diff --git a/build/doctrees/environment.pickle b/build/doctrees/environment.pickle index db9498c..8ab0839 100644 Binary files a/build/doctrees/environment.pickle and b/build/doctrees/environment.pickle differ diff --git a/build/doctrees/nbsphinx/notebooks/DemoNotebook_ammico.ipynb b/build/doctrees/nbsphinx/notebooks/DemoNotebook_ammico.ipynb index 33851fc..2b211fc 100644 --- a/build/doctrees/nbsphinx/notebooks/DemoNotebook_ammico.ipynb +++ b/build/doctrees/nbsphinx/notebooks/DemoNotebook_ammico.ipynb @@ -17,10 +17,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:18:50.773395Z", - "iopub.status.busy": "2024-01-16T10:18:50.772940Z", - "iopub.status.idle": "2024-01-16T10:18:50.781047Z", - "shell.execute_reply": "2024-01-16T10:18:50.780521Z" + "iopub.execute_input": "2024-01-31T13:24:26.657882Z", + "iopub.status.busy": "2024-01-31T13:24:26.657686Z", + "iopub.status.idle": "2024-01-31T13:24:26.665077Z", + "shell.execute_reply": "2024-01-31T13:24:26.664479Z" } }, "outputs": [], @@ -53,10 +53,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:18:50.783655Z", - "iopub.status.busy": "2024-01-16T10:18:50.783228Z", - "iopub.status.idle": "2024-01-16T10:19:00.929347Z", - "shell.execute_reply": "2024-01-16T10:19:00.928722Z" + "iopub.execute_input": "2024-01-31T13:24:26.667625Z", + "iopub.status.busy": "2024-01-31T13:24:26.667293Z", + "iopub.status.idle": "2024-01-31T13:24:36.428947Z", + "shell.execute_reply": "2024-01-31T13:24:36.428386Z" } }, "outputs": [], @@ -87,10 +87,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:19:00.932393Z", - "iopub.status.busy": "2024-01-16T10:19:00.931755Z", - "iopub.status.idle": "2024-01-16T10:19:00.936414Z", - "shell.execute_reply": "2024-01-16T10:19:00.935785Z" + "iopub.execute_input": "2024-01-31T13:24:36.431812Z", + "iopub.status.busy": "2024-01-31T13:24:36.431214Z", + "iopub.status.idle": "2024-01-31T13:24:36.435987Z", + "shell.execute_reply": "2024-01-31T13:24:36.435503Z" } }, "outputs": [], @@ -123,10 +123,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:19:00.939136Z", - "iopub.status.busy": "2024-01-16T10:19:00.938748Z", - "iopub.status.idle": "2024-01-16T10:19:00.965838Z", - "shell.execute_reply": "2024-01-16T10:19:00.964866Z" + "iopub.execute_input": "2024-01-31T13:24:36.438377Z", + "iopub.status.busy": "2024-01-31T13:24:36.438011Z", + "iopub.status.idle": "2024-01-31T13:24:36.462080Z", + "shell.execute_reply": "2024-01-31T13:24:36.461225Z" } }, "outputs": [ @@ -145,7 +145,7 @@ " " ], "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -171,10 +171,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:19:01.002807Z", - "iopub.status.busy": "2024-01-16T10:19:01.002247Z", - "iopub.status.idle": "2024-01-16T10:20:49.705566Z", - "shell.execute_reply": "2024-01-16T10:20:49.704947Z" + "iopub.execute_input": "2024-01-31T13:24:36.504236Z", + "iopub.status.busy": "2024-01-31T13:24:36.503819Z", + "iopub.status.idle": "2024-01-31T13:26:22.792021Z", + "shell.execute_reply": "2024-01-31T13:26:22.791466Z" } }, "outputs": [ @@ -182,20 +182,20 @@ "name": "stdout", "output_type": "stream", "text": [ - "Collecting en-core-web-md==3.7.1\n", - " Downloading https://github.com/explosion/spacy-models/releases/download/en_core_web_md-3.7.1/en_core_web_md-3.7.1-py3-none-any.whl (42.8 MB)\n" + "Collecting en-core-web-md==3.7.1\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ + " Downloading https://github.com/explosion/spacy-models/releases/download/en_core_web_md-3.7.1/en_core_web_md-3.7.1-py3-none-any.whl (42.8 MB)\n", "\u001b[?25l \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m0.0/42.8 MB\u001b[0m \u001b[31m?\u001b[0m eta \u001b[36m-:--:--\u001b[0m\r", - "\u001b[2K 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[00:02<00:02, 261MB/s]" ] }, { @@ -465,7 +461,7 @@ "output_type": "stream", "text": [ "\r", - "pytorch_model.bin: 48%|████▊ | 587M/1.22G [00:02<00:02, 230MB/s]" + "pytorch_model.bin: 49%|████▉ | 598M/1.22G [00:02<00:02, 261MB/s]" ] }, { @@ -473,7 +469,7 @@ "output_type": "stream", "text": [ "\r", - "pytorch_model.bin: 51%|█████ | 619M/1.22G [00:02<00:02, 232MB/s]" + "pytorch_model.bin: 51%|█████▏ | 629M/1.22G [00:02<00:02, 261MB/s]" ] }, { @@ -481,7 +477,7 @@ "output_type": "stream", "text": [ "\r", - "pytorch_model.bin: 53%|█████▎ | 650M/1.22G [00:02<00:02, 231MB/s]" + "pytorch_model.bin: 54%|█████▍ | 661M/1.22G [00:02<00:02, 262MB/s]" ] }, { @@ -489,7 +485,7 @@ "output_type": "stream", "text": [ "\r", - "pytorch_model.bin: 56%|█████▌ | 682M/1.22G [00:02<00:02, 232MB/s]" + "pytorch_model.bin: 57%|█████▋ | 692M/1.22G [00:02<00:02, 263MB/s]" ] }, { @@ -497,7 +493,7 @@ "output_type": "stream", "text": [ "\r", - "pytorch_model.bin: 58%|█████▊ | 713M/1.22G [00:03<00:02, 233MB/s]" + 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100%|█████████▉| 1.33G/1.33G [00:05<00:00, 263MB/s]" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\r", + "pytorch_model.bin: 100%|██████████| 1.33G/1.33G [00:05<00:00, 256MB/s]" ] }, { @@ -1263,7 +1267,7 @@ "output_type": "stream", "text": [ "\r", - "tokenizer_config.json: 100%|██████████| 60.0/60.0 [00:00<00:00, 72.2kB/s]" + "tokenizer_config.json: 100%|██████████| 60.0/60.0 [00:00<00:00, 78.8kB/s]" ] }, { @@ -1286,7 +1290,7 @@ "output_type": "stream", "text": [ "\r", - "vocab.txt: 100%|██████████| 213k/213k [00:00<00:00, 47.7MB/s]" + "vocab.txt: 100%|██████████| 213k/213k [00:00<00:00, 5.27MB/s]" ] }, { @@ -1323,7 +1327,7 @@ "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", - "1/1 [==============================] - 1s 517ms/step\n" + "1/1 [==============================] - 1s 524ms/step\n" ] }, { @@ -1367,7 +1371,7 @@ "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", - "1/1 [==============================] - 0s 319ms/step\n" + "1/1 [==============================] - 0s 311ms/step\n" ] }, { @@ -1383,7 +1387,7 @@ "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", - "1/1 [==============================] - 0s 323ms/step\n" + "1/1 [==============================] - 0s 311ms/step\n" ] }, { @@ -1399,7 +1403,7 @@ "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", - "1/1 [==============================] - 1s 951ms/step\n" + "1/1 [==============================] - 0s 486ms/step\n" ] }, { @@ -1415,7 +1419,7 @@ "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", - "1/1 [==============================] - 0s 217ms/step\n" + "1/1 [==============================] - 0s 214ms/step\n" ] }, { @@ -1431,7 +1435,7 @@ "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", - "1/1 [==============================] - 0s 220ms/step\n" + "1/1 [==============================] - 0s 218ms/step\n" ] }, { @@ -1447,7 +1451,7 @@ "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", - "1/1 [==============================] - 1s 524ms/step\n" + "1/1 [==============================] - 1s 516ms/step\n" ] }, { @@ -1479,7 +1483,7 @@ "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", - "1/1 [==============================] - 0s 212ms/step\n" + "1/1 [==============================] - 0s 208ms/step\n" ] }, { @@ -1495,7 +1499,7 @@ "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", - "1/1 [==============================] - 0s 317ms/step\n" + "1/1 [==============================] - 0s 346ms/step\n" ] }, { @@ -1511,7 +1515,7 @@ "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", - "1/1 [==============================] - 0s 64ms/step\n" + "1/1 [==============================] - 0s 62ms/step\n" ] } ], @@ -1533,10 +1537,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:20:49.708077Z", - "iopub.status.busy": "2024-01-16T10:20:49.707820Z", - "iopub.status.idle": "2024-01-16T10:22:16.351629Z", - "shell.execute_reply": "2024-01-16T10:22:16.350854Z" + "iopub.execute_input": "2024-01-31T13:26:22.794706Z", + "iopub.status.busy": "2024-01-31T13:26:22.794298Z", + "iopub.status.idle": "2024-01-31T13:29:58.441037Z", + "shell.execute_reply": "2024-01-31T13:29:58.440341Z" } }, "outputs": [ @@ -1553,7 +1557,7 @@ "output_type": "stream", "text": [ "\r", - "vocab.txt: 100%|██████████| 232k/232k [00:00<00:00, 86.4MB/s]" + "vocab.txt: 100%|██████████| 232k/232k [00:00<00:00, 45.5MB/s]" ] }, { @@ -1576,7 +1580,7 @@ "output_type": "stream", "text": [ "\r", - "tokenizer_config.json: 100%|██████████| 28.0/28.0 [00:00<00:00, 37.8kB/s]" + "tokenizer_config.json: 100%|██████████| 28.0/28.0 [00:00<00:00, 42.7kB/s]" ] }, { @@ -1599,7 +1603,7 @@ "output_type": "stream", "text": [ "\r", - "config.json: 100%|██████████| 570/570 [00:00<00:00, 792kB/s]" + "config.json: 100%|██████████| 570/570 [00:00<00:00, 919kB/s]" ] }, { @@ -1622,7 +1626,7 @@ "output_type": "stream", "text": [ "\r", - " 0%| | 4.01M/2.50G [00:00<01:19, 34.0MB/s]" + " 0%| | 832k/2.50G [00:00<05:28, 8.18MB/s]" ] }, { @@ -1630,7 +1634,7 @@ "output_type": "stream", "text": [ "\r", - " 1%| | 16.0M/2.50G [00:00<00:34, 77.2MB/s]" + " 0%| | 3.25M/2.50G [00:00<02:27, 18.2MB/s]" ] }, { @@ -1638,7 +1642,7 @@ "output_type": "stream", "text": [ "\r", - " 1%| | 32.0M/2.50G [00:00<00:27, 97.0MB/s]" + " 0%| | 5.44M/2.50G [00:00<02:14, 19.9MB/s]" ] }, { @@ -1646,7 +1650,7 @@ "output_type": "stream", "text": [ "\r", - " 2%|▏ | 48.0M/2.50G [00:00<00:24, 109MB/s] " + " 0%| | 7.34M/2.50G [00:00<02:27, 18.2MB/s]" ] }, { @@ -1654,7 +1658,7 @@ "output_type": "stream", "text": [ "\r", - " 2%|▏ | 62.7M/2.50G [00:00<00:21, 122MB/s]" + " 0%| | 9.38M/2.50G [00:00<02:19, 19.2MB/s]" ] }, { @@ -1662,7 +1666,7 @@ "output_type": "stream", "text": [ "\r", - " 3%|▎ | 75.4M/2.50G [00:00<00:20, 126MB/s]" + " 0%| | 11.6M/2.50G [00:00<02:09, 20.6MB/s]" ] }, { @@ -1670,7 +1674,7 @@ "output_type": "stream", "text": [ "\r", - " 4%|▎ | 95.8M/2.50G [00:00<00:17, 152MB/s]" + " 1%| | 14.0M/2.50G [00:00<02:02, 21.8MB/s]" ] }, { @@ -1678,7 +1682,7 @@ "output_type": "stream", "text": [ "\r", - " 4%|▍ | 111M/2.50G [00:00<00:16, 153MB/s] " + " 1%| | 16.8M/2.50G [00:00<01:51, 24.0MB/s]" ] }, { @@ -1686,7 +1690,7 @@ "output_type": "stream", "text": [ "\r", - " 5%|▌ | 135M/2.50G [00:01<00:13, 182MB/s]" + " 1%| | 19.1M/2.50G [00:00<01:53, 23.6MB/s]" ] }, { @@ -1694,7 +1698,7 @@ "output_type": "stream", "text": [ "\r", - " 6%|▌ | 158M/2.50G [00:01<00:12, 201MB/s]" + " 1%| | 24.0M/2.50G [00:01<01:24, 31.6MB/s]" ] }, { @@ -1702,7 +1706,7 @@ "output_type": "stream", "text": [ "\r", - " 7%|▋ | 185M/2.50G [00:01<00:11, 225MB/s]" + " 1%| | 27.3M/2.50G [00:01<01:22, 32.2MB/s]" ] }, { @@ -1710,7 +1714,7 @@ "output_type": "stream", "text": [ "\r", - " 8%|▊ | 210M/2.50G [00:01<00:10, 238MB/s]" + " 1%| | 30.7M/2.50G [00:01<01:19, 33.3MB/s]" ] }, { @@ -1718,7 +1722,7 @@ "output_type": "stream", "text": [ "\r", - " 9%|▉ | 236M/2.50G [00:01<00:09, 249MB/s]" + " 1%|▏ | 33.9M/2.50G [00:01<01:20, 33.0MB/s]" ] }, { @@ -1726,7 +1730,7 @@ "output_type": "stream", "text": [ "\r", - " 10%|█ | 269M/2.50G [00:01<00:08, 277MB/s]" + " 1%|▏ | 37.0M/2.50G [00:01<01:29, 29.5MB/s]" ] }, { @@ -1734,7 +1738,7 @@ "output_type": "stream", "text": [ "\r", - " 12%|█▏ | 296M/2.50G [00:01<00:09, 253MB/s]" + " 2%|▏ | 41.6M/2.50G [00:01<01:16, 34.4MB/s]" ] }, { @@ -1742,7 +1746,7 @@ "output_type": "stream", "text": [ "\r", - " 13%|█▎ | 329M/2.50G [00:01<00:08, 280MB/s]" + " 2%|▏ | 45.0M/2.50G [00:01<01:21, 32.6MB/s]" ] }, { @@ -1750,7 +1754,7 @@ "output_type": "stream", "text": [ "\r", - " 14%|█▍ | 359M/2.50G [00:01<00:08, 288MB/s]" + " 2%|▏ | 48.6M/2.50G [00:01<01:18, 33.8MB/s]" ] }, { @@ -1758,7 +1762,7 @@ "output_type": "stream", "text": [ "\r", - " 15%|█▌ | 387M/2.50G [00:01<00:07, 291MB/s]" + " 2%|▏ | 51.9M/2.50G [00:01<01:18, 33.7MB/s]" ] }, { @@ -1766,7 +1770,7 @@ "output_type": "stream", "text": [ "\r", - " 16%|█▋ | 419M/2.50G [00:02<00:07, 303MB/s]" + " 2%|▏ | 57.1M/2.50G [00:02<01:06, 39.6MB/s]" ] }, { @@ -1774,7 +1778,7 @@ "output_type": "stream", "text": [ "\r", - " 18%|█▊ | 452M/2.50G [00:02<00:07, 316MB/s]" + " 2%|▏ | 60.9M/2.50G [00:02<01:15, 34.8MB/s]" ] }, { @@ -1782,7 +1786,7 @@ "output_type": "stream", "text": [ "\r", - " 19%|█▉ | 482M/2.50G [00:02<00:07, 300MB/s]" + " 3%|▎ | 65.5M/2.50G [00:02<01:08, 38.2MB/s]" ] }, { @@ -1790,7 +1794,7 @@ "output_type": "stream", "text": [ "\r", - " 20%|█▉ | 511M/2.50G [00:02<00:07, 291MB/s]" + " 3%|▎ | 69.9M/2.50G [00:02<01:05, 40.2MB/s]" ] }, { @@ -1798,7 +1802,7 @@ "output_type": "stream", "text": [ "\r", - " 21%|██ | 539M/2.50G [00:02<00:07, 278MB/s]" + " 3%|▎ | 74.4M/2.50G [00:02<01:02, 42.0MB/s]" ] }, { @@ -1806,7 +1810,7 @@ "output_type": "stream", "text": [ "\r", - " 22%|██▏ | 566M/2.50G [00:02<00:07, 277MB/s]" + " 3%|▎ | 78.5M/2.50G [00:02<01:18, 33.2MB/s]" ] }, { @@ -1814,7 +1818,7 @@ "output_type": "stream", "text": [ "\r", - " 23%|██▎ | 592M/2.50G [00:02<00:07, 276MB/s]" + " 3%|▎ | 82.0M/2.50G [00:02<01:17, 33.7MB/s]" ] }, { @@ -1822,7 +1826,7 @@ "output_type": "stream", "text": [ "\r", - " 24%|██▍ | 619M/2.50G [00:02<00:07, 274MB/s]" + " 3%|▎ | 85.5M/2.50G [00:02<01:17, 33.4MB/s]" ] }, { @@ -1830,7 +1834,7 @@ "output_type": "stream", "text": [ "\r", - " 25%|██▌ | 645M/2.50G [00:02<00:07, 273MB/s]" + " 3%|▎ | 89.5M/2.50G [00:02<01:13, 35.5MB/s]" ] }, { @@ -1838,7 +1842,7 @@ "output_type": "stream", "text": [ "\r", - " 26%|██▌ | 671M/2.50G [00:03<00:07, 261MB/s]" + " 4%|▎ | 94.1M/2.50G [00:03<01:06, 38.9MB/s]" ] }, { @@ -1846,7 +1850,7 @@ "output_type": "stream", "text": [ "\r", - " 27%|██▋ | 697M/2.50G [00:03<00:07, 263MB/s]" + " 4%|▍ | 98.2M/2.50G [00:03<01:04, 39.9MB/s]" ] }, { @@ -1854,7 +1858,7 @@ "output_type": "stream", "text": [ "\r", - " 28%|██▊ | 722M/2.50G [00:03<00:07, 265MB/s]" + " 4%|▍ | 102M/2.50G [00:03<01:05, 39.6MB/s] " ] }, { @@ -1862,7 +1866,7 @@ "output_type": "stream", "text": [ "\r", - " 29%|██▉ | 748M/2.50G [00:03<00:07, 267MB/s]" + " 4%|▍ | 106M/2.50G [00:03<01:14, 34.7MB/s]" ] }, { @@ -1870,7 +1874,7 @@ "output_type": "stream", "text": [ "\r", - " 30%|███ | 774M/2.50G [00:03<00:07, 267MB/s]" + " 4%|▍ | 109M/2.50G [00:03<01:18, 32.9MB/s]" ] }, { @@ -1878,7 +1882,7 @@ "output_type": "stream", "text": [ "\r", - " 31%|███ | 799M/2.50G [00:03<00:06, 267MB/s]" + " 4%|▍ | 113M/2.50G [00:03<01:15, 34.1MB/s]" ] }, { @@ -1886,7 +1890,7 @@ "output_type": "stream", "text": [ "\r", - " 32%|███▏ | 832M/2.50G [00:03<00:06, 290MB/s]" + " 5%|▍ | 117M/2.50G [00:03<01:10, 36.2MB/s]" ] }, { @@ -1894,7 +1898,7 @@ "output_type": "stream", "text": [ "\r", - " 34%|███▎ | 864M/2.50G [00:03<00:05, 303MB/s]" + " 5%|▍ | 121M/2.50G [00:03<01:09, 36.9MB/s]" ] }, { @@ -1902,7 +1906,7 @@ "output_type": "stream", "text": [ "\r", - " 35%|███▍ | 897M/2.50G [00:03<00:05, 315MB/s]" + " 5%|▍ | 125M/2.50G [00:03<01:07, 37.9MB/s]" ] }, { @@ -1910,7 +1914,7 @@ "output_type": "stream", "text": [ "\r", - " 36%|███▌ | 927M/2.50G [00:03<00:05, 294MB/s]" + " 5%|▌ | 128M/2.50G [00:04<01:07, 38.1MB/s]" ] }, { @@ -1918,7 +1922,7 @@ "output_type": "stream", "text": [ "\r", - " 37%|███▋ | 955M/2.50G [00:04<00:05, 293MB/s]" + " 5%|▌ | 132M/2.50G [00:04<01:12, 35.0MB/s]" ] }, { @@ -1926,7 +1930,7 @@ "output_type": "stream", "text": [ "\r", - " 39%|███▊ | 988M/2.50G [00:04<00:05, 307MB/s]" + " 5%|▌ | 136M/2.50G [00:04<01:12, 35.2MB/s]" ] }, { @@ -1934,7 +1938,7 @@ "output_type": "stream", "text": [ "\r", - " 40%|███▉ | 0.99G/2.50G [00:04<00:05, 286MB/s]" + " 5%|▌ | 140M/2.50G [00:04<01:07, 37.5MB/s]" ] }, { @@ -1942,7 +1946,7 @@ "output_type": "stream", "text": [ "\r", - " 41%|████ | 1.02G/2.50G [00:04<00:05, 281MB/s]" + " 6%|▌ | 144M/2.50G [00:04<01:03, 39.6MB/s]" ] }, { @@ -1950,7 +1954,7 @@ "output_type": "stream", "text": [ "\r", - " 42%|████▏ | 1.05G/2.50G [00:04<00:05, 272MB/s]" + " 6%|▌ | 148M/2.50G [00:04<01:06, 38.2MB/s]" ] }, { @@ -1958,7 +1962,7 @@ "output_type": "stream", "text": [ "\r", - " 43%|████▎ | 1.08G/2.50G [00:04<00:05, 280MB/s]" + " 6%|▌ | 153M/2.50G [00:04<00:59, 42.3MB/s]" ] }, { @@ -1966,7 +1970,7 @@ "output_type": "stream", "text": [ "\r", - " 44%|████▍ | 1.11G/2.50G [00:04<00:05, 292MB/s]" + " 6%|▌ | 157M/2.50G [00:04<01:03, 39.8MB/s]" ] }, { @@ -1974,7 +1978,7 @@ "output_type": "stream", "text": [ "\r", - " 45%|████▌ | 1.14G/2.50G [00:04<00:04, 301MB/s]" + " 6%|▋ | 161M/2.50G [00:05<01:15, 33.5MB/s]" ] }, { @@ -1982,7 +1986,7 @@ "output_type": "stream", "text": [ "\r", - " 46%|████▋ | 1.16G/2.50G [00:04<00:04, 303MB/s]" + " 6%|▋ | 164M/2.50G [00:05<01:19, 31.6MB/s]" ] }, { @@ -1990,7 +1994,7 @@ "output_type": "stream", "text": [ "\r", - " 48%|████▊ | 1.19G/2.50G [00:04<00:04, 305MB/s]" + " 7%|▋ | 169M/2.50G [00:05<01:20, 31.1MB/s]" ] }, { @@ -1998,7 +2002,7 @@ "output_type": "stream", "text": [ "\r", - " 49%|████▉ | 1.22G/2.50G [00:05<00:04, 314MB/s]" + " 7%|▋ | 172M/2.50G [00:05<01:22, 30.5MB/s]" ] }, { @@ -2006,7 +2010,7 @@ "output_type": "stream", "text": [ "\r", - " 50%|█████ | 1.26G/2.50G [00:05<00:04, 320MB/s]" + " 7%|▋ | 177M/2.50G [00:05<01:11, 35.1MB/s]" ] }, { @@ -2014,7 +2018,7 @@ "output_type": "stream", "text": [ "\r", - " 51%|█████▏ | 1.29G/2.50G [00:05<00:04, 322MB/s]" + " 7%|▋ | 180M/2.50G [00:05<01:13, 34.2MB/s]" ] }, { @@ -2022,7 +2026,7 @@ "output_type": "stream", "text": [ "\r", - " 53%|█████▎ | 1.32G/2.50G [00:05<00:04, 310MB/s]" + " 7%|▋ | 184M/2.50G [00:05<01:24, 29.6MB/s]" ] }, { @@ -2030,7 +2034,7 @@ "output_type": "stream", "text": [ "\r", - " 54%|█████▎ | 1.34G/2.50G [00:05<00:04, 306MB/s]" + " 7%|▋ | 187M/2.50G [00:05<01:31, 27.2MB/s]" ] }, { @@ -2038,7 +2042,7 @@ "output_type": "stream", "text": [ "\r", - " 55%|█████▍ | 1.38G/2.50G [00:05<00:03, 310MB/s]" + " 7%|▋ | 190M/2.50G [00:06<01:33, 26.7MB/s]" ] }, { @@ -2046,7 +2050,7 @@ "output_type": "stream", "text": [ "\r", - " 56%|█████▌ | 1.40G/2.50G [00:05<00:03, 309MB/s]" + " 8%|▊ | 193M/2.50G [00:06<01:38, 25.2MB/s]" ] }, { @@ -2054,7 +2058,7 @@ "output_type": "stream", "text": [ "\r", - " 57%|█████▋ | 1.43G/2.50G [00:05<00:03, 304MB/s]" + " 8%|▊ | 195M/2.50G [00:06<01:34, 26.3MB/s]" ] }, { @@ -2062,7 +2066,7 @@ "output_type": "stream", "text": [ "\r", - " 58%|█████▊ | 1.46G/2.50G [00:05<00:03, 310MB/s]" + " 8%|▊ | 200M/2.50G [00:06<01:20, 30.7MB/s]" ] }, { @@ -2070,7 +2074,7 @@ "output_type": "stream", "text": [ "\r", - " 60%|█████▉ | 1.49G/2.50G [00:06<00:03, 304MB/s]" + " 8%|▊ | 203M/2.50G [00:06<01:29, 27.7MB/s]" ] }, { @@ -2078,7 +2082,7 @@ "output_type": "stream", "text": [ "\r", - " 61%|██████ | 1.52G/2.50G [00:06<00:03, 311MB/s]" + " 8%|▊ | 206M/2.50G [00:06<01:21, 30.5MB/s]" ] }, { @@ -2086,7 +2090,7 @@ "output_type": "stream", "text": [ "\r", - " 62%|██████▏ | 1.55G/2.50G [00:06<00:03, 315MB/s]" + " 8%|▊ | 209M/2.50G [00:06<01:21, 30.1MB/s]" ] }, { @@ -2094,7 +2098,7 @@ "output_type": "stream", "text": [ "\r", - " 63%|██████▎ | 1.58G/2.50G [00:06<00:03, 307MB/s]" + " 8%|▊ | 213M/2.50G [00:06<01:15, 32.5MB/s]" ] }, { @@ -2102,7 +2106,7 @@ "output_type": "stream", "text": [ "\r", - " 64%|██████▍ | 1.61G/2.50G [00:06<00:03, 266MB/s]" + " 8%|▊ | 217M/2.50G [00:06<01:09, 35.6MB/s]" ] }, { @@ -2110,7 +2114,7 @@ "output_type": "stream", "text": [ "\r", - " 65%|██████▌ | 1.64G/2.50G [00:06<00:03, 258MB/s]" + " 9%|▊ | 221M/2.50G [00:07<01:19, 31.0MB/s]" ] }, { @@ -2118,7 +2122,7 @@ "output_type": "stream", "text": [ "\r", - " 66%|██████▋ | 1.66G/2.50G [00:06<00:03, 257MB/s]" + " 9%|▉ | 225M/2.50G [00:07<01:11, 34.5MB/s]" ] }, { @@ -2126,7 +2130,7 @@ "output_type": "stream", "text": [ "\r", - " 67%|██████▋ | 1.69G/2.50G [00:06<00:03, 260MB/s]" + " 9%|▉ | 229M/2.50G [00:07<01:15, 32.6MB/s]" ] }, { @@ -2134,7 +2138,7 @@ "output_type": "stream", "text": [ "\r", - " 68%|██████▊ | 1.71G/2.50G [00:06<00:03, 263MB/s]" + " 9%|▉ | 232M/2.50G [00:07<01:13, 33.1MB/s]" ] }, { @@ -2142,7 +2146,7 @@ "output_type": "stream", "text": [ "\r", - " 69%|██████▉ | 1.74G/2.50G [00:07<00:03, 268MB/s]" + " 9%|▉ | 235M/2.50G [00:07<01:36, 25.3MB/s]" ] }, { @@ -2150,7 +2154,7 @@ "output_type": "stream", "text": [ "\r", - " 70%|███████ | 1.76G/2.50G [00:07<00:03, 256MB/s]" + " 9%|▉ | 238M/2.50G [00:07<01:29, 27.4MB/s]" ] }, { @@ -2158,7 +2162,7 @@ "output_type": "stream", "text": [ "\r", - " 71%|███████▏ | 1.79G/2.50G [00:07<00:02, 260MB/s]" + " 9%|▉ | 242M/2.50G [00:07<01:18, 30.9MB/s]" ] }, { @@ -2166,7 +2170,7 @@ "output_type": "stream", "text": [ "\r", - " 72%|███████▏ | 1.81G/2.50G [00:07<00:02, 264MB/s]" + " 10%|▉ | 247M/2.50G [00:07<01:09, 34.7MB/s]" ] }, { @@ -2174,7 +2178,7 @@ "output_type": "stream", "text": [ "\r", - " 73%|███████▎ | 1.84G/2.50G [00:08<00:12, 57.5MB/s]" + " 10%|▉ | 250M/2.50G [00:08<01:09, 34.9MB/s]" ] }, { @@ -2182,7 +2186,7 @@ "output_type": "stream", "text": [ "\r", - " 74%|███████▍ | 1.86G/2.50G [00:08<00:08, 76.6MB/s]" + " 10%|▉ | 255M/2.50G [00:08<01:01, 39.1MB/s]" ] }, { @@ -2190,7 +2194,7 @@ "output_type": "stream", "text": [ "\r", - " 75%|███████▌ | 1.88G/2.50G [00:08<00:07, 89.8MB/s]" + " 10%|█ | 259M/2.50G [00:08<01:01, 39.3MB/s]" ] }, { @@ -2198,7 +2202,7 @@ "output_type": "stream", "text": [ "\r", - " 76%|███████▋ | 1.91G/2.50G [00:08<00:05, 115MB/s] " + " 10%|█ | 263M/2.50G [00:08<00:58, 40.9MB/s]" ] }, { @@ -2206,7 +2210,7 @@ "output_type": "stream", "text": [ "\r", - " 77%|███████▋ | 1.93G/2.50G [00:09<00:04, 125MB/s]" + " 10%|█ | 268M/2.50G [00:08<00:57, 42.2MB/s]" ] }, { @@ -2214,7 +2218,7 @@ "output_type": "stream", "text": [ "\r", - " 78%|███████▊ | 1.95G/2.50G [00:09<00:04, 141MB/s]" + " 11%|█ | 272M/2.50G [00:08<01:00, 39.8MB/s]" ] }, { @@ -2222,7 +2226,7 @@ "output_type": "stream", "text": [ "\r", - " 79%|███████▉ | 1.97G/2.50G [00:09<00:03, 157MB/s]" + " 11%|█ | 276M/2.50G [00:08<01:04, 37.1MB/s]" ] }, { @@ -2230,7 +2234,7 @@ "output_type": "stream", "text": [ "\r", - " 80%|███████▉ | 2.00G/2.50G [00:09<00:02, 182MB/s]" + " 11%|█ | 280M/2.50G [00:08<01:02, 38.0MB/s]" ] }, { @@ -2238,7 +2242,7 @@ "output_type": "stream", "text": [ "\r", - " 81%|████████ | 2.02G/2.50G [00:09<00:02, 189MB/s]" + " 11%|█ | 284M/2.50G [00:08<00:58, 41.1MB/s]" ] }, { @@ -2246,7 +2250,7 @@ "output_type": "stream", "text": [ "\r", - " 82%|████████▏ | 2.04G/2.50G [00:09<00:02, 198MB/s]" + " 11%|█▏ | 288M/2.50G [00:09<01:03, 37.7MB/s]" ] }, { @@ -2254,7 +2258,7 @@ "output_type": "stream", "text": [ "\r", - " 83%|████████▎ | 2.07G/2.50G [00:09<00:02, 225MB/s]" + " 11%|█▏ | 292M/2.50G [00:09<01:25, 27.9MB/s]" ] }, { @@ -2262,7 +2266,7 @@ "output_type": "stream", "text": [ "\r", - " 84%|████████▎ | 2.09G/2.50G [00:09<00:01, 235MB/s]" + " 12%|█▏ | 297M/2.50G [00:09<01:14, 31.9MB/s]" ] }, { @@ -2270,7 +2274,7 @@ "output_type": "stream", "text": [ "\r", - " 85%|████████▍ | 2.12G/2.50G [00:09<00:01, 259MB/s]" + " 12%|█▏ | 301M/2.50G [00:09<01:06, 35.8MB/s]" ] }, { @@ -2278,7 +2282,7 @@ "output_type": "stream", "text": [ "\r", - " 86%|████████▌ | 2.15G/2.50G [00:10<00:01, 270MB/s]" + " 12%|█▏ | 305M/2.50G [00:09<01:04, 36.4MB/s]" ] }, { @@ -2286,7 +2290,7 @@ "output_type": "stream", "text": [ "\r", - " 87%|████████▋ | 2.18G/2.50G [00:10<00:01, 280MB/s]" + " 12%|█▏ | 309M/2.50G [00:09<01:02, 37.7MB/s]" ] }, { @@ -2294,7 +2298,7 @@ "output_type": "stream", "text": [ "\r", - " 88%|████████▊ | 2.21G/2.50G [00:11<00:05, 54.0MB/s]" + " 12%|█▏ | 314M/2.50G [00:09<00:58, 40.6MB/s]" ] }, { @@ -2302,7 +2306,7 @@ "output_type": "stream", "text": [ "\r", - " 89%|████████▉ | 2.23G/2.50G [00:11<00:04, 64.3MB/s]" + " 12%|█▏ | 318M/2.50G [00:09<01:04, 36.7MB/s]" ] }, { @@ -2310,7 +2314,7 @@ "output_type": "stream", "text": [ "\r", - " 90%|████████▉ | 2.24G/2.50G [00:13<00:08, 33.9MB/s]" + " 13%|█▎ | 321M/2.50G [00:10<01:03, 36.8MB/s]" ] }, { @@ -2318,7 +2322,7 @@ "output_type": "stream", "text": [ "\r", - " 90%|█████████ | 2.26G/2.50G [00:13<00:06, 39.5MB/s]" + " 13%|█▎ | 326M/2.50G [00:10<00:57, 40.8MB/s]" ] }, { @@ -2326,7 +2330,7 @@ "output_type": "stream", "text": [ "\r", - " 91%|█████████ | 2.27G/2.50G [00:13<00:05, 44.6MB/s]" + " 13%|█▎ | 330M/2.50G [00:10<01:22, 28.4MB/s]" ] }, { @@ -2334,7 +2338,7 @@ "output_type": "stream", "text": [ "\r", - " 91%|█████████ | 2.28G/2.50G [00:13<00:04, 51.3MB/s]" + " 13%|█▎ | 334M/2.50G [00:10<01:17, 30.1MB/s]" ] }, { @@ -2342,7 +2346,7 @@ "output_type": "stream", "text": [ "\r", - " 92%|█████████▏| 2.30G/2.50G [00:13<00:03, 63.8MB/s]" + " 13%|█▎ | 337M/2.50G [00:10<01:19, 29.5MB/s]" ] }, { @@ -2350,7 +2354,7 @@ "output_type": "stream", "text": [ "\r", - " 92%|█████████▏| 2.31G/2.50G [00:13<00:02, 75.5MB/s]" + " 13%|█▎ | 342M/2.50G [00:10<01:06, 35.2MB/s]" ] }, { @@ -2358,7 +2362,7 @@ "output_type": "stream", "text": [ "\r", - " 93%|█████████▎| 2.33G/2.50G [00:13<00:02, 85.8MB/s]" + " 14%|█▎ | 347M/2.50G [00:10<01:02, 36.9MB/s]" ] }, { @@ -2366,7 +2370,7 @@ "output_type": "stream", "text": [ "\r", - " 94%|█████████▎| 2.34G/2.50G [00:14<00:01, 98.4MB/s]" + " 14%|█▎ | 350M/2.50G [00:10<01:05, 35.3MB/s]" ] }, { @@ -2374,7 +2378,7 @@ "output_type": "stream", "text": [ "\r", - " 94%|█████████▍| 2.36G/2.50G [00:14<00:01, 119MB/s] " + " 14%|█▍ | 354M/2.50G [00:11<01:06, 34.8MB/s]" ] }, { @@ -2382,7 +2386,7 @@ "output_type": "stream", "text": [ "\r", - " 95%|█████████▌| 2.38G/2.50G [00:14<00:00, 134MB/s]" + " 14%|█▍ | 358M/2.50G [00:11<01:02, 36.9MB/s]" ] }, { @@ -2390,7 +2394,7 @@ "output_type": "stream", "text": [ "\r", - " 96%|█████████▌| 2.40G/2.50G [00:14<00:00, 139MB/s]" + " 14%|█▍ | 362M/2.50G [00:11<01:09, 33.1MB/s]" ] }, { @@ -2398,7 +2402,7 @@ "output_type": "stream", "text": [ "\r", - " 96%|█████████▋| 2.42G/2.50G [00:14<00:00, 151MB/s]" + " 14%|█▍ | 366M/2.50G [00:11<01:02, 37.0MB/s]" ] }, { @@ -2406,7 +2410,7 @@ "output_type": "stream", "text": [ "\r", - " 97%|█████████▋| 2.44G/2.50G [00:14<00:00, 175MB/s]" + " 14%|█▍ | 371M/2.50G [00:11<00:57, 40.2MB/s]" ] }, { @@ -2414,7 +2418,7 @@ "output_type": "stream", "text": [ "\r", - " 98%|█████████▊| 2.46G/2.50G [00:14<00:00, 186MB/s]" + " 15%|█▍ | 375M/2.50G [00:11<01:12, 31.5MB/s]" ] }, { @@ -2422,7 +2426,7 @@ "output_type": "stream", "text": [ "\r", - " 99%|█████████▉| 2.48G/2.50G [00:16<00:00, 39.9MB/s]" + " 15%|█▍ | 379M/2.50G [00:11<01:06, 34.2MB/s]" ] }, { @@ -2430,7 +2434,7 @@ "output_type": "stream", "text": [ "\r", - "100%|█████████▉| 2.49G/2.50G [00:16<00:00, 49.7MB/s]" + " 15%|█▍ | 383M/2.50G [00:12<01:20, 28.3MB/s]" ] }, { @@ -2438,7 +2442,4871 @@ "output_type": "stream", "text": [ "\r", - "100%|██████████| 2.50G/2.50G [00:16<00:00, 165MB/s] " + " 15%|█▌ | 386M/2.50G [00:12<01:17, 29.5MB/s]" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\r", + " 15%|█▌ | 389M/2.50G [00:12<01:20, 28.5MB/s]" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\r", + " 15%|█▌ | 392M/2.50G [00:12<01:19, 28.7MB/s]" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\r", + " 15%|█▌ | 396M/2.50G [00:12<01:11, 31.9MB/s]" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\r", + " 16%|█▌ | 400M/2.50G [00:12<01:29, 25.3MB/s]" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\r", + " 16%|█▌ | 403M/2.50G [00:12<01:19, 28.5MB/s]" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\r", + " 16%|█▌ | 406M/2.50G [00:12<01:24, 26.8MB/s]" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\r", + " 16%|█▌ | 410M/2.50G [00:13<01:16, 29.6MB/s]" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\r", + " 16%|█▌ | 413M/2.50G [00:13<01:17, 29.2MB/s]" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\r", + " 16%|█▋ | 417M/2.50G [00:13<01:11, 31.6MB/s]" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\r", + " 16%|█▋ | 420M/2.50G [00:13<01:11, 31.5MB/s]" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\r", + " 17%|█▋ | 423M/2.50G [00:13<01:14, 30.1MB/s]" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\r", + " 17%|█▋ | 426M/2.50G [00:13<01:17, 29.0MB/s]" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\r", + " 17%|█▋ | 430M/2.50G [00:13<01:12, 30.9MB/s]" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\r", + " 17%|█▋ | 433M/2.50G 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[00:00<00:45, 31.6MB/s]" ] }, { @@ -2477,7 +7345,7 @@ "output_type": "stream", "text": [ "\r", - " 3%|▎ | 38.2M/1.35G [00:00<00:10, 129MB/s]" + " 1%| | 8.51M/1.35G [00:00<01:13, 19.5MB/s]" ] }, { @@ -2485,7 +7353,7 @@ "output_type": "stream", "text": [ "\r", - " 4%|▎ | 50.6M/1.35G [00:00<00:11, 126MB/s]" + " 1%| | 11.5M/1.35G [00:00<01:03, 22.7MB/s]" ] }, { @@ -2493,7 +7361,7 @@ "output_type": "stream", "text": [ "\r", - " 5%|▍ | 62.8M/1.35G [00:00<00:14, 96.4MB/s]" + " 1%| | 14.0M/1.35G [00:00<01:03, 22.7MB/s]" ] }, { @@ -2501,7 +7369,7 @@ "output_type": "stream", "text": [ "\r", - " 5%|▌ | 72.8M/1.35G [00:00<00:17, 79.6MB/s]" + " 1%| | 16.3M/1.35G [00:00<01:02, 23.0MB/s]" ] }, { @@ -2509,7 +7377,7 @@ "output_type": "stream", "text": [ "\r", - " 7%|▋ | 96.0M/1.35G [00:00<00:11, 117MB/s] " + " 1%|▏ | 19.4M/1.35G [00:00<00:56, 25.5MB/s]" ] }, { @@ -2517,7 +7385,7 @@ "output_type": "stream", "text": [ "\r", - " 9%|▉ | 123M/1.35G [00:01<00:08, 157MB/s] " + " 2%|▏ | 21.9M/1.35G [00:01<01:02, 22.7MB/s]" ] }, { @@ -2525,7 +7393,7 @@ "output_type": "stream", "text": [ "\r", - " 11%|█ | 152M/1.35G [00:01<00:06, 198MB/s]" + " 2%|▏ | 24.2M/1.35G [00:01<01:08, 20.9MB/s]" ] }, { @@ -2533,7 +7401,7 @@ "output_type": "stream", "text": [ "\r", - " 13%|█▎ | 181M/1.35G [00:01<00:05, 227MB/s]" + " 2%|▏ | 27.7M/1.35G [00:01<00:57, 24.7MB/s]" ] }, { @@ -2541,7 +7409,7 @@ "output_type": "stream", "text": [ "\r", - " 15%|█▍ | 205M/1.35G [00:01<00:05, 234MB/s]" + " 2%|▏ | 30.2M/1.35G [00:01<00:59, 23.9MB/s]" ] }, { @@ -2549,7 +7417,7 @@ "output_type": "stream", "text": [ "\r", - " 17%|█▋ | 231M/1.35G [00:01<00:04, 243MB/s]" + " 2%|▏ | 32.6M/1.35G [00:01<01:10, 20.0MB/s]" ] }, { @@ -2557,7 +7425,7 @@ "output_type": "stream", "text": [ "\r", - " 19%|█▊ | 257M/1.35G [00:01<00:04, 252MB/s]" + " 3%|▎ | 34.7M/1.35G [00:01<01:23, 17.0MB/s]" ] }, { @@ -2565,7 +7433,7 @@ "output_type": "stream", "text": [ "\r", - " 20%|██ | 283M/1.35G [00:01<00:04, 258MB/s]" + " 3%|▎ | 36.4M/1.35G [00:01<01:36, 14.5MB/s]" ] }, { @@ -2573,7 +7441,7 @@ "output_type": "stream", "text": [ "\r", - " 22%|██▏ | 309M/1.35G [00:01<00:04, 263MB/s]" + " 3%|▎ | 39.2M/1.35G [00:02<01:20, 17.4MB/s]" ] }, { @@ -2581,7 +7449,7 @@ "output_type": "stream", "text": [ "\r", - " 24%|██▍ | 334M/1.35G [00:01<00:04, 253MB/s]" + " 3%|▎ | 42.3M/1.35G [00:02<01:09, 20.1MB/s]" ] }, { @@ -2589,7 +7457,7 @@ "output_type": "stream", "text": [ "\r", - " 26%|██▌ | 359M/1.35G [00:01<00:04, 244MB/s]" + " 3%|▎ | 44.4M/1.35G [00:02<01:40, 14.0MB/s]" ] }, { @@ -2597,7 +7465,7 @@ "output_type": "stream", "text": [ "\r", - " 28%|██▊ | 385M/1.35G [00:02<00:04, 252MB/s]" + " 3%|▎ | 46.8M/1.35G [00:02<01:27, 16.1MB/s]" ] }, { @@ -2605,7 +7473,7 @@ "output_type": "stream", "text": [ "\r", - " 30%|███ | 416M/1.35G [00:02<00:03, 274MB/s]" + " 4%|▎ | 48.9M/1.35G [00:02<01:21, 17.1MB/s]" ] }, { @@ -2613,7 +7481,7 @@ "output_type": "stream", "text": [ "\r", - " 32%|███▏ | 447M/1.35G [00:02<00:03, 289MB/s]" + " 4%|▎ | 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" 5%|▍ | 63.0M/1.35G [00:03<01:11, 19.3MB/s]" ] }, { @@ -2669,7 +7537,7 @@ "output_type": "stream", "text": [ "\r", - " 47%|████▋ | 652M/1.35G [00:02<00:02, 308MB/s]" + " 5%|▍ | 66.2M/1.35G [00:03<01:01, 22.5MB/s]" ] }, { @@ -2677,7 +7545,7 @@ "output_type": "stream", "text": [ "\r", - " 50%|████▉ | 683M/1.35G [00:03<00:02, 314MB/s]" + " 5%|▍ | 68.4M/1.35G [00:03<01:02, 21.9MB/s]" ] }, { @@ -2685,7 +7553,7 @@ "output_type": "stream", "text": [ "\r", - " 52%|█████▏ | 713M/1.35G [00:03<00:02, 314MB/s]" + " 5%|▌ | 72.7M/1.35G [00:03<00:48, 28.4MB/s]" ] }, { @@ -2693,7 +7561,7 @@ "output_type": "stream", "text": [ "\r", - " 54%|█████▍ | 743M/1.35G [00:03<00:02, 309MB/s]" + " 5%|▌ | 75.6M/1.35G [00:03<00:47, 28.9MB/s]" ] }, { @@ -2701,7 +7569,7 @@ "output_type": "stream", "text": [ "\r", - " 56%|█████▌ | 773M/1.35G [00:03<00:02, 290MB/s]" + " 6%|▌ | 78.7M/1.35G [00:04<00:45, 29.8MB/s]" ] }, { @@ -2709,7 +7577,7 @@ "output_type": "stream", "text": [ "\r", - " 58%|█████▊ | 801M/1.35G [00:03<00:02, 293MB/s]" + " 6%|▌ | 81.6M/1.35G [00:04<00:47, 28.4MB/s]" ] }, { @@ -2717,7 +7585,7 @@ "output_type": "stream", "text": [ "\r", - " 60%|██████ | 829M/1.35G [00:03<00:02, 286MB/s]" + " 6%|▌ | 85.9M/1.35G [00:04<00:41, 32.9MB/s]" ] }, { @@ -2725,7 +7593,7 @@ "output_type": "stream", "text": [ "\r", - " 62%|██████▏ | 857M/1.35G [00:03<00:01, 280MB/s]" + " 6%|▋ | 89.1M/1.35G [00:04<00:44, 30.4MB/s]" ] }, { @@ -2733,7 +7601,7 @@ "output_type": "stream", "text": [ "\r", - " 64%|██████▍ | 884M/1.35G [00:04<00:03, 166MB/s]" + " 7%|▋ | 92.1M/1.35G [00:04<00:45, 29.6MB/s]" ] }, { @@ -2741,7 +7609,7 @@ "output_type": "stream", "text": [ "\r", - " 66%|██████▌ | 910M/1.35G [00:04<00:02, 187MB/s]" + " 7%|▋ | 95.0M/1.35G [00:04<00:51, 26.2MB/s]" ] }, { @@ -2749,7 +7617,7 @@ "output_type": "stream", "text": [ "\r", - " 68%|██████▊ | 941M/1.35G [00:04<00:02, 217MB/s]" + " 7%|▋ | 97.5M/1.35G [00:04<01:26, 15.6MB/s]" ] }, { @@ -2757,7 +7625,7 @@ "output_type": "stream", "text": [ "\r", - " 70%|███████ | 969M/1.35G [00:04<00:01, 236MB/s]" + " 7%|▋ | 99.6M/1.35G [00:05<01:20, 16.6MB/s]" ] }, { @@ -2765,7 +7633,7 @@ "output_type": "stream", "text": [ "\r", - " 73%|███████▎ | 0.98G/1.35G [00:04<00:01, 258MB/s]" + " 7%|▋ | 102M/1.35G [00:05<01:25, 15.6MB/s] " ] }, { @@ -2773,7 +7641,7 @@ "output_type": "stream", "text": [ "\r", - " 75%|███████▍ | 1.01G/1.35G [00:04<00:01, 275MB/s]" + " 7%|▋ | 103M/1.35G [00:05<01:24, 15.8MB/s]" ] }, { @@ -2781,7 +7649,7 @@ "output_type": "stream", "text": [ "\r", - " 77%|███████▋ | 1.03G/1.35G [00:04<00:01, 250MB/s]" + " 8%|▊ | 106M/1.35G [00:05<01:12, 18.4MB/s]" ] }, { @@ -2789,7 +7657,7 @@ "output_type": "stream", "text": [ "\r", - " 79%|███████▊ | 1.06G/1.35G [00:04<00:01, 257MB/s]" + " 8%|▊ | 108M/1.35G [00:05<01:07, 19.7MB/s]" ] }, { @@ -2797,7 +7665,7 @@ "output_type": "stream", "text": [ "\r", - " 81%|████████ | 1.09G/1.35G [00:04<00:01, 255MB/s]" + " 8%|▊ | 111M/1.35G [00:05<01:24, 15.8MB/s]" ] }, { @@ -2805,7 +7673,7 @@ "output_type": "stream", "text": [ "\r", - " 82%|████████▏ | 1.11G/1.35G [00:05<00:00, 260MB/s]" + " 8%|▊ | 112M/1.35G [00:05<01:19, 16.7MB/s]" ] }, { @@ -2813,7 +7681,7 @@ "output_type": "stream", "text": [ "\r", - " 84%|████████▍ | 1.14G/1.35G [00:05<00:00, 263MB/s]" + " 8%|▊ | 116M/1.35G [00:06<01:04, 20.6MB/s]" ] }, { @@ -2821,7 +7689,7 @@ "output_type": "stream", "text": [ "\r", - " 86%|████████▌ | 1.16G/1.35G [00:05<00:00, 265MB/s]" + " 9%|▊ | 118M/1.35G [00:06<01:08, 19.2MB/s]" ] }, { @@ -2829,7 +7697,7 @@ "output_type": "stream", "text": [ "\r", - " 88%|████████▊ | 1.19G/1.35G [00:05<00:00, 266MB/s]" + " 9%|▊ | 120M/1.35G [00:06<01:42, 12.9MB/s]" ] }, { @@ -2837,7 +7705,7 @@ "output_type": "stream", "text": [ "\r", - " 90%|████████▉ | 1.21G/1.35G [00:05<00:00, 262MB/s]" + " 9%|▉ | 121M/1.35G [00:06<01:44, 12.7MB/s]" ] }, { @@ -2845,7 +7713,7 @@ "output_type": "stream", "text": [ "\r", - " 92%|█████████▏| 1.24G/1.35G [00:05<00:00, 262MB/s]" + " 9%|▉ | 124M/1.35G [00:06<01:21, 16.2MB/s]" ] }, { @@ -2853,7 +7721,7 @@ "output_type": "stream", "text": [ "\r", - " 94%|█████████▎| 1.26G/1.35G [00:05<00:00, 263MB/s]" + " 9%|▉ | 127M/1.35G [00:06<01:08, 19.0MB/s]" ] }, { @@ -2861,7 +7729,7 @@ "output_type": "stream", "text": [ "\r", - " 95%|█████████▌| 1.29G/1.35G [00:05<00:00, 262MB/s]" + " 10%|▉ | 132M/1.35G [00:06<00:50, 26.0MB/s]" ] }, { @@ -2869,7 +7737,7 @@ "output_type": "stream", "text": [ "\r", - " 97%|█████████▋| 1.31G/1.35G [00:05<00:00, 264MB/s]" + " 10%|▉ | 135M/1.35G [00:07<01:02, 20.9MB/s]" ] }, { @@ -2877,7 +7745,7 @@ "output_type": "stream", "text": [ "\r", - " 99%|█████████▉| 1.34G/1.35G [00:06<00:00, 216MB/s]" + " 10%|▉ | 137M/1.35G [00:07<00:57, 22.6MB/s]" ] }, { @@ -2885,7 +7753,3503 @@ "output_type": "stream", "text": [ "\r", - "100%|██████████| 1.35G/1.35G [00:06<00:00, 239MB/s]" + " 10%|█ | 140M/1.35G [00:07<01:01, 21.0MB/s]" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\r", + " 10%|█ | 143M/1.35G [00:07<00:57, 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"stream", + "text": [ + "\r", + "100%|█████████▉| 1.34G/1.35G [01:02<00:00, 18.5MB/s]" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\r", + "100%|██████████| 1.35G/1.35G [01:02<00:00, 23.1MB/s]" ] }, { @@ -2928,10 +11292,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:22:16.399320Z", - "iopub.status.busy": "2024-01-16T10:22:16.398837Z", - "iopub.status.idle": "2024-01-16T10:22:16.409060Z", - "shell.execute_reply": "2024-01-16T10:22:16.408463Z" + "iopub.execute_input": "2024-01-31T13:29:58.478523Z", + "iopub.status.busy": "2024-01-31T13:29:58.478317Z", + "iopub.status.idle": "2024-01-31T13:29:58.490382Z", + "shell.execute_reply": "2024-01-31T13:29:58.489742Z" } }, "outputs": [], @@ -2951,10 +11315,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:22:16.411616Z", - "iopub.status.busy": "2024-01-16T10:22:16.411214Z", - "iopub.status.idle": "2024-01-16T10:22:16.443614Z", - "shell.execute_reply": "2024-01-16T10:22:16.442977Z" + "iopub.execute_input": "2024-01-31T13:29:58.492665Z", + "iopub.status.busy": "2024-01-31T13:29:58.492469Z", + "iopub.status.idle": "2024-01-31T13:29:58.527808Z", + "shell.execute_reply": "2024-01-31T13:29:58.527192Z" } }, "outputs": [ @@ -3005,30 +11369,6 @@ " \n", " \n", " 0\n", - " data/106349S_por.png\n", - " NEWS URGENTE SAMSUNG AO VIVO Rio de Janeiro NO...