diff --git a/settings/FASHION_MNIST/CNN/Weights/Bias_L0_S199.npy b/settings/FASHION_MNIST/CNN/Weights/Bias_L0_S199.npy
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diff --git a/settings/FASHION_MNIST/CNN/Weights/Bias_L6_S199.npy b/settings/FASHION_MNIST/CNN/Weights/Bias_L6_S199.npy
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diff --git a/settings/FASHION_MNIST/CNN/Weights/Bias_L8_S199.npy b/settings/FASHION_MNIST/CNN/Weights/Bias_L8_S199.npy
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diff --git a/settings/FASHION_MNIST/CNN/Weights/Weight_L0_S199.npy b/settings/FASHION_MNIST/CNN/Weights/Weight_L0_S199.npy
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diff --git a/settings/FASHION_MNIST/CNN/Weights/Weight_L3_S199.npy b/settings/FASHION_MNIST/CNN/Weights/Weight_L3_S199.npy
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index 0000000..08f133c
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diff --git a/settings/FASHION_MNIST/CNN/Weights/Weight_L6_S199.npy b/settings/FASHION_MNIST/CNN/Weights/Weight_L6_S199.npy
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index 0000000..d471fa2
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diff --git a/settings/FASHION_MNIST/CNN/Weights/Weight_L8_S199.npy b/settings/FASHION_MNIST/CNN/Weights/Weight_L8_S199.npy
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index 0000000..ca069fb
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diff --git a/settings/FASHION_MNIST/CNN/dataset.json b/settings/FASHION_MNIST/CNN/dataset.json
new file mode 100644
index 0000000..76d5c06
--- /dev/null
+++ b/settings/FASHION_MNIST/CNN/dataset.json
@@ -0,0 +1,4 @@
+{
+    "data_path": "./DATA_FASHION_MNIST/",
+    "data_mode": "MNIST_FASHION"
+}
diff --git a/settings/FASHION_MNIST/CNN/def.json b/settings/FASHION_MNIST/CNN/def.json
new file mode 100644
index 0000000..f9f0f30
--- /dev/null
+++ b/settings/FASHION_MNIST/CNN/def.json
@@ -0,0 +1,19 @@
+{
+    "epoch_id_max": 200,
+    "batch_size": 24,
+    "stage_id": 0,
+    "simulation_id": 0,
+    "learning_parameters": {
+        "loss_mode": 1, // X-Entropy
+        "number_of_batches_for_one_update": 20,
+        "learning_rate_gamma_w": 0.001,
+        "lr_scheduler_patience_w": -1,
+        "adapt_learning_rate_after_minibatch": false,
+        "w_trainable": [
+            true
+        ]
+    },
+    "augmentation": {},
+    "image_statistics": {},
+    "approximation_setting": {}
+}
\ No newline at end of file
diff --git a/settings/FASHION_MNIST/CNN/log_2023_01_14_22_04_04.txt.gz b/settings/FASHION_MNIST/CNN/log_2023_01_14_22_04_04.txt.gz
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diff --git a/settings/FASHION_MNIST/CNN/network.json b/settings/FASHION_MNIST/CNN/network.json
new file mode 100644
index 0000000..25870ac
--- /dev/null
+++ b/settings/FASHION_MNIST/CNN/network.json
@@ -0,0 +1,97 @@
+{
+    "network_structure": {
+        "number_of_output_neurons": 10,
+        "layer_type": [
+            "CONV2D",
+            "RELU",
+            "MAX POOLING",
+            "CONV2D",
+            "RELU",
+            "MAX POOLING",
+            "CONV2D",
+            "RELU",
+            "CONV2D"
+        ],
+        "strides": [
+            [
+                1,
+                1
+            ], // "CONV2D"
+            [], // "RELU",
+            [
+                2,
+                2
+            ], // "MAX POOLING",
+            [
+                1,
+                1
+            ], // "CONV2D"
+            [], // "RELU",
+            [
+                2,
+                2
+            ], // "MAX POOLING",
+            [
+                1,
+                1
+            ], // "CONV2D"
+            [], // "RELU",
+            [
+                1,
+                1
+            ] // "CONV2D"
+        ],
+        "forward_neuron_numbers": [
+            [
+                1,
+                32
+            ], // "CONV2D",
+            [], // "RELU",
+            [], // "MAX POOLING",
+            [
+                32,
+                64
+            ], // "CONV2D",
+            [], // "RELU",
+            [], // "MAX POOLING",
+            [
+                64,
+                96
+            ], // "CONV2D",
+            [], // "RELU",
+            [
+                96,
+                10
+            ] // "CONV2D",            
+        ],
+        "forward_kernel_size": [
+            [
+                5,
+                5
+            ], // "CONV2D",
+            [], // "RELU",
+            [
+                2,
+                2
+            ], // "MAX POOLING",
+            [
+                5,
+                5
+            ], // "CONV2D",
+            [], // "RELU",
+            [
+                2,
+                2
+            ], // "MAX POOLING",
+            [
+                3,
+                3
+            ], // "CONV2D",
+            [], // "RELU",
+            [
+                1,
+                1
+            ] // "CONV2D",            
+        ]
+    }
+}
\ No newline at end of file
diff --git a/settings/FASHION_MNIST/CNN/test_error.npy b/settings/FASHION_MNIST/CNN/test_error.npy
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index 0000000..4c1c0df
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diff --git a/settings/MNIST/CNN/Weights/Bias_L0_S199.npy b/settings/MNIST/CNN/Weights/Bias_L0_S199.npy
