Fix spelling errors.

Author: Brandyn Tucknott

lib/Layer.chpl

@@ -279,7 +279,7 @@ module Layer {
         }
 
         override proc forward(input: dynamicTensor(eltType)): dynamicTensor(eltType) do
-            return input.hardtanh(minVal, maxVal);
+            return input.hardTanh(minVal, maxVal);
 
         override proc attributes(): moduleAttributes do
             return new moduleAttributes(

test/tiny/CMakeLists.txt

@@ -232,18 +232,18 @@ set_target_properties(BrandynTanhshrink PROPERTIES
 
 
 
-add_executable(BrandynSoftsign
+add_executable(BrandynSoftSign
     ${CMAKE_CURRENT_SOURCE_DIR}/brandyn_softsign.chpl
     ${CHAI_LIB_FILES}
 )
-add_dependencies(BrandynSoftsign bridge)
-add_dependencies(BrandynSoftsign ChAI)
-target_link_options(BrandynSoftsign
+add_dependencies(BrandynSoftSign bridge)
+add_dependencies(BrandynSoftSign ChAI)
+target_link_options(BrandynSoftSign
     PRIVATE
     ${CHAI_LINKER_ARGS}
 )
 
-set_target_properties(BrandynSoftsign PROPERTIES
+set_target_properties(BrandynSoftSign PROPERTIES
     RUNTIME_OUTPUT_DIRECTORY ${CMAKE_BINARY_DIR}
 )
 

test/tiny/brandyn_elu.chpl

@@ -4,10 +4,10 @@ use Layer;
 proc main() {
     writeln("Small ELU test. ");
     var elu = new shared ELU();
-    writeln(elu(Tensor.zeros(4) - 1));
+    writeln(elu(Tensor.zeros(4) - 1).toNDArray(1));
     writeln("Should be: [-0.6321, -0.6321, -0.6321, -0.6321]"); // output according to pytorch
 
     elu = new shared ELU(alpha=0.1);
-    writeln(elu(Tensor.zeros(4) - 1));
+    writeln(elu(Tensor.zeros(4) - 1).toNDArray(1));
     writeln("Should be: [-0.0632, -0.0632, -0.0632, -0.0632]"); // output according to pytorch
 }

test/tiny/brandyn_relu.chpl

@@ -10,4 +10,8 @@ proc main() {
     relu = new shared ReLU();
     writeln(relu(Tensor.zeros(4) + 1.5));
     writeln("Should be: [1.5, 1.5, 1.5, 1.5]"); // output according to pytorch
+
+    relu = new shared ReLU();
+    writeln(relu(Tensor.zeros(4) + 2.4903));
+    writeln("Should be: [2.4903, 2.4903, 2.4903, 2.4903]"); // output according to pytorch
 }

test/tiny/brandyn_selu.chpl

@@ -3,7 +3,7 @@ use Layer;
 
 proc main() {
     writeln("Small SELU test. ");
-    var selu = new shared selu();
+    var selu = new shared SELU();
     writeln(selu(Tensor.zeros(4) - 1));
     writeln("Should be: [-1.1113, -1.1113, -1.1113, -1.1113]"); // output according to pytorch
 }

test/tiny/brandyn_softsign.chpl

@@ -2,8 +2,8 @@ use Tensor;
 use Layer;
 
 proc main() {
-    writeln("Small Softsign test. ");
-    var softsign = new shared Softsign();
+    writeln("Small SoftSign test. ");
+    var softsign = new shared SoftSign();
     writeln(softsign(Tensor.zeros(4) - 1));
     writeln("Should be: [-0.5, -0.5, -0.5, -0.5]"); // output according to pytorch
 }