diff --git a/README.md b/README.md
index a484be1..dec9488 100755
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+++ b/README.md
@@ -1,7 +1,7 @@
 Recycling network - compression picture
 ============
 
-A graph of the number of iterations of compression ratio
+The dependence of the number of iterations of the compression ratio
 --------------
 The following input parameters were set to determine this relationship:
  - 256x256 size image;
@@ -10,9 +10,66 @@ The following input parameters were set to determine this relationship:
  
 Changing the compression ratio is achieved by varying the number of hidden layer neurons.
 
-Compression coefficient | asdasd | asdsad
---- | --- | ---
-asdasd | asdasda | asdasda
-1 | 123 | 123
+Compression coefficient | Number of iteration
+                    --- | --- 
+                4,20089 | 40
+                3,15069 | 17
+                2,52056 | 8
+                2,10047 | 6
+                1,80041 | 5
+
+The dependence of the number of training iterations, for a different size image
+------------
+The following input parameters were set to determine this relationship:
+ - 256x256 sized image;
+ - squares of the same image size 4x4;
+ - The number of neurons in the hidden layer - 28
+ - maximum permissible errors - 500.
+ 
+Use a single image in different sizes.
+
+Image Size | Number of iterations
+       --- | ---
+   32 x 32 | 3
+   64 x 64 | 10
+ 128 x 128 | 15
+ 256 x 256 | 17
+         
+The dependence of the number of iterations of the error
+-----
+
+The following input parameters were set to determine this relationship:
+ - 256x256 sized image;
+ - squares of the same image size 4x4;
+ - The number of neurons in the hidden layer - 20;
+
+  Error | Number of iterations
+    --- | ---
+2086,42 | 1
+1739,09 | 2
+1285,45 | 4
+1021,98 | 6
+ 857,13 | 8
+ 733,34 | 10
+ 634,46 | 12
+ 556,18 | 14
+ 495,15 | 16
+ 
+ The dependence of the number of iterations of step
+ -----------
  
+ The following input parameters were set to determine this relationship:
+  - 256x256 sized image;
+  - squares of the same image size 4x4;
+  - The number of neurons in the hidden layer - 32;
+  - maximum permissible errors - 500.
+  
+ Step training | Number of iterations
+           --- | ---
+        0.0001 | 53
+         0.001 | 8
+         0.003 | 3
+         0.005 | 2
+          0.01 | 2
+          
 ![demo](example.gif)
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