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index 0000000..11aec41
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diff --git a/settings/MNIST/CNN/Weights/Bias_L3_S199.npy b/settings/MNIST/CNN/Weights/Bias_L3_S199.npy
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index 0000000..d5251f0
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diff --git a/settings/MNIST/CNN/Weights/Bias_L6_S199.npy b/settings/MNIST/CNN/Weights/Bias_L6_S199.npy
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index 0000000..01b2eab
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diff --git a/settings/MNIST/CNN/Weights/Bias_L8_S199.npy b/settings/MNIST/CNN/Weights/Bias_L8_S199.npy
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diff --git a/settings/MNIST/CNN/Weights/Weight_L0_S199.npy b/settings/MNIST/CNN/Weights/Weight_L0_S199.npy
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index 0000000..3d4bd2a
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diff --git a/settings/MNIST/CNN/Weights/Weight_L3_S199.npy b/settings/MNIST/CNN/Weights/Weight_L3_S199.npy
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index 0000000..c04f432
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diff --git a/settings/MNIST/CNN/Weights/Weight_L6_S199.npy b/settings/MNIST/CNN/Weights/Weight_L6_S199.npy
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index 0000000..6a145ee
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diff --git a/settings/MNIST/CNN/Weights/Weight_L8_S199.npy b/settings/MNIST/CNN/Weights/Weight_L8_S199.npy
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diff --git a/settings/MNIST/CNN/dataset.json b/settings/MNIST/CNN/dataset.json
new file mode 100644
index 0000000..7f74d48
--- /dev/null
+++ b/settings/MNIST/CNN/dataset.json
@@ -0,0 +1,4 @@
+{
+    "data_path": "./DATA_MNIST/",
+    "data_mode": "MNIST"
+}
diff --git a/settings/MNIST/CNN/def.json b/settings/MNIST/CNN/def.json
new file mode 100644
index 0000000..f9f0f30
--- /dev/null
+++ b/settings/MNIST/CNN/def.json
@@ -0,0 +1,19 @@
+{
+    "epoch_id_max": 200,
+    "batch_size": 24,
+    "stage_id": 0,
+    "simulation_id": 0,
+    "learning_parameters": {
+        "loss_mode": 1, // X-Entropy
+        "number_of_batches_for_one_update": 20,
+        "learning_rate_gamma_w": 0.001,
+        "lr_scheduler_patience_w": -1,
+        "adapt_learning_rate_after_minibatch": false,
+        "w_trainable": [
+            true
+        ]
+    },
+    "augmentation": {},
+    "image_statistics": {},
+    "approximation_setting": {}
+}
\ No newline at end of file
diff --git a/settings/MNIST/CNN/log_2023_01_14_19_45_42.txt.gz b/settings/MNIST/CNN/log_2023_01_14_19_45_42.txt.gz
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index 0000000..fed7c85
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diff --git a/settings/MNIST/CNN/network.json b/settings/MNIST/CNN/network.json
new file mode 100644
index 0000000..25870ac
--- /dev/null
+++ b/settings/MNIST/CNN/network.json
@@ -0,0 +1,97 @@
+{
+    "network_structure": {
+        "number_of_output_neurons": 10,
+        "layer_type": [
+            "CONV2D",
+            "RELU",
+            "MAX POOLING",
+            "CONV2D",
+            "RELU",
+            "MAX POOLING",
+            "CONV2D",
+            "RELU",
+            "CONV2D"
+        ],
+        "strides": [
+            [
+                1,
+                1
+            ], // "CONV2D"
+            [], // "RELU",
+            [
+                2,
+                2
+            ], // "MAX POOLING",
+            [
+                1,
+                1
+            ], // "CONV2D"
+            [], // "RELU",
+            [
+                2,
+                2
+            ], // "MAX POOLING",
+            [
+                1,
+                1
+            ], // "CONV2D"
+            [], // "RELU",
+            [
+                1,
+                1
+            ] // "CONV2D"
+        ],
+        "forward_neuron_numbers": [
+            [
+                1,
+                32
+            ], // "CONV2D",
+            [], // "RELU",
+            [], // "MAX POOLING",
+            [
+                32,
+                64
+            ], // "CONV2D",
+            [], // "RELU",
+            [], // "MAX POOLING",
+            [
+                64,
+                96
+            ], // "CONV2D",
+            [], // "RELU",
+            [
+                96,
+                10
+            ] // "CONV2D",            
+        ],
+        "forward_kernel_size": [
+            [
+                5,
+                5
+            ], // "CONV2D",
+            [], // "RELU",
+            [
+                2,
+                2
+            ], // "MAX POOLING",
+            [
+                5,
+                5
+            ], // "CONV2D",
+            [], // "RELU",
+            [
+                2,
+                2
+            ], // "MAX POOLING",
+            [
+                3,
+                3
+            ], // "CONV2D",
+            [], // "RELU",
+            [
+                1,
+                1
+            ] // "CONV2D",            
+        ]
+    }
+}
\ No newline at end of file
diff --git a/settings/MNIST/CNN/test_error.npy b/settings/MNIST/CNN/test_error.npy
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index 0000000..46eb72a
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