\n", - " pt\n", - " NEWS URGENT SAMSUNG LIVE Rio de Janeiro NEW CO...\n", - " NEWS URGENT SAMSUNG LIVE Rio de Janeiro NEW CO...\n", - " NEW COUNTING METHOD RJ City HALL EXCLUDES 1,1...\n", - " NEGATIVE\n", - " 0.99\n", - " [Rio de Janeiro, C, ##IT, ##Y, PLANALTO]\n", - " [LOC, ORG, LOC, ORG, LOC]\n", - " ...\n", - " No\n", - " 1\n", - " [Yes]\n", - " [24]\n", - " [Man]\n", - " [None]\n", - " [None]\n", - " [None]\n", - " a man wearing a face mask while looking at a c...\n", - " [the screen of a tv showing a man in white on ...\n", - " \n", - " \n", - " 1\n", " data/102141_2_eng.png\n", " CORONAVIRUS QUARANTINE CORONAVIRUS OUTBREAK BE...\n", " en\n", @@ -3049,7 +11389,31 @@ " [None]\n", " [None]\n", " a collage of images including a corona sign, a...\n", - " [some red things and a person holding up a sig...\n", + " [there are images including covidianne and cor...\n", + " \n", + " \n", + " 1\n", + " data/106349S_por.png\n", + " NEWS URGENTE SAMSUNG AO VIVO Rio de Janeiro NO...\n", + " pt\n", + " NEWS URGENT SAMSUNG LIVE Rio de Janeiro NEW CO...\n", + " NEWS URGENT SAMSUNG LIVE Rio de Janeiro NEW CO...\n", + " NEW COUNTING METHOD RJ City HALL EXCLUDES 1,1...\n", + " NEGATIVE\n", + " 0.99\n", + " [Rio de Janeiro, C, ##IT, ##Y, PLANALTO]\n", + " [LOC, ORG, LOC, ORG, LOC]\n", + " ...\n", + " No\n", + " 1\n", + " [Yes]\n", + " [24]\n", + " [Man]\n", + " [None]\n", + " [None]\n", + " [None]\n", + " a man wearing a face mask while looking at a c...\n", + " [man in a white sweatshirt and white face mask...\n", " \n", " \n", " 2\n", @@ -3073,7 +11437,7 @@ " [sad]\n", " [Negative]\n", " two people in blue coats spray disinfection a van\n", - " [two people in blue coats spraying paint with ...\n", + " [two people in blue clothing and their arms ar...\n", " \n", " \n", "\n", @@ -3082,33 +11446,33 @@ ], "text/plain": [ " filename text \\\n", - "0 data/106349S_por.png NEWS URGENTE SAMSUNG AO VIVO Rio de Janeiro NO... \n", - "1 data/102141_2_eng.png CORONAVIRUS QUARANTINE CORONAVIRUS OUTBREAK BE... \n", + "0 data/102141_2_eng.png CORONAVIRUS QUARANTINE CORONAVIRUS OUTBREAK BE... \n", + "1 data/106349S_por.png NEWS URGENTE SAMSUNG AO VIVO Rio de Janeiro NO... \n", "2 data/102730_eng.png 400 DEATHS GET E-BOOK X AN Corporation ncy Ser... \n", "\n", " text_language text_english \\\n", - "0 pt NEWS URGENT SAMSUNG LIVE Rio de Janeiro NEW CO... \n", - "1 en CORONAVIRUS QUARANTINE CORONAVIRUS OUTBREAK BE... \n", + "0 en CORONAVIRUS QUARANTINE CORONAVIRUS OUTBREAK BE... \n", + "1 pt NEWS URGENT SAMSUNG LIVE Rio de Janeiro NEW CO... \n", "2 en 400 DEATHS GET E-BOOK X AN Corporation ncy Ser... \n", "\n", " text_clean \\\n", - "0 NEWS URGENT SAMSUNG LIVE Rio de Janeiro NEW CO... \n", - "1 CORONAVIRUS QUARANTINE CORONAVIRUS OUTBREAK BE... \n", + "0 CORONAVIRUS QUARANTINE CORONAVIRUS OUTBREAK BE... \n", + "1 NEWS URGENT SAMSUNG LIVE Rio de Janeiro NEW CO... \n", "2 DEATHS GET E - BOOK X AN Corporation Services ... \n", "\n", " text_summary sentiment \\\n", - "0 NEW COUNTING METHOD RJ City HALL EXCLUDES 1,1... NEGATIVE \n", - "1 Coronavirus QUARANTINE CORONAVIRUS OUTBREAK NEGATIVE \n", + "0 Coronavirus QUARANTINE CORONAVIRUS OUTBREAK NEGATIVE \n", + "1 NEW COUNTING METHOD RJ City HALL EXCLUDES 1,1... NEGATIVE \n", "2 A municipal worker sprays disinfectant on his... NEGATIVE \n", "\n", " sentiment_score entity \\\n", - "0 0.99 [Rio de Janeiro, C, ##IT, ##Y, PLANALTO] \n", - "1 0.97 [CORONAVIRUS, ##ARANTI, CORONAVIR, Co, ##ronavi] \n", + "0 0.97 [CORONAVIRUS, ##ARANTI, CORONAVIR, Co, ##ronavi] \n", + "1 0.99 [Rio de Janeiro, C, ##IT, ##Y, PLANALTO] \n", "2 0.99 [AN Corporation ncy Services, Ahmedabad, RE, #... \n", "\n", " entity_type ... multiple_faces no_faces wears_mask age \\\n", - "0 [LOC, ORG, LOC, ORG, LOC] ... No 1 [Yes] [24] \n", - "1 [ORG, MISC, ORG, PER, ORG] ... No 1 [Yes] [25] \n", + "0 [ORG, MISC, ORG, PER, ORG] ... No 1 [Yes] [25] \n", + "1 [LOC, ORG, LOC, ORG, LOC] ... No 1 [Yes] [24] \n", "2 [ORG, LOC, PER, ORG] ... No 1 [No] [27] \n", "\n", " gender race emotion emotion (category) \\\n", @@ -3117,14 +11481,14 @@ "2 [Man] [asian] [sad] [Negative] \n", "\n", " const_image_summary \\\n", - "0 a man wearing a face mask while looking at a c... \n", - "1 a collage of images including a corona sign, a... \n", + "0 a collage of images including a corona sign, a... \n", + "1 a man wearing a face mask while looking at a c... \n", "2 two people in blue coats spray disinfection a van \n", "\n", " 3_non-deterministic_summary \n", - "0 [the screen of a tv showing a man in white on ... \n", - "1 [some red things and a person holding up a sig... \n", - "2 [two people in blue coats spraying paint with ... \n", + "0 [there are images including covidianne and cor... \n", + "1 [man in a white sweatshirt and white face mask... \n", + "2 [two people in blue clothing and their arms ar... \n", "\n", "[3 rows x 21 columns]" ] @@ -3150,10 +11514,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:22:16.506571Z", - "iopub.status.busy": "2024-01-16T10:22:16.506080Z", - "iopub.status.idle": "2024-01-16T10:22:16.512180Z", - "shell.execute_reply": "2024-01-16T10:22:16.511666Z" + "iopub.execute_input": "2024-01-31T13:29:58.584033Z", + "iopub.status.busy": "2024-01-31T13:29:58.583834Z", + "iopub.status.idle": "2024-01-31T13:29:58.589459Z", + "shell.execute_reply": "2024-01-31T13:29:58.588838Z" } }, "outputs": [], @@ -3193,10 +11557,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:22:16.514729Z", - "iopub.status.busy": "2024-01-16T10:22:16.514337Z", - "iopub.status.idle": "2024-01-16T10:22:45.217401Z", - "shell.execute_reply": "2024-01-16T10:22:45.216695Z" + "iopub.execute_input": "2024-01-31T13:29:58.591746Z", + "iopub.status.busy": "2024-01-31T13:29:58.591554Z", + "iopub.status.idle": "2024-01-31T13:30:26.807981Z", + "shell.execute_reply": "2024-01-31T13:30:26.807068Z" } }, "outputs": [], @@ -3244,10 +11608,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:22:45.220707Z", - "iopub.status.busy": "2024-01-16T10:22:45.220149Z", - "iopub.status.idle": "2024-01-16T10:22:49.176835Z", - "shell.execute_reply": "2024-01-16T10:22:49.176225Z" + "iopub.execute_input": "2024-01-31T13:30:26.812161Z", + "iopub.status.busy": "2024-01-31T13:30:26.810924Z", + "iopub.status.idle": "2024-01-31T13:30:31.297917Z", + "shell.execute_reply": "2024-01-31T13:30:31.297250Z" } }, "outputs": [], @@ -3282,10 +11646,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:22:49.179739Z", - "iopub.status.busy": "2024-01-16T10:22:49.179530Z", - "iopub.status.idle": "2024-01-16T10:22:49.182699Z", - "shell.execute_reply": "2024-01-16T10:22:49.182158Z" + "iopub.execute_input": "2024-01-31T13:30:31.300791Z", + "iopub.status.busy": "2024-01-31T13:30:31.300561Z", + "iopub.status.idle": "2024-01-31T13:30:31.303684Z", + "shell.execute_reply": "2024-01-31T13:30:31.303085Z" } }, "outputs": [], @@ -3309,10 +11673,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:22:49.185205Z", - "iopub.status.busy": "2024-01-16T10:22:49.184835Z", - "iopub.status.idle": "2024-01-16T10:24:02.751220Z", - "shell.execute_reply": "2024-01-16T10:24:02.750436Z" + "iopub.execute_input": "2024-01-31T13:30:31.306323Z", + "iopub.status.busy": "2024-01-31T13:30:31.305801Z", + "iopub.status.idle": "2024-01-31T13:31:43.377502Z", + "shell.execute_reply": "2024-01-31T13:31:43.376710Z" } }, "outputs": [], @@ -3358,10 +11722,10 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:24:02.756125Z", - "iopub.status.busy": "2024-01-16T10:24:02.755499Z", - "iopub.status.idle": "2024-01-16T10:24:24.186488Z", - "shell.execute_reply": "2024-01-16T10:24:24.185865Z" + "iopub.execute_input": "2024-01-31T13:31:43.381749Z", + "iopub.status.busy": "2024-01-31T13:31:43.381345Z", + "iopub.status.idle": "2024-01-31T13:32:04.345227Z", + "shell.execute_reply": "2024-01-31T13:32:04.344668Z" } }, "outputs": [ @@ -3378,7 +11742,7 @@ "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", - "1/1 [==============================] - 1s 554ms/step\n" + "1/1 [==============================] - 1s 545ms/step\n" ] }, { @@ -3394,87 +11758,7 @@ "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", - "1/1 [==============================] - 0s 226ms/step\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\r", - "1/1 [==============================] - ETA: 0s" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", - "1/1 [==============================] - 0s 234ms/step\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\r", - "1/1 [==============================] - ETA: 0s" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", - "1/1 [==============================] - 1s 529ms/step\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\r", - "1/1 [==============================] - ETA: 0s" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", - "1/1 [==============================] - 0s 220ms/step\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\r", - "1/1 [==============================] - ETA: 0s" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", - "1/1 [==============================] - 0s 249ms/step\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\r", - "1/1 [==============================] - ETA: 0s" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", - "1/1 [==============================] - 1s 536ms/step\n" + "1/1 [==============================] - 0s 217ms/step\n" ] }, { @@ -3501,6 +11785,22 @@ "1/1 [==============================] - ETA: 0s" ] }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", + "1/1 [==============================] - 1s 536ms/step\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\r", + "1/1 [==============================] - ETA: 0s" + ] + }, { "name": "stdout", "output_type": "stream", @@ -3522,7 +11822,7 @@ "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", - "1/1 [==============================] - 0s 221ms/step\n" + "1/1 [==============================] - 0s 212ms/step\n" ] }, { @@ -3538,7 +11838,71 @@ "output_type": "stream", "text": [ "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", - "1/1 [==============================] - 0s 16ms/step\n" + "1/1 [==============================] - 1s 504ms/step\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\r", + "1/1 [==============================] - ETA: 0s" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", + "1/1 [==============================] - 0s 214ms/step\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\r", + "1/1 [==============================] - ETA: 0s" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", + "1/1 [==============================] - 0s 208ms/step\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\r", + "1/1 [==============================] - ETA: 0s" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", + "1/1 [==============================] - 0s 212ms/step\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\r", + "1/1 [==============================] - ETA: 0s" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r", + "1/1 [==============================] - 0s 14ms/step\n" ] } ], diff --git a/build/doctrees/nbsphinx/notebooks/Example colors.ipynb b/build/doctrees/nbsphinx/notebooks/Example colors.ipynb index 0ddbaf7..d0f5f01 100644 --- a/build/doctrees/nbsphinx/notebooks/Example colors.ipynb +++ b/build/doctrees/nbsphinx/notebooks/Example colors.ipynb @@ -21,10 +21,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:24:34.431998Z", - "iopub.status.busy": "2024-01-16T10:24:34.431804Z", - "iopub.status.idle": "2024-01-16T10:24:34.439326Z", - "shell.execute_reply": "2024-01-16T10:24:34.438821Z" + "iopub.execute_input": "2024-01-31T13:32:33.033677Z", + "iopub.status.busy": "2024-01-31T13:32:33.033473Z", + "iopub.status.idle": "2024-01-31T13:32:33.040667Z", + "shell.execute_reply": "2024-01-31T13:32:33.040169Z" } }, "outputs": [], @@ -50,10 +50,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:24:34.441776Z", - "iopub.status.busy": "2024-01-16T10:24:34.441466Z", - "iopub.status.idle": "2024-01-16T10:24:49.090878Z", - "shell.execute_reply": "2024-01-16T10:24:49.090270Z" + "iopub.execute_input": "2024-01-31T13:32:33.043125Z", + "iopub.status.busy": "2024-01-31T13:32:33.042676Z", + "iopub.status.idle": "2024-01-31T13:32:47.024599Z", + "shell.execute_reply": "2024-01-31T13:32:47.023878Z" } }, "outputs": [], @@ -75,10 +75,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:24:49.096069Z", - "iopub.status.busy": "2024-01-16T10:24:49.095262Z", - "iopub.status.idle": "2024-01-16T10:24:49.099987Z", - "shell.execute_reply": "2024-01-16T10:24:49.099351Z" + "iopub.execute_input": "2024-01-31T13:32:47.027843Z", + "iopub.status.busy": "2024-01-31T13:32:47.027216Z", + "iopub.status.idle": "2024-01-31T13:32:47.031755Z", + "shell.execute_reply": "2024-01-31T13:32:47.031154Z" } }, "outputs": [], @@ -104,10 +104,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:24:49.102770Z", - "iopub.status.busy": "2024-01-16T10:24:49.102410Z", - "iopub.status.idle": "2024-01-16T10:24:49.130525Z", - "shell.execute_reply": "2024-01-16T10:24:49.129599Z" + "iopub.execute_input": "2024-01-31T13:32:47.034305Z", + "iopub.status.busy": "2024-01-31T13:32:47.033914Z", + "iopub.status.idle": "2024-01-31T13:32:47.060162Z", + "shell.execute_reply": "2024-01-31T13:32:47.059424Z" } }, "outputs": [ @@ -126,7 +126,7 @@ " " ], "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -150,10 +150,10 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:24:49.133752Z", - "iopub.status.busy": "2024-01-16T10:24:49.133438Z", - "iopub.status.idle": "2024-01-16T10:24:54.591955Z", - "shell.execute_reply": "2024-01-16T10:24:54.591078Z" + "iopub.execute_input": "2024-01-31T13:32:47.064056Z", + "iopub.status.busy": "2024-01-31T13:32:47.062981Z", + "iopub.status.idle": "2024-01-31T13:32:52.654767Z", + "shell.execute_reply": "2024-01-31T13:32:52.654129Z" } }, "outputs": [], @@ -174,10 +174,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:24:54.597625Z", - "iopub.status.busy": "2024-01-16T10:24:54.597154Z", - "iopub.status.idle": "2024-01-16T10:24:54.601184Z", - "shell.execute_reply": "2024-01-16T10:24:54.600498Z" + "iopub.execute_input": "2024-01-31T13:32:52.657824Z", + "iopub.status.busy": "2024-01-31T13:32:52.657342Z", + "iopub.status.idle": "2024-01-31T13:32:52.661034Z", + "shell.execute_reply": "2024-01-31T13:32:52.660499Z" } }, "outputs": [], @@ -197,10 +197,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:24:54.604289Z", - "iopub.status.busy": "2024-01-16T10:24:54.603884Z", - "iopub.status.idle": "2024-01-16T10:24:54.617631Z", - "shell.execute_reply": "2024-01-16T10:24:54.616837Z" + "iopub.execute_input": "2024-01-31T13:32:52.663588Z", + "iopub.status.busy": "2024-01-31T13:32:52.663217Z", + "iopub.status.idle": "2024-01-31T13:32:52.675658Z", + "shell.execute_reply": "2024-01-31T13:32:52.675001Z" } }, "outputs": [ @@ -243,22 +243,6 @@ " \n", " \n", " 0\n", - " data/106349S_por.png\n", - " 0.01\n", - " 0.01\n", - " 0.05\n", - " 0.0\n", - " 0\n", - " 0\n", - " 0.22\n", - " 0.0\n", - " 0.03\n", - " 0.68\n", - " 0.00\n", - " 0.00\n", - " \n", - " \n", - " 1\n", " data/102141_2_eng.png\n", " 0.04\n", " 0.03\n", @@ -274,6 +258,22 @@ " 0.05\n", " \n", " \n", + " 1\n", + " data/106349S_por.png\n", + " 0.01\n", + " 0.01\n", + " 0.05\n", + " 0.0\n", + " 0\n", + " 0\n", + " 0.22\n", + " 0.0\n", + " 0.03\n", + " 0.68\n", + " 0.00\n", + " 0.00\n", + " \n", + " \n", " 2\n", " data/102730_eng.png\n", " 0.05\n", @@ -295,13 +295,13 @@ ], "text/plain": [ " filename red green blue yellow cyan orange purple \\\n", - "0 data/106349S_por.png 0.01 0.01 0.05 0.0 0 0 0.22 \n", - "1 data/102141_2_eng.png 0.04 0.03 0.02 0.0 0 0 0.01 \n", + "0 data/102141_2_eng.png 0.04 0.03 0.02 0.0 0 0 0.01 \n", + "1 data/106349S_por.png 0.01 0.01 0.05 0.0 0 0 0.22 \n", "2 data/102730_eng.png 0.05 0.00 0.00 0.0 0 0 0.00 \n", "\n", " pink brown grey white black \n", - "0 0.0 0.03 0.68 0.00 0.00 \n", - "1 0.0 0.32 0.23 0.31 0.05 \n", + "0 0.0 0.32 0.23 0.31 0.05 \n", + "1 0.0 0.03 0.68 0.00 0.00 \n", "2 0.0 0.00 0.66 0.02 0.27 " ] }, @@ -326,10 +326,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:24:54.620454Z", - "iopub.status.busy": "2024-01-16T10:24:54.619978Z", - "iopub.status.idle": "2024-01-16T10:24:54.624731Z", - "shell.execute_reply": "2024-01-16T10:24:54.624182Z" + "iopub.execute_input": "2024-01-31T13:32:52.678282Z", + "iopub.status.busy": "2024-01-31T13:32:52.677845Z", + "iopub.status.idle": "2024-01-31T13:32:52.682230Z", + "shell.execute_reply": "2024-01-31T13:32:52.681589Z" } }, "outputs": [], diff --git a/build/doctrees/nbsphinx/notebooks/Example cropposts.ipynb b/build/doctrees/nbsphinx/notebooks/Example cropposts.ipynb index 46378bf..04bc418 100644 --- a/build/doctrees/nbsphinx/notebooks/Example cropposts.ipynb +++ b/build/doctrees/nbsphinx/notebooks/Example cropposts.ipynb @@ -25,10 +25,10 @@ "id": "70ffb7e2", "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:24:59.071584Z", - "iopub.status.busy": "2024-01-16T10:24:59.071385Z", - "iopub.status.idle": "2024-01-16T10:24:59.087533Z", - "shell.execute_reply": "2024-01-16T10:24:59.086913Z" + "iopub.execute_input": "2024-01-31T13:32:56.401967Z", + "iopub.status.busy": "2024-01-31T13:32:56.401778Z", + "iopub.status.idle": "2024-01-31T13:32:56.416920Z", + "shell.execute_reply": "2024-01-31T13:32:56.416313Z" } }, "outputs": [], @@ -61,10 +61,10 @@ "id": "5ae02c45", "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:24:59.090368Z", - "iopub.status.busy": "2024-01-16T10:24:59.089963Z", - "iopub.status.idle": "2024-01-16T10:25:09.062141Z", - "shell.execute_reply": "2024-01-16T10:25:09.061474Z" + "iopub.execute_input": "2024-01-31T13:32:56.419451Z", + "iopub.status.busy": "2024-01-31T13:32:56.419087Z", + "iopub.status.idle": "2024-01-31T13:33:06.041077Z", + "shell.execute_reply": "2024-01-31T13:33:06.040389Z" } }, "outputs": [], @@ -92,10 +92,10 @@ "id": "d04d0e86", "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:25:09.065511Z", - "iopub.status.busy": "2024-01-16T10:25:09.064979Z", - "iopub.status.idle": "2024-01-16T10:25:09.764857Z", - "shell.execute_reply": "2024-01-16T10:25:09.764157Z" + "iopub.execute_input": "2024-01-31T13:33:06.044392Z", + "iopub.status.busy": "2024-01-31T13:33:06.043619Z", + "iopub.status.idle": "2024-01-31T13:33:06.728313Z", + "shell.execute_reply": "2024-01-31T13:33:06.727615Z" } }, "outputs": [ @@ -153,10 +153,10 @@ "id": "71850d9d", "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:25:09.768511Z", - "iopub.status.busy": "2024-01-16T10:25:09.768224Z", - "iopub.status.idle": "2024-01-16T10:25:12.301105Z", - "shell.execute_reply": "2024-01-16T10:25:12.300488Z" + "iopub.execute_input": "2024-01-31T13:33:06.731888Z", + "iopub.status.busy": "2024-01-31T13:33:06.731399Z", + "iopub.status.idle": "2024-01-31T13:33:09.240561Z", + "shell.execute_reply": "2024-01-31T13:33:09.239966Z" } }, "outputs": [ @@ -227,10 +227,10 @@ "id": "eef89291", "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:25:12.304582Z", - "iopub.status.busy": "2024-01-16T10:25:12.304357Z", - "iopub.status.idle": "2024-01-16T10:25:16.807784Z", - "shell.execute_reply": "2024-01-16T10:25:16.807080Z" + "iopub.execute_input": "2024-01-31T13:33:09.243063Z", + "iopub.status.busy": "2024-01-31T13:33:09.242864Z", + "iopub.status.idle": "2024-01-31T13:33:13.651660Z", + "shell.execute_reply": "2024-01-31T13:33:13.650963Z" } }, "outputs": [ @@ -238,15 +238,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "Doing file data/106349S_por.png\n" + "Doing file data/102141_2_eng.png\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Not enough matches are found - 1/6\n", - "Doing file data/102141_2_eng.png\n" + "Doing file data/106349S_por.png\n" ] }, { diff --git a/build/doctrees/nbsphinx/notebooks/Example multimodal.ipynb b/build/doctrees/nbsphinx/notebooks/Example multimodal.ipynb index fd4f4ad..4fad629 100644 --- a/build/doctrees/nbsphinx/notebooks/Example multimodal.ipynb +++ b/build/doctrees/nbsphinx/notebooks/Example multimodal.ipynb @@ -28,10 +28,10 @@ "id": "0b0a6bdf", "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:25:21.162904Z", - "iopub.status.busy": "2024-01-16T10:25:21.162365Z", - "iopub.status.idle": "2024-01-16T10:25:21.170031Z", - "shell.execute_reply": "2024-01-16T10:25:21.169421Z" + "iopub.execute_input": "2024-01-31T13:33:17.033982Z", + "iopub.status.busy": "2024-01-31T13:33:17.033785Z", + "iopub.status.idle": "2024-01-31T13:33:17.041117Z", + "shell.execute_reply": "2024-01-31T13:33:17.040588Z" } }, "outputs": [], @@ -58,10 +58,10 @@ "id": "9d58a23e", "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:25:21.172506Z", - "iopub.status.busy": "2024-01-16T10:25:21.172308Z", - "iopub.status.idle": "2024-01-16T10:25:23.168728Z", - "shell.execute_reply": "2024-01-16T10:25:23.167959Z" + "iopub.execute_input": "2024-01-31T13:33:17.043627Z", + "iopub.status.busy": "2024-01-31T13:33:17.043260Z", + "iopub.status.idle": "2024-01-31T13:33:18.946777Z", + "shell.execute_reply": "2024-01-31T13:33:18.945922Z" }, "nbsphinx": "hidden" }, @@ -79,10 +79,10 @@ "id": "f10ad6c9-b1a0-4043-8c5d-ed660d77be37", "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:25:23.171926Z", - "iopub.status.busy": "2024-01-16T10:25:23.171671Z", - "iopub.status.idle": "2024-01-16T10:25:33.620992Z", - "shell.execute_reply": "2024-01-16T10:25:33.620393Z" + "iopub.execute_input": "2024-01-31T13:33:18.949782Z", + "iopub.status.busy": "2024-01-31T13:33:18.949556Z", + "iopub.status.idle": "2024-01-31T13:33:28.763518Z", + "shell.execute_reply": "2024-01-31T13:33:28.762783Z" }, "tags": [] }, @@ -98,10 +98,10 @@ "id": "8d3fe589-ff3c-4575-b8f5-650db85596bc", "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:25:33.625316Z", - "iopub.status.busy": "2024-01-16T10:25:33.624788Z", - "iopub.status.idle": "2024-01-16T10:25:33.629775Z", - "shell.execute_reply": "2024-01-16T10:25:33.629208Z" + "iopub.execute_input": "2024-01-31T13:33:28.766858Z", + "iopub.status.busy": "2024-01-31T13:33:28.766288Z", + "iopub.status.idle": "2024-01-31T13:33:28.770928Z", + "shell.execute_reply": "2024-01-31T13:33:28.770305Z" }, "tags": [] }, @@ -119,18 +119,18 @@ "id": "a08bd3a9-e954-4a0e-ad64-6817abd3a25a", "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:25:33.632651Z", - "iopub.status.busy": "2024-01-16T10:25:33.632450Z", - "iopub.status.idle": "2024-01-16T10:25:33.639080Z", - "shell.execute_reply": "2024-01-16T10:25:33.638433Z" + "iopub.execute_input": "2024-01-31T13:33:28.773462Z", + "iopub.status.busy": "2024-01-31T13:33:28.773260Z", + "iopub.status.idle": "2024-01-31T13:33:28.779645Z", + "shell.execute_reply": "2024-01-31T13:33:28.779015Z" } }, "outputs": [ { "data": { "text/plain": [ - "{'106349S_por': {'filename': 'data/106349S_por.png'},\n", - " '102141_2_eng': {'filename': 'data/102141_2_eng.png'},\n", + "{'102141_2_eng': {'filename': 'data/102141_2_eng.png'},\n", + " '106349S_por': {'filename': 'data/106349S_por.png'},\n", " '102730_eng': {'filename': 'data/102730_eng.png'}}" ] }, @@ -173,10 +173,10 @@ "id": "7bbca1f0-d4b0-43cd-8e05-ee39d37c328e", "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:25:33.641691Z", - "iopub.status.busy": "2024-01-16T10:25:33.641294Z", - "iopub.status.idle": "2024-01-16T10:25:33.644193Z", - "shell.execute_reply": "2024-01-16T10:25:33.643619Z" + "iopub.execute_input": "2024-01-31T13:33:28.782045Z", + "iopub.status.busy": "2024-01-31T13:33:28.781845Z", + "iopub.status.idle": "2024-01-31T13:33:28.784794Z", + "shell.execute_reply": "2024-01-31T13:33:28.784274Z" }, "tags": [] }, @@ -205,10 +205,10 @@ "id": "f6f2c9b1-4a91-47cb-86b5-2c9c67e4837b", "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:25:33.646734Z", - "iopub.status.busy": "2024-01-16T10:25:33.646356Z", - "iopub.status.idle": "2024-01-16T10:25:33.649240Z", - "shell.execute_reply": "2024-01-16T10:25:33.648674Z" + "iopub.execute_input": "2024-01-31T13:33:28.787178Z", + "iopub.status.busy": "2024-01-31T13:33:28.786822Z", + "iopub.status.idle": "2024-01-31T13:33:28.789839Z", + "shell.execute_reply": "2024-01-31T13:33:28.789177Z" } }, "outputs": [], @@ -222,18 +222,18 @@ "id": "16603ded-078e-4362-847b-57ad76829327", "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:25:33.651645Z", - "iopub.status.busy": "2024-01-16T10:25:33.651274Z", - "iopub.status.idle": "2024-01-16T10:25:33.655484Z", - "shell.execute_reply": "2024-01-16T10:25:33.654829Z" + "iopub.execute_input": "2024-01-31T13:33:28.792382Z", + "iopub.status.busy": "2024-01-31T13:33:28.792021Z", + "iopub.status.idle": "2024-01-31T13:33:28.796064Z", + "shell.execute_reply": "2024-01-31T13:33:28.795541Z" } }, "outputs": [ { "data": { "text/plain": [ - "{'106349S_por': {'filename': 'data/106349S_por.png'},\n", - " '102141_2_eng': {'filename': 'data/102141_2_eng.png'},\n", + "{'102141_2_eng': {'filename': 'data/102141_2_eng.png'},\n", + " '106349S_por': {'filename': 'data/106349S_por.png'},\n", " '102730_eng': {'filename': 'data/102730_eng.png'}}" ] }, @@ -252,10 +252,10 @@ "id": "ca095404-57d0-4f5d-aeb0-38c232252b17", "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:25:33.658108Z", - "iopub.status.busy": "2024-01-16T10:25:33.657721Z", - "iopub.status.idle": "2024-01-16T10:25:47.713161Z", - "shell.execute_reply": "2024-01-16T10:25:47.712439Z" + "iopub.execute_input": "2024-01-31T13:33:28.798597Z", + "iopub.status.busy": "2024-01-31T13:33:28.798223Z", + "iopub.status.idle": "2024-01-31T13:35:07.620044Z", + "shell.execute_reply": "2024-01-31T13:35:07.619320Z" }, "tags": [] }, @@ -273,7 +273,7 @@ "output_type": "stream", "text": [ "\r", - "vocab.txt: 100%|██████████| 232k/232k [00:00<00:00, 11.5MB/s]" + "vocab.txt: 100%|██████████| 232k/232k [00:00<00:00, 28.8MB/s]" ] }, { @@ -296,7 +296,7 @@ "output_type": "stream", "text": [ "\r", - "tokenizer_config.json: 100%|██████████| 28.0/28.0 [00:00<00:00, 16.1kB/s]" + "tokenizer_config.json: 100%|██████████| 28.0/28.0 [00:00<00:00, 16.6kB/s]" ] }, { @@ -319,7 +319,7 @@ "output_type": "stream", "text": [ "\r", - "config.json: 100%|██████████| 570/570 [00:00<00:00, 747kB/s]" + "config.json: 100%|██████████| 570/570 [00:00<00:00, 808kB/s]" ] }, { @@ -342,7 +342,7 @@ "output_type": "stream", "text": [ "\r", - " 0%| | 8.01M/1.97G [00:00<00:47, 44.0MB/s]" + " 0%| | 640k/1.97G [00:00<05:29, 6.42MB/s]" ] }, { @@ -350,7 +350,7 @@ "output_type": "stream", "text": [ "\r", - " 1%| | 22.0M/1.97G [00:00<00:23, 88.0MB/s]" + " 0%| | 3.35M/1.97G [00:00<01:49, 19.3MB/s]" ] }, { @@ -358,7 +358,7 @@ "output_type": "stream", "text": [ "\r", - " 2%|▏ | 39.2M/1.97G [00:00<00:16, 123MB/s] " + " 0%| | 6.30M/1.97G [00:00<01:26, 24.5MB/s]" ] }, { @@ -366,7 +366,7 @@ "output_type": "stream", "text": [ "\r", - " 3%|▎ | 64.0M/1.97G [00:00<00:15, 134MB/s]" + " 0%| | 8.64M/1.97G [00:00<01:53, 18.6MB/s]" ] }, { @@ -374,7 +374,7 @@ "output_type": "stream", "text": [ "\r", - " 4%|▍ | 77.5M/1.97G [00:00<00:20, 97.6MB/s]" + " 1%| | 10.9M/1.97G [00:00<01:44, 20.2MB/s]" ] }, { @@ -382,7 +382,7 @@ "output_type": "stream", "text": [ "\r", - " 4%|▍ | 88.2M/1.97G [00:00<00:20, 99.0MB/s]" + " 1%| | 13.0M/1.97G [00:00<01:55, 18.1MB/s]" ] }, { @@ -390,7 +390,7 @@ "output_type": "stream", "text": [ "\r", - " 6%|▌ | 114M/1.97G [00:01<00:14, 141MB/s] " + " 1%| | 15.3M/1.97G [00:00<01:45, 19.8MB/s]" ] }, { @@ -398,7 +398,7 @@ "output_type": "stream", "text": [ "\r", - " 7%|▋ | 138M/1.97G [00:01<00:11, 167MB/s]" + " 1%| | 17.9M/1.97G [00:00<01:36, 21.7MB/s]" ] }, { @@ -406,7 +406,7 @@ "output_type": "stream", "text": [ "\r", - " 8%|▊ | 162M/1.97G [00:01<00:10, 191MB/s]" + " 1%| | 20.1M/1.97G [00:01<01:35, 22.0MB/s]" ] }, { @@ -414,7 +414,7 @@ "output_type": "stream", "text": [ "\r", - " 9%|▉ | 184M/1.97G [00:01<00:10, 185MB/s]" + " 1%| | 22.6M/1.97G [00:01<01:31, 22.9MB/s]" ] }, { @@ -422,7 +422,7 @@ "output_type": "stream", "text": [ "\r", - " 10%|█ | 209M/1.97G [00:01<00:09, 206MB/s]" + " 1%|▏ | 25.3M/1.97G [00:01<01:26, 24.1MB/s]" ] }, { @@ -430,7 +430,7 @@ "output_type": "stream", "text": [ "\r", - " 12%|█▏ | 232M/1.97G [00:01<00:08, 215MB/s]" + " 1%|▏ | 27.6M/1.97G [00:01<01:33, 22.3MB/s]" ] }, { @@ -438,7 +438,7 @@ "output_type": "stream", "text": [ "\r", - " 13%|█▎ | 263M/1.97G [00:01<00:07, 244MB/s]" + " 1%|▏ | 29.9M/1.97G [00:01<01:31, 22.8MB/s]" ] }, { @@ -446,7 +446,7 @@ "output_type": "stream", "text": [ "\r", - " 14%|█▍ | 287M/1.97G [00:01<00:07, 240MB/s]" + " 2%|▏ | 32.5M/1.97G [00:01<01:28, 23.7MB/s]" ] }, { @@ -454,7 +454,7 @@ "output_type": "stream", "text": [ "\r", - " 15%|█▌ | 310M/1.97G [00:01<00:07, 238MB/s]" + " 2%|▏ | 34.8M/1.97G [00:01<01:36, 21.6MB/s]" ] }, { @@ -462,7 +462,7 @@ "output_type": "stream", "text": [ "\r", - " 17%|█▋ | 336M/1.97G [00:01<00:07, 248MB/s]" + " 2%|▏ | 36.9M/1.97G [00:01<01:37, 21.3MB/s]" ] }, { @@ -470,7 +470,7 @@ "output_type": "stream", "text": [ "\r", - " 18%|█▊ | 360M/1.97G [00:02<00:07, 247MB/s]" + " 2%|▏ | 38.9M/1.97G [00:02<02:12, 15.6MB/s]" ] }, { @@ -478,7 +478,7 @@ "output_type": "stream", "text": [ "\r", - " 19%|█▉ | 390M/1.97G [00:02<00:06, 265MB/s]" + " 2%|▏ | 41.9M/1.97G [00:02<01:48, 19.0MB/s]" ] }, { @@ -486,7 +486,7 @@ "output_type": "stream", "text": [ "\r", - " 21%|██ | 420M/1.97G [00:02<00:05, 281MB/s]" + " 2%|▏ | 44.0M/1.97G [00:02<01:47, 19.3MB/s]" ] }, { @@ -494,7 +494,7 @@ "output_type": "stream", "text": [ "\r", - " 22%|██▏ | 451M/1.97G [00:02<00:05, 294MB/s]" + " 2%|▏ | 46.0M/1.97G [00:02<02:22, 14.5MB/s]" ] }, { @@ -502,7 +502,7 @@ "output_type": "stream", "text": [ "\r", - " 24%|██▍ | 482M/1.97G [00:02<00:05, 303MB/s]" + " 2%|▏ | 48.6M/1.97G [00:02<02:02, 16.9MB/s]" ] }, { @@ -510,7 +510,7 @@ "output_type": "stream", "text": [ "\r", - " 25%|██▌ | 511M/1.97G [00:02<00:05, 275MB/s]" + " 3%|▎ | 50.5M/1.97G [00:02<02:06, 16.3MB/s]" ] }, { @@ -518,7 +518,7 @@ "output_type": "stream", "text": [ "\r", - " 27%|██▋ | 538M/1.97G [00:02<00:05, 265MB/s]" + " 3%|▎ | 52.6M/1.97G [00:02<01:57, 17.5MB/s]" ] }, { @@ -526,7 +526,7 @@ "output_type": "stream", "text": [ "\r", - " 28%|██▊ | 569M/1.97G [00:02<00:05, 282MB/s]" + " 3%|▎ | 56.3M/1.97G [00:02<01:29, 23.0MB/s]" ] }, { @@ -534,7 +534,7 @@ "output_type": "stream", "text": [ "\r", - " 30%|██▉ | 600M/1.97G [00:02<00:05, 294MB/s]" + " 3%|▎ | 58.8M/1.97G [00:03<01:34, 21.7MB/s]" ] }, { @@ -542,7 +542,7 @@ "output_type": "stream", "text": [ "\r", - " 31%|███ | 629M/1.97G [00:03<00:05, 287MB/s]" + " 3%|▎ | 62.6M/1.97G [00:03<01:17, 26.3MB/s]" ] }, { @@ -550,7 +550,7 @@ "output_type": "stream", "text": [ "\r", - " 33%|███▎ | 657M/1.97G [00:03<00:05, 280MB/s]" + " 3%|▎ | 65.4M/1.97G [00:03<01:16, 26.9MB/s]" ] }, { @@ -558,7 +558,7 @@ "output_type": "stream", "text": [ "\r", - " 34%|███▍ | 686M/1.97G [00:03<00:04, 288MB/s]" + " 3%|▎ | 68.1M/1.97G [00:03<01:38, 20.7MB/s]" ] }, { @@ -566,7 +566,7 @@ "output_type": "stream", "text": [ "\r", - " 36%|███▌ | 717M/1.97G [00:03<00:04, 300MB/s]" + " 4%|▎ | 72.7M/1.97G [00:03<01:16, 26.8MB/s]" ] }, { @@ -574,7 +574,7 @@ "output_type": "stream", "text": [ "\r", - " 37%|███▋ | 748M/1.97G [00:03<00:04, 306MB/s]" + " 4%|▎ | 75.6M/1.97G [00:03<01:22, 24.5MB/s]" ] }, { @@ -582,7 +582,7 @@ "output_type": "stream", "text": [ "\r", - " 39%|███▊ | 779M/1.97G [00:03<00:04, 312MB/s]" + " 4%|▍ | 78.9M/1.97G [00:03<01:15, 26.9MB/s]" ] }, { @@ -590,7 +590,7 @@ "output_type": "stream", "text": [ "\r", - " 40%|████ | 809M/1.97G [00:03<00:04, 272MB/s]" + " 4%|▍ | 81.7M/1.97G [00:04<01:24, 24.1MB/s]" ] }, { @@ -598,7 +598,7 @@ "output_type": "stream", "text": [ "\r", - " 42%|████▏ | 838M/1.97G [00:03<00:04, 280MB/s]" + " 4%|▍ | 84.9M/1.97G [00:04<01:17, 26.3MB/s]" ] }, { @@ -606,7 +606,7 @@ "output_type": "stream", "text": [ "\r", - " 43%|████▎ | 869M/1.97G [00:03<00:04, 293MB/s]" + " 4%|▍ | 87.7M/1.97G [00:04<01:16, 26.5MB/s]" ] }, { @@ -614,7 +614,7 @@ "output_type": "stream", "text": [ "\r", - " 44%|████▍ | 897M/1.97G [00:04<00:04, 279MB/s]" + " 4%|▍ | 90.5M/1.97G [00:04<01:13, 27.4MB/s]" ] }, { @@ -622,7 +622,7 @@ "output_type": "stream", "text": [ "\r", - " 46%|████▌ | 926M/1.97G [00:04<00:04, 285MB/s]" + " 5%|▍ | 93.2M/1.97G [00:04<01:12, 27.7MB/s]" ] }, { @@ -630,7 +630,7 @@ "output_type": "stream", "text": [ "\r", - " 47%|████▋ | 957M/1.97G [00:04<00:03, 297MB/s]" + " 5%|▍ | 96.0M/1.97G [00:04<01:19, 25.2MB/s]" ] }, { @@ -638,7 +638,7 @@ "output_type": "stream", "text": [ "\r", - " 49%|████▉ | 986M/1.97G [00:04<00:03, 289MB/s]" + " 5%|▍ | 98.5M/1.97G [00:04<01:40, 20.1MB/s]" ] }, { @@ -646,7 +646,7 @@ "output_type": "stream", "text": [ "\r", - " 50%|█████ | 0.99G/1.97G [00:04<00:04, 255MB/s]" + " 5%|▌ | 101M/1.97G [00:04<01:30, 22.3MB/s] " ] }, { @@ -654,7 +654,7 @@ "output_type": "stream", "text": [ "\r", - " 52%|█████▏ | 1.02G/1.97G [00:04<00:03, 272MB/s]" + " 5%|▌ | 104M/1.97G [00:04<01:22, 24.3MB/s]" ] }, { @@ -662,7 +662,7 @@ "output_type": "stream", "text": [ "\r", - " 53%|█████▎ | 1.05G/1.97G [00:04<00:03, 287MB/s]" + " 5%|▌ | 108M/1.97G [00:05<01:12, 27.7MB/s]" ] }, { @@ -670,7 +670,7 @@ "output_type": "stream", "text": [ "\r", - " 55%|█████▍ | 1.08G/1.97G [00:04<00:03, 298MB/s]" + " 6%|▌ | 111M/1.97G [00:05<01:09, 28.6MB/s]" ] }, { @@ -678,7 +678,7 @@ "output_type": "stream", "text": [ "\r", - " 56%|█████▋ | 1.11G/1.97G [00:04<00:03, 305MB/s]" + " 6%|▌ | 114M/1.97G [00:05<01:27, 22.7MB/s]" ] }, { @@ -686,7 +686,7 @@ "output_type": "stream", "text": [ "\r", - " 58%|█████▊ | 1.14G/1.97G [00:04<00:02, 310MB/s]" + " 6%|▌ | 116M/1.97G [00:05<01:24, 23.5MB/s]" ] }, { @@ -694,7 +694,7 @@ "output_type": "stream", "text": [ "\r", - " 59%|█████▉ | 1.17G/1.97G [00:05<00:02, 308MB/s]" + " 6%|▌ | 121M/1.97G [00:05<01:06, 29.7MB/s]" ] }, { @@ -702,7 +702,7 @@ "output_type": "stream", "text": [ "\r", - " 61%|██████ | 1.20G/1.97G [00:05<00:02, 308MB/s]" + " 6%|▌ | 124M/1.97G [00:05<01:19, 24.9MB/s]" ] }, { @@ -710,7 +710,7 @@ "output_type": "stream", "text": [ "\r", - " 62%|██████▏ | 1.23G/1.97G [00:05<00:02, 313MB/s]" + " 6%|▋ | 127M/1.97G [00:05<01:26, 22.9MB/s]" ] }, { @@ -718,7 +718,7 @@ "output_type": "stream", "text": [ "\r", - " 64%|██████▍ | 1.26G/1.97G [00:05<00:02, 301MB/s]" + " 6%|▋ | 129M/1.97G [00:06<01:34, 20.9MB/s]" ] }, { @@ -726,7 +726,7 @@ "output_type": "stream", "text": [ "\r", - " 65%|██████▌ | 1.29G/1.97G [00:05<00:02, 307MB/s]" + " 7%|▋ | 133M/1.97G [00:06<01:21, 24.1MB/s]" ] }, { @@ -734,7 +734,7 @@ "output_type": "stream", "text": [ "\r", - " 67%|██████▋ | 1.32G/1.97G [00:05<00:02, 299MB/s]" + " 7%|▋ | 135M/1.97G [00:06<01:19, 24.7MB/s]" ] }, { @@ -742,7 +742,7 @@ "output_type": "stream", "text": [ "\r", - " 68%|██████▊ | 1.34G/1.97G [00:05<00:02, 295MB/s]" + " 7%|▋ | 138M/1.97G [00:06<01:20, 24.6MB/s]" ] }, { @@ -750,7 +750,7 @@ "output_type": "stream", "text": [ "\r", - " 70%|██████▉ | 1.37G/1.97G [00:05<00:02, 290MB/s]" + " 7%|▋ | 140M/1.97G [00:06<01:18, 25.1MB/s]" ] }, { @@ -758,7 +758,7 @@ "output_type": "stream", "text": [ "\r", - " 71%|███████ | 1.40G/1.97G [00:05<00:02, 269MB/s]" + " 7%|▋ | 143M/1.97G [00:06<01:24, 23.4MB/s]" ] }, { @@ -766,7 +766,7 @@ "output_type": "stream", "text": [ "\r", - " 72%|███████▏ | 1.42G/1.97G [00:06<00:02, 260MB/s]" + " 7%|▋ | 147M/1.97G [00:06<01:08, 28.6MB/s]" ] }, { @@ -774,7 +774,7 @@ "output_type": "stream", "text": [ "\r", - " 74%|███████▎ | 1.45G/1.97G [00:06<00:02, 266MB/s]" + " 7%|▋ | 150M/1.97G [00:06<01:26, 22.5MB/s]" ] }, { @@ -782,7 +782,7 @@ "output_type": "stream", "text": [ "\r", - " 75%|███████▍ | 1.48G/1.97G [00:06<00:01, 269MB/s]" + " 8%|▊ | 152M/1.97G [00:07<01:25, 22.8MB/s]" ] }, { @@ -790,7 +790,7 @@ "output_type": "stream", "text": [ "\r", - " 76%|███████▋ | 1.50G/1.97G [00:06<00:01, 272MB/s]" + " 8%|▊ | 155M/1.97G [00:07<01:24, 23.2MB/s]" ] }, { @@ -798,7 +798,7 @@ "output_type": "stream", "text": [ "\r", - " 78%|███████▊ | 1.53G/1.97G [00:06<00:01, 264MB/s]" + " 8%|▊ | 157M/1.97G [00:07<01:26, 22.5MB/s]" ] }, { @@ -806,7 +806,7 @@ "output_type": "stream", "text": [ "\r", - " 79%|███████▉ | 1.55G/1.97G [00:06<00:01, 268MB/s]" + " 8%|▊ | 159M/1.97G [00:07<01:27, 22.2MB/s]" ] }, { @@ -814,7 +814,7 @@ "output_type": "stream", "text": [ "\r", - " 80%|████████ | 1.58G/1.97G [00:06<00:01, 254MB/s]" + " 8%|▊ | 162M/1.97G [00:07<01:20, 24.1MB/s]" ] }, { @@ -822,7 +822,7 @@ "output_type": "stream", "text": [ "\r", - " 81%|████████▏ | 1.60G/1.97G [00:06<00:01, 261MB/s]" + " 8%|▊ | 164M/1.97G [00:07<01:23, 23.3MB/s]" ] }, { @@ -830,7 +830,7 @@ "output_type": "stream", "text": [ "\r", - " 83%|████████▎ | 1.63G/1.97G [00:06<00:01, 265MB/s]" + " 8%|▊ | 167M/1.97G [00:07<01:28, 21.9MB/s]" ] }, { @@ -838,7 +838,7 @@ "output_type": "stream", "text": [ "\r", - " 84%|████████▍ | 1.66G/1.97G [00:06<00:01, 270MB/s]" + " 8%|▊ | 169M/1.97G [00:07<01:40, 19.2MB/s]" ] }, { @@ -846,7 +846,7 @@ "output_type": "stream", "text": [ "\r", - " 85%|████████▌ | 1.68G/1.97G [00:07<00:01, 273MB/s]" + " 9%|▊ | 173M/1.97G [00:07<01:16, 25.2MB/s]" ] }, { @@ -854,7 +854,7 @@ "output_type": "stream", "text": [ "\r", - " 87%|████████▋ | 1.71G/1.97G [00:07<00:01, 272MB/s]" + " 9%|▊ | 175M/1.97G [00:08<01:32, 20.9MB/s]" ] }, { @@ -862,7 +862,7 @@ "output_type": "stream", "text": [ "\r", - " 88%|████████▊ | 1.73G/1.97G [00:07<00:00, 272MB/s]" + " 9%|▉ | 178M/1.97G [00:08<01:29, 21.6MB/s]" ] }, { @@ -870,7 +870,7 @@ "output_type": "stream", "text": [ "\r", - " 89%|████████▉ | 1.76G/1.97G [00:07<00:00, 275MB/s]" + " 9%|▉ | 181M/1.97G [00:08<01:17, 24.7MB/s]" ] }, { @@ -878,7 +878,7 @@ "output_type": "stream", "text": [ "\r", - " 91%|█████████ | 1.79G/1.97G [00:07<00:00, 264MB/s]" + " 9%|▉ | 186M/1.97G [00:08<01:01, 31.0MB/s]" ] }, { @@ -886,7 +886,7 @@ "output_type": "stream", "text": [ "\r", - " 92%|█████████▏| 1.81G/1.97G [00:07<00:00, 269MB/s]" + " 9%|▉ | 189M/1.97G [00:08<01:01, 31.4MB/s]" ] }, { @@ -894,7 +894,7 @@ "output_type": "stream", "text": [ "\r", - " 93%|█████████▎| 1.84G/1.97G [00:07<00:00, 260MB/s]" + " 10%|▉ | 192M/1.97G [00:08<01:16, 25.1MB/s]" ] }, { @@ -902,7 +902,7 @@ "output_type": "stream", "text": [ "\r", - " 95%|█████████▍| 1.86G/1.97G [00:07<00:00, 266MB/s]" + " 10%|▉ | 195M/1.97G [00:08<01:12, 26.5MB/s]" ] }, { @@ -910,7 +910,7 @@ "output_type": "stream", "text": [ "\r", - " 96%|█████████▌| 1.89G/1.97G [00:07<00:00, 270MB/s]" + " 10%|▉ | 199M/1.97G [00:08<01:03, 30.1MB/s]" ] }, { @@ -918,7 +918,7 @@ "output_type": "stream", "text": [ "\r", - " 97%|█████████▋| 1.92G/1.97G [00:08<00:00, 274MB/s]" + " 10%|█ | 202M/1.97G [00:09<01:29, 21.3MB/s]" ] }, { @@ -926,7 +926,7 @@ "output_type": "stream", "text": [ "\r", - " 99%|█████████▊| 1.94G/1.97G [00:08<00:00, 232MB/s]" + " 10%|█ | 205M/1.97G [00:09<01:21, 23.2MB/s]" ] }, { @@ -934,7 +934,7 @@ "output_type": "stream", "text": [ "\r", - "100%|█████████▉| 1.96G/1.97G [00:08<00:00, 230MB/s]" + " 10%|█ | 209M/1.97G [00:09<01:07, 28.2MB/s]" ] }, { @@ -942,7 +942,5103 @@ "output_type": "stream", "text": [ "\r", - "100%|██████████| 1.97G/1.97G [00:08<00:00, 255MB/s]" + " 11%|█ | 213M/1.97G [00:09<01:04, 29.3MB/s]" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\r", + " 11%|█ | 216M/1.97G [00:09<01:04, 29.4MB/s]" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\r", + " 11%|█ | 219M/1.97G [00:09<01:03, 29.5MB/s]" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\r", + " 11%|█ | 222M/1.97G [00:09<00:58, 32.0MB/s]" + ] + }, + { + "name": "stderr", + 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"2024-01-16T10:25:47.716481Z", - "iopub.status.idle": "2024-01-16T10:25:47.732255Z", - "shell.execute_reply": "2024-01-16T10:25:47.731677Z" + "iopub.execute_input": "2024-01-31T13:35:07.623549Z", + "iopub.status.busy": "2024-01-31T13:35:07.622987Z", + "iopub.status.idle": "2024-01-31T13:35:07.640198Z", + "shell.execute_reply": "2024-01-31T13:35:07.639638Z" } }, "outputs": [ @@ -1167,10 +6263,10 @@ "id": "56c6d488-f093-4661-835a-5c73a329c874", "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:25:47.734951Z", - "iopub.status.busy": "2024-01-16T10:25:47.734452Z", - "iopub.status.idle": "2024-01-16T10:25:47.737600Z", - "shell.execute_reply": "2024-01-16T10:25:47.737068Z" + "iopub.execute_input": "2024-01-31T13:35:07.642929Z", + "iopub.status.busy": "2024-01-31T13:35:07.642426Z", + "iopub.status.idle": "2024-01-31T13:35:07.645441Z", + "shell.execute_reply": "2024-01-31T13:35:07.644941Z" }, "tags": [] }, @@ -1215,10 +6311,10 @@ "id": "c4196a52-d01e-42e4-8674-5712f7d6f792", "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:25:47.740295Z", - "iopub.status.busy": "2024-01-16T10:25:47.739935Z", - "iopub.status.idle": "2024-01-16T10:25:47.743118Z", - "shell.execute_reply": "2024-01-16T10:25:47.742573Z" + "iopub.execute_input": "2024-01-31T13:35:07.647904Z", + "iopub.status.busy": "2024-01-31T13:35:07.647511Z", + "iopub.status.idle": "2024-01-31T13:35:07.650460Z", + "shell.execute_reply": "2024-01-31T13:35:07.649844Z" }, "tags": [] }, @@ -1249,10 +6345,10 @@ "id": "7f7dc52f-7ee9-4590-96b7-e0d9d3b82378", "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:25:47.745923Z", - "iopub.status.busy": "2024-01-16T10:25:47.745683Z", - "iopub.status.idle": "2024-01-16T10:25:47.885064Z", - "shell.execute_reply": "2024-01-16T10:25:47.884407Z" + "iopub.execute_input": "2024-01-31T13:35:07.652920Z", + "iopub.status.busy": "2024-01-31T13:35:07.652504Z", + "iopub.status.idle": "2024-01-31T13:35:07.782662Z", + "shell.execute_reply": "2024-01-31T13:35:07.781925Z" }, "tags": [] }, @@ -1276,10 +6372,10 @@ "id": "65210ca2-b674-44bd-807a-4165e14bad74", "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:25:47.889805Z", - "iopub.status.busy": "2024-01-16T10:25:47.889337Z", - "iopub.status.idle": "2024-01-16T10:25:47.894320Z", - "shell.execute_reply": "2024-01-16T10:25:47.893776Z" + "iopub.execute_input": "2024-01-31T13:35:07.785789Z", + "iopub.status.busy": "2024-01-31T13:35:07.785559Z", + "iopub.status.idle": "2024-01-31T13:35:07.790590Z", + "shell.execute_reply": "2024-01-31T13:35:07.789944Z" } }, "outputs": [ @@ -1306,10 +6402,10 @@ "id": "557473df-e2b9-4ef0-9439-3daadf6741ac", "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:25:47.896867Z", - "iopub.status.busy": "2024-01-16T10:25:47.896490Z", - "iopub.status.idle": "2024-01-16T10:25:47.900706Z", - "shell.execute_reply": "2024-01-16T10:25:47.900180Z" + "iopub.execute_input": "2024-01-31T13:35:07.792948Z", + "iopub.status.busy": "2024-01-31T13:35:07.792568Z", + "iopub.status.idle": "2024-01-31T13:35:07.796529Z", + "shell.execute_reply": "2024-01-31T13:35:07.795918Z" } }, "outputs": [ @@ -1334,30 +6430,30 @@ "id": "c93d7e88-594d-4095-b5f2-7bf01210dc61", "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:25:47.903546Z", - "iopub.status.busy": "2024-01-16T10:25:47.903173Z", - "iopub.status.idle": "2024-01-16T10:25:47.907500Z", - "shell.execute_reply": "2024-01-16T10:25:47.906888Z" + "iopub.execute_input": "2024-01-31T13:35:07.798863Z", + "iopub.status.busy": "2024-01-31T13:35:07.798553Z", + "iopub.status.idle": "2024-01-31T13:35:07.802954Z", + "shell.execute_reply": "2024-01-31T13:35:07.802319Z" } }, "outputs": [ { "data": { "text/plain": [ - "{'106349S_por': {'filename': 'data/106349S_por.png',\n", - " 'rank politician press conference': 0,\n", - " 'politician press conference': 0.16655388474464417,\n", - " 'rank a world map': 2,\n", - " 'a world map': 0.09352904558181763,\n", - " 'rank a dog': 0,\n", - " 'a dog': 0.10862946510314941},\n", - " '102141_2_eng': {'filename': 'data/102141_2_eng.png',\n", + "{'102141_2_eng': {'filename': 'data/102141_2_eng.png',\n", " 'rank politician press conference': 2,\n", " 'politician press conference': 0.11350078880786896,\n", " 'rank a world map': 1,\n", " 'a world map': 0.10633410513401031,\n", " 'rank a dog': 2,\n", " 'a dog': 0.04904009774327278},\n", + " '106349S_por': {'filename': 'data/106349S_por.png',\n", + " 'rank politician press conference': 0,\n", + " 'politician press conference': 0.16655388474464417,\n", + " 'rank a world map': 2,\n", + " 'a world map': 0.09352904558181763,\n", + " 'rank a dog': 0,\n", + " 'a dog': 0.10862946510314941},\n", " '102730_eng': {'filename': 'data/102730_eng.png',\n", " 'rank politician press conference': 1,\n", " 'politician press conference': 0.14405086636543274,\n", @@ -1391,10 +6487,10 @@ "id": "9ad74b21-6187-4a58-9ed8-fd3e80f5a4ed", "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:25:47.909931Z", - "iopub.status.busy": "2024-01-16T10:25:47.909548Z", - "iopub.status.idle": "2024-01-16T10:25:47.913777Z", - "shell.execute_reply": "2024-01-16T10:25:47.913213Z" + "iopub.execute_input": "2024-01-31T13:35:07.805273Z", + "iopub.status.busy": "2024-01-31T13:35:07.804965Z", + "iopub.status.idle": "2024-01-31T13:35:07.809140Z", + "shell.execute_reply": "2024-01-31T13:35:07.808502Z" }, "tags": [] }, @@ -1435,10 +6531,10 @@ "id": "4324e4fd-e9aa-4933-bb12-074d54e0c510", "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:25:47.916317Z", - "iopub.status.busy": "2024-01-16T10:25:47.915851Z", - "iopub.status.idle": "2024-01-16T10:25:48.024719Z", - "shell.execute_reply": "2024-01-16T10:25:48.023984Z" + "iopub.execute_input": "2024-01-31T13:35:07.811503Z", + "iopub.status.busy": "2024-01-31T13:35:07.811159Z", + "iopub.status.idle": "2024-01-31T13:35:07.921249Z", + "shell.execute_reply": "2024-01-31T13:35:07.920495Z" }, "tags": [] }, @@ -1608,10 +6704,10 @@ "id": "b3af7b39-6d0d-4da3-9b8f-7dfd3f5779be", "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:25:48.027959Z", - "iopub.status.busy": "2024-01-16T10:25:48.027511Z", - "iopub.status.idle": "2024-01-16T10:25:48.030502Z", - "shell.execute_reply": "2024-01-16T10:25:48.029921Z" + "iopub.execute_input": "2024-01-31T13:35:07.923690Z", + "iopub.status.busy": "2024-01-31T13:35:07.923483Z", + "iopub.status.idle": "2024-01-31T13:35:07.926388Z", + "shell.execute_reply": "2024-01-31T13:35:07.925864Z" }, "tags": [] }, @@ -1628,10 +6724,10 @@ "id": "caf1f4ae-4b37-4954-800e-7120f0419de5", "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:25:48.033227Z", - "iopub.status.busy": "2024-01-16T10:25:48.032851Z", - "iopub.status.idle": "2024-01-16T10:26:26.964526Z", - "shell.execute_reply": "2024-01-16T10:26:26.963809Z" + "iopub.execute_input": "2024-01-31T13:35:07.928460Z", + "iopub.status.busy": "2024-01-31T13:35:07.928268Z", + "iopub.status.idle": "2024-01-31T13:36:50.745391Z", + "shell.execute_reply": "2024-01-31T13:36:50.744754Z" }, "tags": [] }, @@ -1649,7 +6745,7 @@ "output_type": "stream", "text": [ "\r", - " 0%| | 4.01M/1.78G [00:00<01:10, 27.0MB/s]" + " 0%| | 816k/1.78G [00:00<03:50, 8.28MB/s]" ] }, { @@ -1657,7 +6753,7 @@ "output_type": "stream", "text": [ "\r", - " 1%| | 16.0M/1.78G [00:00<00:35, 53.7MB/s]" + " 0%| | 3.62M/1.78G [00:00<01:33, 20.4MB/s]" ] }, { @@ -1665,7 +6761,7 @@ "output_type": "stream", "text": [ "\r", - " 2%|▏ | 32.0M/1.78G [00:00<00:22, 83.5MB/s]" + " 0%| | 6.12M/1.78G [00:00<01:23, 22.7MB/s]" ] }, { @@ -1673,7 +6769,7 @@ "output_type": "stream", "text": [ "\r", - " 3%|▎ | 48.0M/1.78G [00:00<00:18, 99.9MB/s]" + " 1%| | 9.93M/1.78G [00:00<01:05, 29.1MB/s]" ] }, { @@ -1681,7 +6777,7 @@ "output_type": "stream", "text": [ "\r", - " 4%|▎ | 64.0M/1.78G [00:00<00:15, 117MB/s] " + " 1%| | 13.6M/1.78G [00:00<00:58, 32.4MB/s]" ] }, { @@ -1689,7 +6785,7 @@ "output_type": "stream", "text": [ "\r", - " 4%|▍ | 75.8M/1.78G [00:01<00:30, 60.1MB/s]" + " 1%| | 17.3M/1.78G [00:00<00:55, 34.0MB/s]" ] }, { @@ -1697,7 +6793,7 @@ "output_type": "stream", "text": [ "\r", - " 5%|▍ | 88.0M/1.78G [00:01<00:31, 57.9MB/s]" + " 1%| | 20.5M/1.78G [00:00<00:59, 31.6MB/s]" ] }, { @@ -1705,7 +6801,7 @@ "output_type": "stream", "text": [ "\r", - " 6%|▌ | 111M/1.78G [00:01<00:20, 88.3MB/s] " + " 1%|▏ | 25.3M/1.78G [00:00<00:51, 36.8MB/s]" ] }, { @@ -1713,7 +6809,7 @@ "output_type": "stream", "text": [ "\r", - " 7%|▋ | 135M/1.78G [00:01<00:14, 120MB/s] " + " 2%|▏ | 28.8M/1.78G [00:00<00:59, 31.8MB/s]" ] }, { @@ -1721,7 +6817,7 @@ "output_type": "stream", "text": [ "\r", - " 8%|▊ | 154M/1.78G [00:01<00:12, 136MB/s]" + " 2%|▏ | 32.0M/1.78G [00:01<01:03, 29.7MB/s]" ] }, { @@ -1729,7 +6825,7 @@ "output_type": "stream", "text": [ "\r", - " 10%|▉ | 173M/1.78G [00:01<00:11, 151MB/s]" + " 2%|▏ | 35.6M/1.78G [00:01<00:58, 31.8MB/s]" ] }, { @@ -1737,7 +6833,7 @@ "output_type": "stream", "text": [ "\r", - " 11%|█ | 196M/1.78G [00:01<00:09, 174MB/s]" + " 2%|▏ | 38.7M/1.78G [00:01<01:13, 25.4MB/s]" ] }, { @@ -1745,7 +6841,7 @@ "output_type": "stream", "text": [ "\r", - " 12%|█▏ | 215M/1.78G [00:02<00:10, 162MB/s]" + " 2%|▏ | 41.6M/1.78G [00:01<01:10, 26.4MB/s]" ] }, { @@ -1753,7 +6849,7 @@ "output_type": "stream", "text": [ "\r", - " 13%|█▎ | 233M/1.78G [00:02<00:10, 166MB/s]" + " 2%|▏ | 44.6M/1.78G [00:01<01:07, 27.6MB/s]" ] }, { @@ -1761,7 +6857,7 @@ "output_type": "stream", "text": [ "\r", - " 14%|█▍ | 255M/1.78G [00:02<00:08, 184MB/s]" + " 3%|▎ | 47.5M/1.78G [00:01<01:06, 28.1MB/s]" ] }, { @@ -1769,7 +6865,7 @@ "output_type": "stream", "text": [ "\r", - " 15%|█▌ | 274M/1.78G [00:02<00:09, 166MB/s]" + " 3%|▎ | 50.3M/1.78G [00:01<01:10, 26.3MB/s]" ] }, { @@ -1777,7 +6873,7 @@ "output_type": "stream", "text": [ "\r", - " 16%|█▋ | 296M/1.78G [00:02<00:08, 181MB/s]" + " 3%|▎ | 54.0M/1.78G [00:01<01:02, 29.7MB/s]" ] }, { @@ -1785,7 +6881,7 @@ "output_type": "stream", "text": [ "\r", - " 18%|█▊ | 324M/1.78G [00:02<00:07, 210MB/s]" + " 3%|▎ | 57.0M/1.78G [00:02<01:12, 25.4MB/s]" ] }, { @@ -1793,7 +6889,7 @@ "output_type": "stream", "text": [ "\r", - " 19%|█▉ | 345M/1.78G [00:02<00:07, 212MB/s]" + " 3%|▎ | 59.6M/1.78G [00:02<01:26, 21.3MB/s]" ] }, { @@ -1801,7 +6897,7 @@ "output_type": "stream", "text": [ "\r", - " 20%|██ | 366M/1.78G [00:02<00:07, 196MB/s]" + " 3%|▎ | 62.1M/1.78G [00:02<01:21, 22.5MB/s]" ] }, { @@ -1809,7 +6905,7 @@ "output_type": "stream", "text": [ "\r", - " 21%|██ | 385M/1.78G [00:02<00:09, 163MB/s]" + " 4%|▎ | 64.4M/1.78G [00:02<01:34, 19.5MB/s]" ] }, { @@ -1817,7 +6913,7 @@ "output_type": "stream", "text": [ "\r", - " 22%|██▏ | 408M/1.78G [00:03<00:08, 181MB/s]" + " 4%|▎ | 66.8M/1.78G [00:02<01:31, 20.1MB/s]" ] }, { @@ -1825,7 +6921,7 @@ "output_type": "stream", "text": [ "\r", - " 23%|██▎ | 426M/1.78G [00:03<00:08, 182MB/s]" + " 4%|▍ | 69.8M/1.78G [00:02<01:20, 22.9MB/s]" ] }, { @@ -1833,7 +6929,7 @@ "output_type": "stream", "text": [ "\r", - " 24%|██▍ | 445M/1.78G [00:03<00:09, 152MB/s]" + " 4%|▍ | 72.6M/1.78G [00:02<01:15, 24.2MB/s]" ] }, { @@ -1841,7 +6937,7 @@ "output_type": "stream", "text": [ "\r", - " 26%|██▌ | 471M/1.78G [00:03<00:07, 180MB/s]" + " 4%|▍ | 75.0M/1.78G [00:03<01:18, 23.3MB/s]" ] }, { @@ -1849,7 +6945,7 @@ "output_type": "stream", "text": [ "\r", - " 27%|██▋ | 494M/1.78G [00:03<00:07, 196MB/s]" + " 4%|▍ | 77.6M/1.78G [00:03<01:14, 24.4MB/s]" ] }, { @@ -1857,7 +6953,7 @@ "output_type": "stream", "text": [ "\r", - " 29%|██▊ | 520M/1.78G [00:03<00:06, 203MB/s]" + " 4%|▍ | 80.3M/1.78G [00:03<01:11, 25.4MB/s]" ] }, { @@ -1865,7 +6961,7 @@ "output_type": "stream", "text": [ "\r", - " 30%|██▉ | 540M/1.78G [00:03<00:07, 179MB/s]" + " 5%|▍ | 83.0M/1.78G [00:03<01:10, 25.7MB/s]" ] }, { @@ -1873,7 +6969,7 @@ "output_type": "stream", "text": [ "\r", - " 32%|███▏ | 574M/1.78G [00:03<00:05, 223MB/s]" + " 5%|▍ | 85.5M/1.78G [00:03<01:14, 24.4MB/s]" ] }, { @@ -1881,7 +6977,7 @@ "output_type": "stream", "text": [ "\r", - " 33%|███▎ | 597M/1.78G [00:04<00:06, 210MB/s]" + " 5%|▍ | 87.9M/1.78G [00:03<01:15, 24.0MB/s]" ] }, { @@ -1889,7 +6985,7 @@ "output_type": "stream", "text": [ "\r", - " 34%|███▍ | 621M/1.78G [00:04<00:05, 221MB/s]" + " 5%|▌ | 92.5M/1.78G [00:03<00:59, 30.7MB/s]" ] }, { @@ -1897,7 +6993,7 @@ "output_type": "stream", "text": [ "\r", - " 35%|███▌ | 644M/1.78G [00:04<00:06, 193MB/s]" + " 5%|▌ | 95.5M/1.78G [00:03<00:58, 30.9MB/s]" ] }, { @@ -1905,7 +7001,7 @@ "output_type": "stream", "text": [ "\r", - " 36%|███▋ | 664M/1.78G [00:04<00:06, 177MB/s]" + " 5%|▌ | 98.5M/1.78G [00:03<01:07, 26.9MB/s]" ] }, { @@ -1913,7 +7009,7 @@ "output_type": "stream", "text": [ "\r", - " 38%|███▊ | 687M/1.78G [00:04<00:06, 192MB/s]" + " 6%|▌ | 101M/1.78G [00:04<01:25, 21.2MB/s] " ] }, { @@ -1921,7 +7017,7 @@ "output_type": "stream", "text": [ "\r", - " 39%|███▉ | 711M/1.78G [00:04<00:05, 208MB/s]" + " 6%|▌ | 103M/1.78G [00:04<01:36, 18.7MB/s]" ] }, { @@ -1929,7 +7025,7 @@ "output_type": "stream", "text": [ "\r", - " 40%|████ | 732M/1.78G [00:05<00:08, 127MB/s]" + " 6%|▌ | 105M/1.78G [00:04<01:35, 18.8MB/s]" ] }, { @@ -1937,7 +7033,7 @@ "output_type": "stream", "text": [ "\r", - " 41%|████ | 748M/1.78G [00:05<00:08, 130MB/s]" + " 6%|▌ | 108M/1.78G [00:04<01:29, 20.1MB/s]" ] }, { @@ -1945,7 +7041,7 @@ "output_type": "stream", "text": [ "\r", - " 42%|████▏ | 768M/1.78G [00:05<00:08, 127MB/s]" + " 6%|▌ | 111M/1.78G [00:04<01:22, 21.9MB/s]" ] }, { @@ -1953,7 +7049,7 @@ "output_type": "stream", "text": [ "\r", - " 44%|████▎ | 793M/1.78G [00:05<00:06, 155MB/s]" + " 6%|▌ | 113M/1.78G [00:04<01:19, 22.6MB/s]" ] }, { @@ -1961,7 +7057,7 @@ "output_type": "stream", "text": [ "\r", - " 45%|████▍ | 815M/1.78G [00:05<00:06, 172MB/s]" + " 6%|▋ | 115M/1.78G [00:04<01:21, 21.9MB/s]" ] }, { @@ -1969,7 +7065,7 @@ "output_type": "stream", "text": [ "\r", - " 46%|████▌ | 834M/1.78G [00:05<00:05, 176MB/s]" + " 6%|▋ | 117M/1.78G [00:04<01:21, 21.9MB/s]" ] }, { @@ -1977,7 +7073,7 @@ "output_type": "stream", "text": [ "\r", - " 48%|████▊ | 865M/1.78G [00:05<00:04, 214MB/s]" + " 7%|▋ | 120M/1.78G [00:05<01:21, 21.9MB/s]" ] }, { @@ -1985,7 +7081,7 @@ "output_type": "stream", "text": [ "\r", - " 49%|████▊ | 887M/1.78G [00:05<00:05, 172MB/s]" + " 7%|▋ | 122M/1.78G [00:05<01:15, 23.5MB/s]" ] }, { @@ -1993,7 +7089,7 @@ "output_type": "stream", "text": [ "\r", - " 50%|████▉ | 906M/1.78G [00:06<00:06, 145MB/s]" + " 7%|▋ | 125M/1.78G [00:05<01:09, 25.5MB/s]" ] }, { @@ -2001,7 +7097,7 @@ "output_type": "stream", "text": [ "\r", - " 51%|█████ | 922M/1.78G [00:06<00:06, 148MB/s]" + " 7%|▋ | 128M/1.78G [00:05<01:08, 25.9MB/s]" ] }, { @@ -2009,7 +7105,7 @@ "output_type": "stream", "text": [ "\r", - " 52%|█████▏ | 938M/1.78G [00:06<00:08, 110MB/s]" + " 7%|▋ | 130M/1.78G [00:05<01:15, 23.4MB/s]" ] }, { @@ -2017,7 +7113,7 @@ "output_type": "stream", "text": [ "\r", - " 52%|█████▏ | 951M/1.78G [00:06<00:08, 111MB/s]" + " 7%|▋ | 133M/1.78G [00:05<01:12, 24.4MB/s]" ] }, { @@ -2025,7 +7121,7 @@ "output_type": "stream", "text": [ "\r", - " 54%|█████▎ | 976M/1.78G [00:06<00:06, 133MB/s]" + " 7%|▋ | 136M/1.78G [00:05<01:14, 23.6MB/s]" ] }, { @@ -2033,7 +7129,7 @@ "output_type": "stream", "text": [ "\r", - " 55%|█████▍ | 0.98G/1.78G [00:07<00:06, 123MB/s]" + " 8%|▊ | 138M/1.78G [00:05<01:19, 22.3MB/s]" ] }, { @@ -2041,7 +7137,7 @@ "output_type": "stream", "text": [ "\r", - " 56%|█████▌ | 1.00G/1.78G [00:07<00:05, 144MB/s]" + " 8%|▊ | 141M/1.78G [00:05<01:07, 26.0MB/s]" ] }, { @@ -2049,7 +7145,7 @@ "output_type": "stream", "text": [ "\r", - " 57%|█████▋ | 1.02G/1.78G [00:07<00:04, 167MB/s]" + " 8%|▊ | 144M/1.78G [00:06<01:07, 26.2MB/s]" ] }, { @@ -2057,7 +7153,7 @@ "output_type": "stream", "text": [ "\r", - " 58%|█████▊ | 1.04G/1.78G [00:07<00:04, 174MB/s]" + " 8%|▊ | 147M/1.78G [00:06<01:04, 27.3MB/s]" ] }, { @@ -2065,7 +7161,7 @@ "output_type": "stream", "text": [ "\r", - " 60%|█████▉ | 1.06G/1.78G [00:07<00:04, 189MB/s]" + " 8%|▊ | 149M/1.78G [00:06<01:05, 26.8MB/s]" ] }, { @@ -2073,7 +7169,7 @@ "output_type": "stream", "text": [ "\r", - " 61%|██████ | 1.08G/1.78G [00:07<00:03, 202MB/s]" + " 8%|▊ | 153M/1.78G [00:06<01:01, 28.3MB/s]" ] }, { @@ -2081,7 +7177,7 @@ "output_type": "stream", "text": [ "\r", - " 62%|██████▏ | 1.11G/1.78G [00:07<00:03, 211MB/s]" + " 9%|▊ | 155M/1.78G [00:06<01:09, 25.3MB/s]" ] }, { @@ -2089,7 +7185,7 @@ "output_type": "stream", "text": [ "\r", - " 63%|██████▎ | 1.13G/1.78G [00:07<00:03, 217MB/s]" + " 9%|▊ | 159M/1.78G [00:06<01:00, 28.7MB/s]" ] }, { @@ -2097,7 +7193,7 @@ "output_type": "stream", "text": [ "\r", - " 65%|██████▍ | 1.15G/1.78G [00:07<00:03, 186MB/s]" + " 9%|▉ | 162M/1.78G [00:06<01:08, 25.2MB/s]" ] }, { @@ -2105,7 +7201,7 @@ "output_type": "stream", "text": [ "\r", - " 66%|██████▌ | 1.17G/1.78G [00:07<00:03, 180MB/s]" + " 9%|▉ | 164M/1.78G [00:06<01:08, 25.3MB/s]" ] }, { @@ -2113,7 +7209,7 @@ "output_type": "stream", "text": [ "\r", - " 67%|██████▋ | 1.19G/1.78G [00:08<00:03, 199MB/s]" + " 9%|▉ | 167M/1.78G [00:07<01:29, 19.3MB/s]" ] }, { @@ -2121,7 +7217,7 @@ "output_type": "stream", "text": [ "\r", - " 68%|██████▊ | 1.21G/1.78G [00:08<00:02, 209MB/s]" + " 9%|▉ | 169M/1.78G [00:07<01:29, 19.3MB/s]" ] }, { @@ -2129,7 +7225,7 @@ "output_type": "stream", "text": [ "\r", - " 69%|██████▉ | 1.23G/1.78G [00:08<00:03, 193MB/s]" + " 9%|▉ | 172M/1.78G [00:07<01:21, 21.1MB/s]" ] }, { @@ -2137,7 +7233,7 @@ "output_type": "stream", "text": [ "\r", - " 70%|███████ | 1.25G/1.78G [00:08<00:02, 202MB/s]" + " 10%|▉ | 174M/1.78G [00:07<01:22, 20.9MB/s]" ] }, { @@ -2145,7 +7241,7 @@ "output_type": "stream", "text": [ "\r", - " 72%|███████▏ | 1.27G/1.78G [00:08<00:02, 210MB/s]" + " 10%|▉ | 176M/1.78G [00:07<01:24, 20.5MB/s]" ] }, { @@ -2153,7 +7249,7 @@ "output_type": "stream", "text": [ "\r", - " 73%|███████▎ | 1.30G/1.78G [00:08<00:02, 218MB/s]" + " 10%|▉ | 178M/1.78G [00:07<01:22, 20.8MB/s]" ] }, { @@ -2161,7 +7257,7 @@ "output_type": "stream", "text": [ "\r", - " 74%|███████▍ | 1.32G/1.78G [00:08<00:03, 144MB/s]" + " 10%|▉ | 181M/1.78G [00:07<01:14, 23.2MB/s]" ] }, { @@ -2169,7 +7265,7 @@ "output_type": "stream", "text": [ "\r", - " 75%|███████▌ | 1.34G/1.78G [00:09<00:02, 162MB/s]" + " 10%|█ | 186M/1.78G [00:07<00:54, 31.2MB/s]" ] }, { @@ -2177,7 +7273,7 @@ "output_type": "stream", "text": [ "\r", - " 76%|███████▋ | 1.36G/1.78G [00:09<00:02, 177MB/s]" + " 10%|█ | 189M/1.78G [00:07<00:56, 30.1MB/s]" ] }, { @@ -2185,7 +7281,7 @@ "output_type": "stream", "text": [ "\r", - " 78%|███████▊ | 1.38G/1.78G [00:09<00:02, 188MB/s]" + " 11%|█ | 192M/1.78G [00:08<00:58, 29.2MB/s]" ] }, { @@ -2193,7 +7289,7 @@ "output_type": "stream", "text": [ "\r", - " 79%|███████▉ | 1.40G/1.78G [00:09<00:02, 198MB/s]" + " 11%|█ | 195M/1.78G [00:08<00:58, 28.9MB/s]" ] }, { @@ -2201,7 +7297,7 @@ "output_type": "stream", "text": [ "\r", - " 80%|████████ | 1.42G/1.78G [00:09<00:01, 205MB/s]" + " 11%|█ | 199M/1.78G [00:08<00:51, 33.2MB/s]" ] }, { @@ -2209,7 +7305,7 @@ "output_type": "stream", "text": [ "\r", - " 81%|████████▏ | 1.45G/1.78G [00:09<00:01, 218MB/s]" + " 11%|█ | 202M/1.78G [00:08<00:57, 29.7MB/s]" ] }, { @@ -2217,7 +7313,7 @@ "output_type": "stream", "text": [ "\r", - " 83%|████████▎ | 1.47G/1.78G [00:09<00:01, 221MB/s]" + " 11%|█▏ | 207M/1.78G [00:08<00:49, 34.1MB/s]" ] }, { @@ -2225,7 +7321,7 @@ "output_type": "stream", "text": [ "\r", - " 84%|████████▍ | 1.49G/1.78G [00:09<00:01, 225MB/s]" + " 12%|█▏ | 210M/1.78G [00:08<00:56, 29.7MB/s]" ] }, { @@ -2233,7 +7329,7 @@ "output_type": "stream", "text": [ "\r", - " 85%|████████▌ | 1.51G/1.78G [00:09<00:01, 231MB/s]" + " 12%|█▏ | 213M/1.78G [00:08<01:03, 26.4MB/s]" ] }, { @@ -2241,7 +7337,7 @@ "output_type": "stream", "text": [ "\r", - " 86%|████████▋ | 1.53G/1.78G [00:09<00:01, 235MB/s]" + " 12%|█▏ | 217M/1.78G [00:08<00:54, 30.8MB/s]" ] }, { @@ -2249,7 +7345,7 @@ "output_type": "stream", "text": [ "\r", - " 88%|████████▊ | 1.56G/1.78G [00:10<00:01, 175MB/s]" + " 12%|█▏ | 220M/1.78G [00:09<01:05, 25.6MB/s]" ] }, { @@ -2257,7 +7353,7 @@ 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"2024-01-31T13:36:50.749013Z", + "iopub.status.busy": "2024-01-31T13:36:50.748323Z", + "iopub.status.idle": "2024-01-31T13:36:50.825049Z", + "shell.execute_reply": "2024-01-31T13:36:50.824334Z" }, "tags": [] }, @@ -2558,10 +11998,10 @@ "id": "6c6ddd83-bc87-48f2-a8d6-1bd3f4201ff7", "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:26:27.046469Z", - "iopub.status.busy": "2024-01-16T10:26:27.046064Z", - "iopub.status.idle": "2024-01-16T10:26:27.050133Z", - "shell.execute_reply": "2024-01-16T10:26:27.049588Z" + "iopub.execute_input": "2024-01-31T13:36:50.828062Z", + "iopub.status.busy": "2024-01-31T13:36:50.827641Z", + "iopub.status.idle": "2024-01-31T13:36:50.831831Z", + "shell.execute_reply": "2024-01-31T13:36:50.831187Z" }, "tags": [] }, @@ -2587,10 +12027,10 @@ "id": "e78646d6-80be-4d3e-8123-3360957bcaa8", "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:26:27.052520Z", - "iopub.status.busy": "2024-01-16T10:26:27.052137Z", - "iopub.status.idle": "2024-01-16T10:26:27.063425Z", - "shell.execute_reply": "2024-01-16T10:26:27.062840Z" + "iopub.execute_input": "2024-01-31T13:36:50.834167Z", + "iopub.status.busy": "2024-01-31T13:36:50.833960Z", + "iopub.status.idle": "2024-01-31T13:36:50.845963Z", + "shell.execute_reply": "2024-01-31T13:36:50.845298Z" }, "tags": [] }, @@ -2634,22 +12074,6 @@ " \n", " \n", " 0\n", - " data/106349S_por.png\n", - " 0\n", - " 0.166554\n", - " 2\n", - " 0.093529\n", - " 0\n", - " 0.108629\n", - " 0.058296\n", - " 0\n", - " 0.000794\n", - " 2\n", - " 0.000091\n", - " 2\n", - " \n", - " \n", - " 1\n", " data/102141_2_eng.png\n", " 2\n", " 0.113501\n", @@ -2665,6 +12089,22 @@ " 1\n", " \n", " \n", + " 1\n", + " data/106349S_por.png\n", + " 0\n", + " 0.166554\n", + " 2\n", + " 0.093529\n", + " 0\n", + " 0.108629\n", + " 0.058296\n", + " 0\n", + " 0.000794\n", + " 2\n", + " 0.000091\n", + " 2\n", + " \n", + " \n", " 2\n", " data/102730_eng.png\n", " 1\n", @@ -2686,28 +12126,28 @@ ], "text/plain": [ " filename rank politician press conference \\\n", - "0 data/106349S_por.png 0 \n", - "1 data/102141_2_eng.png 2 \n", + "0 data/102141_2_eng.png 2 \n", + "1 data/106349S_por.png 0 \n", "2 data/102730_eng.png 1 \n", "\n", " politician press conference rank a world map a world map rank a dog \\\n", - "0 0.166554 2 0.093529 0 \n", - "1 0.113501 1 0.106334 2 \n", + "0 0.113501 1 0.106334 2 \n", + "1 0.166554 2 0.093529 0 \n", "2 0.144051 0 0.131088 1 \n", "\n", " a dog itm politician press conference \\\n", - "0 0.108629 0.058296 \n", - "1 0.049040 0.001262 \n", + "0 0.049040 0.001262 \n", + "1 0.108629 0.058296 \n", "2 0.100833 0.001856 \n", "\n", " itm_rank politician press conference itm a world map \\\n", - "0 0 0.000794 \n", - "1 2 0.085763 \n", + "0 2 0.085763 \n", + "1 0 0.000794 \n", "2 1 0.004548 \n", "\n", " itm_rank a world map itm a dog itm_rank a dog \n", - "0 2 0.000091 2 \n", - "1 0 0.000175 1 \n", + "0 0 0.000175 1 \n", + "1 2 0.000091 2 \n", "2 1 0.000812 0 " ] }, @@ -2735,10 +12175,10 @@ "id": "185f7dde-20dc-44d8-9ab0-de41f9b5734d", "metadata": { "execution": { - "iopub.execute_input": "2024-01-16T10:26:27.066255Z", - "iopub.status.busy": "2024-01-16T10:26:27.065821Z", - "iopub.status.idle": "2024-01-16T10:26:27.070116Z", - "shell.execute_reply": "2024-01-16T10:26:27.069598Z" + "iopub.execute_input": "2024-01-31T13:36:50.848652Z", + "iopub.status.busy": "2024-01-31T13:36:50.848246Z", + "iopub.status.idle": "2024-01-31T13:36:50.853330Z", + "shell.execute_reply": "2024-01-31T13:36:50.852783Z" }, "tags": [] }, diff --git a/build/doctrees/notebooks/DemoNotebook_ammico.doctree b/build/doctrees/notebooks/DemoNotebook_ammico.doctree index e4a84a5..cbb3584 100644 Binary files a/build/doctrees/notebooks/DemoNotebook_ammico.doctree and b/build/doctrees/notebooks/DemoNotebook_ammico.doctree differ diff --git a/build/doctrees/notebooks/Example colors.doctree b/build/doctrees/notebooks/Example colors.doctree index 14b5ea7..9c411f6 100644 Binary files a/build/doctrees/notebooks/Example colors.doctree and b/build/doctrees/notebooks/Example colors.doctree differ diff --git a/build/doctrees/notebooks/Example cropposts.doctree b/build/doctrees/notebooks/Example cropposts.doctree index bd5f42a..ea7c8e2 100644 Binary files a/build/doctrees/notebooks/Example cropposts.doctree and b/build/doctrees/notebooks/Example cropposts.doctree differ diff --git a/build/doctrees/notebooks/Example multimodal.doctree b/build/doctrees/notebooks/Example multimodal.doctree index acab8a4..5eeeb56 100644 Binary files a/build/doctrees/notebooks/Example multimodal.doctree and b/build/doctrees/notebooks/Example multimodal.doctree differ diff --git a/build/html/notebooks/DemoNotebook_ammico.html b/build/html/notebooks/DemoNotebook_ammico.html index b2b52b0..af0d917 100644 --- a/build/html/notebooks/DemoNotebook_ammico.html +++ b/build/html/notebooks/DemoNotebook_ammico.html @@ -233,7 +233,6 @@ directly on the right next to the image. This way, the user can directly inspect 
 Collecting en-core-web-md==3.7.1
-  Downloading https://github.com/explosion/spacy-models/releases/download/en_core_web_md-3.7.1/en_core_web_md-3.7.1-py3-none-any.whl (42.8 MB)
@@ -241,66 +240,79 @@ Collecting en-core-web-md==3.7.1 
+     Downloading https://github.com/explosion/spacy-models/releases/download/en_core_web_md-3.7.1/en_core_web_md-3.7.1-py3-none-any.whl (42.8 MB)
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+━━━━━━━━━━━━━━━━━━━╺━━━━━━━━━━━━━━━━━━━ 21.2/42.8 MB 136.9 MB/s eta 0:00:01
-

