Renamed pkl to HDF5

app_test.ipynb

@@ -2,9 +2,28 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/and/miniconda3/envs/cqfe/lib/python3.11/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
+      "  from .autonotebook import tqdm as notebook_tqdm\n",
+      "2024-08-03 12:21:43.656166: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.\n",
+      "2024-08-03 12:21:43.696083: E tensorflow/compiler/xla/stream_executor/cuda/cuda_dnn.cc:9342] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
+      "2024-08-03 12:21:43.696120: E tensorflow/compiler/xla/stream_executor/cuda/cuda_fft.cc:609] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
+      "2024-08-03 12:21:43.696157: E tensorflow/compiler/xla/stream_executor/cuda/cuda_blas.cc:1518] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n",
+      "2024-08-03 12:21:43.703335: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.\n",
+      "2024-08-03 12:21:43.704201: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.\n",
+      "To enable the following instructions: AVX2 FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.\n",
+      "2024-08-03 12:21:44.529426: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT\n",
+      "2024-08-03 12:21:45.118823: I tensorflow/compiler/xla/stream_executor/cuda/cuda_gpu_executor.cc:894] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355\n",
+      "2024-08-03 12:21:45.162904: W tensorflow/core/common_runtime/gpu/gpu_device.cc:2211] Cannot dlopen some GPU libraries. Please make sure the missing libraries mentioned above are installed properly if you would like to use GPU. Follow the guide at https://www.tensorflow.org/install/gpu for how to download and setup the required libraries for your platform.\n",
+      "Skipping registering GPU devices...\n"
+     ]
+    },
     {
      "name": "stdout",
      "output_type": "stream",
@@ -30,7 +49,7 @@
      "data": {
       "text/plain": []
      },
-     "execution_count": 2,
+     "execution_count": 1,
      "metadata": {},
      "output_type": "execute_result"
     },
@@ -41,8 +60,8 @@
       "1/1 [==============================] - 10s 10s/step\n",
       "1/1 [==============================] - 10s 10s/step\n",
       "1/1 [==============================] - 5s 5s/step\n",
-      "1/1 [==============================] - 1s 885ms/step\n",
-      "1/1 [==============================] - 0s 496ms/step\n"
+      "1/1 [==============================] - 1s 871ms/step\n",
+      "1/1 [==============================] - 1s 506ms/step\n"
      ]
     }
    ],

cqfe_models.py

@@ -1,3 +1,4 @@
+import pickle
 import tensorflow as tf
 from tensorflow.keras import Model
 from tensorflow.keras.optimizers import Adam
@@ -295,7 +296,7 @@ def late_deep_cnn_model():
         optimizer='adam'
     )
 
-    model.load_weights('./Checkpoints/exp3multif0.pkl')
+    model.load_weights('./Checkpoints/exp3multif0.h5')
 
     return model