From 033e934ce82826c73d851098baf7ce4b1a27c89a Mon Sep 17 00:00:00 2001
From: AlexeyAB <alexeyab84@gmail.com>
Date: Wed, 21 Feb 2018 16:14:01 +0000
Subject: [PATCH] If there is excessive GPU-RAM consumption by CUDNN then then do not use Workspace

---
 src/parser.c |   21 ++++++++++++++++++---
 1 files changed, 18 insertions(+), 3 deletions(-)

diff --git a/src/parser.c b/src/parser.c
index 6b8965e..7803632 100644
--- a/src/parser.c
+++ b/src/parser.c
@@ -238,15 +238,17 @@
     int coords = option_find_int(options, "coords", 4);
     int classes = option_find_int(options, "classes", 20);
     int num = option_find_int(options, "num", 1);
+	int max_boxes = option_find_int_quiet(options, "max", 30);
 
-    layer l = make_region_layer(params.batch, params.w, params.h, num, classes, coords);
+    layer l = make_region_layer(params.batch, params.w, params.h, num, classes, coords, max_boxes);
     assert(l.outputs == params.inputs);
 
     l.log = option_find_int_quiet(options, "log", 0);
     l.sqrt = option_find_int_quiet(options, "sqrt", 0);
 
+	l.small_object = option_find_int_quiet(options, "small_object", 0);
     l.softmax = option_find_int(options, "softmax", 0);
-    l.max_boxes = option_find_int_quiet(options, "max",30);
+    //l.max_boxes = option_find_int_quiet(options, "max",30);
     l.jitter = option_find_float(options, "jitter", .2);
     l.rescore = option_find_int_quiet(options, "rescore",0);
 
@@ -532,6 +534,7 @@
     net->saturation = option_find_float_quiet(options, "saturation", 1);
     net->exposure = option_find_float_quiet(options, "exposure", 1);
     net->hue = option_find_float_quiet(options, "hue", 0);
+	net->power = option_find_float_quiet(options, "power", 4);
 
     if(!net->inputs && !(net->h && net->w && net->c)) error("No input parameters supplied");
 
@@ -571,7 +574,7 @@
         net->gamma = option_find_float(options, "gamma", 1);
         net->step = option_find_int(options, "step", 1);
     } else if (net->policy == POLY || net->policy == RANDOM){
-        net->power = option_find_float(options, "power", 1);
+        //net->power = option_find_float(options, "power", 1);
     }
     net->max_batches = option_find_int(options, "max_batches", 0);
 }
@@ -584,6 +587,11 @@
 
 network parse_network_cfg(char *filename)
 {
+	return parse_network_cfg_custom(filename, 0);
+}
+
+network parse_network_cfg_custom(char *filename, int batch)
+{
     list *sections = read_cfg(filename);
     node *n = sections->front;
     if(!n) error("Config file has no sections");
@@ -600,6 +608,7 @@
     params.w = net.w;
     params.c = net.c;
     params.inputs = net.inputs;
+	if (batch > 0) net.batch = batch;
     params.batch = net.batch;
     params.time_steps = net.time_steps;
     params.net = net;
@@ -666,6 +675,8 @@
         }else{
             fprintf(stderr, "Type not recognized: %s\n", s->type);
         }
+        l.onlyforward = option_find_int_quiet(options, "onlyforward", 0);
+        l.stopbackward = option_find_int_quiet(options, "stopbackward", 0);
         l.dontload = option_find_int_quiet(options, "dontload", 0);
         l.dontloadscales = option_find_int_quiet(options, "dontloadscales", 0);
         option_unused(options);
@@ -699,6 +710,8 @@
     return net;
 }
 
+
+
 list *read_cfg(char *filename)
 {
     FILE *file = fopen(filename, "r");
@@ -1025,11 +1038,13 @@
     fread(&minor, sizeof(int), 1, fp);
     fread(&revision, sizeof(int), 1, fp);
 	if ((major * 10 + minor) >= 2) {
+		printf("\n seen 64 \n");
 		uint64_t iseen = 0;
 		fread(&iseen, sizeof(uint64_t), 1, fp);
 		*net->seen = iseen;
 	}
 	else {
+		printf("\n seen 32 \n");
 		fread(net->seen, sizeof(int), 1, fp);
 	}
     int transpose = (major > 1000) || (minor > 1000);

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