 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 0.4/42.8 MB 12.1 MB/s eta 0:00:04 - ━╺━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.2/42.8 MB 17.9 MB/s eta 0:00:03 - ━━╺━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.3/42.8 MB 22.3 MB/s eta 0:00:02 - ━━━╺━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 3.7/42.8 MB 26.8 MB/s eta 0:00:02 - ━━━━━╺━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 5.6/42.8 MB 32.2 MB/s eta 0:00:02

+

 ━━╺━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.2/42.8 MB 65.8 MB/s eta 0:00:01 + ━━━━━━╺━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 6.9/42.8 MB 100.8 MB/s eta 0:00:01 + ━━━━━━━━━━╸━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 11.6/42.8 MB 134.0 MB/s eta 0:00:01 + ━━━━━━━━━━━━━━━╺━━━━━━━━━━━━━━━━━━━━━━━ 16.5/42.8 MB 137.0 MB/s eta 0:00:01 + ━━━━━━━━━━━━━━━━━━━╺━━━━━━━━━━━━━━━━━━━ 21.2/42.8 MB 136.9 MB/s eta 0:00:01

 
-━━━━━━━╸━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 8.1/42.8 MB 39.0 MB/s eta 0:00:01
-━━━━━━━━━━━╺━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 11.8/42.8 MB 62.5 MB/s eta 0:00:01
-━━━━━━━━━━━━━━━╺━━━━━━━━━━━━━━━━━━━━━━━ 16.6/42.8 MB 110.2 MB/s eta 0:00:01
-━━━━━━━━━━━━━━━━━━━╸━━━━━━━━━━━━━━━━━━━ 21.9/42.8 MB 143.9 MB/s eta 0:00:01
-━━━━━━━━━━━━━━━━━━━━━━━━╸━━━━━━━━━━━━━━ 27.3/42.8 MB 155.8 MB/s eta 0:00:01
-━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸━━━━━━━━━ 32.8/42.8 MB 157.7 MB/s eta 0:00:01
+━━━━━━━━━━━━━━━━━━━━━━━╸━━━━━━━━━━━━━━━ 26.3/42.8 MB 140.8 MB/s eta 0:00:01
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸━━━━━━━━━━ 31.5/42.8 MB 150.9 MB/s eta 0:00:01
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╺━━━━━ 36.6/42.8 MB 151.1 MB/s eta 0:00:01
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╺ 42.1/42.8 MB 154.5 MB/s eta 0:00:01
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 42.8/42.8 MB 151.8 MB/s eta 0:00:01
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 42.8/42.8 MB 151.8 MB/s eta 0:00:01
-

 ━━━━━━━╸━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 8.1/42.8 MB 39.0 MB/s eta 0:00:01 - ━━━━━━━━━━━╺━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 11.8/42.8 MB 62.5 MB/s eta 0:00:01 - ━━━━━━━━━━━━━━━╺━━━━━━━━━━━━━━━━━━━━━━━ 16.6/42.8 MB 110.2 MB/s eta 0:00:01 - ━━━━━━━━━━━━━━━━━━━╸━━━━━━━━━━━━━━━━━━━ 21.9/42.8 MB 143.9 MB/s eta 0:00:01 - ━━━━━━━━━━━━━━━━━━━━━━━━╸━━━━━━━━━━━━━━ 27.3/42.8 MB 155.8 MB/s eta 0:00:01 - ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸━━━━━━━━━ 32.8/42.8 MB 157.7 MB/s eta 0:00:01

+

 ━━━━━━━━━━━━━━━━━━━━━━━╸━━━━━━━━━━━━━━━ 26.3/42.8 MB 140.8 MB/s eta 0:00:01 + ━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸━━━━━━━━━━ 31.5/42.8 MB 150.9 MB/s eta 0:00:01 + ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╺━━━━━ 36.6/42.8 MB 151.1 MB/s eta 0:00:01 + ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╺ 42.1/42.8 MB 154.5 MB/s eta 0:00:01 + ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 42.8/42.8 MB 151.8 MB/s eta 0:00:01 + ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 42.8/42.8 MB 151.8 MB/s eta 0:00:01

 
-━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸━━━━ 38.1/42.8 MB 157.7 MB/s eta 0:00:01
-━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 42.8/42.8 MB 155.5 MB/s eta 0:00:01
-━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 42.8/42.8 MB 155.5 MB/s eta 0:00:01
-━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 42.8/42.8 MB 155.5 MB/s eta 0:00:01
-━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 42.8/42.8 MB 62.2 MB/s eta 0:00:00
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 42.8/42.8 MB 64.0 MB/s eta 0:00:00
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+   Requirement already satisfied: spacy-legacy<3.1.0,>=3.0.11 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (3.0.12)
+   Requirement already satisfied: spacy-loggers<2.0.0,>=1.0.0 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (1.0.5)
+   Requirement already satisfied: murmurhash<1.1.0,>=0.28.0 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (1.0.10)
+   Requirement already satisfied: cymem<2.1.0,>=2.0.2 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (2.0.8)
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+   Requirement already satisfied: thinc<8.3.0,>=8.1.8 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (8.2.2)
+   Requirement already satisfied: wasabi<1.2.0,>=0.9.1 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (1.1.2)
+   Requirement already satisfied: srsly<3.0.0,>=2.4.3 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (2.4.8)
+   Requirement already satisfied: catalogue<2.1.0,>=2.0.6 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (2.0.10)
+   Requirement already satisfied: weasel<0.4.0,>=0.1.0 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (0.3.4)
+   Requirement already satisfied: typer<0.10.0,>=0.3.0 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (0.9.0)
+   Requirement already satisfied: smart-open<7.0.0,>=5.2.1 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (6.4.0)
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+   Requirement already satisfied: requests<3.0.0,>=2.13.0 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (2.31.0)
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+   Requirement already satisfied: jinja2 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (3.1.3)
+   Requirement already satisfied: setuptools in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (58.1.0)
+   Requirement already satisfied: packaging>=20.0 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (23.2)
+   Requirement already satisfied: langcodes<4.0.0,>=3.2.0 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (3.3.0)
+   Requirement already satisfied: numpy>=1.19.0 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (1.23.4)
+   Requirement already satisfied: typing-extensions>=4.2.0 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from pydantic!=1.8,!=1.8.1,<3.0.0,>=1.7.4->spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (4.5.0)
+   Requirement already satisfied: charset-normalizer<4,>=2 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from requests<3.0.0,>=2.13.0->spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (3.3.2)
+   Requirement already satisfied: idna<4,>=2.5 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from requests<3.0.0,>=2.13.0->spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (2.10)
+   Requirement already satisfied: urllib3<3,>=1.21.1 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from requests<3.0.0,>=2.13.0->spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (2.2.0)
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+   Requirement already satisfied: blis<0.8.0,>=0.7.8 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from thinc<8.3.0,>=8.1.8->spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (0.7.11)
+   Requirement already satisfied: confection<1.0.0,>=0.0.1 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from thinc<8.3.0,>=8.1.8->spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (0.1.4)
-

 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸━━━━ 38.1/42.8 MB 157.7 MB/s eta 0:00:01 - ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 42.8/42.8 MB 155.5 MB/s eta 0:00:01 - ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 42.8/42.8 MB 155.5 MB/s eta 0:00:01 - ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╸ 42.8/42.8 MB 155.5 MB/s eta 0:00:01 - ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 42.8/42.8 MB 62.2 MB/s eta 0:00:00

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 Requirement already satisfied: spacy-legacy<3.1.0,>=3.0.11 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (3.0.12)
 Requirement already satisfied: spacy-loggers<2.0.0,>=1.0.0 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (1.0.5)
 Requirement already satisfied: murmurhash<1.1.0,>=0.28.0 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (1.0.10)
@@ -315,7 +327,7 @@ Requirement already satisfied: typer<0.10.0,>=0.3.0 in /opt/hostedtoolcach
 Requirement already satisfied: smart-open<7.0.0,>=5.2.1 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (6.4.0)
 Requirement already satisfied: tqdm<5.0.0,>=4.38.0 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (4.66.1)
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For the computationally demanding SummaryDetector, it is best to initialize the model first and then analyze each image while passing the model explicitly. This can be done in a separate loop or in the same loop as for text and emotion detection.

 

 
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@@ -7099,16 +34235,50 @@ Downloading data from 'https://github.com/serengil/deepface_models/releases/
 

 
 

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@@ -7189,30 +34359,6 @@ Downloading data from 'https://github.com/serengil/deepface_models/releases/
   
     
       0
-      data/106349S_por.png
-      NEWS URGENTE SAMSUNG AO VIVO Rio de Janeiro NO...
-      pt
-      NEWS URGENT SAMSUNG LIVE Rio de Janeiro NEW CO...
-      NEWS URGENT SAMSUNG LIVE Rio de Janeiro NEW CO...
-      NEW COUNTING METHOD RJ City HALL EXCLUDES 1,1...
-      NEGATIVE
-      0.99
-      [Rio de Janeiro, C, ##IT, ##Y, PLANALTO]
-      [LOC, ORG, LOC, ORG, LOC]
-      ...
-      No
-      1
-      [Yes]
-      [24]
-      [Man]
-      [None]
-      [None]
-      [None]
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-    
-    
-      1
       data/102141_2_eng.png
       CORONAVIRUS QUARANTINE CORONAVIRUS OUTBREAK BE...
       en
@@ -7233,7 +34379,31 @@ Downloading data from 'https://github.com/serengil/deepface_models/releases/
       [None]
       [None]
       a collage of images including a corona sign, a...
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+      [there are images including covidianne and cor...
+    
+    
+      1
+      data/106349S_por.png
+      NEWS URGENTE SAMSUNG AO VIVO Rio de Janeiro NO...
+      pt
+      NEWS URGENT SAMSUNG LIVE Rio de Janeiro NEW CO...
+      NEWS URGENT SAMSUNG LIVE Rio de Janeiro NEW CO...
+      NEW COUNTING METHOD RJ City HALL EXCLUDES 1,1...
+      NEGATIVE
+      0.99
+      [Rio de Janeiro, C, ##IT, ##Y, PLANALTO]
+      [LOC, ORG, LOC, ORG, LOC]
+      ...
+      No
+      1
+      [Yes]
+      [24]
+      [Man]
+      [None]
+      [None]
+      [None]
+      a man wearing a face mask while looking at a c...
+      [man in a white sweatshirt and white face mask...
     
     
       2
@@ -7257,7 +34427,7 @@ Downloading data from 'https://github.com/serengil/deepface_models/releases/
       [sad]
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@@ -7278,7 +34448,7 @@ Downloading data from 'https://github.com/serengil/deepface_models/releases/
 

 
The detector modules

 
The different detector modules with their options are explained in more detail in this section. ## Text detector Text on the images can be extracted using the TextDetector class (text module). The text is initally extracted using the Google Cloud Vision API and then translated into English with googletrans. The translated text is cleaned of whitespace, linebreaks, and numbers using Python syntax and spaCy.

-
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69cd67a8901748efad69d8c15a4622d3

 
The user can set if the text should be further summarized, and analyzed for sentiment and named entity recognition, by setting the keyword analyse_text to True (the default is False). If set, the transformers pipeline is used for each of these tasks, with the default models as of 03/2023. Other models can be selected by setting the optional keyword model_names to a list of selected models, on for each task:
 model_names=["sshleifer/distilbart-cnn-12-6", "distilbert-base-uncased-finetuned-sst-2-english", "dbmdz/bert-large-cased-finetuned-conll03-english"] for summary, sentiment, and ner. To be even more specific, revision numbers can also be selected by specifying the optional keyword revision_numbers to a list of revision numbers for each model, for example revision_numbers=["a4f8f3e", "af0f99b", "f2482bf"].

 
Please note that for the Google Cloud Vision API (the TextDetector class) you need to set a key in order to process the images. This key is ideally set as an environment variable using for example:

@@ -7349,7 +34519,7 @@ Downloading data from 'https://github.com/serengil/deepface_models/releases/
 

 
Image summary and query

 
The SummaryDetector can be used to generate image captions (summary) as well as visual question answering (VQA).

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This module is based on the LAVIS library. Since the models can be quite large, an initial object is created which will load the necessary models into RAM/VRAM and then use them in the analysis. The user can specify the type of analysis to be performed using the analysis_type keyword. Setting it to summary will generate a caption (summary), questions will prepare answers (VQA) to a list of questions as set by the user,
 summary_and_questions will do both. Note that the desired analysis type needs to be set here in the initialization of the detector object, and not when running the analysis for each image; the same holds true for the selected model.

 

@@ -7453,7 +34623,7 @@ Downloading data from 'https://github.com/serengil/deepface_models/releases/
 

 
Detection of faces and facial expression analysis

 
Faces and facial expressions are detected and analyzed using the EmotionDetector class from the faces module. Initially, it is detected if faces are present on the image using RetinaFace, followed by analysis if face masks are worn (Face-Mask-Detection). The detection of age, gender, race, and emotions is carried out with deepface.

-
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Depending on the features found on the image, the face detection module returns a different analysis content: If no faces are found on the image, all further steps are skipped and the result "face": "No", "multiple_faces": "No", "no_faces": 0, "wears_mask": ["No"], "age": [None], "gender": [None], "race": [None], "emotion": [None], "emotion (category)": [None] is returned. If one or several faces are found, up to three faces are analyzed if they are partially concealed by a face mask. If
 yes, only age and gender are detected; if no, also race, emotion, and dominant emotion are detected. In case of the latter, the output could look like this: "face": "Yes", "multiple_faces": "Yes", "no_faces": 2, "wears_mask": ["No", "No"], "age": [27, 28], "gender": ["Man", "Man"], "race": ["asian", None], "emotion": ["angry", "neutral"], "emotion (category)": ["Negative", "Neutral"], where for the two faces that are detected (given by no_faces), some of the values are returned as a list
 with the first item for the first (largest) face and the second item for the second (smaller) face (for example, "emotion" returns a list ["angry", "neutral"] signifying the first face expressing anger, and the second face having a neutral expression).

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The thresholds can be adapted interactively in the notebook interface and the optimal value can then be used in a subsequent analysis of the whole data set.

