[ReLU][GPU]") {
         op->associateInput(0,input0);
         op->setDataType(DataType::Float32);
         op->setBackend("cuda");
-        op->computeOutputDims();
         op->forward();
 
         float* computedOutput   = new float[myOutput->size()]();