[NB] Fix raining routine break statements

NoteBooks/Xlit_TrainingSetup_condensed.ipynb

@@ -1255,7 +1255,7 @@
         "                .format(epoch+1, num_epochs, (ith+1)//acc_grad, acc_loss.data))\n",
         "            running_loss.append(acc_loss.item())\n",
         "            acc_loss=0\n",
-        "            break\n",
+        "            # break\n",
         "\n",
         "    LOG2CSV(running_loss, LOG_PATH+\"trainLoss.csv\")\n",
         "\n",
@@ -1271,7 +1271,7 @@
         "            val_loss += loss_estimator(v_output, v_tgt)\n",
         "\n",
         "            val_accuracy += accuracy_score(v_output, v_tgt, tgt_glyph) # in Utils section\n",
-        "        break\n",
+        "        # break\n",
         "    val_loss = val_loss / len(val_dataloader)\n",
         "    val_accuracy = val_accuracy / len(val_dataloader)\n",
         "\n",
@@ -1281,8 +1281,7 @@
         "                LOG_PATH+\"valLoss.csv\")\n",
         "\n",
         "    #-------- save Checkpoint -------------------\n",
-        "    # if val_accuracy > best_accuracy:\n",
-        "    if 1:\n",
+        "    if val_accuracy > best_accuracy:\n",
         "    # if val_loss < best_loss:\n",
         "        print(\"***saving best optimal state [Loss:{} Accur:{}] ***\".format(val_loss.data,val_accuracy.data) )\n",
         "        best_loss = val_loss\n",