From eae7b34cc0906268ddef2e64551ea5ca0951c0c8 Mon Sep 17 00:00:00 2001
From: Ruslan_Lenin <9992012@gmail.com>
Date: Fri, 29 Jun 2018 08:39:03 +0000
Subject: [PATCH] Update gemm.c

---
 src/parser.c |   30 ++++++++++++++++++++++++------
 1 files changed, 24 insertions(+), 6 deletions(-)

diff --git a/src/parser.c b/src/parser.c
index 7441ae2..1a32407 100644
--- a/src/parser.c
+++ b/src/parser.c
@@ -268,9 +268,14 @@
 
 	char *a = option_find_str(options, "mask", 0);
 	int *mask = parse_yolo_mask(a, &num);
-	int max_boxes = option_find_int_quiet(options, "max", 30);
+	int max_boxes = option_find_int_quiet(options, "max", 90);
 	layer l = make_yolo_layer(params.batch, params.w, params.h, num, total, mask, classes, max_boxes);
-	assert(l.outputs == params.inputs);
+	if (l.outputs != params.inputs) {
+		printf("Error: l.outputs == params.inputs \n");
+		printf("filters= in the [convolutional]-layer doesn't correspond to classes= or mask= in [yolo]-layer \n");
+		exit(EXIT_FAILURE);
+	}
+	//assert(l.outputs == params.inputs);
 
 	//l.max_boxes = option_find_int_quiet(options, "max", 90);
 	l.jitter = option_find_float(options, "jitter", .2);
@@ -305,10 +310,15 @@
     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);
+	int max_boxes = option_find_int_quiet(options, "max", 90);
 
     layer l = make_region_layer(params.batch, params.w, params.h, num, classes, coords, max_boxes);
-    assert(l.outputs == params.inputs);
+	if (l.outputs != params.inputs) {
+		printf("Error: l.outputs == params.inputs \n");
+		printf("filters= in the [convolutional]-layer doesn't correspond to classes= or num= in [region]-layer \n");
+		exit(EXIT_FAILURE);
+	}
+    //assert(l.outputs == params.inputs);
 
     l.log = option_find_int_quiet(options, "log", 0);
     l.sqrt = option_find_int_quiet(options, "sqrt", 0);
@@ -712,6 +722,7 @@
     params.time_steps = net.time_steps;
     params.net = net;
 
+	float bflops = 0;
     size_t workspace_size = 0;
     n = n->next;
     int count = 0;
@@ -719,7 +730,7 @@
     fprintf(stderr, "layer     filters    size              input                output\n");
     while(n){
         params.index = count;
-        fprintf(stderr, "%5d ", count);
+        fprintf(stderr, "%4d ", count);
         s = (section *)n->val;
         options = s->options;
         layer l = {0};
@@ -796,15 +807,17 @@
             params.c = l.out_c;
             params.inputs = l.outputs;
         }
+		if (l.bflops > 0) bflops += l.bflops;
     }   
     free_list(sections);
     net.outputs = get_network_output_size(net);
     net.output = get_network_output(net);
+	printf("Total BFLOPS %5.3f \n", bflops);
     if(workspace_size){
         //printf("%ld\n", workspace_size);
 #ifdef GPU
         if(gpu_index >= 0){
-            net.workspace = cuda_make_array(0, (workspace_size-1)/sizeof(float)+1);
+            net.workspace = cuda_make_array(0, workspace_size/sizeof(float) + 1);
         }else {
             net.workspace = calloc(1, workspace_size);
         }
@@ -812,6 +825,11 @@
         net.workspace = calloc(1, workspace_size);
 #endif
     }
+	LAYER_TYPE lt = net.layers[net.n - 1].type;
+	if ((net.w % 32 != 0 || net.h % 32 != 0) && (lt == YOLO || lt == REGION || lt == DETECTION)) {
+		printf("\n Warning: width=%d and height=%d in cfg-file must be divisible by 32 for default networks Yolo v1/v2/v3!!! \n\n",
+			net.w, net.h);
+	}
     return net;
 }
 

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