 
The output keys that are generated are

 
diff --git a/build/html/notebooks/DemoNotebook_ammico.ipynb b/build/html/notebooks/DemoNotebook_ammico.ipynb
index 33851fc..2b211fc 100644
--- a/build/html/notebooks/DemoNotebook_ammico.ipynb
+++ b/build/html/notebooks/DemoNotebook_ammico.ipynb
@@ -17,10 +17,10 @@
    "execution_count": 1,
    "metadata": {
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-     "iopub.execute_input": "2024-01-16T10:18:50.773395Z",
-     "iopub.status.busy": "2024-01-16T10:18:50.772940Z",
-     "iopub.status.idle": "2024-01-16T10:18:50.781047Z",
-     "shell.execute_reply": "2024-01-16T10:18:50.780521Z"
+     "iopub.execute_input": "2024-01-31T13:24:26.657882Z",
+     "iopub.status.busy": "2024-01-31T13:24:26.657686Z",
+     "iopub.status.idle": "2024-01-31T13:24:26.665077Z",
+     "shell.execute_reply": "2024-01-31T13:24:26.664479Z"
     }
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    "outputs": [],
@@ -53,10 +53,10 @@
    "execution_count": 2,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:18:50.783655Z",
-     "iopub.status.busy": "2024-01-16T10:18:50.783228Z",
-     "iopub.status.idle": "2024-01-16T10:19:00.929347Z",
-     "shell.execute_reply": "2024-01-16T10:19:00.928722Z"
+     "iopub.execute_input": "2024-01-31T13:24:26.667625Z",
+     "iopub.status.busy": "2024-01-31T13:24:26.667293Z",
+     "iopub.status.idle": "2024-01-31T13:24:36.428947Z",
+     "shell.execute_reply": "2024-01-31T13:24:36.428386Z"
     }
    },
    "outputs": [],
@@ -87,10 +87,10 @@
    "execution_count": 3,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:19:00.932393Z",
-     "iopub.status.busy": "2024-01-16T10:19:00.931755Z",
-     "iopub.status.idle": "2024-01-16T10:19:00.936414Z",
-     "shell.execute_reply": "2024-01-16T10:19:00.935785Z"
+     "iopub.execute_input": "2024-01-31T13:24:36.431812Z",
+     "iopub.status.busy": "2024-01-31T13:24:36.431214Z",
+     "iopub.status.idle": "2024-01-31T13:24:36.435987Z",
+     "shell.execute_reply": "2024-01-31T13:24:36.435503Z"
     }
    },
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@@ -123,10 +123,10 @@
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-     "iopub.status.idle": "2024-01-16T10:19:00.965838Z",
-     "shell.execute_reply": "2024-01-16T10:19:00.964866Z"
+     "iopub.execute_input": "2024-01-31T13:24:36.438377Z",
+     "iopub.status.busy": "2024-01-31T13:24:36.438011Z",
+     "iopub.status.idle": "2024-01-31T13:24:36.462080Z",
+     "shell.execute_reply": "2024-01-31T13:24:36.461225Z"
     }
    },
    "outputs": [
@@ -145,7 +145,7 @@
        "        "
       ],
       "text/plain": [
-       ""
+       ""
       ]
      },
      "metadata": {},
@@ -171,10 +171,10 @@
    "execution_count": 5,
    "metadata": {
     "execution": {
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-     "iopub.status.idle": "2024-01-16T10:20:49.705566Z",
-     "shell.execute_reply": "2024-01-16T10:20:49.704947Z"
+     "iopub.execute_input": "2024-01-31T13:24:36.504236Z",
+     "iopub.status.busy": "2024-01-31T13:24:36.503819Z",
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+     "shell.execute_reply": "2024-01-31T13:26:22.791466Z"
     }
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    "outputs": [
@@ -182,20 +182,20 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Collecting en-core-web-md==3.7.1\n",
-      "  Downloading https://github.com/explosion/spacy-models/releases/download/en_core_web_md-3.7.1/en_core_web_md-3.7.1-py3-none-any.whl (42.8 MB)\n"
+      "Collecting en-core-web-md==3.7.1\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
+      "  Downloading https://github.com/explosion/spacy-models/releases/download/en_core_web_md-3.7.1/en_core_web_md-3.7.1-py3-none-any.whl (42.8 MB)\n",
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+      "\u001b[2K     \u001b[91m━━\u001b[0m\u001b[90m╺\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m2.2/42.8 MB\u001b[0m \u001b[31m65.8 MB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m\r",
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+      "\u001b[2K     \u001b[91m━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[90m╺\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m21.2/42.8 MB\u001b[0m \u001b[31m136.9 MB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m"
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+      "\u001b[2K     \u001b[91m━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[91m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━\u001b[0m \u001b[32m26.3/42.8 MB\u001b[0m \u001b[31m140.8 MB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m\r",
+      "\u001b[2K     \u001b[91m━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[91m╸\u001b[0m\u001b[90m━━━━━━━━━━\u001b[0m \u001b[32m31.5/42.8 MB\u001b[0m \u001b[31m150.9 MB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m\r",
+      "\u001b[2K     \u001b[91m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[90m╺\u001b[0m\u001b[90m━━━━━\u001b[0m \u001b[32m36.6/42.8 MB\u001b[0m \u001b[31m151.1 MB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m\r",
+      "\u001b[2K     \u001b[91m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[90m╺\u001b[0m \u001b[32m42.1/42.8 MB\u001b[0m \u001b[31m154.5 MB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m\r",
+      "\u001b[2K     \u001b[91m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[91m╸\u001b[0m \u001b[32m42.8/42.8 MB\u001b[0m \u001b[31m151.8 MB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m\r",
+      "\u001b[2K     \u001b[91m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[91m╸\u001b[0m \u001b[32m42.8/42.8 MB\u001b[0m \u001b[31m151.8 MB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m"
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      "output_type": "stream",
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-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
+      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m42.8/42.8 MB\u001b[0m \u001b[31m64.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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-      "Requirement already satisfied: pydantic!=1.8,!=1.8.1,<3.0.0,>=1.7.4 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (1.10.13)\n",
+      "Requirement already satisfied: pydantic!=1.8,!=1.8.1,<3.0.0,>=1.7.4 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (1.10.14)\n",
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-      "Requirement already satisfied: urllib3<3,>=1.21.1 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from requests<3.0.0,>=2.13.0->spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (2.1.0)\n",
+      "Requirement already satisfied: urllib3<3,>=1.21.1 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from requests<3.0.0,>=2.13.0->spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (2.2.0)\n",
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+      "Requirement already satisfied: confection<1.0.0,>=0.0.1 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from thinc<8.3.0,>=8.1.8->spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (0.1.4)\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Requirement already satisfied: MarkupSafe>=2.0 in /opt/hostedtoolcache/Python/3.9.18/x64/lib/python3.9/site-packages (from jinja2->spacy<3.8.0,>=3.7.2->en-core-web-md==3.7.1) (2.1.4)\n"
      ]
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       "\r",
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      ]
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       "\r",
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+      "pytorch_model.bin:   3%|▎         | 31.5M/1.22G [00:00<00:05, 234MB/s]"
      ]
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       "\r",
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+      "pytorch_model.bin:   5%|▌         | 62.9M/1.22G [00:00<00:04, 254MB/s]"
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       "\r",
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       "\r",
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    "execution_count": 6,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:20:49.708077Z",
-     "iopub.status.busy": "2024-01-16T10:20:49.707820Z",
-     "iopub.status.idle": "2024-01-16T10:22:16.351629Z",
-     "shell.execute_reply": "2024-01-16T10:22:16.350854Z"
+     "iopub.execute_input": "2024-01-31T13:26:22.794706Z",
+     "iopub.status.busy": "2024-01-31T13:26:22.794298Z",
+     "iopub.status.idle": "2024-01-31T13:29:58.441037Z",
+     "shell.execute_reply": "2024-01-31T13:29:58.440341Z"
     }
    },
    "outputs": [
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      "text": [
       "\r",
-      "  1%|          | 16.0M/2.50G [00:00<00:34, 77.2MB/s]"
+      "  0%|          | 3.25M/2.50G [00:00<02:27, 18.2MB/s]"
      ]
     },
     {
@@ -1638,7 +1642,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  1%|          | 32.0M/2.50G [00:00<00:27, 97.0MB/s]"
+      "  0%|          | 5.44M/2.50G [00:00<02:14, 19.9MB/s]"
      ]
     },
     {
@@ -1646,7 +1650,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  2%|▏         | 48.0M/2.50G [00:00<00:24, 109MB/s] "
+      "  0%|          | 7.34M/2.50G [00:00<02:27, 18.2MB/s]"
      ]
     },
     {
@@ -1654,7 +1658,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  2%|▏         | 62.7M/2.50G [00:00<00:21, 122MB/s]"
+      "  0%|          | 9.38M/2.50G [00:00<02:19, 19.2MB/s]"
      ]
     },
     {
@@ -1662,7 +1666,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  3%|▎         | 75.4M/2.50G [00:00<00:20, 126MB/s]"
+      "  0%|          | 11.6M/2.50G [00:00<02:09, 20.6MB/s]"
      ]
     },
     {
@@ -1670,7 +1674,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  4%|▎         | 95.8M/2.50G [00:00<00:17, 152MB/s]"
+      "  1%|          | 14.0M/2.50G [00:00<02:02, 21.8MB/s]"
      ]
     },
     {
@@ -1678,7 +1682,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  4%|▍         | 111M/2.50G [00:00<00:16, 153MB/s] "
+      "  1%|          | 16.8M/2.50G [00:00<01:51, 24.0MB/s]"
      ]
     },
     {
@@ -1686,7 +1690,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  5%|▌         | 135M/2.50G [00:01<00:13, 182MB/s]"
+      "  1%|          | 19.1M/2.50G [00:00<01:53, 23.6MB/s]"
      ]
     },
     {
@@ -1694,7 +1698,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  6%|▌         | 158M/2.50G [00:01<00:12, 201MB/s]"
+      "  1%|          | 24.0M/2.50G [00:01<01:24, 31.6MB/s]"
      ]
     },
     {
@@ -1702,7 +1706,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  7%|▋         | 185M/2.50G [00:01<00:11, 225MB/s]"
+      "  1%|          | 27.3M/2.50G [00:01<01:22, 32.2MB/s]"
      ]
     },
     {
@@ -1710,7 +1714,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  8%|▊         | 210M/2.50G [00:01<00:10, 238MB/s]"
+      "  1%|          | 30.7M/2.50G [00:01<01:19, 33.3MB/s]"
      ]
     },
     {
@@ -1718,7 +1722,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  9%|▉         | 236M/2.50G [00:01<00:09, 249MB/s]"
+      "  1%|▏         | 33.9M/2.50G [00:01<01:20, 33.0MB/s]"
      ]
     },
     {
@@ -1726,7 +1730,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 10%|█         | 269M/2.50G [00:01<00:08, 277MB/s]"
+      "  1%|▏         | 37.0M/2.50G [00:01<01:29, 29.5MB/s]"
      ]
     },
     {
@@ -1734,7 +1738,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 12%|█▏        | 296M/2.50G [00:01<00:09, 253MB/s]"
+      "  2%|▏         | 41.6M/2.50G [00:01<01:16, 34.4MB/s]"
      ]
     },
     {
@@ -1742,7 +1746,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 13%|█▎        | 329M/2.50G [00:01<00:08, 280MB/s]"
+      "  2%|▏         | 45.0M/2.50G [00:01<01:21, 32.6MB/s]"
      ]
     },
     {
@@ -1750,7 +1754,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 14%|█▍        | 359M/2.50G [00:01<00:08, 288MB/s]"
+      "  2%|▏         | 48.6M/2.50G [00:01<01:18, 33.8MB/s]"
      ]
     },
     {
@@ -1758,7 +1762,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 15%|█▌        | 387M/2.50G [00:01<00:07, 291MB/s]"
+      "  2%|▏         | 51.9M/2.50G [00:01<01:18, 33.7MB/s]"
      ]
     },
     {
@@ -1766,7 +1770,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 16%|█▋        | 419M/2.50G [00:02<00:07, 303MB/s]"
+      "  2%|▏         | 57.1M/2.50G [00:02<01:06, 39.6MB/s]"
      ]
     },
     {
@@ -1774,7 +1778,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 18%|█▊        | 452M/2.50G [00:02<00:07, 316MB/s]"
+      "  2%|▏         | 60.9M/2.50G [00:02<01:15, 34.8MB/s]"
      ]
     },
     {
@@ -1782,7 +1786,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 19%|█▉        | 482M/2.50G [00:02<00:07, 300MB/s]"
+      "  3%|▎         | 65.5M/2.50G [00:02<01:08, 38.2MB/s]"
      ]
     },
     {
@@ -1790,7 +1794,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 20%|█▉        | 511M/2.50G [00:02<00:07, 291MB/s]"
+      "  3%|▎         | 69.9M/2.50G [00:02<01:05, 40.2MB/s]"
      ]
     },
     {
@@ -1798,7 +1802,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 21%|██        | 539M/2.50G [00:02<00:07, 278MB/s]"
+      "  3%|▎         | 74.4M/2.50G [00:02<01:02, 42.0MB/s]"
      ]
     },
     {
@@ -1806,7 +1810,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 22%|██▏       | 566M/2.50G [00:02<00:07, 277MB/s]"
+      "  3%|▎         | 78.5M/2.50G [00:02<01:18, 33.2MB/s]"
      ]
     },
     {
@@ -1814,7 +1818,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 23%|██▎       | 592M/2.50G [00:02<00:07, 276MB/s]"
+      "  3%|▎         | 82.0M/2.50G [00:02<01:17, 33.7MB/s]"
      ]
     },
     {
@@ -1822,7 +1826,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 24%|██▍       | 619M/2.50G [00:02<00:07, 274MB/s]"
+      "  3%|▎         | 85.5M/2.50G [00:02<01:17, 33.4MB/s]"
      ]
     },
     {
@@ -1830,7 +1834,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 25%|██▌       | 645M/2.50G [00:02<00:07, 273MB/s]"
+      "  3%|▎         | 89.5M/2.50G [00:02<01:13, 35.5MB/s]"
      ]
     },
     {
@@ -1838,7 +1842,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 26%|██▌       | 671M/2.50G [00:03<00:07, 261MB/s]"
+      "  4%|▎         | 94.1M/2.50G [00:03<01:06, 38.9MB/s]"
      ]
     },
     {
@@ -1846,7 +1850,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 27%|██▋       | 697M/2.50G [00:03<00:07, 263MB/s]"
+      "  4%|▍         | 98.2M/2.50G [00:03<01:04, 39.9MB/s]"
      ]
     },
     {
@@ -1854,7 +1858,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 28%|██▊       | 722M/2.50G [00:03<00:07, 265MB/s]"
+      "  4%|▍         | 102M/2.50G [00:03<01:05, 39.6MB/s] "
      ]
     },
     {
@@ -1862,7 +1866,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 29%|██▉       | 748M/2.50G [00:03<00:07, 267MB/s]"
+      "  4%|▍         | 106M/2.50G [00:03<01:14, 34.7MB/s]"
      ]
     },
     {
@@ -1870,7 +1874,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 30%|███       | 774M/2.50G [00:03<00:07, 267MB/s]"
+      "  4%|▍         | 109M/2.50G [00:03<01:18, 32.9MB/s]"
      ]
     },
     {
@@ -1878,7 +1882,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 31%|███       | 799M/2.50G [00:03<00:06, 267MB/s]"
+      "  4%|▍         | 113M/2.50G [00:03<01:15, 34.1MB/s]"
      ]
     },
     {
@@ -1886,7 +1890,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 32%|███▏      | 832M/2.50G [00:03<00:06, 290MB/s]"
+      "  5%|▍         | 117M/2.50G [00:03<01:10, 36.2MB/s]"
      ]
     },
     {
@@ -1894,7 +1898,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 34%|███▎      | 864M/2.50G [00:03<00:05, 303MB/s]"
+      "  5%|▍         | 121M/2.50G [00:03<01:09, 36.9MB/s]"
      ]
     },
     {
@@ -1902,7 +1906,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 35%|███▍      | 897M/2.50G [00:03<00:05, 315MB/s]"
+      "  5%|▍         | 125M/2.50G [00:03<01:07, 37.9MB/s]"
      ]
     },
     {
@@ -1910,7 +1914,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 36%|███▌      | 927M/2.50G [00:03<00:05, 294MB/s]"
+      "  5%|▌         | 128M/2.50G [00:04<01:07, 38.1MB/s]"
      ]
     },
     {
@@ -1918,7 +1922,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 37%|███▋      | 955M/2.50G [00:04<00:05, 293MB/s]"
+      "  5%|▌         | 132M/2.50G [00:04<01:12, 35.0MB/s]"
      ]
     },
     {
@@ -1926,7 +1930,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 39%|███▊      | 988M/2.50G [00:04<00:05, 307MB/s]"
+      "  5%|▌         | 136M/2.50G [00:04<01:12, 35.2MB/s]"
      ]
     },
     {
@@ -1934,7 +1938,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 40%|███▉      | 0.99G/2.50G [00:04<00:05, 286MB/s]"
+      "  5%|▌         | 140M/2.50G [00:04<01:07, 37.5MB/s]"
      ]
     },
     {
@@ -1942,7 +1946,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 41%|████      | 1.02G/2.50G [00:04<00:05, 281MB/s]"
+      "  6%|▌         | 144M/2.50G [00:04<01:03, 39.6MB/s]"
      ]
     },
     {
@@ -1950,7 +1954,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 42%|████▏     | 1.05G/2.50G [00:04<00:05, 272MB/s]"
+      "  6%|▌         | 148M/2.50G [00:04<01:06, 38.2MB/s]"
      ]
     },
     {
@@ -1958,7 +1962,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 43%|████▎     | 1.08G/2.50G [00:04<00:05, 280MB/s]"
+      "  6%|▌         | 153M/2.50G [00:04<00:59, 42.3MB/s]"
      ]
     },
     {
@@ -1966,7 +1970,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 44%|████▍     | 1.11G/2.50G [00:04<00:05, 292MB/s]"
+      "  6%|▌         | 157M/2.50G [00:04<01:03, 39.8MB/s]"
      ]
     },
     {
@@ -1974,7 +1978,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 45%|████▌     | 1.14G/2.50G [00:04<00:04, 301MB/s]"
+      "  6%|▋         | 161M/2.50G [00:05<01:15, 33.5MB/s]"
      ]
     },
     {
@@ -1982,7 +1986,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 46%|████▋     | 1.16G/2.50G [00:04<00:04, 303MB/s]"
+      "  6%|▋         | 164M/2.50G [00:05<01:19, 31.6MB/s]"
      ]
     },
     {
@@ -1990,7 +1994,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 48%|████▊     | 1.19G/2.50G [00:04<00:04, 305MB/s]"
+      "  7%|▋         | 169M/2.50G [00:05<01:20, 31.1MB/s]"
      ]
     },
     {
@@ -1998,7 +2002,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 49%|████▉     | 1.22G/2.50G [00:05<00:04, 314MB/s]"
+      "  7%|▋         | 172M/2.50G [00:05<01:22, 30.5MB/s]"
      ]
     },
     {
@@ -2006,7 +2010,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 50%|█████     | 1.26G/2.50G [00:05<00:04, 320MB/s]"
+      "  7%|▋         | 177M/2.50G [00:05<01:11, 35.1MB/s]"
      ]
     },
     {
@@ -2014,7 +2018,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 51%|█████▏    | 1.29G/2.50G [00:05<00:04, 322MB/s]"
+      "  7%|▋         | 180M/2.50G [00:05<01:13, 34.2MB/s]"
      ]
     },
     {
@@ -2022,7 +2026,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 53%|█████▎    | 1.32G/2.50G [00:05<00:04, 310MB/s]"
+      "  7%|▋         | 184M/2.50G [00:05<01:24, 29.6MB/s]"
      ]
     },
     {
@@ -2030,7 +2034,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 54%|█████▎    | 1.34G/2.50G [00:05<00:04, 306MB/s]"
+      "  7%|▋         | 187M/2.50G [00:05<01:31, 27.2MB/s]"
      ]
     },
     {
@@ -2038,7 +2042,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 55%|█████▍    | 1.38G/2.50G [00:05<00:03, 310MB/s]"
+      "  7%|▋         | 190M/2.50G [00:06<01:33, 26.7MB/s]"
      ]
     },
     {
@@ -2046,7 +2050,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 56%|█████▌    | 1.40G/2.50G [00:05<00:03, 309MB/s]"
+      "  8%|▊         | 193M/2.50G [00:06<01:38, 25.2MB/s]"
      ]
     },
     {
@@ -2054,7 +2058,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 57%|█████▋    | 1.43G/2.50G [00:05<00:03, 304MB/s]"
+      "  8%|▊         | 195M/2.50G [00:06<01:34, 26.3MB/s]"
      ]
     },
     {
@@ -2062,7 +2066,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 58%|█████▊    | 1.46G/2.50G [00:05<00:03, 310MB/s]"
+      "  8%|▊         | 200M/2.50G [00:06<01:20, 30.7MB/s]"
      ]
     },
     {
@@ -2070,7 +2074,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 60%|█████▉    | 1.49G/2.50G [00:06<00:03, 304MB/s]"
+      "  8%|▊         | 203M/2.50G [00:06<01:29, 27.7MB/s]"
      ]
     },
     {
@@ -2078,7 +2082,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 61%|██████    | 1.52G/2.50G [00:06<00:03, 311MB/s]"
+      "  8%|▊         | 206M/2.50G [00:06<01:21, 30.5MB/s]"
      ]
     },
     {
@@ -2086,7 +2090,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 62%|██████▏   | 1.55G/2.50G [00:06<00:03, 315MB/s]"
+      "  8%|▊         | 209M/2.50G [00:06<01:21, 30.1MB/s]"
      ]
     },
     {
@@ -2094,7 +2098,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 63%|██████▎   | 1.58G/2.50G [00:06<00:03, 307MB/s]"
+      "  8%|▊         | 213M/2.50G [00:06<01:15, 32.5MB/s]"
      ]
     },
     {
@@ -2102,7 +2106,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 64%|██████▍   | 1.61G/2.50G [00:06<00:03, 266MB/s]"
+      "  8%|▊         | 217M/2.50G [00:06<01:09, 35.6MB/s]"
      ]
     },
     {
@@ -2110,7 +2114,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 65%|██████▌   | 1.64G/2.50G [00:06<00:03, 258MB/s]"
+      "  9%|▊         | 221M/2.50G [00:07<01:19, 31.0MB/s]"
      ]
     },
     {
@@ -2118,7 +2122,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 66%|██████▋   | 1.66G/2.50G [00:06<00:03, 257MB/s]"
+      "  9%|▉         | 225M/2.50G [00:07<01:11, 34.5MB/s]"
      ]
     },
     {
@@ -2126,7 +2130,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 67%|██████▋   | 1.69G/2.50G [00:06<00:03, 260MB/s]"
+      "  9%|▉         | 229M/2.50G [00:07<01:15, 32.6MB/s]"
      ]
     },
     {
@@ -2134,7 +2138,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 68%|██████▊   | 1.71G/2.50G [00:06<00:03, 263MB/s]"
+      "  9%|▉         | 232M/2.50G [00:07<01:13, 33.1MB/s]"
      ]
     },
     {
@@ -2142,7 +2146,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 69%|██████▉   | 1.74G/2.50G [00:07<00:03, 268MB/s]"
+      "  9%|▉         | 235M/2.50G [00:07<01:36, 25.3MB/s]"
      ]
     },
     {
@@ -2150,7 +2154,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 70%|███████   | 1.76G/2.50G [00:07<00:03, 256MB/s]"
+      "  9%|▉         | 238M/2.50G [00:07<01:29, 27.4MB/s]"
      ]
     },
     {
@@ -2158,7 +2162,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 71%|███████▏  | 1.79G/2.50G [00:07<00:02, 260MB/s]"
+      "  9%|▉         | 242M/2.50G [00:07<01:18, 30.9MB/s]"
      ]
     },
     {
@@ -2166,7 +2170,7 @@
      "output_type": "stream",
      "text": [
       "\r",
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+      " 10%|▉         | 247M/2.50G [00:07<01:09, 34.7MB/s]"
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@@ -2174,7 +2178,7 @@
      "output_type": "stream",
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+      " 10%|▉         | 250M/2.50G [00:08<01:09, 34.9MB/s]"
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      "output_type": "stream",
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       "\r",
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+      " 10%|▉         | 255M/2.50G [00:08<01:01, 39.1MB/s]"
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      "output_type": "stream",
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       "\r",
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+      " 10%|█         | 259M/2.50G [00:08<01:01, 39.3MB/s]"
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@@ -2198,7 +2202,7 @@
      "output_type": "stream",
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       "\r",
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+      " 10%|█         | 263M/2.50G [00:08<00:58, 40.9MB/s]"
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@@ -2206,7 +2210,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 77%|███████▋  | 1.93G/2.50G [00:09<00:04, 125MB/s]"
+      " 10%|█         | 268M/2.50G [00:08<00:57, 42.2MB/s]"
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@@ -2214,7 +2218,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 78%|███████▊  | 1.95G/2.50G [00:09<00:04, 141MB/s]"
+      " 11%|█         | 272M/2.50G [00:08<01:00, 39.8MB/s]"
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@@ -2222,7 +2226,7 @@
      "output_type": "stream",
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       "\r",
-      " 79%|███████▉  | 1.97G/2.50G [00:09<00:03, 157MB/s]"
+      " 11%|█         | 276M/2.50G [00:08<01:04, 37.1MB/s]"
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@@ -2230,7 +2234,7 @@
      "output_type": "stream",
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       "\r",
-      " 80%|███████▉  | 2.00G/2.50G [00:09<00:02, 182MB/s]"
+      " 11%|█         | 280M/2.50G [00:08<01:02, 38.0MB/s]"
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@@ -2238,7 +2242,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 81%|████████  | 2.02G/2.50G [00:09<00:02, 189MB/s]"
+      " 11%|█         | 284M/2.50G [00:08<00:58, 41.1MB/s]"
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     },
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@@ -2246,7 +2250,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 82%|████████▏ | 2.04G/2.50G [00:09<00:02, 198MB/s]"
+      " 11%|█▏        | 288M/2.50G [00:09<01:03, 37.7MB/s]"
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@@ -2254,7 +2258,7 @@
      "output_type": "stream",
      "text": [
       "\r",
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+      " 11%|█▏        | 292M/2.50G [00:09<01:25, 27.9MB/s]"
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@@ -2262,7 +2266,7 @@
      "output_type": "stream",
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       "\r",
-      " 84%|████████▎ | 2.09G/2.50G [00:09<00:01, 235MB/s]"
+      " 12%|█▏        | 297M/2.50G [00:09<01:14, 31.9MB/s]"
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@@ -2270,7 +2274,7 @@
      "output_type": "stream",
      "text": [
       "\r",
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+      " 12%|█▏        | 301M/2.50G [00:09<01:06, 35.8MB/s]"
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@@ -2278,7 +2282,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 86%|████████▌ | 2.15G/2.50G [00:10<00:01, 270MB/s]"
+      " 12%|█▏        | 305M/2.50G [00:09<01:04, 36.4MB/s]"
      ]
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@@ -2286,7 +2290,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 87%|████████▋ | 2.18G/2.50G [00:10<00:01, 280MB/s]"
+      " 12%|█▏        | 309M/2.50G [00:09<01:02, 37.7MB/s]"
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@@ -2294,7 +2298,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 88%|████████▊ | 2.21G/2.50G [00:11<00:05, 54.0MB/s]"
+      " 12%|█▏        | 314M/2.50G [00:09<00:58, 40.6MB/s]"
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@@ -2302,7 +2306,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 89%|████████▉ | 2.23G/2.50G [00:11<00:04, 64.3MB/s]"
+      " 12%|█▏        | 318M/2.50G [00:09<01:04, 36.7MB/s]"
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@@ -2310,7 +2314,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 90%|████████▉ | 2.24G/2.50G [00:13<00:08, 33.9MB/s]"
+      " 13%|█▎        | 321M/2.50G [00:10<01:03, 36.8MB/s]"
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@@ -2318,7 +2322,7 @@
      "output_type": "stream",
      "text": [
       "\r",
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+      " 13%|█▎        | 326M/2.50G [00:10<00:57, 40.8MB/s]"
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@@ -2326,7 +2330,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 91%|█████████ | 2.27G/2.50G [00:13<00:05, 44.6MB/s]"
+      " 13%|█▎        | 330M/2.50G [00:10<01:22, 28.4MB/s]"
      ]
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@@ -2334,7 +2338,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 91%|█████████ | 2.28G/2.50G [00:13<00:04, 51.3MB/s]"
+      " 13%|█▎        | 334M/2.50G [00:10<01:17, 30.1MB/s]"
      ]
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@@ -2342,7 +2346,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 92%|█████████▏| 2.30G/2.50G [00:13<00:03, 63.8MB/s]"
+      " 13%|█▎        | 337M/2.50G [00:10<01:19, 29.5MB/s]"
      ]
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@@ -2350,7 +2354,7 @@
      "output_type": "stream",
      "text": [
       "\r",
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+      " 13%|█▎        | 342M/2.50G [00:10<01:06, 35.2MB/s]"
      ]
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@@ -2358,7 +2362,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 93%|█████████▎| 2.33G/2.50G [00:13<00:02, 85.8MB/s]"
+      " 14%|█▎        | 347M/2.50G [00:10<01:02, 36.9MB/s]"
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@@ -2366,7 +2370,7 @@
      "output_type": "stream",
      "text": [
       "\r",
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@@ -2374,7 +2378,7 @@
      "output_type": "stream",
      "text": [
       "\r",
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+      " 14%|█▍        | 354M/2.50G [00:11<01:06, 34.8MB/s]"
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      "output_type": "stream",
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       "\r",
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+      " 14%|█▍        | 358M/2.50G [00:11<01:02, 36.9MB/s]"
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@@ -2390,7 +2394,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 96%|█████████▌| 2.40G/2.50G [00:14<00:00, 139MB/s]"
+      " 14%|█▍        | 362M/2.50G [00:11<01:09, 33.1MB/s]"
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@@ -2398,7 +2402,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 96%|█████████▋| 2.42G/2.50G [00:14<00:00, 151MB/s]"
+      " 14%|█▍        | 366M/2.50G [00:11<01:02, 37.0MB/s]"
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@@ -2406,7 +2410,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 97%|█████████▋| 2.44G/2.50G [00:14<00:00, 175MB/s]"
+      " 14%|█▍        | 371M/2.50G [00:11<00:57, 40.2MB/s]"
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@@ -2414,7 +2418,7 @@
      "output_type": "stream",
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       "\r",
-      " 98%|█████████▊| 2.46G/2.50G [00:14<00:00, 186MB/s]"
+      " 15%|█▍        | 375M/2.50G [00:11<01:12, 31.5MB/s]"
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@@ -2422,7 +2426,7 @@
      "output_type": "stream",
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       "\r",
-      " 99%|█████████▉| 2.48G/2.50G [00:16<00:00, 39.9MB/s]"
+      " 15%|█▍        | 379M/2.50G [00:11<01:06, 34.2MB/s]"
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      "output_type": "stream",
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       "\r",
-      "100%|█████████▉| 2.49G/2.50G [00:16<00:00, 49.7MB/s]"
+      " 15%|█▍        | 383M/2.50G [00:12<01:20, 28.3MB/s]"
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@@ -2438,7 +2442,4871 @@
      "output_type": "stream",
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       "\r",
-      "100%|██████████| 2.50G/2.50G [00:16<00:00, 165MB/s] "
+      " 15%|█▌        | 386M/2.50G [00:12<01:17, 29.5MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      " 15%|█▌        | 389M/2.50G [00:12<01:20, 28.5MB/s]"
+     ]
+    },
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+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      " 15%|█▌        | 392M/2.50G [00:12<01:19, 28.7MB/s]"
+     ]
+    },
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+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      " 15%|█▌        | 396M/2.50G [00:12<01:11, 31.9MB/s]"
+     ]
+    },
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+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+    },
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+     "name": "stderr",
+     "output_type": "stream",
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+    },
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+     "name": "stderr",
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+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      " 97%|█████████▋| 2.44G/2.50G [01:21<00:03, 21.3MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      " 97%|█████████▋| 2.44G/2.50G [01:21<00:02, 24.0MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
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+      "\r",
+      " 98%|█████████▊| 2.44G/2.50G [01:21<00:02, 22.0MB/s]"
+     ]
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+    {
+     "name": "stderr",
+     "output_type": "stream",
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+      "\r",
+      " 98%|█████████▊| 2.45G/2.50G [01:21<00:02, 24.1MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      " 98%|█████████▊| 2.45G/2.50G [01:22<00:02, 22.5MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      " 98%|█████████▊| 2.45G/2.50G [01:22<00:02, 20.4MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      " 98%|█████████▊| 2.45G/2.50G [01:22<00:02, 22.6MB/s]"
+     ]
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+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      " 98%|█████████▊| 2.46G/2.50G [01:22<00:02, 21.4MB/s]"
+     ]
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+    {
+     "name": "stderr",
+     "output_type": "stream",
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+      "\r",
+      " 98%|█████████▊| 2.46G/2.50G [01:22<00:02, 20.6MB/s]"
+     ]
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+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      " 98%|█████████▊| 2.46G/2.50G [01:22<00:02, 22.7MB/s]"
+     ]
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+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
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+      " 98%|█████████▊| 2.46G/2.50G [01:22<00:01, 22.2MB/s]"
+     ]
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+    {
+     "name": "stderr",
+     "output_type": "stream",
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+      " 98%|█████████▊| 2.47G/2.50G [01:23<00:04, 9.43MB/s]"
+     ]
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+    {
+     "name": "stderr",
+     "output_type": "stream",
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+      " 99%|█████████▊| 2.47G/2.50G [01:23<00:03, 10.7MB/s]"
+     ]
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+    {
+     "name": "stderr",
+     "output_type": "stream",
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+      " 99%|█████████▊| 2.47G/2.50G [01:23<00:02, 13.0MB/s]"
+     ]
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+    {
+     "name": "stderr",
+     "output_type": "stream",
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+      " 99%|█████████▉| 2.47G/2.50G [01:23<00:02, 16.0MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
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+      "\r",
+      " 99%|█████████▉| 2.47G/2.50G [01:23<00:01, 16.5MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      " 99%|█████████▉| 2.48G/2.50G [01:23<00:01, 17.3MB/s]"
+     ]
+    },
+    {
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+     "text": [
+      "\r",
+      " 99%|█████████▉| 2.48G/2.50G [01:24<00:01, 17.9MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      " 99%|█████████▉| 2.48G/2.50G [01:24<00:01, 18.8MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      " 99%|█████████▉| 2.48G/2.50G [01:24<00:01, 21.1MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      " 99%|█████████▉| 2.49G/2.50G [01:24<00:00, 21.3MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      " 99%|█████████▉| 2.49G/2.50G [01:24<00:00, 23.7MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      " 99%|█████████▉| 2.49G/2.50G [01:24<00:00, 26.2MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "100%|█████████▉| 2.50G/2.50G [01:24<00:00, 32.0MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "100%|█████████▉| 2.50G/2.50G [01:24<00:00, 28.1MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "100%|█████████▉| 2.50G/2.50G [01:24<00:00, 33.6MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
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+      "  0%|          | 5.50M/1.35G [00:00<00:45, 31.6MB/s]"
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      "output_type": "stream",
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       "\r",
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+      "  1%|          | 8.51M/1.35G [00:00<01:13, 19.5MB/s]"
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      "output_type": "stream",
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      "output_type": "stream",
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      "output_type": "stream",
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      "output_type": "stream",
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      "output_type": "stream",
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-      " 11%|█         | 152M/1.35G [00:01<00:06, 198MB/s]"
+      "  2%|▏         | 24.2M/1.35G [00:01<01:08, 20.9MB/s]"
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      "output_type": "stream",
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-      " 13%|█▎        | 181M/1.35G [00:01<00:05, 227MB/s]"
+      "  2%|▏         | 27.7M/1.35G [00:01<00:57, 24.7MB/s]"
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      "output_type": "stream",
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+      "  2%|▏         | 30.2M/1.35G [00:01<00:59, 23.9MB/s]"
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      "output_type": "stream",
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       "\r",
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+      "  2%|▏         | 32.6M/1.35G [00:01<01:10, 20.0MB/s]"
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+      "  3%|▎         | 34.7M/1.35G [00:01<01:23, 17.0MB/s]"
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      "output_type": "stream",
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      "output_type": "stream",
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      "output_type": "stream",
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      "output_type": "stream",
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      "output_type": "stream",
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      "output_type": "stream",
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      "output_type": "stream",
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@@ -2829,7 +7697,7 @@
      "output_type": "stream",
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       "\r",
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+      "  9%|▊         | 120M/1.35G [00:06<01:42, 12.9MB/s]"
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@@ -2837,7 +7705,7 @@
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       "\r",
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      "output_type": "stream",
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+    },
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     {
@@ -2928,10 +11292,10 @@
    "execution_count": 7,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:22:16.399320Z",
-     "iopub.status.busy": "2024-01-16T10:22:16.398837Z",
-     "iopub.status.idle": "2024-01-16T10:22:16.409060Z",
-     "shell.execute_reply": "2024-01-16T10:22:16.408463Z"
+     "iopub.execute_input": "2024-01-31T13:29:58.478523Z",
+     "iopub.status.busy": "2024-01-31T13:29:58.478317Z",
+     "iopub.status.idle": "2024-01-31T13:29:58.490382Z",
+     "shell.execute_reply": "2024-01-31T13:29:58.489742Z"
     }
    },
    "outputs": [],
@@ -2951,10 +11315,10 @@
    "execution_count": 8,
    "metadata": {
     "execution": {
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-     "shell.execute_reply": "2024-01-16T10:22:16.442977Z"
+     "iopub.execute_input": "2024-01-31T13:29:58.492665Z",
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+     "shell.execute_reply": "2024-01-31T13:29:58.527192Z"
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@@ -3005,30 +11369,6 @@
        "  \n",
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        "      \n",
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        "      \n",
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@@ -3049,7 +11389,31 @@
        "      \n",
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        "      \n",
-       "      \n",
+       "      \n",
+       "    \n",
+       "    \n",
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+       "      \n",
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        "    \n",
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@@ -3073,7 +11437,7 @@
        "      \n",
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        "      \n",
-       "      \n",
+       "      \n",
        "    \n",
        "  \n",
        "
0data/106349S_por.pngNEWS URGENTE SAMSUNG AO VIVO Rio de Janeiro NO...ptNEWS URGENT SAMSUNG LIVE Rio de Janeiro NEW CO...NEWS URGENT SAMSUNG LIVE Rio de Janeiro NEW CO...NEW COUNTING METHOD RJ City HALL EXCLUDES 1,1...NEGATIVE0.99[Rio de Janeiro, C, ##IT, ##Y, PLANALTO][LOC, ORG, LOC, ORG, LOC]...No1[Yes][24][Man][None][None][None]a man wearing a face mask while looking at a c...[the screen of a tv showing a man in white on ...
1data/102141_2_eng.pngCORONAVIRUS QUARANTINE CORONAVIRUS OUTBREAK BE...en[None][None]a collage of images including a corona sign, a...[some red things and a person holding up a sig...[there are images including covidianne and cor...
1data/106349S_por.pngNEWS URGENTE SAMSUNG AO VIVO Rio de Janeiro NO...ptNEWS URGENT SAMSUNG LIVE Rio de Janeiro NEW CO...NEWS URGENT SAMSUNG LIVE Rio de Janeiro NEW CO...NEW COUNTING METHOD RJ City HALL EXCLUDES 1,1...NEGATIVE0.99[Rio de Janeiro, C, ##IT, ##Y, PLANALTO][LOC, ORG, LOC, ORG, LOC]...No1[Yes][24][Man][None][None][None]a man wearing a face mask while looking at a c...[man in a white sweatshirt and white face mask...
2[sad][Negative]two people in blue coats spray disinfection a van[two people in blue coats spraying paint with ...[two people in blue clothing and their arms ar...
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@@ -3082,33 +11446,33 @@
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        "                filename                                               text  \\\n",
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-       "1  data/102141_2_eng.png  CORONAVIRUS QUARANTINE CORONAVIRUS OUTBREAK BE...   \n",
+       "0  data/102141_2_eng.png  CORONAVIRUS QUARANTINE CORONAVIRUS OUTBREAK BE...   \n",
+       "1   data/106349S_por.png  NEWS URGENTE SAMSUNG AO VIVO Rio de Janeiro NO...   \n",
        "2    data/102730_eng.png  400 DEATHS GET E-BOOK X AN Corporation ncy Ser...   \n",
        "\n",
        "  text_language                                       text_english  \\\n",
-       "0            pt  NEWS URGENT SAMSUNG LIVE Rio de Janeiro NEW CO...   \n",
-       "1            en  CORONAVIRUS QUARANTINE CORONAVIRUS OUTBREAK BE...   \n",
+       "0            en  CORONAVIRUS QUARANTINE CORONAVIRUS OUTBREAK BE...   \n",
+       "1            pt  NEWS URGENT SAMSUNG LIVE Rio de Janeiro NEW CO...   \n",
        "2            en  400 DEATHS GET E-BOOK X AN Corporation ncy Ser...   \n",
        "\n",
        "                                          text_clean  \\\n",
-       "0  NEWS URGENT SAMSUNG LIVE Rio de Janeiro NEW CO...   \n",
-       "1  CORONAVIRUS QUARANTINE CORONAVIRUS OUTBREAK BE...   \n",
+       "0  CORONAVIRUS QUARANTINE CORONAVIRUS OUTBREAK BE...   \n",
+       "1  NEWS URGENT SAMSUNG LIVE Rio de Janeiro NEW CO...   \n",
        "2  DEATHS GET E - BOOK X AN Corporation Services ...   \n",
        "\n",
        "                                        text_summary sentiment  \\\n",
-       "0   NEW COUNTING METHOD RJ City HALL EXCLUDES 1,1...  NEGATIVE   \n",
-       "1        Coronavirus QUARANTINE CORONAVIRUS OUTBREAK  NEGATIVE   \n",
+       "0        Coronavirus QUARANTINE CORONAVIRUS OUTBREAK  NEGATIVE   \n",
+       "1   NEW COUNTING METHOD RJ City HALL EXCLUDES 1,1...  NEGATIVE   \n",
        "2   A municipal worker sprays disinfectant on his...  NEGATIVE   \n",
        "\n",
        "   sentiment_score                                             entity  \\\n",
-       "0             0.99           [Rio de Janeiro, C, ##IT, ##Y, PLANALTO]   \n",
-       "1             0.97   [CORONAVIRUS, ##ARANTI, CORONAVIR, Co, ##ronavi]   \n",
+       "0             0.97   [CORONAVIRUS, ##ARANTI, CORONAVIR, Co, ##ronavi]   \n",
+       "1             0.99           [Rio de Janeiro, C, ##IT, ##Y, PLANALTO]   \n",
        "2             0.99  [AN Corporation ncy Services, Ahmedabad, RE, #...   \n",
        "\n",
        "                  entity_type  ... multiple_faces no_faces  wears_mask   age  \\\n",
-       "0   [LOC, ORG, LOC, ORG, LOC]  ...             No        1       [Yes]  [24]   \n",
-       "1  [ORG, MISC, ORG, PER, ORG]  ...             No        1       [Yes]  [25]   \n",
+       "0  [ORG, MISC, ORG, PER, ORG]  ...             No        1       [Yes]  [25]   \n",
+       "1   [LOC, ORG, LOC, ORG, LOC]  ...             No        1       [Yes]  [24]   \n",
        "2        [ORG, LOC, PER, ORG]  ...             No        1        [No]  [27]   \n",
        "\n",
        "  gender     race emotion emotion (category)  \\\n",
@@ -3117,14 +11481,14 @@
        "2  [Man]  [asian]   [sad]         [Negative]   \n",
        "\n",
        "                                 const_image_summary  \\\n",
-       "0  a man wearing a face mask while looking at a c...   \n",
-       "1  a collage of images including a corona sign, a...   \n",
+       "0  a collage of images including a corona sign, a...   \n",
+       "1  a man wearing a face mask while looking at a c...   \n",
        "2  two people in blue coats spray disinfection a van   \n",
        "\n",
        "                         3_non-deterministic_summary  \n",
-       "0  [the screen of a tv showing a man in white on ...  \n",
-       "1  [some red things and a person holding up a sig...  \n",
-       "2  [two people in blue coats spraying paint with ...  \n",
+       "0  [there are images including covidianne and cor...  \n",
+       "1  [man in a white sweatshirt and white face mask...  \n",
+       "2  [two people in blue clothing and their arms ar...  \n",
        "\n",
        "[3 rows x 21 columns]"
       ]
@@ -3150,10 +11514,10 @@
    "execution_count": 9,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:22:16.506571Z",
-     "iopub.status.busy": "2024-01-16T10:22:16.506080Z",
-     "iopub.status.idle": "2024-01-16T10:22:16.512180Z",
-     "shell.execute_reply": "2024-01-16T10:22:16.511666Z"
+     "iopub.execute_input": "2024-01-31T13:29:58.584033Z",
+     "iopub.status.busy": "2024-01-31T13:29:58.583834Z",
+     "iopub.status.idle": "2024-01-31T13:29:58.589459Z",
+     "shell.execute_reply": "2024-01-31T13:29:58.588838Z"
     }
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    "outputs": [],
@@ -3193,10 +11557,10 @@
    "execution_count": 10,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:22:16.514729Z",
-     "iopub.status.busy": "2024-01-16T10:22:16.514337Z",
-     "iopub.status.idle": "2024-01-16T10:22:45.217401Z",
-     "shell.execute_reply": "2024-01-16T10:22:45.216695Z"
+     "iopub.execute_input": "2024-01-31T13:29:58.591746Z",
+     "iopub.status.busy": "2024-01-31T13:29:58.591554Z",
+     "iopub.status.idle": "2024-01-31T13:30:26.807981Z",
+     "shell.execute_reply": "2024-01-31T13:30:26.807068Z"
     }
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@@ -3244,10 +11608,10 @@
    "execution_count": 11,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:22:45.220707Z",
-     "iopub.status.busy": "2024-01-16T10:22:45.220149Z",
-     "iopub.status.idle": "2024-01-16T10:22:49.176835Z",
-     "shell.execute_reply": "2024-01-16T10:22:49.176225Z"
+     "iopub.execute_input": "2024-01-31T13:30:26.812161Z",
+     "iopub.status.busy": "2024-01-31T13:30:26.810924Z",
+     "iopub.status.idle": "2024-01-31T13:30:31.297917Z",
+     "shell.execute_reply": "2024-01-31T13:30:31.297250Z"
     }
    },
    "outputs": [],
@@ -3282,10 +11646,10 @@
    "execution_count": 12,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:22:49.179739Z",
-     "iopub.status.busy": "2024-01-16T10:22:49.179530Z",
-     "iopub.status.idle": "2024-01-16T10:22:49.182699Z",
-     "shell.execute_reply": "2024-01-16T10:22:49.182158Z"
+     "iopub.execute_input": "2024-01-31T13:30:31.300791Z",
+     "iopub.status.busy": "2024-01-31T13:30:31.300561Z",
+     "iopub.status.idle": "2024-01-31T13:30:31.303684Z",
+     "shell.execute_reply": "2024-01-31T13:30:31.303085Z"
     }
    },
    "outputs": [],
@@ -3309,10 +11673,10 @@
    "execution_count": 13,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:22:49.185205Z",
-     "iopub.status.busy": "2024-01-16T10:22:49.184835Z",
-     "iopub.status.idle": "2024-01-16T10:24:02.751220Z",
-     "shell.execute_reply": "2024-01-16T10:24:02.750436Z"
+     "iopub.execute_input": "2024-01-31T13:30:31.306323Z",
+     "iopub.status.busy": "2024-01-31T13:30:31.305801Z",
+     "iopub.status.idle": "2024-01-31T13:31:43.377502Z",
+     "shell.execute_reply": "2024-01-31T13:31:43.376710Z"
     }
    },
    "outputs": [],
@@ -3358,10 +11722,10 @@
    "execution_count": 14,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:24:02.756125Z",
-     "iopub.status.busy": "2024-01-16T10:24:02.755499Z",
-     "iopub.status.idle": "2024-01-16T10:24:24.186488Z",
-     "shell.execute_reply": "2024-01-16T10:24:24.185865Z"
+     "iopub.execute_input": "2024-01-31T13:31:43.381749Z",
+     "iopub.status.busy": "2024-01-31T13:31:43.381345Z",
+     "iopub.status.idle": "2024-01-31T13:32:04.345227Z",
+     "shell.execute_reply": "2024-01-31T13:32:04.344668Z"
     }
    },
    "outputs": [
@@ -3378,7 +11742,7 @@
      "output_type": "stream",
      "text": [
       "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r",
-      "1/1 [==============================] - 1s 554ms/step\n"
+      "1/1 [==============================] - 1s 545ms/step\n"
      ]
     },
     {
@@ -3394,87 +11758,7 @@
      "output_type": "stream",
      "text": [
       "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r",
-      "1/1 [==============================] - 0s 226ms/step\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "1/1 [==============================] - ETA: 0s"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r",
-      "1/1 [==============================] - 0s 234ms/step\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "1/1 [==============================] - ETA: 0s"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r",
-      "1/1 [==============================] - 1s 529ms/step\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "1/1 [==============================] - ETA: 0s"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r",
-      "1/1 [==============================] - 0s 220ms/step\n"
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-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "1/1 [==============================] - ETA: 0s"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r",
-      "1/1 [==============================] - 0s 249ms/step\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\r",
-      "1/1 [==============================] - ETA: 0s"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r",
-      "1/1 [==============================] - 1s 536ms/step\n"
+      "1/1 [==============================] - 0s 217ms/step\n"
      ]
     },
     {
@@ -3501,6 +11785,22 @@
       "1/1 [==============================] - ETA: 0s"
      ]
     },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r",
+      "1/1 [==============================] - 1s 536ms/step\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "1/1 [==============================] - ETA: 0s"
+     ]
+    },
     {
      "name": "stdout",
      "output_type": "stream",
@@ -3522,7 +11822,7 @@
      "output_type": "stream",
      "text": [
       "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r",
-      "1/1 [==============================] - 0s 221ms/step\n"
+      "1/1 [==============================] - 0s 212ms/step\n"
      ]
     },
     {
@@ -3538,7 +11838,71 @@
      "output_type": "stream",
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       "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r",
-      "1/1 [==============================] - 0s 16ms/step\n"
+      "1/1 [==============================] - 1s 504ms/step\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "1/1 [==============================] - ETA: 0s"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r",
+      "1/1 [==============================] - 0s 214ms/step\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "1/1 [==============================] - ETA: 0s"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r",
+      "1/1 [==============================] - 0s 208ms/step\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "1/1 [==============================] - ETA: 0s"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r",
+      "1/1 [==============================] - 0s 212ms/step\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "1/1 [==============================] - ETA: 0s"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\b\r",
+      "1/1 [==============================] - 0s 14ms/step\n"
      ]
     }
    ],
diff --git a/build/html/notebooks/Example colors.html b/build/html/notebooks/Example colors.html
index c73f4a2..74fd4ff 100644
--- a/build/html/notebooks/Example colors.html	
+++ b/build/html/notebooks/Example colors.html	
@@ -228,22 +228,6 @@ server.

