notebooks/Label_emair.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "8c04fd20-e799-444c-9960-4897d67d4a44",
   "metadata": {},
   "outputs": [],
   "source": [
    "import glob\n",
    "from tqdm import tqdm\n",
    "\n",
    "import data as data_class"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "2332ffff-fd6d-45e5-ab19-a1b70bdf8cf1",
   "metadata": {},
   "outputs": [],
   "source": [
    "def annotate_single_capture(dataset_glob, label):\n",
    "    for filename in tqdm(glob.glob(dataset_glob+\"*.sigmf-meta\", recursive=True)):\n",
    "\n",
    "        data_obj = data_class.Data(filename)\n",
    "        iq_samples = data_obj.get_samples()\n",
    "    \n",
    "        data_obj.sigmf_obj._metadata[data_obj.sigmf_obj.ANNOTATION_KEY] = []\n",
    "        \n",
    "        start = 0\n",
    "        length = 400 #len(iq_samples)\n",
    "        \n",
    "        metadata = {\n",
    "            \"core:label\": label,\n",
    "            \"core:freq_lower_edge\": data_obj.metadata[\"captures\"][0][\"core:frequency\"]\n",
    "            - data_obj.metadata[\"global\"][\"core:sample_rate\"] / 2,\n",
    "            \"core:freq_upper_edge\": data_obj.metadata[\"captures\"][0][\"core:frequency\"]\n",
    "            + data_obj.metadata[\"global\"][\"core:sample_rate\"] / 2,\n",
    "        }\n",
    "        data_obj.sigmf_obj.add_annotation(start, length=length, metadata=metadata)\n",
    "    \n",
    "        data_obj.sigmf_obj.tofile(data_obj.sigmf_meta_filename, skip_validate=True)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "b376e0af-580a-4d5b-a9fe-bd4fc539c999",
   "metadata": {},
   "outputs": [],
   "source": [
    "emair_data = {\n",
    "    # \"anom_wifi\": \"data/gamutrf/emair_wifi_05032023/20msps/mod/**/\",\n",
    "    # \"wifi\": \"data/gamutrf/emair_wifi_05032023/20msps/normal/**/\",\n",
    "    # \"other\": \"data/gamutrf/emair_wifi_05032023/20msps/other/**/\",\n",
    "    \"anom_wifi\": \"data/gamutrf/wifi-data-03082024/20msps/mod/**/\",\n",
    "    \"wifi\": \"data/gamutrf/wifi-data-03082024/20msps/normal/**/\",\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "c4c4145a-1d45-492f-a2e7-66abc0391c7f",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
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      " 50%|█████████████████████████████████████████████████████████████                                                             | 1/2 [00:00<00:00,  8.84it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-33.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-33.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-25.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-25.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-26.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-26.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-29.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-29.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-14.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-14.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-23.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-23.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-38.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-38.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-36.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-36.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-35.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-35.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-2.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-2.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-40.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-40.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-6.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-6.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-16.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-16.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-9.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-9.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-15.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-15.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-27.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-27.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-22.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-22.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-19.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-19.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-12.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-12.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-34.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-34.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-1.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-1.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-18.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-18.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-7.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-7.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-5.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-5.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-28.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-28.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-11.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-11.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-31.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-31.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-30.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-30.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-13.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-13.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-37.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-37.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-39.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-39.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-10.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-10.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-3.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-3.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-4.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-4.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-32.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-32.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-20.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-20.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-24.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-24.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-21.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-21.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-17.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-17.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-8.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/validate/xmod-wifi-8.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-33.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-33.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-25.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-25.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-26.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-26.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-29.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-29.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-14.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-14.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-23.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-23.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-38.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-38.sigmf-meta\n",
      "\n",
      "\n",
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      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-36.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-36.sigmf-meta\n",
      "\n",
      "\n",
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      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-35.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-35.sigmf-meta\n",
      "\n",
      "\n",
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      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-2.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-2.sigmf-meta\n",
      "\n",
      "\n",
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      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-40.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-40.sigmf-meta\n",
      "\n",
      "\n",
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      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-6.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-6.sigmf-meta\n",
      "\n",
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      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-16.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-16.sigmf-meta\n",
      "\n",
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      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-9.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-9.sigmf-meta\n",
      "\n",
      "\n",
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      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-15.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-15.sigmf-meta\n",
      "\n",
      "\n",
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      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-27.sigmf-data \n",
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      "\n",
      "\n",
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      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-22.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-22.sigmf-meta\n",
      "\n",
      "\n",
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      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-19.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-19.sigmf-meta\n",
      "\n",
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      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-12.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-12.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-34.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-34.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-1.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-1.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-18.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-18.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-7.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-7.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-5.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-5.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-28.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-28.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-11.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-11.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-31.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-31.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-30.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-30.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-13.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-13.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-37.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-37.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-39.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-39.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-10.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-10.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-3.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-3.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-4.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-4.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-32.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-32.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-20.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-20.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-24.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-24.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-21.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-21.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-17.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-17.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-8.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/train/xmod-wifi-8.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/inference/mod-inference-13.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/inference/mod-inference-13.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/inference/mod-inference-5.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/inference/mod-inference-5.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/inference/mod-inference-12.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/inference/mod-inference-12.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/inference/mod-inference-9.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/inference/mod-inference-9.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/inference/mod-inference-8.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/inference/mod-inference-8.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/inference/mod-inference-7.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/inference/mod-inference-7.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/inference/mod-inference-6.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/inference/mod-inference-6.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/inference/mod-inference-1.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/inference/mod-inference-1.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/inference/mod-inference-10.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/inference/mod-inference-10.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/inference/mod-inference-11.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/inference/mod-inference-11.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/inference/mod-inference-2.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/inference/mod-inference-2.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/inference/mod-inference-3.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/inference/mod-inference-3.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/inference/mod-inference-4.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/inference/mod-inference-4.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-33.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-33.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-25.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-25.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-26.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-26.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-29.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-29.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-14.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-14.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-23.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-23.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-38.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-38.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-36.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-36.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-35.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-35.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-2.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-2.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-40.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-40.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-6.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-6.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-16.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-16.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-9.