fl tl acc loss tracking done

AnasIshfaque · Jun 10, 2024 · 2e2422b · 2e2422b
1 parent da92b64
commit 2e2422b
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diff --git a/Fed_Trans_learning/MedMNIST/MedMNIST_SqueezeNet_fd_server_with_tracking.ipynb b/Fed_Trans_learning/MedMNIST/MedMNIST_SqueezeNet_fd_server_with_tracking.ipynb
@@ -178,9 +178,9 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "{'0': 'malignant', '1': 'normal, benign'}\n",
-      "Using downloaded and verified file: /home/anas/.medmnist/breastmnist_128.npz\n",
-      "Using downloaded and verified file: /home/anas/.medmnist/breastmnist_128.npz\n"
+      "{'0': 'normal', '1': 'pneumonia'}\n",
+      "Using downloaded and verified file: /home/anas/.medmnist/pneumoniamnist_128.npz\n",
+      "Using downloaded and verified file: /home/anas/.medmnist/pneumoniamnist_128.npz\n"
      ]
     }
    ],
@@ -652,52 +652,52 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Conntected with ('192.168.0.160', 39624)\n",
-      "Conntected with ('192.168.0.114', 53542)\n",
-      "Conntected with ('192.168.0.148', 41548)\n",
-      "Conntected with ('192.168.0.137', 36536)\n",
+      "Conntected with ('192.168.0.160', 42036)\n",
+      "Conntected with ('192.168.0.114', 36836)\n",
+      "Conntected with ('192.168.0.137', 39222)\n",
+      "Conntected with ('192.168.0.148', 34072)\n",
       "timmer start!\n",
-      "User2's Round 1 is doneUser3's Round 1 is done\n",
-      "\n",
+      "User2's Round 1 is done\n",
       "User1's Round 1 is done\n",
       "User0's Round 1 is done\n",
-      "User3's Round 2 is done\n",
+      "User3's Round 1 is done\n",
       "User2's Round 2 is done\n",
       "User1's Round 2 is done\n",
       "User0's Round 2 is done\n",
-      "User3's Round 3 is done\n",
+      "User3's Round 2 is done\n",
       "User2's Round 3 is done\n",
       "User1's Round 3 is done\n",
+      "User3's Round 3 is done\n",
       "User0's Round 3 is done\n",
-      "User3's Round 4 is done\n",
       "User2's Round 4 is done\n",
       "User1's Round 4 is done\n",
+      "User3's Round 4 is done\n",
       "User0's Round 4 is done\n",
       "User2's Round 5 is done\n",
-      "User3's Round 5 is done\n",
       "User1's Round 5 is done\n",
       "User0's Round 5 is done\n",
-      "User3's Round 6 is done\n",
+      "User3's Round 5 is done\n",
       "User2's Round 6 is done\n",
       "User1's Round 6 is done\n",
       "User0's Round 6 is done\n",
-      "User3's Round 7 is done\n",
+      "User3's Round 6 is done\n",
       "User2's Round 7 is done\n",
       "User1's Round 7 is done\n",
+      "User3's Round 7 is done\n",
       "User0's Round 7 is done\n",
       "User2's Round 8 is done\n",
-      "User3's Round 8 is done\n",
       "User1's Round 8 is done\n",
+      "User3's Round 8 is done\n",
       "User0's Round 8 is done\n",
       "User2's Round 9 is done\n",
-      "User3's Round 9 is done\n",
       "User1's Round 9 is done\n",
       "User0's Round 9 is done\n",
-      "User3's Round 10 is done\n",
+      "User3's Round 9 is done\n",
       "User1's Round 10 is done\n",
       "User2's Round 10 is done\n",
       "User0's Round 10 is done\n",
-      "TrainingTime: 395.7805449962616 sec\n"
+      "User3's Round 10 is done\n",
+      "TrainingTime: 885.2031791210175 sec\n"
      ]
     }
    ],
@@ -707,16 +707,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 21,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "TrainingTime: 1462.4196712970734 sec\n",
-      "Total aggrigation time: 0.011538267135620117 sec\n",
-      "Total communication time: 1467.0762729644775 sec\n"
+      "TrainingTime: 885.2069606781006 sec\n",
+      "Total aggrigation time: 0.009710550308227539 sec\n",
+      "Total communication time: 2834.525616645813 sec\n"
      ]
     }
    ],
@@ -736,7 +736,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 22,
    "metadata": {},
    "outputs": [
     {
@@ -876,29 +876,29 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 23,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Accuracy: 0.7941\n",
-      "Precision: 0.7440\n",
-      "Recall: 0.6822\n",
-      "F1: 0.7006\n",
+      "Accuracy: 0.9100\n",
+      "Precision: 0.8519\n",
+      "Recall: 0.9081\n",
+      "F1: 0.8748\n",
       "Confusion Matrix: \n",
-      "tensor([[ 4,  5],\n",
-      "        [ 2, 23]])\n",
-      "Train Accuracy: 82.23%, Train Loss: 0.3908\n",
-      "Accuracy: 0.8590\n",
-      "Precision: 0.8583\n",
-      "Recall: 0.7682\n",
-      "F1: 0.7974\n",
+      "tensor([[19,  2],\n",
+      "        [ 7, 72]])\n",
+      "Train Accuracy: 89.91%, Train Loss: 0.2506\n",
+      "Accuracy: 0.9018\n",
+      "Precision: 0.8929\n",
+      "Recall: 0.8968\n",
+      "F1: 0.8947\n",
       "Confusion Matrix: \n",
-      "tensor([[ 24,  18],\n",
-      "        [  4, 110]])\n",
-      "Test Accuracy: 85.90%, Test Loss: 0.3344\n"
+      "tensor([[36,  5],\n",
+      "        [ 6, 65]])\n",
+      "Test Accuracy: 89.42%, Test Loss: 0.2561\n"
      ]
     }
    ],
@@ -921,7 +921,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 24,
    "metadata": {},
    "outputs": [
     {

diff --git a/Fed_Trans_learning/MedMNIST/pneumoniamnist_fd_SqueezeNet.pth b/Fed_Trans_learning/MedMNIST/pneumoniamnist_fd_SqueezeNet.pth