   
     
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       data/102141_2_eng.png
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@@ -258,6 +242,22 @@ server.

       0.31
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+    
+      1
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+      0.22
+      0.0
+      0.03
+      0.68
+      0.00
+      0.00
+    
     
       2
       data/102730_eng.png
diff --git a/build/html/notebooks/Example colors.ipynb b/build/html/notebooks/Example colors.ipynb
index 0ddbaf7..d0f5f01 100644
--- a/build/html/notebooks/Example colors.ipynb	
+++ b/build/html/notebooks/Example colors.ipynb	
@@ -21,10 +21,10 @@
    "execution_count": 1,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:24:34.431998Z",
-     "iopub.status.busy": "2024-01-16T10:24:34.431804Z",
-     "iopub.status.idle": "2024-01-16T10:24:34.439326Z",
-     "shell.execute_reply": "2024-01-16T10:24:34.438821Z"
+     "iopub.execute_input": "2024-01-31T13:32:33.033677Z",
+     "iopub.status.busy": "2024-01-31T13:32:33.033473Z",
+     "iopub.status.idle": "2024-01-31T13:32:33.040667Z",
+     "shell.execute_reply": "2024-01-31T13:32:33.040169Z"
     }
    },
    "outputs": [],
@@ -50,10 +50,10 @@
    "execution_count": 2,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:24:34.441776Z",
-     "iopub.status.busy": "2024-01-16T10:24:34.441466Z",
-     "iopub.status.idle": "2024-01-16T10:24:49.090878Z",
-     "shell.execute_reply": "2024-01-16T10:24:49.090270Z"
+     "iopub.execute_input": "2024-01-31T13:32:33.043125Z",
+     "iopub.status.busy": "2024-01-31T13:32:33.042676Z",
+     "iopub.status.idle": "2024-01-31T13:32:47.024599Z",
+     "shell.execute_reply": "2024-01-31T13:32:47.023878Z"
     }
    },
    "outputs": [],
@@ -75,10 +75,10 @@
    "execution_count": 3,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:24:49.096069Z",
-     "iopub.status.busy": "2024-01-16T10:24:49.095262Z",
-     "iopub.status.idle": "2024-01-16T10:24:49.099987Z",
-     "shell.execute_reply": "2024-01-16T10:24:49.099351Z"
+     "iopub.execute_input": "2024-01-31T13:32:47.027843Z",
+     "iopub.status.busy": "2024-01-31T13:32:47.027216Z",
+     "iopub.status.idle": "2024-01-31T13:32:47.031755Z",
+     "shell.execute_reply": "2024-01-31T13:32:47.031154Z"
     }
    },
    "outputs": [],
@@ -104,10 +104,10 @@
    "execution_count": 4,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:24:49.102770Z",
-     "iopub.status.busy": "2024-01-16T10:24:49.102410Z",
-     "iopub.status.idle": "2024-01-16T10:24:49.130525Z",
-     "shell.execute_reply": "2024-01-16T10:24:49.129599Z"
+     "iopub.execute_input": "2024-01-31T13:32:47.034305Z",
+     "iopub.status.busy": "2024-01-31T13:32:47.033914Z",
+     "iopub.status.idle": "2024-01-31T13:32:47.060162Z",
+     "shell.execute_reply": "2024-01-31T13:32:47.059424Z"
     }
    },
    "outputs": [
@@ -126,7 +126,7 @@
        "        "
       ],
       "text/plain": [
-       ""
+       ""
       ]
      },
      "metadata": {},
@@ -150,10 +150,10 @@
    "execution_count": 5,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:24:49.133752Z",
-     "iopub.status.busy": "2024-01-16T10:24:49.133438Z",
-     "iopub.status.idle": "2024-01-16T10:24:54.591955Z",
-     "shell.execute_reply": "2024-01-16T10:24:54.591078Z"
+     "iopub.execute_input": "2024-01-31T13:32:47.064056Z",
+     "iopub.status.busy": "2024-01-31T13:32:47.062981Z",
+     "iopub.status.idle": "2024-01-31T13:32:52.654767Z",
+     "shell.execute_reply": "2024-01-31T13:32:52.654129Z"
     }
    },
    "outputs": [],
@@ -174,10 +174,10 @@
    "execution_count": 6,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:24:54.597625Z",
-     "iopub.status.busy": "2024-01-16T10:24:54.597154Z",
-     "iopub.status.idle": "2024-01-16T10:24:54.601184Z",
-     "shell.execute_reply": "2024-01-16T10:24:54.600498Z"
+     "iopub.execute_input": "2024-01-31T13:32:52.657824Z",
+     "iopub.status.busy": "2024-01-31T13:32:52.657342Z",
+     "iopub.status.idle": "2024-01-31T13:32:52.661034Z",
+     "shell.execute_reply": "2024-01-31T13:32:52.660499Z"
     }
    },
    "outputs": [],
@@ -197,10 +197,10 @@
    "execution_count": 7,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:24:54.604289Z",
-     "iopub.status.busy": "2024-01-16T10:24:54.603884Z",
-     "iopub.status.idle": "2024-01-16T10:24:54.617631Z",
-     "shell.execute_reply": "2024-01-16T10:24:54.616837Z"
+     "iopub.execute_input": "2024-01-31T13:32:52.663588Z",
+     "iopub.status.busy": "2024-01-31T13:32:52.663217Z",
+     "iopub.status.idle": "2024-01-31T13:32:52.675658Z",
+     "shell.execute_reply": "2024-01-31T13:32:52.675001Z"
     }
    },
    "outputs": [
@@ -243,22 +243,6 @@
        "  \n",
        "    \n",
        "      0\n",
-       "      data/106349S_por.png\n",
-       "      0.01\n",
-       "      0.01\n",
-       "      0.05\n",
-       "      0.0\n",
-       "      0\n",
-       "      0\n",
-       "      0.22\n",
-       "      0.0\n",
-       "      0.03\n",
-       "      0.68\n",
-       "      0.00\n",
-       "      0.00\n",
-       "    \n",
-       "    \n",
-       "      1\n",
        "      data/102141_2_eng.png\n",
        "      0.04\n",
        "      0.03\n",
@@ -274,6 +258,22 @@
        "      0.05\n",
        "    \n",
        "    \n",
+       "      1\n",
+       "      data/106349S_por.png\n",
+       "      0.01\n",
+       "      0.01\n",
+       "      0.05\n",
+       "      0.0\n",
+       "      0\n",
+       "      0\n",
+       "      0.22\n",
+       "      0.0\n",
+       "      0.03\n",
+       "      0.68\n",
+       "      0.00\n",
+       "      0.00\n",
+       "    \n",
+       "    \n",
        "      2\n",
        "      data/102730_eng.png\n",
        "      0.05\n",
@@ -295,13 +295,13 @@
       ],
       "text/plain": [
        "                filename   red  green  blue  yellow  cyan  orange  purple  \\\n",
-       "0   data/106349S_por.png  0.01   0.01  0.05     0.0     0       0    0.22   \n",
-       "1  data/102141_2_eng.png  0.04   0.03  0.02     0.0     0       0    0.01   \n",
+       "0  data/102141_2_eng.png  0.04   0.03  0.02     0.0     0       0    0.01   \n",
+       "1   data/106349S_por.png  0.01   0.01  0.05     0.0     0       0    0.22   \n",
        "2    data/102730_eng.png  0.05   0.00  0.00     0.0     0       0    0.00   \n",
        "\n",
        "   pink  brown  grey  white  black  \n",
-       "0   0.0   0.03  0.68   0.00   0.00  \n",
-       "1   0.0   0.32  0.23   0.31   0.05  \n",
+       "0   0.0   0.32  0.23   0.31   0.05  \n",
+       "1   0.0   0.03  0.68   0.00   0.00  \n",
        "2   0.0   0.00  0.66   0.02   0.27  "
       ]
      },
@@ -326,10 +326,10 @@
    "execution_count": 8,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:24:54.620454Z",
-     "iopub.status.busy": "2024-01-16T10:24:54.619978Z",
-     "iopub.status.idle": "2024-01-16T10:24:54.624731Z",
-     "shell.execute_reply": "2024-01-16T10:24:54.624182Z"
+     "iopub.execute_input": "2024-01-31T13:32:52.678282Z",
+     "iopub.status.busy": "2024-01-31T13:32:52.677845Z",
+     "iopub.status.idle": "2024-01-31T13:32:52.682230Z",
+     "shell.execute_reply": "2024-01-31T13:32:52.681589Z"
     }
    },
    "outputs": [],
diff --git a/build/html/notebooks/Example cropposts.html b/build/html/notebooks/Example cropposts.html
index 3ca0fad..0a8911e 100644
--- a/build/html/notebooks/Example cropposts.html	
+++ b/build/html/notebooks/Example cropposts.html	
@@ -230,7 +230,7 @@
 
 

 
-Doing file data/106349S_por.png
+Doing file data/102141_2_eng.png
 

 
 

@@ -238,8 +238,7 @@ Doing file data/106349S_por.png
 

 

 
-Not enough matches are found - 1/6
-Doing file data/102141_2_eng.png
+Doing file data/106349S_por.png
 

 
 

diff --git a/build/html/notebooks/Example cropposts.ipynb b/build/html/notebooks/Example cropposts.ipynb
index 46378bf..04bc418 100644
--- a/build/html/notebooks/Example cropposts.ipynb	
+++ b/build/html/notebooks/Example cropposts.ipynb	
@@ -25,10 +25,10 @@
    "id": "70ffb7e2",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:24:59.071584Z",
-     "iopub.status.busy": "2024-01-16T10:24:59.071385Z",
-     "iopub.status.idle": "2024-01-16T10:24:59.087533Z",
-     "shell.execute_reply": "2024-01-16T10:24:59.086913Z"
+     "iopub.execute_input": "2024-01-31T13:32:56.401967Z",
+     "iopub.status.busy": "2024-01-31T13:32:56.401778Z",
+     "iopub.status.idle": "2024-01-31T13:32:56.416920Z",
+     "shell.execute_reply": "2024-01-31T13:32:56.416313Z"
     }
    },
    "outputs": [],
@@ -61,10 +61,10 @@
    "id": "5ae02c45",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:24:59.090368Z",
-     "iopub.status.busy": "2024-01-16T10:24:59.089963Z",
-     "iopub.status.idle": "2024-01-16T10:25:09.062141Z",
-     "shell.execute_reply": "2024-01-16T10:25:09.061474Z"
+     "iopub.execute_input": "2024-01-31T13:32:56.419451Z",
+     "iopub.status.busy": "2024-01-31T13:32:56.419087Z",
+     "iopub.status.idle": "2024-01-31T13:33:06.041077Z",
+     "shell.execute_reply": "2024-01-31T13:33:06.040389Z"
     }
    },
    "outputs": [],
@@ -92,10 +92,10 @@
    "id": "d04d0e86",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:25:09.065511Z",
-     "iopub.status.busy": "2024-01-16T10:25:09.064979Z",
-     "iopub.status.idle": "2024-01-16T10:25:09.764857Z",
-     "shell.execute_reply": "2024-01-16T10:25:09.764157Z"
+     "iopub.execute_input": "2024-01-31T13:33:06.044392Z",
+     "iopub.status.busy": "2024-01-31T13:33:06.043619Z",
+     "iopub.status.idle": "2024-01-31T13:33:06.728313Z",
+     "shell.execute_reply": "2024-01-31T13:33:06.727615Z"
     }
    },
    "outputs": [
@@ -153,10 +153,10 @@
    "id": "71850d9d",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:25:09.768511Z",
-     "iopub.status.busy": "2024-01-16T10:25:09.768224Z",
-     "iopub.status.idle": "2024-01-16T10:25:12.301105Z",
-     "shell.execute_reply": "2024-01-16T10:25:12.300488Z"
+     "iopub.execute_input": "2024-01-31T13:33:06.731888Z",
+     "iopub.status.busy": "2024-01-31T13:33:06.731399Z",
+     "iopub.status.idle": "2024-01-31T13:33:09.240561Z",
+     "shell.execute_reply": "2024-01-31T13:33:09.239966Z"
     }
    },
    "outputs": [
@@ -227,10 +227,10 @@
    "id": "eef89291",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:25:12.304582Z",
-     "iopub.status.busy": "2024-01-16T10:25:12.304357Z",
-     "iopub.status.idle": "2024-01-16T10:25:16.807784Z",
-     "shell.execute_reply": "2024-01-16T10:25:16.807080Z"
+     "iopub.execute_input": "2024-01-31T13:33:09.243063Z",
+     "iopub.status.busy": "2024-01-31T13:33:09.242864Z",
+     "iopub.status.idle": "2024-01-31T13:33:13.651660Z",
+     "shell.execute_reply": "2024-01-31T13:33:13.650963Z"
     }
    },
    "outputs": [
@@ -238,15 +238,14 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Doing file data/106349S_por.png\n"
+      "Doing file data/102141_2_eng.png\n"
      ]
     },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Not enough matches are found - 1/6\n",
-      "Doing file data/102141_2_eng.png\n"
+      "Doing file data/106349S_por.png\n"
      ]
     },
     {
diff --git a/build/html/notebooks/Example multimodal.html b/build/html/notebooks/Example multimodal.html
index 82c6f52..a3e0c90 100644
--- a/build/html/notebooks/Example multimodal.html	
+++ b/build/html/notebooks/Example multimodal.html	
@@ -151,8 +151,8 @@
 

 

 
-{'106349S_por': {'filename': 'data/106349S_por.png'},
- '102141_2_eng': {'filename': 'data/102141_2_eng.png'},
+{'102141_2_eng': {'filename': 'data/102141_2_eng.png'},
+ '106349S_por': {'filename': 'data/106349S_por.png'},
  '102730_eng': {'filename': 'data/102730_eng.png'}}
 

 
@@ -195,8 +195,8 @@
 
 

 
-{'106349S_por': {'filename': 'data/106349S_por.png'},
- '102141_2_eng': {'filename': 'data/102141_2_eng.png'},
+{'102141_2_eng': {'filename': 'data/102141_2_eng.png'},
+ '106349S_por': {'filename': 'data/106349S_por.png'},
  '102730_eng': {'filename': 'data/102730_eng.png'}}
 

 
@@ -242,16 +242,16 @@
 

 
 

-
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+
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</pre>

 

 

-
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+
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end{sphinxVerbatim}

 

 

 

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+
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@@ -284,16 +284,16 @@
 

 
 

-
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+
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</pre>

 

 

-
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+
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end{sphinxVerbatim}

 

 

 

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+
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@@ -326,16 +326,16 @@
 

 
 

-
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+
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</pre>

 

 

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+
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end{sphinxVerbatim}

 

 

 

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+
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@@ -384,16 +384,16 @@
 

 

 

-
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+
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</pre>

 

 

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+
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+
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@@ -410,16 +410,16 @@
 
 

 

-
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+
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</pre>

 

 

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+
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end{sphinxVerbatim}

 

 

 

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+
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@@ -436,16 +436,16 @@
 
 

 

-
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+
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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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+
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@@ -462,16 +462,16 @@
 
 

 

-
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+
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</pre>

 

 

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+
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end{sphinxVerbatim}

 

 

 

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+
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@@ -488,16 +488,16 @@
 
 

 

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+
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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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@@ -514,16 +514,16 @@
 
 

 

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+
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</pre>

 

 

-
4%|▍         | 88.2M/1.97G [00:00<00:20, 99.0MB/s]

+
1%|          | 13.0M/1.97G [00:00<01:55, 18.1MB/s]

 
end{sphinxVerbatim}

 

 

 

-
4%|▍         | 88.2M/1.97G [00:00<00:20, 99.0MB/s]

+
1%|          | 13.0M/1.97G [00:00<01:55, 18.1MB/s]

 
 
 

@@ -540,16 +540,16 @@
 
 

 

-
6%|▌         | 114M/1.97G [00:01&lt;00:14, 141MB/s]

+
1%|          | 15.3M/1.97G [00:00&lt;01:45, 19.8MB/s]

 
</pre>

 

 

-
6%|▌         | 114M/1.97G [00:01<00:14, 141MB/s]

+
1%|          | 15.3M/1.97G [00:00<01:45, 19.8MB/s]

 
end{sphinxVerbatim}

 

 

 

-
6%|▌         | 114M/1.97G [00:01<00:14, 141MB/s]

+
1%|          | 15.3M/1.97G [00:00<01:45, 19.8MB/s]

 
 
 

@@ -566,16 +566,16 @@
 
 

 

-
7%|▋         | 138M/1.97G [00:01&lt;00:11, 167MB/s]

+
1%|          | 17.9M/1.97G [00:00&lt;01:36, 21.7MB/s]

 
</pre>

 

 

-
7%|▋         | 138M/1.97G [00:01<00:11, 167MB/s]

+
1%|          | 17.9M/1.97G [00:00<01:36, 21.7MB/s]

 
end{sphinxVerbatim}

 

 

 

-
7%|▋         | 138M/1.97G [00:01<00:11, 167MB/s]

+
1%|          | 17.9M/1.97G [00:00<01:36, 21.7MB/s]

 
 
 

@@ -592,16 +592,16 @@
 
 

 

-
8%|▊         | 162M/1.97G [00:01&lt;00:10, 191MB/s]

+
1%|          | 20.1M/1.97G [00:01&lt;01:35, 22.0MB/s]

 
</pre>

 

 

-
8%|▊         | 162M/1.97G [00:01<00:10, 191MB/s]

+
1%|          | 20.1M/1.97G [00:01<01:35, 22.0MB/s]

 
end{sphinxVerbatim}

 

 

 

-
8%|▊         | 162M/1.97G [00:01<00:10, 191MB/s]

+
1%|          | 20.1M/1.97G [00:01<01:35, 22.0MB/s]

 
 
 

@@ -618,16 +618,16 @@
 
 

 

-
9%|▉         | 184M/1.97G [00:01&lt;00:10, 185MB/s]

+
1%|          | 22.6M/1.97G [00:01&lt;01:31, 22.9MB/s]

 
</pre>

 

 

-
9%|▉         | 184M/1.97G [00:01<00:10, 185MB/s]

+
1%|          | 22.6M/1.97G [00:01<01:31, 22.9MB/s]

 
end{sphinxVerbatim}

 

 

 

-
9%|▉         | 184M/1.97G [00:01<00:10, 185MB/s]

+
1%|          | 22.6M/1.97G [00:01<01:31, 22.9MB/s]

 
 
 

@@ -644,16 +644,16 @@
 
 

 

-
10%|█         | 209M/1.97G [00:01&lt;00:09, 206MB/s]

+
1%|▏         | 25.3M/1.97G [00:01&lt;01:26, 24.1MB/s]

 
</pre>

 

 

-
10%|█         | 209M/1.97G [00:01<00:09, 206MB/s]

+
1%|▏         | 25.3M/1.97G [00:01<01:26, 24.1MB/s]

 
end{sphinxVerbatim}

 

 

 

-
10%|█         | 209M/1.97G [00:01<00:09, 206MB/s]

+
1%|▏         | 25.3M/1.97G [00:01<01:26, 24.1MB/s]

 
 
 

@@ -670,16 +670,16 @@
 
 

 

-
12%|█▏        | 232M/1.97G [00:01&lt;00:08, 215MB/s]

+
1%|▏         | 27.6M/1.97G [00:01&lt;01:33, 22.3MB/s]

 
</pre>

 

 

-
12%|█▏        | 232M/1.97G [00:01<00:08, 215MB/s]

+
1%|▏         | 27.6M/1.97G [00:01<01:33, 22.3MB/s]

 
end{sphinxVerbatim}

 

 

 

-
12%|█▏        | 232M/1.97G [00:01<00:08, 215MB/s]

+
1%|▏         | 27.6M/1.97G [00:01<01:33, 22.3MB/s]

 
 
 

@@ -696,16 +696,16 @@
 
 

 

-
13%|█▎        | 263M/1.97G [00:01&lt;00:07, 244MB/s]

+
1%|▏         | 29.9M/1.97G [00:01&lt;01:31, 22.8MB/s]

 
</pre>

 

 

-
13%|█▎        | 263M/1.97G [00:01<00:07, 244MB/s]

+
1%|▏         | 29.9M/1.97G [00:01<01:31, 22.8MB/s]

 
end{sphinxVerbatim}

 

 

 

-
13%|█▎        | 263M/1.97G [00:01<00:07, 244MB/s]

+
1%|▏         | 29.9M/1.97G [00:01<01:31, 22.8MB/s]

 
 
 

@@ -722,16 +722,16 @@
 
 

 

-
14%|█▍        | 287M/1.97G [00:01&lt;00:07, 240MB/s]

+
2%|▏         | 32.5M/1.97G [00:01&lt;01:28, 23.7MB/s]

 
</pre>

 

 

-
14%|█▍        | 287M/1.97G [00:01<00:07, 240MB/s]

+
2%|▏         | 32.5M/1.97G [00:01<01:28, 23.7MB/s]

 
end{sphinxVerbatim}

 

 

 

-
14%|█▍        | 287M/1.97G [00:01<00:07, 240MB/s]

+
2%|▏         | 32.5M/1.97G [00:01<01:28, 23.7MB/s]

 
 
 

@@ -748,16 +748,16 @@
 
 

 

-
15%|█▌        | 310M/1.97G [00:01&lt;00:07, 238MB/s]

+
2%|▏         | 34.8M/1.97G [00:01&lt;01:36, 21.6MB/s]

 
</pre>

 

 

-
15%|█▌        | 310M/1.97G [00:01<00:07, 238MB/s]

+
2%|▏         | 34.8M/1.97G [00:01<01:36, 21.6MB/s]

 
end{sphinxVerbatim}

 

 

 

-
15%|█▌        | 310M/1.97G [00:01<00:07, 238MB/s]

+
2%|▏         | 34.8M/1.97G [00:01<01:36, 21.6MB/s]

 
 
 

@@ -774,16 +774,16 @@
 
 

 

-
17%|█▋        | 336M/1.97G [00:01&lt;00:07, 248MB/s]

+
2%|▏         | 36.9M/1.97G [00:01&lt;01:37, 21.3MB/s]

 
</pre>

 

 

-
17%|█▋        | 336M/1.97G [00:01<00:07, 248MB/s]

+
2%|▏         | 36.9M/1.97G [00:01<01:37, 21.3MB/s]

 
end{sphinxVerbatim}

 

 

 

-
17%|█▋        | 336M/1.97G [00:01<00:07, 248MB/s]

+
2%|▏         | 36.9M/1.97G [00:01<01:37, 21.3MB/s]

 
 
 

@@ -800,16 +800,16 @@
 
 

 

-
18%|█▊        | 360M/1.97G [00:02&lt;00:07, 247MB/s]

+
2%|▏         | 38.9M/1.97G [00:02&lt;02:12, 15.6MB/s]

 
</pre>

 

 

-
18%|█▊        | 360M/1.97G [00:02<00:07, 247MB/s]

+
2%|▏         | 38.9M/1.97G [00:02<02:12, 15.6MB/s]

 
end{sphinxVerbatim}

 

 

 

-
18%|█▊        | 360M/1.97G [00:02<00:07, 247MB/s]

+
2%|▏         | 38.9M/1.97G [00:02<02:12, 15.6MB/s]

 
 
 

@@ -826,16 +826,16 @@
 
 

 

-
19%|█▉        | 390M/1.97G [00:02&lt;00:06, 265MB/s]

+
2%|▏         | 41.9M/1.97G [00:02&lt;01:48, 19.0MB/s]

 
</pre>

 

 

-
19%|█▉        | 390M/1.97G [00:02<00:06, 265MB/s]

+
2%|▏         | 41.9M/1.97G [00:02<01:48, 19.0MB/s]

 
end{sphinxVerbatim}

 

 

 

-
19%|█▉        | 390M/1.97G [00:02<00:06, 265MB/s]

+
2%|▏         | 41.9M/1.97G [00:02<01:48, 19.0MB/s]

 
 
 

@@ -852,16 +852,16 @@
 
 

 

-
21%|██        | 420M/1.97G [00:02&lt;00:05, 281MB/s]

+
2%|▏         | 44.0M/1.97G [00:02&lt;01:47, 19.3MB/s]

 
</pre>

 

 

-
21%|██        | 420M/1.97G [00:02<00:05, 281MB/s]

+
2%|▏         | 44.0M/1.97G [00:02<01:47, 19.3MB/s]

 
end{sphinxVerbatim}

 

 

 

-
21%|██        | 420M/1.97G [00:02<00:05, 281MB/s]

+
2%|▏         | 44.0M/1.97G [00:02<01:47, 19.3MB/s]

 
 
 

@@ -878,16 +878,16 @@
 
 

 

-
22%|██▏       | 451M/1.97G [00:02&lt;00:05, 294MB/s]

+
2%|▏         | 46.0M/1.97G [00:02&lt;02:22, 14.5MB/s]

 
</pre>

 

 

-
22%|██▏       | 451M/1.97G [00:02<00:05, 294MB/s]

+
2%|▏         | 46.0M/1.97G [00:02<02:22, 14.5MB/s]

 
end{sphinxVerbatim}

 

 

 

-
22%|██▏       | 451M/1.97G [00:02<00:05, 294MB/s]

+
2%|▏         | 46.0M/1.97G [00:02<02:22, 14.5MB/s]

 
 
 

@@ -904,16 +904,16 @@
 
 

 

-
24%|██▍       | 482M/1.97G [00:02&lt;00:05, 303MB/s]

+
2%|▏         | 48.6M/1.97G [00:02&lt;02:02, 16.9MB/s]

 
</pre>

 

 

-
24%|██▍       | 482M/1.97G [00:02<00:05, 303MB/s]

+
2%|▏         | 48.6M/1.97G [00:02<02:02, 16.9MB/s]

 
end{sphinxVerbatim}

 

 

 

-
24%|██▍       | 482M/1.97G [00:02<00:05, 303MB/s]

+
2%|▏         | 48.6M/1.97G [00:02<02:02, 16.9MB/s]

 
 
 

@@ -930,16 +930,16 @@
 
 

 

-
25%|██▌       | 511M/1.97G [00:02&lt;00:05, 275MB/s]

+
3%|▎         | 50.5M/1.97G [00:02&lt;02:06, 16.3MB/s]

 
</pre>

 

 

-
25%|██▌       | 511M/1.97G [00:02<00:05, 275MB/s]

+
3%|▎         | 50.5M/1.97G [00:02<02:06, 16.3MB/s]

 
end{sphinxVerbatim}

 

 

 

-
25%|██▌       | 511M/1.97G [00:02<00:05, 275MB/s]

+
3%|▎         | 50.5M/1.97G [00:02<02:06, 16.3MB/s]

 
 
 

@@ -956,16 +956,16 @@
 
 

 

-
27%|██▋       | 538M/1.97G [00:02&lt;00:05, 265MB/s]

+
3%|▎         | 52.6M/1.97G [00:02&lt;01:57, 17.5MB/s]

 
</pre>

 

 

-
27%|██▋       | 538M/1.97G [00:02<00:05, 265MB/s]

+
3%|▎         | 52.6M/1.97G [00:02<01:57, 17.5MB/s]

 
end{sphinxVerbatim}

 

 

 

-
27%|██▋       | 538M/1.97G [00:02<00:05, 265MB/s]

+
3%|▎         | 52.6M/1.97G [00:02<01:57, 17.5MB/s]

 
 
 

@@ -982,16 +982,16 @@
 
 

 

-
28%|██▊       | 569M/1.97G [00:02&lt;00:05, 282MB/s]

+
3%|▎         | 56.3M/1.97G [00:02&lt;01:29, 23.0MB/s]

 
</pre>

 

 

-
28%|██▊       | 569M/1.97G [00:02<00:05, 282MB/s]

+
3%|▎         | 56.3M/1.97G [00:02<01:29, 23.0MB/s]

 
end{sphinxVerbatim}

 

 

 

-
28%|██▊       | 569M/1.97G [00:02<00:05, 282MB/s]

+
3%|▎         | 56.3M/1.97G [00:02<01:29, 23.0MB/s]

 
 
 

@@ -1008,16 +1008,16 @@
 
 

 

-
30%|██▉       | 600M/1.97G [00:02&lt;00:05, 294MB/s]

+
3%|▎         | 58.8M/1.97G [00:03&lt;01:34, 21.7MB/s]

 
</pre>

 

 

-
30%|██▉       | 600M/1.97G [00:02<00:05, 294MB/s]

+
3%|▎         | 58.8M/1.97G [00:03<01:34, 21.7MB/s]

 
end{sphinxVerbatim}

 

 

 

-
30%|██▉       | 600M/1.97G [00:02<00:05, 294MB/s]

+
3%|▎         | 58.8M/1.97G [00:03<01:34, 21.7MB/s]

 
 
 

@@ -1034,16 +1034,16 @@
 
 

 

-
31%|███       | 629M/1.97G [00:03&lt;00:05, 287MB/s]

+
3%|▎         | 62.6M/1.97G [00:03&lt;01:17, 26.3MB/s]

 
</pre>

 

 

-
31%|███       | 629M/1.97G [00:03<00:05, 287MB/s]

+
3%|▎         | 62.6M/1.97G [00:03<01:17, 26.3MB/s]

 
end{sphinxVerbatim}

 

 

 

-
31%|███       | 629M/1.97G [00:03<00:05, 287MB/s]

+
3%|▎         | 62.6M/1.97G [00:03<01:17, 26.3MB/s]

 
 
 

@@ -1060,16 +1060,16 @@
 
 

 

-
33%|███▎      | 657M/1.97G [00:03&lt;00:05, 280MB/s]

+
3%|▎         | 65.4M/1.97G [00:03&lt;01:16, 26.9MB/s]

 
</pre>

 

 

-
33%|███▎      | 657M/1.97G [00:03<00:05, 280MB/s]

+
3%|▎         | 65.4M/1.97G [00:03<01:16, 26.9MB/s]

 
end{sphinxVerbatim}

 

 

 

-
33%|███▎      | 657M/1.97G [00:03<00:05, 280MB/s]

+
3%|▎         | 65.4M/1.97G [00:03<01:16, 26.9MB/s]

 
 
 

@@ -1086,16 +1086,16 @@
 
 

 

-
34%|███▍      | 686M/1.97G [00:03&lt;00:04, 288MB/s]

+
3%|▎         | 68.1M/1.97G [00:03&lt;01:38, 20.7MB/s]

 
</pre>

 

 

-
34%|███▍      | 686M/1.97G [00:03<00:04, 288MB/s]

+
3%|▎         | 68.1M/1.97G [00:03<01:38, 20.7MB/s]

 
end{sphinxVerbatim}

 

 

 

-
34%|███▍      | 686M/1.97G [00:03<00:04, 288MB/s]

+
3%|▎         | 68.1M/1.97G [00:03<01:38, 20.7MB/s]

 
 
 

@@ -1112,16 +1112,16 @@
 
 

 

-
36%|███▌      | 717M/1.97G [00:03&lt;00:04, 300MB/s]

+
4%|▎         | 72.7M/1.97G [00:03&lt;01:16, 26.8MB/s]

 
</pre>

 

 

-
36%|███▌      | 717M/1.97G [00:03<00:04, 300MB/s]

+
4%|▎         | 72.7M/1.97G [00:03<01:16, 26.8MB/s]

 
end{sphinxVerbatim}

 

 

 

-
36%|███▌      | 717M/1.97G [00:03<00:04, 300MB/s]

+
4%|▎         | 72.7M/1.97G [00:03<01:16, 26.8MB/s]

 
 
 

@@ -1138,16 +1138,16 @@
 
 

 

-
37%|███▋      | 748M/1.97G [00:03&lt;00:04, 306MB/s]

+
4%|▎         | 75.6M/1.97G [00:03&lt;01:22, 24.5MB/s]

 
</pre>

 

 

-
37%|███▋      | 748M/1.97G [00:03<00:04, 306MB/s]

+
4%|▎         | 75.6M/1.97G [00:03<01:22, 24.5MB/s]

 
end{sphinxVerbatim}

 

 

 

-
37%|███▋      | 748M/1.97G [00:03<00:04, 306MB/s]

+
4%|▎         | 75.6M/1.97G [00:03<01:22, 24.5MB/s]

 
 
 

@@ -1164,16 +1164,16 @@
 
 

 

-
39%|███▊      | 779M/1.97G [00:03&lt;00:04, 312MB/s]

+
4%|▍         | 78.9M/1.97G [00:03&lt;01:15, 26.9MB/s]

 
</pre>

 

 

-
39%|███▊      | 779M/1.97G [00:03<00:04, 312MB/s]

+
4%|▍         | 78.9M/1.97G [00:03<01:15, 26.9MB/s]

 
end{sphinxVerbatim}

 

 

 

-
39%|███▊      | 779M/1.97G [00:03<00:04, 312MB/s]

+
4%|▍         | 78.9M/1.97G [00:03<01:15, 26.9MB/s]

 
 
 

@@ -1190,16 +1190,16 @@
 
 

 

-
40%|████      | 809M/1.97G [00:03&lt;00:04, 272MB/s]

+
4%|▍         | 81.7M/1.97G [00:04&lt;01:24, 24.1MB/s]

 
</pre>

 

 

-
40%|████      | 809M/1.97G [00:03<00:04, 272MB/s]

+
4%|▍         | 81.7M/1.97G [00:04<01:24, 24.1MB/s]

 
end{sphinxVerbatim}

 

 

 

-
40%|████      | 809M/1.97G [00:03<00:04, 272MB/s]

+
4%|▍         | 81.7M/1.97G [00:04<01:24, 24.1MB/s]

 
 
 

@@ -1216,16 +1216,16 @@
 
 

 

-
42%|████▏     | 838M/1.97G [00:03&lt;00:04, 280MB/s]

+
4%|▍         | 84.9M/1.97G [00:04&lt;01:17, 26.3MB/s]

 
</pre>

 

 

-
42%|████▏     | 838M/1.97G [00:03<00:04, 280MB/s]

+
4%|▍         | 84.9M/1.97G [00:04<01:17, 26.3MB/s]

 
end{sphinxVerbatim}

 

 

 

-
42%|████▏     | 838M/1.97G [00:03<00:04, 280MB/s]

+
4%|▍         | 84.9M/1.97G [00:04<01:17, 26.3MB/s]

 
 
 

@@ -1242,16 +1242,16 @@
 
 

 

-
43%|████▎     | 869M/1.97G [00:03&lt;00:04, 293MB/s]

+
4%|▍         | 87.7M/1.97G [00:04&lt;01:16, 26.5MB/s]

 
</pre>

 

 

-
43%|████▎     | 869M/1.97G [00:03<00:04, 293MB/s]

+
4%|▍         | 87.7M/1.97G [00:04<01:16, 26.5MB/s]

 
end{sphinxVerbatim}

 

 

 

-
43%|████▎     | 869M/1.97G [00:03<00:04, 293MB/s]

+
4%|▍         | 87.7M/1.97G [00:04<01:16, 26.5MB/s]

 
 
 

@@ -1268,16 +1268,16 @@
 
 

 

-
44%|████▍     | 897M/1.97G [00:04&lt;00:04, 279MB/s]

+
4%|▍         | 90.5M/1.97G [00:04&lt;01:13, 27.4MB/s]

 
</pre>

 

 

-
44%|████▍     | 897M/1.97G [00:04<00:04, 279MB/s]

+
4%|▍         | 90.5M/1.97G [00:04<01:13, 27.4MB/s]

 
end{sphinxVerbatim}

 

 

 

-
44%|████▍     | 897M/1.97G [00:04<00:04, 279MB/s]

+
4%|▍         | 90.5M/1.97G [00:04<01:13, 27.4MB/s]

 
 
 

@@ -1294,16 +1294,16 @@
 
 

 

-
46%|████▌     | 926M/1.97G [00:04&lt;00:04, 285MB/s]

+
5%|▍         | 93.2M/1.97G [00:04&lt;01:12, 27.7MB/s]

 
</pre>

 

 

-
46%|████▌     | 926M/1.97G [00:04<00:04, 285MB/s]

+
5%|▍         | 93.2M/1.97G [00:04<01:12, 27.7MB/s]

 
end{sphinxVerbatim}

 

 

 

-
46%|████▌     | 926M/1.97G [00:04<00:04, 285MB/s]

+
5%|▍         | 93.2M/1.97G [00:04<01:12, 27.7MB/s]

 
 
 

@@ -1320,16 +1320,16 @@
 
 

 

-
47%|████▋     | 957M/1.97G [00:04&lt;00:03, 297MB/s]

+
5%|▍         | 96.0M/1.97G [00:04&lt;01:19, 25.2MB/s]

 
</pre>

 

 

-
47%|████▋     | 957M/1.97G [00:04<00:03, 297MB/s]

+
5%|▍         | 96.0M/1.97G [00:04<01:19, 25.2MB/s]

 
end{sphinxVerbatim}

 

 

 

-
47%|████▋     | 957M/1.97G [00:04<00:03, 297MB/s]

+
5%|▍         | 96.0M/1.97G [00:04<01:19, 25.2MB/s]

 
 
 

@@ -1346,16 +1346,16 @@
 
 

 

-
49%|████▉     | 986M/1.97G [00:04&lt;00:03, 289MB/s]

+
5%|▍         | 98.5M/1.97G [00:04&lt;01:40, 20.1MB/s]

 
</pre>

 

 

-
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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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end{sphinxVerbatim}

 

 

 

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</pre>

 

 

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+

+

+
99%|█████████▉| 1.96G/1.97G [01:31<00:00, 21.8MB/s]

+

+

+

+

+

+

+

+

+
more-to-come:

+

+
class:

+
stderr

+

+

+

+

+
99%|█████████▉| 1.96G/1.97G [01:32&lt;00:00, 26.6MB/s]

+
</pre>

+

+

+
99%|█████████▉| 1.96G/1.97G [01:32<00:00, 26.6MB/s]

+
end{sphinxVerbatim}

+

+

+

+
99%|█████████▉| 1.96G/1.97G [01:32<00:00, 26.6MB/s]

 

 

 

@@ -2301,16 +18811,16 @@
 

 
 

-
100%|█████████▉| 1.96G/1.97G [00:08&lt;00:00, 230MB/s]

+
100%|█████████▉| 1.96G/1.97G [01:32&lt;00:00, 24.3MB/s]

 
</pre>

 