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-9.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-15.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-15.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-27.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-27.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-22.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-22.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-19.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-19.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-12.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-12.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-34.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-34.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-1.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-1.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-18.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-18.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-7.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-7.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-5.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-5.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-28.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-28.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-11.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-11.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-31.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-31.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-30.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-30.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-13.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-13.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-37.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-37.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-39.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-39.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-10.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-10.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-3.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-3.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-4.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-4.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-32.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-32.sigmf-meta\n",
      "\n",
      "\n",
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      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-20.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-20.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-24.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-24.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-21.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-21.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-17.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-17.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-8.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/mod/test/xmod-wifi-8.sigmf-meta\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "  0%|                                                                                                                                | 0/133 [00:00<?, ?it/s]\u001b[A"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/validate/xmod-wifi-33.sigmf-data \n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/validate/xmod-wifi-14.sigmf-data \n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
      "\n",
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      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/validate/xmod-wifi-2.sigmf-data \n",
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      "\n",
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      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/validate/xmod-wifi-40.sigmf-data \n",
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      "\n",
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      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/validate/xmod-wifi-6.sigmf-data \n",
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      "\n",
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      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/validate/xmod-wifi-16.sigmf-data \n",
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      "\n",
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      "\n",
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      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/validate/xmod-wifi-15.sigmf-data \n",
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      "\n",
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      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/validate/xmod-wifi-27.sigmf-data \n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-29.sigmf-data \n",
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      "\n",
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      "\n",
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      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-23.sigmf-data \n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      "\n",
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      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-6.sigmf-data \n",
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      "\n",
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      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-16.sigmf-data \n",
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      "\n",
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      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-9.sigmf-meta\n",
      "\n",
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      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-15.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-15.sigmf-meta\n",
      "\n",
      "\n",
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      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-27.sigmf-data \n",
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      "\n",
      "\n",
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      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-22.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-22.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-19.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-19.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-12.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-12.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-34.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-34.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-1.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-1.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-18.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-18.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-7.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-7.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-5.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-5.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-28.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-28.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-11.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-11.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-31.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-31.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-30.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-30.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-13.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-13.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-37.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-37.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-39.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-39.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-10.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-10.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-3.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-3.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-4.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-4.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-32.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-32.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-20.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-20.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-24.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-24.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-21.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-21.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-17.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-17.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-8.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/train/xmod-wifi-8.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/inference/normal-inference-11.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/inference/normal-inference-11.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/inference/normal-inference-8.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/inference/normal-inference-8.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/inference/normal-inference-2.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/inference/normal-inference-2.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/inference/normal-inference-3.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/inference/normal-inference-3.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/inference/normal-inference-10.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/inference/normal-inference-10.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/inference/normal-inference-9.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/inference/normal-inference-9.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/inference/normal-inference-1.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/inference/normal-inference-1.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/inference/normal-inference-6.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/inference/normal-inference-6.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/inference/normal-inference-13.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/inference/normal-inference-13.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/inference/normal-inference-12.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/inference/normal-inference-12.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/inference/normal-inference-5.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/inference/normal-inference-5.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/inference/normal-inference-4.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/inference/normal-inference-4.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/inference/normal-inference-7.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/inference/normal-inference-7.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-33.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-33.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-25.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-25.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-26.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-26.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-29.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-29.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-14.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-14.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-23.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-23.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-38.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-38.sigmf-meta\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 133/133 [00:00<00:00, 977.52it/s]\u001b[A\n",
      "100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 2/2 [00:00<00:00,  7.70it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-36.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-36.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-35.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-35.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-2.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-2.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-40.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-40.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-6.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-6.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-16.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-16.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-9.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-9.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-15.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-15.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-27.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-27.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-22.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-22.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-19.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-19.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-12.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-12.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-34.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-34.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-1.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-1.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-18.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-18.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-7.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-7.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-5.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-5.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-28.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-28.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-11.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-11.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-31.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-31.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-30.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-30.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-13.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-13.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-37.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-37.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-39.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-39.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-10.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-10.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-3.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-3.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-4.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-4.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-32.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-32.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-20.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-20.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-24.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-24.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-21.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-21.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-17.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-17.sigmf-meta\n",
      "\n",
      "\n",
      "Loaded \n",
      " Data file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-8.sigmf-data \n",
      " SigMF-Meta file: data/gamutrf/wifi-data-03082024/20msps/normal/test/xmod-wifi-8.sigmf-meta\n",
      "\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "for label in tqdm(emair_data):\n",
    "    annotate_single_capture(emair_data[label], label)\n",
    "    "
   ]
  }
 ],
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