From cd8a3dcb4ca42f22ad8f46a95e00977c92be6bbd Mon Sep 17 00:00:00 2001
From: AlexeyAB <alexeyab84@gmail.com>
Date: Thu, 08 Feb 2018 23:22:42 +0000
Subject: [PATCH] Compile fixes

---
 src/network.c |   13 ++++++++++---
 1 files changed, 10 insertions(+), 3 deletions(-)

diff --git a/src/network.c b/src/network.c
index 0a49bf1..0c1b9af 100644
--- a/src/network.c
+++ b/src/network.c
@@ -50,6 +50,7 @@
     int batch_num = get_current_batch(net);
     int i;
     float rate;
+	if (batch_num < net.burn_in) return net.learning_rate * pow((float)batch_num / net.burn_in, net.power);
     switch (net.policy) {
         case CONSTANT:
             return net.learning_rate;
@@ -66,8 +67,9 @@
         case EXP:
             return net.learning_rate * pow(net.gamma, batch_num);
         case POLY:
-            if (batch_num < net.burn_in) return net.learning_rate * pow((float)batch_num / net.burn_in, net.power);
-            return net.learning_rate * pow(1 - (float)batch_num / net.max_batches, net.power);
+			return net.learning_rate * pow(1 - (float)batch_num / net.max_batches, net.power);
+            //if (batch_num < net.burn_in) return net.learning_rate * pow((float)batch_num / net.burn_in, net.power);
+            //return net.learning_rate * pow(1 - (float)batch_num / net.max_batches, net.power);
         case RANDOM:
             return net.learning_rate * pow(rand_uniform(0,1), net.power);
         case SIG:
@@ -218,6 +220,7 @@
             state.delta = prev.delta;
         }
         layer l = net.layers[i];
+        if (l.stopbackward) break;
         l.backward(l, state);
     }
 }
@@ -356,6 +359,7 @@
         }else if(l.type == COST){
             resize_cost_layer(&l, inputs);
         }else{
+			fprintf(stderr, "Resizing type %d \n", (int)l.type);
             error("Cannot resize this type of layer");
         }
         if(l.workspace_size > workspace_size) workspace_size = l.workspace_size;
@@ -595,11 +599,14 @@
 		free_layer(net.layers[i]);
 	}
 	free(net.layers);
-	free(net.workspace);
 #ifdef GPU
+	if (gpu_index >= 0) cuda_free(net.workspace);
+	else free(net.workspace);
 	if (*net.input_gpu) cuda_free(*net.input_gpu);
 	if (*net.truth_gpu) cuda_free(*net.truth_gpu);
 	if (net.input_gpu) free(net.input_gpu);
 	if (net.truth_gpu) free(net.truth_gpu);
+#else
+	free(net.workspace);
 #endif
 }

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