 

-
100%|█████████▉| 1.96G/1.97G [00:08<00:00, 230MB/s]

+
100%|█████████▉| 1.96G/1.97G [01:32<00:00, 24.3MB/s]

 
end{sphinxVerbatim}

 

 

 

-
100%|█████████▉| 1.96G/1.97G [00:08<00:00, 230MB/s]

+
100%|█████████▉| 1.96G/1.97G [01:32<00:00, 24.3MB/s]

 

 

 

@@ -2318,16 +18828,50 @@
 

 
 

-
100%|██████████| 1.97G/1.97G [00:08&lt;00:00, 255MB/s]

+
100%|█████████▉| 1.97G/1.97G [01:32&lt;00:00, 25.5MB/s]

 
</pre>

 

 

-
100%|██████████| 1.97G/1.97G [00:08<00:00, 255MB/s]

+
100%|█████████▉| 1.97G/1.97G [01:32<00:00, 25.5MB/s]

 
end{sphinxVerbatim}

 

 

 

-
100%|██████████| 1.97G/1.97G [00:08<00:00, 255MB/s]

+
100%|█████████▉| 1.97G/1.97G [01:32<00:00, 25.5MB/s]

+

+

+

+

+

+

+

+
100%|█████████▉| 1.97G/1.97G [01:32&lt;00:00, 22.4MB/s]

+
</pre>

+

+

+
100%|█████████▉| 1.97G/1.97G [01:32<00:00, 22.4MB/s]

+
end{sphinxVerbatim}

+

+

+

+
100%|█████████▉| 1.97G/1.97G [01:32<00:00, 22.4MB/s]

+

+

+

+

+

+

+

+
100%|██████████| 1.97G/1.97G [01:32&lt;00:00, 22.9MB/s]

+
</pre>

+

+

+
100%|██████████| 1.97G/1.97G [01:32<00:00, 22.9MB/s]

+
end{sphinxVerbatim}

+

+

+

+
100%|██████████| 1.97G/1.97G [01:32<00:00, 22.9MB/s]

 

 

 

@@ -2614,20 +19158,20 @@ tensor([[0.1135, 0.1063, 0.0490],
 

 

 
-{'106349S_por': {'filename': 'data/106349S_por.png',
-  'rank politician press conference': 0,
-  'politician press conference': 0.16655388474464417,
-  'rank a world map': 2,
-  'a world map': 0.09352904558181763,
-  'rank a dog': 0,
-  'a dog': 0.10862946510314941},
- '102141_2_eng': {'filename': 'data/102141_2_eng.png',
+{'102141_2_eng': {'filename': 'data/102141_2_eng.png',
   'rank politician press conference': 2,
   'politician press conference': 0.11350078880786896,
   'rank a world map': 1,
   'a world map': 0.10633410513401031,
   'rank a dog': 2,
   'a dog': 0.04904009774327278},
+ '106349S_por': {'filename': 'data/106349S_por.png',
+  'rank politician press conference': 0,
+  'politician press conference': 0.16655388474464417,
+  'rank a world map': 2,
+  'a world map': 0.09352904558181763,
+  'rank a dog': 0,
+  'a dog': 0.10862946510314941},
  '102730_eng': {'filename': 'data/102730_eng.png',
   'rank politician press conference': 1,
   'politician press conference': 0.14405086636543274,
@@ -2859,16 +19403,16 @@ simultaneously. With the parameter 
 

 

-
0%|          | 4.01M/1.78G [00:00&lt;01:10, 27.0MB/s]

+
0%|          | 816k/1.78G [00:00&lt;03:50, 8.28MB/s]

 
</pre>

 

 

-
0%|          | 4.01M/1.78G [00:00<01:10, 27.0MB/s]

+
0%|          | 816k/1.78G [00:00<03:50, 8.28MB/s]

 
end{sphinxVerbatim}

 

 

 

-
0%|          | 4.01M/1.78G [00:00<01:10, 27.0MB/s]

+
0%|          | 816k/1.78G [00:00<03:50, 8.28MB/s]

 

 
 

@@ -2885,16 +19429,16 @@ simultaneously. With the parameter 
 

 

-
1%|          | 16.0M/1.78G [00:00&lt;00:35, 53.7MB/s]

+
0%|          | 3.62M/1.78G [00:00&lt;01:33, 20.4MB/s]

 
</pre>

 

 

-
1%|          | 16.0M/1.78G [00:00<00:35, 53.7MB/s]

+
0%|          | 3.62M/1.78G [00:00<01:33, 20.4MB/s]

 
end{sphinxVerbatim}

 

 

 

-
1%|          | 16.0M/1.78G [00:00<00:35, 53.7MB/s]

+
0%|          | 3.62M/1.78G [00:00<01:33, 20.4MB/s]

 
 
 

@@ -2911,16 +19455,16 @@ simultaneously. With the parameter 
 

 

-
2%|▏         | 32.0M/1.78G [00:00&lt;00:22, 83.5MB/s]

+
0%|          | 6.12M/1.78G [00:00&lt;01:23, 22.7MB/s]

 
</pre>

 

 

-
2%|▏         | 32.0M/1.78G [00:00<00:22, 83.5MB/s]

+
0%|          | 6.12M/1.78G [00:00<01:23, 22.7MB/s]

 
end{sphinxVerbatim}

 

 

 

-
2%|▏         | 32.0M/1.78G [00:00<00:22, 83.5MB/s]

+
0%|          | 6.12M/1.78G [00:00<01:23, 22.7MB/s]

 
 
 

@@ -2937,16 +19481,16 @@ simultaneously. With the parameter 
 

 

-
3%|▎         | 48.0M/1.78G [00:00&lt;00:18, 99.9MB/s]

+
1%|          | 9.93M/1.78G [00:00&lt;01:05, 29.1MB/s]

 
</pre>

 

 

-
3%|▎         | 48.0M/1.78G [00:00<00:18, 99.9MB/s]

+
1%|          | 9.93M/1.78G [00:00<01:05, 29.1MB/s]

 
end{sphinxVerbatim}

 

 

 

-
3%|▎         | 48.0M/1.78G [00:00<00:18, 99.9MB/s]

+
1%|          | 9.93M/1.78G [00:00<01:05, 29.1MB/s]

 
 
 

@@ -2963,16 +19507,16 @@ simultaneously. With the parameter 
 

 

-
4%|▎         | 64.0M/1.78G [00:00&lt;00:15, 117MB/s]

+
1%|          | 13.6M/1.78G [00:00&lt;00:58, 32.4MB/s]

 
</pre>

 

 

-
4%|▎         | 64.0M/1.78G [00:00<00:15, 117MB/s]

+
1%|          | 13.6M/1.78G [00:00<00:58, 32.4MB/s]

 
end{sphinxVerbatim}

 

 

 

-
4%|▎         | 64.0M/1.78G [00:00<00:15, 117MB/s]

+
1%|          | 13.6M/1.78G [00:00<00:58, 32.4MB/s]

 
 
 

@@ -2989,16 +19533,16 @@ simultaneously. With the parameter 
 

 

-
4%|▍         | 75.8M/1.78G [00:01&lt;00:30, 60.1MB/s]

+
1%|          | 17.3M/1.78G [00:00&lt;00:55, 34.0MB/s]

 
</pre>

 

 

-
4%|▍         | 75.8M/1.78G [00:01<00:30, 60.1MB/s]

+
1%|          | 17.3M/1.78G [00:00<00:55, 34.0MB/s]

 
end{sphinxVerbatim}

 

 

 

-
4%|▍         | 75.8M/1.78G [00:01<00:30, 60.1MB/s]

+
1%|          | 17.3M/1.78G [00:00<00:55, 34.0MB/s]

 
 
 

@@ -3015,16 +19559,16 @@ simultaneously. With the parameter 
 

 

-
5%|▍         | 88.0M/1.78G [00:01&lt;00:31, 57.9MB/s]

+
1%|          | 20.5M/1.78G [00:00&lt;00:59, 31.6MB/s]

 
</pre>

 

 

-
5%|▍         | 88.0M/1.78G [00:01<00:31, 57.9MB/s]

+
1%|          | 20.5M/1.78G [00:00<00:59, 31.6MB/s]

 
end{sphinxVerbatim}

 

 

 

-
5%|▍         | 88.0M/1.78G [00:01<00:31, 57.9MB/s]

+
1%|          | 20.5M/1.78G [00:00<00:59, 31.6MB/s]

 
 
 

@@ -3041,16 +19585,16 @@ simultaneously. With the parameter 
 

 

-
6%|▌         | 111M/1.78G [00:01&lt;00:20, 88.3MB/s]

+
1%|▏         | 25.3M/1.78G [00:00&lt;00:51, 36.8MB/s]

 
</pre>

 

 

-
6%|▌         | 111M/1.78G [00:01<00:20, 88.3MB/s]

+
1%|▏         | 25.3M/1.78G [00:00<00:51, 36.8MB/s]

 
end{sphinxVerbatim}

 

 

 

-
6%|▌         | 111M/1.78G [00:01<00:20, 88.3MB/s]

+
1%|▏         | 25.3M/1.78G [00:00<00:51, 36.8MB/s]

 
 
 

@@ -3067,16 +19611,16 @@ simultaneously. With the parameter 
 

 

-
7%|▋         | 135M/1.78G [00:01&lt;00:14, 120MB/s]

+
2%|▏         | 28.8M/1.78G [00:00&lt;00:59, 31.8MB/s]

 
</pre>

 

 

-
7%|▋         | 135M/1.78G [00:01<00:14, 120MB/s]

+
2%|▏         | 28.8M/1.78G [00:00<00:59, 31.8MB/s]

 
end{sphinxVerbatim}

 

 

 

-
7%|▋         | 135M/1.78G [00:01<00:14, 120MB/s]

+
2%|▏         | 28.8M/1.78G [00:00<00:59, 31.8MB/s]

 
 
 

@@ -3093,16 +19637,16 @@ simultaneously. With the parameter 
 

 

-
8%|▊         | 154M/1.78G [00:01&lt;00:12, 136MB/s]

+
2%|▏         | 32.0M/1.78G [00:01&lt;01:03, 29.7MB/s]

 
</pre>

 

 

-
8%|▊         | 154M/1.78G [00:01<00:12, 136MB/s]

+
2%|▏         | 32.0M/1.78G [00:01<01:03, 29.7MB/s]

 
end{sphinxVerbatim}

 

 

 

-
8%|▊         | 154M/1.78G [00:01<00:12, 136MB/s]

+
2%|▏         | 32.0M/1.78G [00:01<01:03, 29.7MB/s]

 
 
 

@@ -3119,16 +19663,16 @@ simultaneously. With the parameter 
 

 

-
10%|▉         | 173M/1.78G [00:01&lt;00:11, 151MB/s]

+
2%|▏         | 35.6M/1.78G [00:01&lt;00:58, 31.8MB/s]

 
</pre>

 

 

-
10%|▉         | 173M/1.78G [00:01<00:11, 151MB/s]

+
2%|▏         | 35.6M/1.78G [00:01<00:58, 31.8MB/s]

 
end{sphinxVerbatim}

 

 

 

-
10%|▉         | 173M/1.78G [00:01<00:11, 151MB/s]

+
2%|▏         | 35.6M/1.78G [00:01<00:58, 31.8MB/s]

 
 
 

@@ -3145,16 +19689,16 @@ simultaneously. With the parameter 
 

 

-
11%|█         | 196M/1.78G [00:01&lt;00:09, 174MB/s]

+
2%|▏         | 38.7M/1.78G [00:01&lt;01:13, 25.4MB/s]

 
</pre>

 

 

-
11%|█         | 196M/1.78G [00:01<00:09, 174MB/s]

+
2%|▏         | 38.7M/1.78G [00:01<01:13, 25.4MB/s]

 
end{sphinxVerbatim}

 

 

 

-
11%|█         | 196M/1.78G [00:01<00:09, 174MB/s]

+
2%|▏         | 38.7M/1.78G [00:01<01:13, 25.4MB/s]

 
 
 

@@ -3171,16 +19715,16 @@ simultaneously. With the parameter 
 

 

-
12%|█▏        | 215M/1.78G [00:02&lt;00:10, 162MB/s]

+
2%|▏         | 41.6M/1.78G [00:01&lt;01:10, 26.4MB/s]

 
</pre>

 

 

-
12%|█▏        | 215M/1.78G [00:02<00:10, 162MB/s]

+
2%|▏         | 41.6M/1.78G [00:01<01:10, 26.4MB/s]

 
end{sphinxVerbatim}

 

 

 

-
12%|█▏        | 215M/1.78G [00:02<00:10, 162MB/s]

+
2%|▏         | 41.6M/1.78G [00:01<01:10, 26.4MB/s]

 
 
 

@@ -3197,16 +19741,16 @@ simultaneously. With the parameter 
 

 

-
13%|█▎        | 233M/1.78G [00:02&lt;00:10, 166MB/s]

+
2%|▏         | 44.6M/1.78G [00:01&lt;01:07, 27.6MB/s]

 
</pre>

 

 

-
13%|█▎        | 233M/1.78G [00:02<00:10, 166MB/s]

+
2%|▏         | 44.6M/1.78G [00:01<01:07, 27.6MB/s]

 
end{sphinxVerbatim}

 

 

 

-
13%|█▎        | 233M/1.78G [00:02<00:10, 166MB/s]

+
2%|▏         | 44.6M/1.78G [00:01<01:07, 27.6MB/s]

 
 
 

@@ -3223,16 +19767,16 @@ simultaneously. With the parameter 
 

 

-
14%|█▍        | 255M/1.78G [00:02&lt;00:08, 184MB/s]

+
3%|▎         | 47.5M/1.78G [00:01&lt;01:06, 28.1MB/s]

 
</pre>

 

 

-
14%|█▍        | 255M/1.78G [00:02<00:08, 184MB/s]

+
3%|▎         | 47.5M/1.78G [00:01<01:06, 28.1MB/s]

 
end{sphinxVerbatim}

 

 

 

-
14%|█▍        | 255M/1.78G [00:02<00:08, 184MB/s]

+
3%|▎         | 47.5M/1.78G [00:01<01:06, 28.1MB/s]

 
 
 

@@ -3249,16 +19793,16 @@ simultaneously. With the parameter 
 

 

-
15%|█▌        | 274M/1.78G [00:02&lt;00:09, 166MB/s]

+
3%|▎         | 50.3M/1.78G [00:01&lt;01:10, 26.3MB/s]

 
</pre>

 

 

-
15%|█▌        | 274M/1.78G [00:02<00:09, 166MB/s]

+
3%|▎         | 50.3M/1.78G [00:01<01:10, 26.3MB/s]

 
end{sphinxVerbatim}

 

 

 

-
15%|█▌        | 274M/1.78G [00:02<00:09, 166MB/s]

+
3%|▎         | 50.3M/1.78G [00:01<01:10, 26.3MB/s]

 
 
 

@@ -3275,16 +19819,16 @@ simultaneously. With the parameter 
 

 

-
16%|█▋        | 296M/1.78G [00:02&lt;00:08, 181MB/s]

+
3%|▎         | 54.0M/1.78G [00:01&lt;01:02, 29.7MB/s]

 
</pre>

 

 

-
16%|█▋        | 296M/1.78G [00:02<00:08, 181MB/s]

+
3%|▎         | 54.0M/1.78G [00:01<01:02, 29.7MB/s]

 
end{sphinxVerbatim}

 

 

 

-
16%|█▋        | 296M/1.78G [00:02<00:08, 181MB/s]

+
3%|▎         | 54.0M/1.78G [00:01<01:02, 29.7MB/s]

 
 
 

@@ -3301,16 +19845,16 @@ simultaneously. With the parameter 
 

 

-
18%|█▊        | 324M/1.78G [00:02&lt;00:07, 210MB/s]

+
3%|▎         | 57.0M/1.78G [00:02&lt;01:12, 25.4MB/s]

 
</pre>

 

 

-
18%|█▊        | 324M/1.78G [00:02<00:07, 210MB/s]

+
3%|▎         | 57.0M/1.78G [00:02<01:12, 25.4MB/s]

 
end{sphinxVerbatim}

 

 

 

-
18%|█▊        | 324M/1.78G [00:02<00:07, 210MB/s]

+
3%|▎         | 57.0M/1.78G [00:02<01:12, 25.4MB/s]

 
 
 

@@ -3327,16 +19871,16 @@ simultaneously. With the parameter 
 

 

-
19%|█▉        | 345M/1.78G [00:02&lt;00:07, 212MB/s]

+
3%|▎         | 59.6M/1.78G [00:02&lt;01:26, 21.3MB/s]

 
</pre>

 

 

-
19%|█▉        | 345M/1.78G [00:02<00:07, 212MB/s]

+
3%|▎         | 59.6M/1.78G [00:02<01:26, 21.3MB/s]

 
end{sphinxVerbatim}

 

 

 

-
19%|█▉        | 345M/1.78G [00:02<00:07, 212MB/s]

+
3%|▎         | 59.6M/1.78G [00:02<01:26, 21.3MB/s]

 
 
 

@@ -3353,16 +19897,16 @@ simultaneously. With the parameter 
 

 

-
20%|██        | 366M/1.78G [00:02&lt;00:07, 196MB/s]

+
3%|▎         | 62.1M/1.78G [00:02&lt;01:21, 22.5MB/s]

 
</pre>

 

 

-
20%|██        | 366M/1.78G [00:02<00:07, 196MB/s]

+
3%|▎         | 62.1M/1.78G [00:02<01:21, 22.5MB/s]

 
end{sphinxVerbatim}

 

 

 

-
20%|██        | 366M/1.78G [00:02<00:07, 196MB/s]

+
3%|▎         | 62.1M/1.78G [00:02<01:21, 22.5MB/s]

 
 
 

@@ -3379,16 +19923,16 @@ simultaneously. With the parameter 
 

 

-
21%|██        | 385M/1.78G [00:02&lt;00:09, 163MB/s]

+
4%|▎         | 64.4M/1.78G [00:02&lt;01:34, 19.5MB/s]

 
</pre>

 

 

-
21%|██        | 385M/1.78G [00:02<00:09, 163MB/s]

+
4%|▎         | 64.4M/1.78G [00:02<01:34, 19.5MB/s]

 
end{sphinxVerbatim}

 

 

 

-
21%|██        | 385M/1.78G [00:02<00:09, 163MB/s]

+
4%|▎         | 64.4M/1.78G [00:02<01:34, 19.5MB/s]

 
 
 

@@ -3405,16 +19949,16 @@ simultaneously. With the parameter 
 

 

-
22%|██▏       | 408M/1.78G [00:03&lt;00:08, 181MB/s]

+
4%|▎         | 66.8M/1.78G [00:02&lt;01:31, 20.1MB/s]

 
</pre>

 

 

-
22%|██▏       | 408M/1.78G [00:03<00:08, 181MB/s]

+
4%|▎         | 66.8M/1.78G [00:02<01:31, 20.1MB/s]

 
end{sphinxVerbatim}

 

 

 

-
22%|██▏       | 408M/1.78G [00:03<00:08, 181MB/s]

+
4%|▎         | 66.8M/1.78G [00:02<01:31, 20.1MB/s]

 
 
 

@@ -3431,16 +19975,16 @@ simultaneously. With the parameter 
 

 

-
23%|██▎       | 426M/1.78G [00:03&lt;00:08, 182MB/s]

+
4%|▍         | 69.8M/1.78G [00:02&lt;01:20, 22.9MB/s]

 
</pre>

 

 

-
23%|██▎       | 426M/1.78G [00:03<00:08, 182MB/s]

+
4%|▍         | 69.8M/1.78G [00:02<01:20, 22.9MB/s]

 
end{sphinxVerbatim}

 

 

 

-
23%|██▎       | 426M/1.78G [00:03<00:08, 182MB/s]

+
4%|▍         | 69.8M/1.78G [00:02<01:20, 22.9MB/s]

 
 
 

@@ -3457,16 +20001,16 @@ simultaneously. With the parameter 
 

 

-
24%|██▍       | 445M/1.78G [00:03&lt;00:09, 152MB/s]

+
4%|▍         | 72.6M/1.78G [00:02&lt;01:15, 24.2MB/s]

 
</pre>

 

 

-
24%|██▍       | 445M/1.78G [00:03<00:09, 152MB/s]

+
4%|▍         | 72.6M/1.78G [00:02<01:15, 24.2MB/s]

 
end{sphinxVerbatim}

 

 

 

-
24%|██▍       | 445M/1.78G [00:03<00:09, 152MB/s]

+
4%|▍         | 72.6M/1.78G [00:02<01:15, 24.2MB/s]

 
 
 

@@ -3483,16 +20027,16 @@ simultaneously. With the parameter 
 

 

-
26%|██▌       | 471M/1.78G [00:03&lt;00:07, 180MB/s]

+
4%|▍         | 75.0M/1.78G [00:03&lt;01:18, 23.3MB/s]

 
</pre>

 

 

-
26%|██▌       | 471M/1.78G [00:03<00:07, 180MB/s]

+
4%|▍         | 75.0M/1.78G [00:03<01:18, 23.3MB/s]

 
end{sphinxVerbatim}

 

 

 

-
26%|██▌       | 471M/1.78G [00:03<00:07, 180MB/s]

+
4%|▍         | 75.0M/1.78G [00:03<01:18, 23.3MB/s]

 
 
 

@@ -3509,16 +20053,16 @@ simultaneously. With the parameter 
 

 

-
27%|██▋       | 494M/1.78G [00:03&lt;00:07, 196MB/s]

+
4%|▍         | 77.6M/1.78G [00:03&lt;01:14, 24.4MB/s]

 
</pre>

 

 

-
27%|██▋       | 494M/1.78G [00:03<00:07, 196MB/s]

+
4%|▍         | 77.6M/1.78G [00:03<01:14, 24.4MB/s]

 
end{sphinxVerbatim}

 

 

 

-
27%|██▋       | 494M/1.78G [00:03<00:07, 196MB/s]

+
4%|▍         | 77.6M/1.78G [00:03<01:14, 24.4MB/s]

 
 
 

@@ -3535,16 +20079,16 @@ simultaneously. With the parameter 
 

 

-
29%|██▊       | 520M/1.78G [00:03&lt;00:06, 203MB/s]

+
4%|▍         | 80.3M/1.78G [00:03&lt;01:11, 25.4MB/s]

 
</pre>

 

 

-
29%|██▊       | 520M/1.78G [00:03<00:06, 203MB/s]

+
4%|▍         | 80.3M/1.78G [00:03<01:11, 25.4MB/s]

 
end{sphinxVerbatim}

 

 

 

-
29%|██▊       | 520M/1.78G [00:03<00:06, 203MB/s]

+
4%|▍         | 80.3M/1.78G [00:03<01:11, 25.4MB/s]

 
 
 

@@ -3561,16 +20105,16 @@ simultaneously. With the parameter 
 

 

-
30%|██▉       | 540M/1.78G [00:03&lt;00:07, 179MB/s]

+
5%|▍         | 83.0M/1.78G [00:03&lt;01:10, 25.7MB/s]

 
</pre>

 

 

-
30%|██▉       | 540M/1.78G [00:03<00:07, 179MB/s]

+
5%|▍         | 83.0M/1.78G [00:03<01:10, 25.7MB/s]

 
end{sphinxVerbatim}

 

 

 

-
30%|██▉       | 540M/1.78G [00:03<00:07, 179MB/s]

+
5%|▍         | 83.0M/1.78G [00:03<01:10, 25.7MB/s]

 
 
 

@@ -3587,16 +20131,16 @@ simultaneously. With the parameter 
 

 

-
32%|███▏      | 574M/1.78G [00:03&lt;00:05, 223MB/s]

+
5%|▍         | 85.5M/1.78G [00:03&lt;01:14, 24.4MB/s]

 
</pre>

 

 

-
32%|███▏      | 574M/1.78G [00:03<00:05, 223MB/s]

+
5%|▍         | 85.5M/1.78G [00:03<01:14, 24.4MB/s]

 
end{sphinxVerbatim}

 

 

 

-
32%|███▏      | 574M/1.78G [00:03<00:05, 223MB/s]

+
5%|▍         | 85.5M/1.78G [00:03<01:14, 24.4MB/s]

 
 
 

@@ -3613,16 +20157,16 @@ simultaneously. With the parameter 
 

 

-
33%|███▎      | 597M/1.78G [00:04&lt;00:06, 210MB/s]

+
5%|▍         | 87.9M/1.78G [00:03&lt;01:15, 24.0MB/s]

 
</pre>

 

 

-
33%|███▎      | 597M/1.78G [00:04<00:06, 210MB/s]

+
5%|▍         | 87.9M/1.78G [00:03<01:15, 24.0MB/s]

 
end{sphinxVerbatim}

 

 

 

-
33%|███▎      | 597M/1.78G [00:04<00:06, 210MB/s]

+
5%|▍         | 87.9M/1.78G [00:03<01:15, 24.0MB/s]

 
 
 

@@ -3639,16 +20183,16 @@ simultaneously. With the parameter 
 

 

-
34%|███▍      | 621M/1.78G [00:04&lt;00:05, 221MB/s]

+
5%|▌         | 92.5M/1.78G [00:03&lt;00:59, 30.7MB/s]

 
</pre>

 

 

-
34%|███▍      | 621M/1.78G [00:04<00:05, 221MB/s]

+
5%|▌         | 92.5M/1.78G [00:03<00:59, 30.7MB/s]

 
end{sphinxVerbatim}

 

 

 

-
34%|███▍      | 621M/1.78G [00:04<00:05, 221MB/s]

+
5%|▌         | 92.5M/1.78G [00:03<00:59, 30.7MB/s]

 
 
 

@@ -3665,16 +20209,16 @@ simultaneously. With the parameter 
 

 

-
35%|███▌      | 644M/1.78G [00:04&lt;00:06, 193MB/s]

+
5%|▌         | 95.5M/1.78G [00:03&lt;00:58, 30.9MB/s]

 
</pre>

 

 

-
35%|███▌      | 644M/1.78G [00:04<00:06, 193MB/s]

+
5%|▌         | 95.5M/1.78G [00:03<00:58, 30.9MB/s]

 
end{sphinxVerbatim}

 

 

 

-
35%|███▌      | 644M/1.78G [00:04<00:06, 193MB/s]

+
5%|▌         | 95.5M/1.78G [00:03<00:58, 30.9MB/s]

 
 
 

@@ -3691,16 +20235,16 @@ simultaneously. With the parameter 
 

 

-
36%|███▋      | 664M/1.78G [00:04&lt;00:06, 177MB/s]

+
5%|▌         | 98.5M/1.78G [00:03&lt;01:07, 26.9MB/s]

 
</pre>

 

 

-
36%|███▋      | 664M/1.78G [00:04<00:06, 177MB/s]

+
5%|▌         | 98.5M/1.78G [00:03<01:07, 26.9MB/s]

 
end{sphinxVerbatim}

 

 

 

-
36%|███▋      | 664M/1.78G [00:04<00:06, 177MB/s]

+
5%|▌         | 98.5M/1.78G [00:03<01:07, 26.9MB/s]

 
 
 

@@ -3717,16 +20261,16 @@ simultaneously. With the parameter 
 

 

-
38%|███▊      | 687M/1.78G [00:04&lt;00:06, 192MB/s]

+
6%|▌         | 101M/1.78G [00:04&lt;01:25, 21.2MB/s]

 
</pre>

 

 

-
38%|███▊      | 687M/1.78G [00:04<00:06, 192MB/s]

+
6%|▌         | 101M/1.78G [00:04<01:25, 21.2MB/s]

 
end{sphinxVerbatim}

 

 

 

-
38%|███▊      | 687M/1.78G [00:04<00:06, 192MB/s]

+
6%|▌         | 101M/1.78G [00:04<01:25, 21.2MB/s]

 
 
 

@@ -3743,16 +20287,16 @@ simultaneously. With the parameter 
 

 

-
39%|███▉      | 711M/1.78G [00:04&lt;00:05, 208MB/s]

+
6%|▌         | 103M/1.78G [00:04&lt;01:36, 18.7MB/s]

 
</pre>

 

 

-
39%|███▉      | 711M/1.78G [00:04<00:05, 208MB/s]

+
6%|▌         | 103M/1.78G [00:04<01:36, 18.7MB/s]

 
end{sphinxVerbatim}

 

 

 

-
39%|███▉      | 711M/1.78G [00:04<00:05, 208MB/s]

+
6%|▌         | 103M/1.78G [00:04<01:36, 18.7MB/s]

 
 
 

@@ -3769,16 +20313,16 @@ simultaneously. With the parameter 
 

 

-
40%|████      | 732M/1.78G [00:05&lt;00:08, 127MB/s]

+
6%|▌         | 105M/1.78G [00:04&lt;01:35, 18.8MB/s]

 
</pre>

 

 

-
40%|████      | 732M/1.78G [00:05<00:08, 127MB/s]

+
6%|▌         | 105M/1.78G [00:04<01:35, 18.8MB/s]

 
end{sphinxVerbatim}

 

 

 

-
40%|████      | 732M/1.78G [00:05<00:08, 127MB/s]

+
6%|▌         | 105M/1.78G [00:04<01:35, 18.8MB/s]

 
 
 

@@ -3795,16 +20339,16 @@ simultaneously. With the parameter 
 

 

-
41%|████      | 748M/1.78G [00:05&lt;00:08, 130MB/s]

+
6%|▌         | 108M/1.78G [00:04&lt;01:29, 20.1MB/s]

 
</pre>

 

 

-
41%|████      | 748M/1.78G [00:05<00:08, 130MB/s]

+
6%|▌         | 108M/1.78G [00:04<01:29, 20.1MB/s]

 
end{sphinxVerbatim}

 

 

 

-
41%|████      | 748M/1.78G [00:05<00:08, 130MB/s]

+
6%|▌         | 108M/1.78G [00:04<01:29, 20.1MB/s]

 
 
 

@@ -3821,16 +20365,16 @@ simultaneously. With the parameter 
 

 

-
42%|████▏     | 768M/1.78G [00:05&lt;00:08, 127MB/s]

+
6%|▌         | 111M/1.78G [00:04&lt;01:22, 21.9MB/s]

 
</pre>

 

 

-
42%|████▏     | 768M/1.78G [00:05<00:08, 127MB/s]

+
6%|▌         | 111M/1.78G [00:04<01:22, 21.9MB/s]

 
end{sphinxVerbatim}

 

 

 

-
42%|████▏     | 768M/1.78G [00:05<00:08, 127MB/s]

+
6%|▌         | 111M/1.78G [00:04<01:22, 21.9MB/s]

 
 
 

@@ -3847,16 +20391,16 @@ simultaneously. With the parameter 
 

 

-
44%|████▎     | 793M/1.78G [00:05&lt;00:06, 155MB/s]

+
6%|▌         | 113M/1.78G [00:04&lt;01:19, 22.6MB/s]

 
</pre>

 

 

-
44%|████▎     | 793M/1.78G [00:05<00:06, 155MB/s]

+
6%|▌         | 113M/1.78G [00:04<01:19, 22.6MB/s]

 
end{sphinxVerbatim}

 

 

 

-
44%|████▎     | 793M/1.78G [00:05<00:06, 155MB/s]

+
6%|▌         | 113M/1.78G [00:04<01:19, 22.6MB/s]

 
 
 

@@ -3873,16 +20417,16 @@ simultaneously. With the parameter 
 

 

-
45%|████▍     | 815M/1.78G [00:05&lt;00:06, 172MB/s]

+
6%|▋         | 115M/1.78G [00:04&lt;01:21, 21.9MB/s]

 
</pre>

 

 

-
45%|████▍     | 815M/1.78G [00:05<00:06, 172MB/s]

+
6%|▋         | 115M/1.78G [00:04<01:21, 21.9MB/s]

 
end{sphinxVerbatim}

 

 

 

-
45%|████▍     | 815M/1.78G [00:05<00:06, 172MB/s]

+
6%|▋         | 115M/1.78G [00:04<01:21, 21.9MB/s]

 
 
 

@@ -3899,16 +20443,16 @@ simultaneously. With the parameter 
 

 

-
46%|████▌     | 834M/1.78G [00:05&lt;00:05, 176MB/s]

+
6%|▋         | 117M/1.78G [00:04&lt;01:21, 21.9MB/s]

 
</pre>

 

 

-
46%|████▌     | 834M/1.78G [00:05<00:05, 176MB/s]

+
6%|▋         | 117M/1.78G [00:04<01:21, 21.9MB/s]

 
end{sphinxVerbatim}

 

 

 

-
46%|████▌     | 834M/1.78G [00:05<00:05, 176MB/s]

+
6%|▋         | 117M/1.78G [00:04<01:21, 21.9MB/s]

 
 
 

@@ -3925,16 +20469,16 @@ simultaneously. With the parameter 
 

 

-
48%|████▊     | 865M/1.78G [00:05&lt;00:04, 214MB/s]

+
7%|▋         | 120M/1.78G [00:05&lt;01:21, 21.9MB/s]

 
</pre>

 

 

-
48%|████▊     | 865M/1.78G [00:05<00:04, 214MB/s]

+
7%|▋         | 120M/1.78G [00:05<01:21, 21.9MB/s]

 
end{sphinxVerbatim}

 

 

 

-
48%|████▊     | 865M/1.78G [00:05<00:04, 214MB/s]

+
7%|▋         | 120M/1.78G [00:05<01:21, 21.9MB/s]

 
 
 

@@ -3951,16 +20495,16 @@ simultaneously. With the parameter 
 

 

-
49%|████▊     | 887M/1.78G [00:05&lt;00:05, 172MB/s]

+
7%|▋         | 122M/1.78G [00:05&lt;01:15, 23.5MB/s]

 
</pre>

 

 

-
49%|████▊     | 887M/1.78G [00:05<00:05, 172MB/s]

+
7%|▋         | 122M/1.78G [00:05<01:15, 23.5MB/s]

 
end{sphinxVerbatim}

 

 

 

-
49%|████▊     | 887M/1.78G [00:05<00:05, 172MB/s]

+
7%|▋         | 122M/1.78G [00:05<01:15, 23.5MB/s]

 
 
 

@@ -3977,16 +20521,16 @@ simultaneously. With the parameter 
 

 

-
50%|████▉     | 906M/1.78G [00:06&lt;00:06, 145MB/s]

+
7%|▋         | 125M/1.78G [00:05&lt;01:09, 25.5MB/s]

 
</pre>

 

 

-
50%|████▉     | 906M/1.78G [00:06<00:06, 145MB/s]

+
7%|▋         | 125M/1.78G [00:05<01:09, 25.5MB/s]

 
end{sphinxVerbatim}

 

 

 

-
50%|████▉     | 906M/1.78G [00:06<00:06, 145MB/s]

+
7%|▋         | 125M/1.78G [00:05<01:09, 25.5MB/s]

 
 
 

@@ -4003,16 +20547,16 @@ simultaneously. With the parameter 
 

 

-
51%|█████     | 922M/1.78G [00:06&lt;00:06, 148MB/s]

+
7%|▋         | 128M/1.78G [00:05&lt;01:08, 25.9MB/s]

 
</pre>

 

 

-
51%|█████     | 922M/1.78G [00:06<00:06, 148MB/s]

+
7%|▋         | 128M/1.78G [00:05<01:08, 25.9MB/s]

 
end{sphinxVerbatim}

 

 

 

-
51%|█████     | 922M/1.78G [00:06<00:06, 148MB/s]

+
7%|▋         | 128M/1.78G [00:05<01:08, 25.9MB/s]

 
 
 

@@ -4029,16 +20573,16 @@ simultaneously. With the parameter 
 

 

-
52%|█████▏    | 938M/1.78G [00:06&lt;00:08, 110MB/s]

+
7%|▋         | 130M/1.78G [00:05&lt;01:15, 23.4MB/s]

 
</pre>

 

 

-
52%|█████▏    | 938M/1.78G [00:06<00:08, 110MB/s]

+
7%|▋         | 130M/1.78G [00:05<01:15, 23.4MB/s]

 
end{sphinxVerbatim}

 

 

 

-
52%|█████▏    | 938M/1.78G [00:06<00:08, 110MB/s]

+
7%|▋         | 130M/1.78G [00:05<01:15, 23.4MB/s]

 
 
 

@@ -4055,16 +20599,16 @@ simultaneously. With the parameter 
 

 

-
52%|█████▏    | 951M/1.78G [00:06&lt;00:08, 111MB/s]

+
7%|▋         | 133M/1.78G [00:05&lt;01:12, 24.4MB/s]

 
</pre>

 

 

-
52%|█████▏    | 951M/1.78G [00:06<00:08, 111MB/s]

+
7%|▋         | 133M/1.78G [00:05<01:12, 24.4MB/s]

 
end{sphinxVerbatim}

 

 

 

-
52%|█████▏    | 951M/1.78G [00:06<00:08, 111MB/s]

+
7%|▋         | 133M/1.78G [00:05<01:12, 24.4MB/s]

 
 
 

@@ -4081,16 +20625,16 @@ simultaneously. With the parameter 
 

 

-
54%|█████▎    | 976M/1.78G [00:06&lt;00:06, 133MB/s]

+
7%|▋         | 136M/1.78G [00:05&lt;01:14, 23.6MB/s]

 
</pre>

 

 

-
54%|█████▎    | 976M/1.78G [00:06<00:06, 133MB/s]

+
7%|▋         | 136M/1.78G [00:05<01:14, 23.6MB/s]

 
end{sphinxVerbatim}

 

 

 

-
54%|█████▎    | 976M/1.78G [00:06<00:06, 133MB/s]

+
7%|▋         | 136M/1.78G [00:05<01:14, 23.6MB/s]

 
 
 

@@ -4107,16 +20651,16 @@ simultaneously. With the parameter 
 

 

-
55%|█████▍    | 0.98G/1.78G [00:07&lt;00:06, 123MB/s]

+
8%|▊         | 138M/1.78G [00:05&lt;01:19, 22.3MB/s]

 
</pre>

 

 

-
55%|█████▍    | 0.98G/1.78G [00:07<00:06, 123MB/s]

+
8%|▊         | 138M/1.78G [00:05<01:19, 22.3MB/s]

 
end{sphinxVerbatim}

 

 

 

-
55%|█████▍    | 0.98G/1.78G [00:07<00:06, 123MB/s]

+
8%|▊         | 138M/1.78G [00:05<01:19, 22.3MB/s]

 
 
 

@@ -4133,16 +20677,16 @@ simultaneously. With the parameter 
 

 

-
56%|█████▌    | 1.00G/1.78G [00:07&lt;00:05, 144MB/s]

+
8%|▊         | 141M/1.78G [00:05&lt;01:07, 26.0MB/s]

 
</pre>

 

 

-
56%|█████▌    | 1.00G/1.78G [00:07<00:05, 144MB/s]

+
8%|▊         | 141M/1.78G [00:05<01:07, 26.0MB/s]

 
end{sphinxVerbatim}

 

 

 

-
56%|█████▌    | 1.00G/1.78G [00:07<00:05, 144MB/s]

+
8%|▊         | 141M/1.78G [00:05<01:07, 26.0MB/s]

 
 
 

@@ -4159,16 +20703,16 @@ simultaneously. With the parameter 
 

 

-
57%|█████▋    | 1.02G/1.78G [00:07&lt;00:04, 167MB/s]

+
8%|▊         | 144M/1.78G [00:06&lt;01:07, 26.2MB/s]

 
</pre>

 

 

-
57%|█████▋    | 1.02G/1.78G [00:07<00:04, 167MB/s]

+
8%|▊         | 144M/1.78G [00:06<01:07, 26.2MB/s]

 
end{sphinxVerbatim}

 

 

 

-
57%|█████▋    | 1.02G/1.78G [00:07<00:04, 167MB/s]

+
8%|▊         | 144M/1.78G [00:06<01:07, 26.2MB/s]

 
 
 

@@ -4185,16 +20729,16 @@ simultaneously. With the parameter 
 

 

-
58%|█████▊    | 1.04G/1.78G [00:07&lt;00:04, 174MB/s]

+
8%|▊         | 147M/1.78G [00:06&lt;01:04, 27.3MB/s]

 
</pre>

 

 

-
58%|█████▊    | 1.04G/1.78G [00:07<00:04, 174MB/s]

+
8%|▊         | 147M/1.78G [00:06<01:04, 27.3MB/s]

 
end{sphinxVerbatim}

 

 

 

-
58%|█████▊    | 1.04G/1.78G [00:07<00:04, 174MB/s]

+
8%|▊         | 147M/1.78G [00:06<01:04, 27.3MB/s]

 
 
 

@@ -4211,16 +20755,16 @@ simultaneously. With the parameter 
 

 

-
60%|█████▉    | 1.06G/1.78G [00:07&lt;00:04, 189MB/s]

+
8%|▊         | 149M/1.78G [00:06&lt;01:05, 26.8MB/s]

 
</pre>

 

 

-
60%|█████▉    | 1.06G/1.78G [00:07<00:04, 189MB/s]

+
8%|▊         | 149M/1.78G [00:06<01:05, 26.8MB/s]

 
end{sphinxVerbatim}

 

 

 

-
60%|█████▉    | 1.06G/1.78G [00:07<00:04, 189MB/s]

+
8%|▊         | 149M/1.78G [00:06<01:05, 26.8MB/s]

 
 
 

@@ -4237,16 +20781,16 @@ simultaneously. With the parameter 
 

 

-
61%|██████    | 1.08G/1.78G [00:07&lt;00:03, 202MB/s]

