From 0b4c38f631db13e2db18423e9a12ec4885f03b8b Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Fri, 31 Jul 2015 05:12:29 +0000
Subject: [PATCH] Set default subdivisions to be larger
---
src/imagenet.c | 7 +++----
1 files changed, 3 insertions(+), 4 deletions(-)
diff --git a/src/imagenet.c b/src/imagenet.c
index fe66a65..8682e6a 100644
--- a/src/imagenet.c
+++ b/src/imagenet.c
@@ -25,7 +25,7 @@
pthread_t load_thread;
data train;
data buffer;
- load_thread = load_data_thread(paths, imgs, plist->size, labels, 1000, 256, 256, &buffer);
+ load_thread = load_data_thread(paths, imgs, plist->size, labels, 1000, net.w, net.h, &buffer);
while(1){
++i;
time=clock();
@@ -38,7 +38,7 @@
cvWaitKey(0);
*/
- load_thread = load_data_thread(paths, imgs, plist->size, labels, 1000, 256, 256, &buffer);
+ load_thread = load_data_thread(paths, imgs, plist->size, labels, 1000, net.w, net.h, &buffer);
printf("Loaded: %lf seconds\n", sec(clock()-time));
time=clock();
float loss = train_network(net, train);
@@ -47,8 +47,7 @@
avg_loss = avg_loss*.9 + loss*.1;
printf("%d: %f, %f avg, %lf seconds, %d images\n", i, loss, avg_loss, sec(clock()-time), net.seen);
free_data(train);
- if((i % 30000) == 0) net.learning_rate *= .1;
- //if(i%100 == 0 && net.learning_rate > .00001) net.learning_rate *= .97;
+ if((i % 35000) == 0) net.learning_rate *= .1;
if(i%1000==0){
char buff[256];
sprintf(buff, "/home/pjreddie/imagenet_backup/%s_%d.weights",base, i);
--
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