thread sanitizer

Author: andrewldesousa

apps/and.cpp

@@ -11,7 +11,7 @@ int main(int argc, char** argv) {
     if (argc > 1 && std::string(argv[1]) == "debug") Logger::get_instance().set_debug_mode(true);
     else if (argc > 1) throw std::runtime_error("Invalid argument in main function. Use 'debug' to enable debug mode.");
 
-    int num_epochs = 500000, num_samples = 4;
+    int num_epochs = 50000, num_samples = 4;
     float learning_rate = 0.001;
 
     // weights shared pointer
@@ -51,7 +51,7 @@ int main(int argc, char** argv) {
             loss = cross_entropy(Y[j], a) + loss;
         }
 
-        // loss = loss / Scalar<double>::make(num_samples);
+        loss = loss / Scalar<double>::make(num_samples);
         loss->backward();
 
         // update weights