From eaf033c0570308dfcd381ed61d274c7f5add7cfc Mon Sep 17 00:00:00 2001
From: Joseph Redmon <pjreddie@gmail.com>
Date: Mon, 09 Nov 2015 21:27:02 +0000
Subject: [PATCH] Added tiny yolo model

---
 src/layer.h |   47 ++++++++++++++++++++++++++++++++++++++++++++++-
 1 files changed, 46 insertions(+), 1 deletions(-)

diff --git a/src/layer.h b/src/layer.h
index 4cd9f28..0137c8e 100644
--- a/src/layer.h
+++ b/src/layer.h
@@ -15,7 +15,6 @@
     ROUTE,
     COST,
     NORMALIZATION,
-    REGION,
     AVGPOOL
 } LAYER_TYPE;
 
@@ -27,22 +26,30 @@
     LAYER_TYPE type;
     ACTIVATION activation;
     COST_TYPE cost_type;
+    int batch_normalize;
     int batch;
+    int forced;
     int inputs;
     int outputs;
+    int truths;
     int h,w,c;
     int out_h, out_w, out_c;
     int n;
     int groups;
     int size;
+    int side;
     int stride;
     int pad;
     int crop_width;
     int crop_height;
+    int sqrt;
     int flip;
     float angle;
+    float jitter;
     float saturation;
     float exposure;
+    float shift;
+    int softmax;
     int classes;
     int coords;
     int background;
@@ -56,10 +63,17 @@
     float beta;
     float kappa;
 
+    float coord_scale;
+    float object_scale;
+    float noobject_scale;
+    float class_scale;
+
     int dontload;
+    int dontloadscales;
 
     float probability;
     float scale;
+
     int *indexes;
     float *rand;
     float *cost;
@@ -69,6 +83,9 @@
     float *biases;
     float *bias_updates;
 
+    float *scales;
+    float *scale_updates;
+
     float *weights;
     float *weight_updates;
 
@@ -80,18 +97,44 @@
     float * squared;
     float * norms;
 
+    float * spatial_mean;
+    float * mean;
+    float * variance;
+
+    float * rolling_mean;
+    float * rolling_variance;
+
     #ifdef GPU
     int *indexes_gpu;
     float * filters_gpu;
     float * filter_updates_gpu;
 
+    float * spatial_mean_gpu;
+    float * spatial_variance_gpu;
+
+    float * mean_gpu;
+    float * variance_gpu;
+
+    float * rolling_mean_gpu;
+    float * rolling_variance_gpu;
+
+    float * spatial_mean_delta_gpu;
+    float * spatial_variance_delta_gpu;
+
+    float * variance_delta_gpu;
+    float * mean_delta_gpu;
+
     float * col_image_gpu;
 
+    float * x_gpu;
+    float * x_norm_gpu;
     float * weights_gpu;
     float * biases_gpu;
+    float * scales_gpu;
 
     float * weight_updates_gpu;
     float * bias_updates_gpu;
+    float * scale_updates_gpu;
 
     float * output_gpu;
     float * delta_gpu;
@@ -101,4 +144,6 @@
     #endif
 } layer;
 
+void free_layer(layer);
+
 #endif

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