From d96585e514bef44e93b89e737e4906179cb4b106 Mon Sep 17 00:00:00 2001
From: ml server <ml@spacecruft.org>
Date: Wed, 29 Jan 2020 20:15:41 -0700
Subject: [PATCH] train GMSK

---
 notebooks/wut-train.ipynb | 44 +++++++++------------------------------
 1 file changed, 10 insertions(+), 34 deletions(-)

diff --git a/notebooks/wut-train.ipynb b/notebooks/wut-train.ipynb
index c42a9be..d97aeda 100644
--- a/notebooks/wut-train.ipynb
+++ b/notebooks/wut-train.ipynb
@@ -149,7 +149,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "ENCODING='PSK31'"
+    "ENCODING='GMSK'"
    ]
   },
   {
@@ -221,27 +221,11 @@
     "print('total training good images:', num_train_good)\n",
     "print('total training bad images:', num_train_bad)\n",
     "print(\"--\")\n",
-    "print(\"Total training images:\", total_train)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
+    "print(\"Total training images:\", total_train)\n",
     "print('total validation good images:', num_val_good)\n",
     "print('total validation bad images:', num_val_bad)\n",
     "print(\"--\")\n",
-    "print(\"Total validation images:\", total_val)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
+    "print(\"Total validation images:\", total_val)\n",
     "print(\"Reduce training and validation set when testing\")\n",
     "#total_train = 100\n",
     "#total_val = 100\n",
@@ -257,7 +241,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "batch_size = 64\n",
+    "batch_size = 32\n",
     "epochs = 16"
    ]
   },
@@ -267,12 +251,8 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Half size\n",
-    "IMG_HEIGHT = 804\n",
-    "IMG_WIDTH= 416\n",
-    "# Full size, machine barfs probably needs more RAM\n",
-    "#IMG_HEIGHT = 832\n",
-    "#IMG_WIDTH = 1606"
+    "IMG_WIDTH = 832\n",
+    "IMG_HEIGHT = 1606"
    ]
   },
   {
@@ -281,9 +261,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "train_image_generator = ImageDataGenerator(\n",
-    "    rescale=1./255\n",
-    ")"
+    "train_image_generator = ImageDataGenerator( rescale=1./255 )"
    ]
   },
   {
@@ -292,9 +270,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "val_image_generator = ImageDataGenerator(\n",
-    "    rescale=1./255\n",
-    ")"
+    "val_image_generator = ImageDataGenerator( rescale=1./255 )"
    ]
   },
   {
@@ -572,7 +548,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "model.save('/srv/satnogs/data/models/PSK31/wut-PSK31-201912.h5')"
+    "model.save('/srv/satnogs/data/models/GMSK/wut-GMSK-201912.h5')"
    ]
   },
   {
@@ -581,7 +557,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "model.save('/srv/satnogs/data/models/PSK31/wut-PSK31-201912.tf')"
+    "model.save('/srv/satnogs/data/models/GMSK/wut-GMSK-201912.tf')"
    ]
   },
   {