+
8%|▊         | 153M/1.78G [00:06&lt;01:01, 28.3MB/s]

 
</pre>

 

 

-
61%|██████    | 1.08G/1.78G [00:07<00:03, 202MB/s]

+
8%|▊         | 153M/1.78G [00:06<01:01, 28.3MB/s]

 
end{sphinxVerbatim}

 

 

 

-
61%|██████    | 1.08G/1.78G [00:07<00:03, 202MB/s]

+
8%|▊         | 153M/1.78G [00:06<01:01, 28.3MB/s]

 
 
 

@@ -4263,16 +20807,16 @@ simultaneously. With the parameter 
 

 

-
62%|██████▏   | 1.11G/1.78G [00:07&lt;00:03, 211MB/s]

+
9%|▊         | 155M/1.78G [00:06&lt;01:09, 25.3MB/s]

 
</pre>

 

 

-
62%|██████▏   | 1.11G/1.78G [00:07<00:03, 211MB/s]

+
9%|▊         | 155M/1.78G [00:06<01:09, 25.3MB/s]

 
end{sphinxVerbatim}

 

 

 

-
62%|██████▏   | 1.11G/1.78G [00:07<00:03, 211MB/s]

+
9%|▊         | 155M/1.78G [00:06<01:09, 25.3MB/s]

 
 
 

@@ -4289,16 +20833,16 @@ simultaneously. With the parameter 
 

 

-
63%|██████▎   | 1.13G/1.78G [00:07&lt;00:03, 217MB/s]

+
9%|▊         | 159M/1.78G [00:06&lt;01:00, 28.7MB/s]

 
</pre>

 

 

-
63%|██████▎   | 1.13G/1.78G [00:07<00:03, 217MB/s]

+
9%|▊         | 159M/1.78G [00:06<01:00, 28.7MB/s]

 
end{sphinxVerbatim}

 

 

 

-
63%|██████▎   | 1.13G/1.78G [00:07<00:03, 217MB/s]

+
9%|▊         | 159M/1.78G [00:06<01:00, 28.7MB/s]

 
 
 

@@ -4315,16 +20859,16 @@ simultaneously. With the parameter 
 

 

-
65%|██████▍   | 1.15G/1.78G [00:07&lt;00:03, 186MB/s]

+
9%|▉         | 162M/1.78G [00:06&lt;01:08, 25.2MB/s]

 
</pre>

 

 

-
65%|██████▍   | 1.15G/1.78G [00:07<00:03, 186MB/s]

+
9%|▉         | 162M/1.78G [00:06<01:08, 25.2MB/s]

 
end{sphinxVerbatim}

 

 

 

-
65%|██████▍   | 1.15G/1.78G [00:07<00:03, 186MB/s]

+
9%|▉         | 162M/1.78G [00:06<01:08, 25.2MB/s]

 
 
 

@@ -4341,16 +20885,16 @@ simultaneously. With the parameter 
 

 

-
66%|██████▌   | 1.17G/1.78G [00:07&lt;00:03, 180MB/s]

+
9%|▉         | 164M/1.78G [00:06&lt;01:08, 25.3MB/s]

 
</pre>

 

 

-
66%|██████▌   | 1.17G/1.78G [00:07<00:03, 180MB/s]

+
9%|▉         | 164M/1.78G [00:06<01:08, 25.3MB/s]

 
end{sphinxVerbatim}

 

 

 

-
66%|██████▌   | 1.17G/1.78G [00:07<00:03, 180MB/s]

+
9%|▉         | 164M/1.78G [00:06<01:08, 25.3MB/s]

 
 
 

@@ -4367,16 +20911,16 @@ simultaneously. With the parameter 
 

 

-
67%|██████▋   | 1.19G/1.78G [00:08&lt;00:03, 199MB/s]

+
9%|▉         | 167M/1.78G [00:07&lt;01:29, 19.3MB/s]

 
</pre>

 

 

-
67%|██████▋   | 1.19G/1.78G [00:08<00:03, 199MB/s]

+
9%|▉         | 167M/1.78G [00:07<01:29, 19.3MB/s]

 
end{sphinxVerbatim}

 

 

 

-
67%|██████▋   | 1.19G/1.78G [00:08<00:03, 199MB/s]

+
9%|▉         | 167M/1.78G [00:07<01:29, 19.3MB/s]

 
 
 

@@ -4393,16 +20937,16 @@ simultaneously. With the parameter 
 

 

-
68%|██████▊   | 1.21G/1.78G [00:08&lt;00:02, 209MB/s]

+
9%|▉         | 169M/1.78G [00:07&lt;01:29, 19.3MB/s]

 
</pre>

 

 

-
68%|██████▊   | 1.21G/1.78G [00:08<00:02, 209MB/s]

+
9%|▉         | 169M/1.78G [00:07<01:29, 19.3MB/s]

 
end{sphinxVerbatim}

 

 

 

-
68%|██████▊   | 1.21G/1.78G [00:08<00:02, 209MB/s]

+
9%|▉         | 169M/1.78G [00:07<01:29, 19.3MB/s]

 
 
 

@@ -4419,16 +20963,16 @@ simultaneously. With the parameter 
 

 

-
69%|██████▉   | 1.23G/1.78G [00:08&lt;00:03, 193MB/s]

+
9%|▉         | 172M/1.78G [00:07&lt;01:21, 21.1MB/s]

 
</pre>

 

 

-
69%|██████▉   | 1.23G/1.78G [00:08<00:03, 193MB/s]

+
9%|▉         | 172M/1.78G [00:07<01:21, 21.1MB/s]

 
end{sphinxVerbatim}

 

 

 

-
69%|██████▉   | 1.23G/1.78G [00:08<00:03, 193MB/s]

+
9%|▉         | 172M/1.78G [00:07<01:21, 21.1MB/s]

 
 
 

@@ -4445,16 +20989,16 @@ simultaneously. With the parameter 
 

 

-
70%|███████   | 1.25G/1.78G [00:08&lt;00:02, 202MB/s]

+
10%|▉         | 174M/1.78G [00:07&lt;01:22, 20.9MB/s]

 
</pre>

 

 

-
70%|███████   | 1.25G/1.78G [00:08<00:02, 202MB/s]

+
10%|▉         | 174M/1.78G [00:07<01:22, 20.9MB/s]

 
end{sphinxVerbatim}

 

 

 

-
70%|███████   | 1.25G/1.78G [00:08<00:02, 202MB/s]

+
10%|▉         | 174M/1.78G [00:07<01:22, 20.9MB/s]

 
 
 

@@ -4471,16 +21015,16 @@ simultaneously. With the parameter 
 

 

-
72%|███████▏  | 1.27G/1.78G [00:08&lt;00:02, 210MB/s]

+
10%|▉         | 176M/1.78G [00:07&lt;01:24, 20.5MB/s]

 
</pre>

 

 

-
72%|███████▏  | 1.27G/1.78G [00:08<00:02, 210MB/s]

+
10%|▉         | 176M/1.78G [00:07<01:24, 20.5MB/s]

 
end{sphinxVerbatim}

 

 

 

-
72%|███████▏  | 1.27G/1.78G [00:08<00:02, 210MB/s]

+
10%|▉         | 176M/1.78G [00:07<01:24, 20.5MB/s]

 
 
 

@@ -4497,16 +21041,16 @@ simultaneously. With the parameter 
 

 

-
73%|███████▎  | 1.30G/1.78G [00:08&lt;00:02, 218MB/s]

+
10%|▉         | 178M/1.78G [00:07&lt;01:22, 20.8MB/s]

 
</pre>

 

 

-
73%|███████▎  | 1.30G/1.78G [00:08<00:02, 218MB/s]

+
10%|▉         | 178M/1.78G [00:07<01:22, 20.8MB/s]

 
end{sphinxVerbatim}

 

 

 

-
73%|███████▎  | 1.30G/1.78G [00:08<00:02, 218MB/s]

+
10%|▉         | 178M/1.78G [00:07<01:22, 20.8MB/s]

 
 
 

@@ -4523,16 +21067,16 @@ simultaneously. With the parameter 
 

 

-
74%|███████▍  | 1.32G/1.78G [00:08&lt;00:03, 144MB/s]

+
10%|▉         | 181M/1.78G [00:07&lt;01:14, 23.2MB/s]

 
</pre>

 

 

-
74%|███████▍  | 1.32G/1.78G [00:08<00:03, 144MB/s]

+
10%|▉         | 181M/1.78G [00:07<01:14, 23.2MB/s]

 
end{sphinxVerbatim}

 

 

 

-
74%|███████▍  | 1.32G/1.78G [00:08<00:03, 144MB/s]

+
10%|▉         | 181M/1.78G [00:07<01:14, 23.2MB/s]

 
 
 

@@ -4549,16 +21093,16 @@ simultaneously. With the parameter 
 

 

-
75%|███████▌  | 1.34G/1.78G [00:09&lt;00:02, 162MB/s]

+
10%|█         | 186M/1.78G [00:07&lt;00:54, 31.2MB/s]

 
</pre>

 

 

-
75%|███████▌  | 1.34G/1.78G [00:09<00:02, 162MB/s]

+
10%|█         | 186M/1.78G [00:07<00:54, 31.2MB/s]

 
end{sphinxVerbatim}

 

 

 

-
75%|███████▌  | 1.34G/1.78G [00:09<00:02, 162MB/s]

+
10%|█         | 186M/1.78G [00:07<00:54, 31.2MB/s]

 
 
 

@@ -4575,16 +21119,16 @@ simultaneously. With the parameter 
 

 

-
76%|███████▋  | 1.36G/1.78G [00:09&lt;00:02, 177MB/s]

+
10%|█         | 189M/1.78G [00:07&lt;00:56, 30.1MB/s]

 
</pre>

 

 

-
76%|███████▋  | 1.36G/1.78G [00:09<00:02, 177MB/s]

+
10%|█         | 189M/1.78G [00:07<00:56, 30.1MB/s]

 
end{sphinxVerbatim}

 

 

 

-
76%|███████▋  | 1.36G/1.78G [00:09<00:02, 177MB/s]

+
10%|█         | 189M/1.78G [00:07<00:56, 30.1MB/s]

 
 
 

@@ -4601,16 +21145,16 @@ simultaneously. With the parameter 
 

 

-
78%|███████▊  | 1.38G/1.78G [00:09&lt;00:02, 188MB/s]

+
11%|█         | 192M/1.78G [00:08&lt;00:58, 29.2MB/s]

 
</pre>

 

 

-
78%|███████▊  | 1.38G/1.78G [00:09<00:02, 188MB/s]

+
11%|█         | 192M/1.78G [00:08<00:58, 29.2MB/s]

 
end{sphinxVerbatim}

 

 

 

-
78%|███████▊  | 1.38G/1.78G [00:09<00:02, 188MB/s]

+
11%|█         | 192M/1.78G [00:08<00:58, 29.2MB/s]

 
 
 

@@ -4627,16 +21171,16 @@ simultaneously. With the parameter 
 

 

-
79%|███████▉  | 1.40G/1.78G [00:09&lt;00:02, 198MB/s]

+
11%|█         | 195M/1.78G [00:08&lt;00:58, 28.9MB/s]

 
</pre>

 

 

-
79%|███████▉  | 1.40G/1.78G [00:09<00:02, 198MB/s]

+
11%|█         | 195M/1.78G [00:08<00:58, 28.9MB/s]

 
end{sphinxVerbatim}

 

 

 

-
79%|███████▉  | 1.40G/1.78G [00:09<00:02, 198MB/s]

+
11%|█         | 195M/1.78G [00:08<00:58, 28.9MB/s]

 
 
 

@@ -4653,16 +21197,16 @@ simultaneously. With the parameter 
 

 

-
80%|████████  | 1.42G/1.78G [00:09&lt;00:01, 205MB/s]

+
11%|█         | 199M/1.78G [00:08&lt;00:51, 33.2MB/s]

 
</pre>

 

 

-
80%|████████  | 1.42G/1.78G [00:09<00:01, 205MB/s]

+
11%|█         | 199M/1.78G [00:08<00:51, 33.2MB/s]

 
end{sphinxVerbatim}

 

 

 

-
80%|████████  | 1.42G/1.78G [00:09<00:01, 205MB/s]

+
11%|█         | 199M/1.78G [00:08<00:51, 33.2MB/s]

 
 
 

@@ -4679,16 +21223,16 @@ simultaneously. With the parameter 
 

 

-
81%|████████▏ | 1.45G/1.78G [00:09&lt;00:01, 218MB/s]

+
11%|█         | 202M/1.78G [00:08&lt;00:57, 29.7MB/s]

 
</pre>

 

 

-
81%|████████▏ | 1.45G/1.78G [00:09<00:01, 218MB/s]

+
11%|█         | 202M/1.78G [00:08<00:57, 29.7MB/s]

 
end{sphinxVerbatim}

 

 

 

-
81%|████████▏ | 1.45G/1.78G [00:09<00:01, 218MB/s]

+
11%|█         | 202M/1.78G [00:08<00:57, 29.7MB/s]

 
 
 

@@ -4705,16 +21249,16 @@ simultaneously. With the parameter 
 

 

-
83%|████████▎ | 1.47G/1.78G [00:09&lt;00:01, 221MB/s]

+
11%|█▏        | 207M/1.78G [00:08&lt;00:49, 34.1MB/s]

 
</pre>

 

 

-
83%|████████▎ | 1.47G/1.78G [00:09<00:01, 221MB/s]

+
11%|█▏        | 207M/1.78G [00:08<00:49, 34.1MB/s]

 
end{sphinxVerbatim}

 

 

 

-
83%|████████▎ | 1.47G/1.78G [00:09<00:01, 221MB/s]

+
11%|█▏        | 207M/1.78G [00:08<00:49, 34.1MB/s]

 
 
 

@@ -4731,16 +21275,16 @@ simultaneously. With the parameter 
 

 

-
84%|████████▍ | 1.49G/1.78G [00:09&lt;00:01, 225MB/s]

+
12%|█▏        | 210M/1.78G [00:08&lt;00:56, 29.7MB/s]

 
</pre>

 

 

-
84%|████████▍ | 1.49G/1.78G [00:09<00:01, 225MB/s]

+
12%|█▏        | 210M/1.78G [00:08<00:56, 29.7MB/s]

 
end{sphinxVerbatim}

 

 

 

-
84%|████████▍ | 1.49G/1.78G [00:09<00:01, 225MB/s]

+
12%|█▏        | 210M/1.78G [00:08<00:56, 29.7MB/s]

 
 
 

@@ -4757,16 +21301,16 @@ simultaneously. With the parameter 
 

 

-
85%|████████▌ | 1.51G/1.78G [00:09&lt;00:01, 231MB/s]

+
12%|█▏        | 213M/1.78G [00:08&lt;01:03, 26.4MB/s]

 
</pre>

 

 

-
85%|████████▌ | 1.51G/1.78G [00:09<00:01, 231MB/s]

+
12%|█▏        | 213M/1.78G [00:08<01:03, 26.4MB/s]

 
end{sphinxVerbatim}

 

 

 

-
85%|████████▌ | 1.51G/1.78G [00:09<00:01, 231MB/s]

+
12%|█▏        | 213M/1.78G [00:08<01:03, 26.4MB/s]

 
 
 

@@ -4783,16 +21327,16 @@ simultaneously. With the parameter 
 

 

-
86%|████████▋ | 1.53G/1.78G [00:09&lt;00:01, 235MB/s]

+
12%|█▏        | 217M/1.78G [00:08&lt;00:54, 30.8MB/s]

 
</pre>

 

 

-
86%|████████▋ | 1.53G/1.78G [00:09<00:01, 235MB/s]

+
12%|█▏        | 217M/1.78G [00:08<00:54, 30.8MB/s]

 
end{sphinxVerbatim}

 

 

 

-
86%|████████▋ | 1.53G/1.78G [00:09<00:01, 235MB/s]

+
12%|█▏        | 217M/1.78G [00:08<00:54, 30.8MB/s]

 
 
 

@@ -4809,16 +21353,16 @@ simultaneously. With the parameter 
 

 

-
88%|████████▊ | 1.56G/1.78G [00:10&lt;00:01, 175MB/s]

+
12%|█▏        | 220M/1.78G [00:09&lt;01:05, 25.6MB/s]

 
</pre>

 

 

-
88%|████████▊ | 1.56G/1.78G [00:10<00:01, 175MB/s]

+
12%|█▏        | 220M/1.78G [00:09<01:05, 25.6MB/s]

 
end{sphinxVerbatim}

 

 

 

-
88%|████████▊ | 1.56G/1.78G [00:10<00:01, 175MB/s]

+
12%|█▏        | 220M/1.78G [00:09<01:05, 25.6MB/s]

 
 
 

@@ -4835,16 +21379,16 @@ simultaneously. With the parameter 
 

 

-
89%|████████▉ | 1.58G/1.78G [00:10&lt;00:01, 190MB/s]

+
12%|█▏        | 223M/1.78G [00:09&lt;01:06, 25.0MB/s]

 
</pre>

 

 

-
89%|████████▉ | 1.58G/1.78G [00:10<00:01, 190MB/s]

+
12%|█▏        | 223M/1.78G [00:09<01:06, 25.0MB/s]

 
end{sphinxVerbatim}

 

 

 

-
89%|████████▉ | 1.58G/1.78G [00:10<00:01, 190MB/s]

+
12%|█▏        | 223M/1.78G [00:09<01:06, 25.0MB/s]

 
 
 

@@ -4861,16 +21405,16 @@ simultaneously. With the parameter 
 

 

-
90%|█████████ | 1.60G/1.78G [00:10&lt;00:00, 203MB/s]

+
12%|█▏        | 226M/1.78G [00:09&lt;01:02, 26.8MB/s]

 
</pre>

 

 

-
90%|█████████ | 1.60G/1.78G [00:10<00:00, 203MB/s]

+
12%|█▏        | 226M/1.78G [00:09<01:02, 26.8MB/s]

 
end{sphinxVerbatim}

 

 

 

-
90%|█████████ | 1.60G/1.78G [00:10<00:00, 203MB/s]

+
12%|█▏        | 226M/1.78G [00:09<01:02, 26.8MB/s]

 
 
 

@@ -4887,16 +21431,16 @@ simultaneously. With the parameter 
 

 

-
91%|█████████ | 1.62G/1.78G [00:10&lt;00:00, 168MB/s]

+
13%|█▎        | 231M/1.78G [00:09&lt;00:51, 32.2MB/s]

 
</pre>

 

 

-
91%|█████████ | 1.62G/1.78G [00:10<00:00, 168MB/s]

+
13%|█▎        | 231M/1.78G [00:09<00:51, 32.2MB/s]

 
end{sphinxVerbatim}

 

 

 

-
91%|█████████ | 1.62G/1.78G [00:10<00:00, 168MB/s]

+
13%|█▎        | 231M/1.78G [00:09<00:51, 32.2MB/s]

 
 
 

@@ -4913,16 +21457,16 @@ simultaneously. With the parameter 
 

 

-
93%|█████████▎| 1.65G/1.78G [00:10&lt;00:00, 189MB/s]

+
13%|█▎        | 234M/1.78G [00:09&lt;00:50, 32.7MB/s]

 
</pre>

 

 

-
93%|█████████▎| 1.65G/1.78G [00:10<00:00, 189MB/s]

+
13%|█▎        | 234M/1.78G [00:09<00:50, 32.7MB/s]

 
end{sphinxVerbatim}

 

 

 

-
93%|█████████▎| 1.65G/1.78G [00:10<00:00, 189MB/s]

+
13%|█▎        | 234M/1.78G [00:09<00:50, 32.7MB/s]

 
 
 

@@ -4939,16 +21483,16 @@ simultaneously. With the parameter 
 

 

-
94%|█████████▎| 1.66G/1.78G [00:10&lt;00:00, 147MB/s]

+
13%|█▎        | 239M/1.78G [00:09&lt;00:43, 37.7MB/s]

 
</pre>

 

 

-
94%|█████████▎| 1.66G/1.78G [00:10<00:00, 147MB/s]

+
13%|█▎        | 239M/1.78G [00:09<00:43, 37.7MB/s]

 
end{sphinxVerbatim}

 

 

 

-
94%|█████████▎| 1.66G/1.78G [00:10<00:00, 147MB/s]

+
13%|█▎        | 239M/1.78G [00:09<00:43, 37.7MB/s]

 
 
 

@@ -4965,16 +21509,16 @@ simultaneously. With the parameter 
 

 

-
95%|█████████▍| 1.69G/1.78G [00:10&lt;00:00, 166MB/s]

+
13%|█▎        | 243M/1.78G [00:09&lt;00:42, 38.6MB/s]

 
</pre>

 

 

-
95%|█████████▍| 1.69G/1.78G [00:10<00:00, 166MB/s]

+
13%|█▎        | 243M/1.78G [00:09<00:42, 38.6MB/s]

 
end{sphinxVerbatim}

 

 

 

-
95%|█████████▍| 1.69G/1.78G [00:10<00:00, 166MB/s]

+
13%|█▎        | 243M/1.78G [00:09<00:42, 38.6MB/s]

 
 
 

@@ -4991,16 +21535,16 @@ simultaneously. With the parameter 
 

 

-
96%|█████████▌| 1.71G/1.78G [00:11&lt;00:00, 180MB/s]

+
14%|█▎        | 247M/1.78G [00:09&lt;00:46, 35.4MB/s]

 
</pre>

 

 

-
96%|█████████▌| 1.71G/1.78G [00:11<00:00, 180MB/s]

+
14%|█▎        | 247M/1.78G [00:09<00:46, 35.4MB/s]

 
end{sphinxVerbatim}

 

 

 

-
96%|█████████▌| 1.71G/1.78G [00:11<00:00, 180MB/s]

+
14%|█▎        | 247M/1.78G [00:09<00:46, 35.4MB/s]

 
 
 

@@ -5017,16 +21561,16 @@ simultaneously. With the parameter 
 

 

-
97%|█████████▋| 1.73G/1.78G [00:11&lt;00:00, 148MB/s]

+
14%|█▍        | 252M/1.78G [00:09&lt;00:41, 39.5MB/s]

 
</pre>

 

 

-
97%|█████████▋| 1.73G/1.78G [00:11<00:00, 148MB/s]

+
14%|█▍        | 252M/1.78G [00:09<00:41, 39.5MB/s]

 
end{sphinxVerbatim}

 

 

 

-
97%|█████████▋| 1.73G/1.78G [00:11<00:00, 148MB/s]

+
14%|█▍        | 252M/1.78G [00:09<00:41, 39.5MB/s]

 
 
 

@@ -5043,16 +21587,16 @@ simultaneously. With the parameter 
 

 

-
98%|█████████▊| 1.74G/1.78G [00:11&lt;00:00, 123MB/s]

+
14%|█▍        | 256M/1.78G [00:10&lt;00:46, 35.3MB/s]

 
</pre>

 

 

-
98%|█████████▊| 1.74G/1.78G [00:11<00:00, 123MB/s]

+
14%|█▍        | 256M/1.78G [00:10<00:46, 35.3MB/s]

 
end{sphinxVerbatim}

 

 

 

-
98%|█████████▊| 1.74G/1.78G [00:11<00:00, 123MB/s]

+
14%|█▍        | 256M/1.78G [00:10<00:46, 35.3MB/s]

 
 
 

@@ -5069,16 +21613,14030 @@ simultaneously. With the parameter 
 

 

-
99%|█████████▉| 1.77G/1.78G [00:11&lt;00:00, 149MB/s]

+
14%|█▍        | 260M/1.78G [00:10&lt;00:45, 36.4MB/s]

 
</pre>

 

 

-
99%|█████████▉| 1.77G/1.78G [00:11<00:00, 149MB/s]

+
14%|█▍        | 260M/1.78G [00:10<00:45, 36.4MB/s]

 
end{sphinxVerbatim}

 

 

 

-
99%|█████████▉| 1.77G/1.78G [00:11<00:00, 149MB/s]

+
14%|█▍        | 260M/1.78G [00:10<00:45, 36.4MB/s]

+
+
+

+

+

+

+

+

+
more-to-come:

+

+
class:

+
stderr

+

+

+

+

+
14%|█▍        | 263M/1.78G [00:10&lt;00:44, 36.6MB/s]

+
</pre>

+

+

+
14%|█▍        | 263M/1.78G [00:10<00:44, 36.6MB/s]

+
end{sphinxVerbatim}

+

+

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@@ -5088,16 +35646,84 @@ simultaneously. With the parameter 

 
 

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+
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</pre>

 

 

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+
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@@ -5296,22 +35922,6 @@ simultaneously. With the parameter 
     
       0
-      data/106349S_por.png
-      0
-      0.166554
-      2
-      0.093529
-      0
-      0.108629
-      0.058296
-      0
-      0.000794
-      2
-      0.000091
-      2
-    
-    
-      1
       data/102141_2_eng.png
       2
       0.113501
@@ -5326,6 +35936,22 @@ simultaneously. With the parameter 0.000175
       1
     
+    
+      1
+      data/106349S_por.png
+      0
+      0.166554
+      2
+      0.093529
+      0
+      0.108629
+      0.058296
+      0
+      0.000794
+      2
+      0.000091
+      2
+    
     
       2
       data/102730_eng.png
diff --git a/build/html/notebooks/Example multimodal.ipynb b/build/html/notebooks/Example multimodal.ipynb
index fd4f4ad..4fad629 100644
--- a/build/html/notebooks/Example multimodal.ipynb	
+++ b/build/html/notebooks/Example multimodal.ipynb	
@@ -28,10 +28,10 @@
    "id": "0b0a6bdf",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:25:21.162904Z",
-     "iopub.status.busy": "2024-01-16T10:25:21.162365Z",
-     "iopub.status.idle": "2024-01-16T10:25:21.170031Z",
-     "shell.execute_reply": "2024-01-16T10:25:21.169421Z"
+     "iopub.execute_input": "2024-01-31T13:33:17.033982Z",
+     "iopub.status.busy": "2024-01-31T13:33:17.033785Z",
+     "iopub.status.idle": "2024-01-31T13:33:17.041117Z",
+     "shell.execute_reply": "2024-01-31T13:33:17.040588Z"
     }
    },
    "outputs": [],
@@ -58,10 +58,10 @@
    "id": "9d58a23e",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:25:21.172506Z",
-     "iopub.status.busy": "2024-01-16T10:25:21.172308Z",
-     "iopub.status.idle": "2024-01-16T10:25:23.168728Z",
-     "shell.execute_reply": "2024-01-16T10:25:23.167959Z"
+     "iopub.execute_input": "2024-01-31T13:33:17.043627Z",
+     "iopub.status.busy": "2024-01-31T13:33:17.043260Z",
+     "iopub.status.idle": "2024-01-31T13:33:18.946777Z",
+     "shell.execute_reply": "2024-01-31T13:33:18.945922Z"
     },
     "nbsphinx": "hidden"
    },
@@ -79,10 +79,10 @@
    "id": "f10ad6c9-b1a0-4043-8c5d-ed660d77be37",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:25:23.171926Z",
-     "iopub.status.busy": "2024-01-16T10:25:23.171671Z",
-     "iopub.status.idle": "2024-01-16T10:25:33.620992Z",
-     "shell.execute_reply": "2024-01-16T10:25:33.620393Z"
+     "iopub.execute_input": "2024-01-31T13:33:18.949782Z",
+     "iopub.status.busy": "2024-01-31T13:33:18.949556Z",
+     "iopub.status.idle": "2024-01-31T13:33:28.763518Z",
+     "shell.execute_reply": "2024-01-31T13:33:28.762783Z"
     },
     "tags": []
    },
@@ -98,10 +98,10 @@
    "id": "8d3fe589-ff3c-4575-b8f5-650db85596bc",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:25:33.625316Z",
-     "iopub.status.busy": "2024-01-16T10:25:33.624788Z",
-     "iopub.status.idle": "2024-01-16T10:25:33.629775Z",
-     "shell.execute_reply": "2024-01-16T10:25:33.629208Z"
+     "iopub.execute_input": "2024-01-31T13:33:28.766858Z",
+     "iopub.status.busy": "2024-01-31T13:33:28.766288Z",
+     "iopub.status.idle": "2024-01-31T13:33:28.770928Z",
+     "shell.execute_reply": "2024-01-31T13:33:28.770305Z"
     },
     "tags": []
    },
@@ -119,18 +119,18 @@
    "id": "a08bd3a9-e954-4a0e-ad64-6817abd3a25a",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:25:33.632651Z",
-     "iopub.status.busy": "2024-01-16T10:25:33.632450Z",
-     "iopub.status.idle": "2024-01-16T10:25:33.639080Z",
-     "shell.execute_reply": "2024-01-16T10:25:33.638433Z"
+     "iopub.execute_input": "2024-01-31T13:33:28.773462Z",
+     "iopub.status.busy": "2024-01-31T13:33:28.773260Z",
+     "iopub.status.idle": "2024-01-31T13:33:28.779645Z",
+     "shell.execute_reply": "2024-01-31T13:33:28.779015Z"
     }
    },
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "{'106349S_por': {'filename': 'data/106349S_por.png'},\n",
-       " '102141_2_eng': {'filename': 'data/102141_2_eng.png'},\n",
+       "{'102141_2_eng': {'filename': 'data/102141_2_eng.png'},\n",
+       " '106349S_por': {'filename': 'data/106349S_por.png'},\n",
        " '102730_eng': {'filename': 'data/102730_eng.png'}}"
       ]
      },
@@ -173,10 +173,10 @@
    "id": "7bbca1f0-d4b0-43cd-8e05-ee39d37c328e",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:25:33.641691Z",
-     "iopub.status.busy": "2024-01-16T10:25:33.641294Z",
-     "iopub.status.idle": "2024-01-16T10:25:33.644193Z",
-     "shell.execute_reply": "2024-01-16T10:25:33.643619Z"
+     "iopub.execute_input": "2024-01-31T13:33:28.782045Z",
+     "iopub.status.busy": "2024-01-31T13:33:28.781845Z",
+     "iopub.status.idle": "2024-01-31T13:33:28.784794Z",
+     "shell.execute_reply": "2024-01-31T13:33:28.784274Z"
     },
     "tags": []
    },
@@ -205,10 +205,10 @@
    "id": "f6f2c9b1-4a91-47cb-86b5-2c9c67e4837b",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:25:33.646734Z",
-     "iopub.status.busy": "2024-01-16T10:25:33.646356Z",
-     "iopub.status.idle": "2024-01-16T10:25:33.649240Z",
-     "shell.execute_reply": "2024-01-16T10:25:33.648674Z"
+     "iopub.execute_input": "2024-01-31T13:33:28.787178Z",
+     "iopub.status.busy": "2024-01-31T13:33:28.786822Z",
+     "iopub.status.idle": "2024-01-31T13:33:28.789839Z",
+     "shell.execute_reply": "2024-01-31T13:33:28.789177Z"
     }
    },
    "outputs": [],
@@ -222,18 +222,18 @@
    "id": "16603ded-078e-4362-847b-57ad76829327",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:25:33.651645Z",
-     "iopub.status.busy": "2024-01-16T10:25:33.651274Z",
-     "iopub.status.idle": "2024-01-16T10:25:33.655484Z",
-     "shell.execute_reply": "2024-01-16T10:25:33.654829Z"
+     "iopub.execute_input": "2024-01-31T13:33:28.792382Z",
+     "iopub.status.busy": "2024-01-31T13:33:28.792021Z",
+     "iopub.status.idle": "2024-01-31T13:33:28.796064Z",
+     "shell.execute_reply": "2024-01-31T13:33:28.795541Z"
     }
    },
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "{'106349S_por': {'filename': 'data/106349S_por.png'},\n",
-       " '102141_2_eng': {'filename': 'data/102141_2_eng.png'},\n",
+       "{'102141_2_eng': {'filename': 'data/102141_2_eng.png'},\n",
+       " '106349S_por': {'filename': 'data/106349S_por.png'},\n",
        " '102730_eng': {'filename': 'data/102730_eng.png'}}"
       ]
      },
@@ -252,10 +252,10 @@
    "id": "ca095404-57d0-4f5d-aeb0-38c232252b17",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:25:33.658108Z",
-     "iopub.status.busy": "2024-01-16T10:25:33.657721Z",
-     "iopub.status.idle": "2024-01-16T10:25:47.713161Z",
-     "shell.execute_reply": "2024-01-16T10:25:47.712439Z"
+     "iopub.execute_input": "2024-01-31T13:33:28.798597Z",
+     "iopub.status.busy": "2024-01-31T13:33:28.798223Z",
+     "iopub.status.idle": "2024-01-31T13:35:07.620044Z",
+     "shell.execute_reply": "2024-01-31T13:35:07.619320Z"
     },
     "tags": []
    },
@@ -273,7 +273,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "vocab.txt: 100%|██████████| 232k/232k [00:00<00:00, 11.5MB/s]"
+      "vocab.txt: 100%|██████████| 232k/232k [00:00<00:00, 28.8MB/s]"
      ]
     },
     {
@@ -296,7 +296,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "tokenizer_config.json: 100%|██████████| 28.0/28.0 [00:00<00:00, 16.1kB/s]"
+      "tokenizer_config.json: 100%|██████████| 28.0/28.0 [00:00<00:00, 16.6kB/s]"
      ]
     },
     {
@@ -319,7 +319,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "config.json: 100%|██████████| 570/570 [00:00<00:00, 747kB/s]"
+      "config.json: 100%|██████████| 570/570 [00:00<00:00, 808kB/s]"
      ]
     },
     {
@@ -342,7 +342,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  0%|          | 8.01M/1.97G [00:00<00:47, 44.0MB/s]"
+      "  0%|          | 640k/1.97G [00:00<05:29, 6.42MB/s]"
      ]
     },
     {
@@ -350,7 +350,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  1%|          | 22.0M/1.97G [00:00<00:23, 88.0MB/s]"
+      "  0%|          | 3.35M/1.97G [00:00<01:49, 19.3MB/s]"
      ]
     },
     {
@@ -358,7 +358,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  2%|▏         | 39.2M/1.97G [00:00<00:16, 123MB/s] "
+      "  0%|          | 6.30M/1.97G [00:00<01:26, 24.5MB/s]"
      ]
     },
     {
@@ -366,7 +366,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  3%|▎         | 64.0M/1.97G [00:00<00:15, 134MB/s]"
+      "  0%|          | 8.64M/1.97G [00:00<01:53, 18.6MB/s]"
      ]
     },
     {
@@ -374,7 +374,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  4%|▍         | 77.5M/1.97G [00:00<00:20, 97.6MB/s]"
+      "  1%|          | 10.9M/1.97G [00:00<01:44, 20.2MB/s]"
      ]
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     {
@@ -382,7 +382,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  4%|▍         | 88.2M/1.97G [00:00<00:20, 99.0MB/s]"
+      "  1%|          | 13.0M/1.97G [00:00<01:55, 18.1MB/s]"
      ]
     },
     {
@@ -390,7 +390,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  6%|▌         | 114M/1.97G [00:01<00:14, 141MB/s]  "
+      "  1%|          | 15.3M/1.97G [00:00<01:45, 19.8MB/s]"
      ]
     },
     {
@@ -398,7 +398,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  7%|▋         | 138M/1.97G [00:01<00:11, 167MB/s]"
+      "  1%|          | 17.9M/1.97G [00:00<01:36, 21.7MB/s]"
      ]
     },
     {
@@ -406,7 +406,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  8%|▊         | 162M/1.97G [00:01<00:10, 191MB/s]"
+      "  1%|          | 20.1M/1.97G [00:01<01:35, 22.0MB/s]"
      ]
     },
     {
@@ -414,7 +414,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  9%|▉         | 184M/1.97G [00:01<00:10, 185MB/s]"
+      "  1%|          | 22.6M/1.97G [00:01<01:31, 22.9MB/s]"
      ]
     },
     {
@@ -422,7 +422,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 10%|█         | 209M/1.97G [00:01<00:09, 206MB/s]"
+      "  1%|▏         | 25.3M/1.97G [00:01<01:26, 24.1MB/s]"
      ]
     },
     {
@@ -430,7 +430,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 12%|█▏        | 232M/1.97G [00:01<00:08, 215MB/s]"
+      "  1%|▏         | 27.6M/1.97G [00:01<01:33, 22.3MB/s]"
      ]
     },
     {
@@ -438,7 +438,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 13%|█▎        | 263M/1.97G [00:01<00:07, 244MB/s]"
+      "  1%|▏         | 29.9M/1.97G [00:01<01:31, 22.8MB/s]"
      ]
     },
     {
@@ -446,7 +446,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 14%|█▍        | 287M/1.97G [00:01<00:07, 240MB/s]"
+      "  2%|▏         | 32.5M/1.97G [00:01<01:28, 23.7MB/s]"
      ]
     },
     {
@@ -454,7 +454,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 15%|█▌        | 310M/1.97G [00:01<00:07, 238MB/s]"
+      "  2%|▏         | 34.8M/1.97G [00:01<01:36, 21.6MB/s]"
      ]
     },
     {
@@ -462,7 +462,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 17%|█▋        | 336M/1.97G [00:01<00:07, 248MB/s]"
+      "  2%|▏         | 36.9M/1.97G [00:01<01:37, 21.3MB/s]"
      ]
     },
     {
@@ -470,7 +470,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 18%|█▊        | 360M/1.97G [00:02<00:07, 247MB/s]"
+      "  2%|▏         | 38.9M/1.97G [00:02<02:12, 15.6MB/s]"
      ]
     },
     {
@@ -478,7 +478,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 19%|█▉        | 390M/1.97G [00:02<00:06, 265MB/s]"
+      "  2%|▏         | 41.9M/1.97G [00:02<01:48, 19.0MB/s]"
      ]
     },
     {
@@ -486,7 +486,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 21%|██        | 420M/1.97G [00:02<00:05, 281MB/s]"
+      "  2%|▏         | 44.0M/1.97G [00:02<01:47, 19.3MB/s]"
      ]
     },
     {
@@ -494,7 +494,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 22%|██▏       | 451M/1.97G [00:02<00:05, 294MB/s]"
+      "  2%|▏         | 46.0M/1.97G [00:02<02:22, 14.5MB/s]"
      ]
     },
     {
@@ -502,7 +502,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 24%|██▍       | 482M/1.97G [00:02<00:05, 303MB/s]"
+      "  2%|▏         | 48.6M/1.97G [00:02<02:02, 16.9MB/s]"
      ]
     },
     {
@@ -510,7 +510,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 25%|██▌       | 511M/1.97G [00:02<00:05, 275MB/s]"
+      "  3%|▎         | 50.5M/1.97G [00:02<02:06, 16.3MB/s]"
      ]
     },
     {
@@ -518,7 +518,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 27%|██▋       | 538M/1.97G [00:02<00:05, 265MB/s]"
+      "  3%|▎         | 52.6M/1.97G [00:02<01:57, 17.5MB/s]"
      ]
     },
     {
@@ -526,7 +526,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 28%|██▊       | 569M/1.97G [00:02<00:05, 282MB/s]"
+      "  3%|▎         | 56.3M/1.97G [00:02<01:29, 23.0MB/s]"
      ]
     },
     {
@@ -534,7 +534,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 30%|██▉       | 600M/1.97G [00:02<00:05, 294MB/s]"
+      "  3%|▎         | 58.8M/1.97G [00:03<01:34, 21.7MB/s]"
      ]
     },
     {
@@ -542,7 +542,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 31%|███       | 629M/1.97G [00:03<00:05, 287MB/s]"
+      "  3%|▎         | 62.6M/1.97G [00:03<01:17, 26.3MB/s]"
      ]
     },
     {
@@ -550,7 +550,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 33%|███▎      | 657M/1.97G [00:03<00:05, 280MB/s]"
+      "  3%|▎         | 65.4M/1.97G [00:03<01:16, 26.9MB/s]"
      ]
     },
     {
@@ -558,7 +558,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 34%|███▍      | 686M/1.97G [00:03<00:04, 288MB/s]"
+      "  3%|▎         | 68.1M/1.97G [00:03<01:38, 20.7MB/s]"
      ]
     },
     {
@@ -566,7 +566,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 36%|███▌      | 717M/1.97G [00:03<00:04, 300MB/s]"
+      "  4%|▎         | 72.7M/1.97G [00:03<01:16, 26.8MB/s]"
      ]
     },
     {
@@ -574,7 +574,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 37%|███▋      | 748M/1.97G [00:03<00:04, 306MB/s]"
+      "  4%|▎         | 75.6M/1.97G [00:03<01:22, 24.5MB/s]"
      ]
     },
     {
@@ -582,7 +582,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 39%|███▊      | 779M/1.97G [00:03<00:04, 312MB/s]"
+      "  4%|▍         | 78.9M/1.97G [00:03<01:15, 26.9MB/s]"
      ]
     },
     {
@@ -590,7 +590,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 40%|████      | 809M/1.97G [00:03<00:04, 272MB/s]"
+      "  4%|▍         | 81.7M/1.97G [00:04<01:24, 24.1MB/s]"
      ]
     },
     {
@@ -598,7 +598,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 42%|████▏     | 838M/1.97G [00:03<00:04, 280MB/s]"
+      "  4%|▍         | 84.9M/1.97G [00:04<01:17, 26.3MB/s]"
      ]
     },
     {
@@ -606,7 +606,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 43%|████▎     | 869M/1.97G [00:03<00:04, 293MB/s]"
+      "  4%|▍         | 87.7M/1.97G [00:04<01:16, 26.5MB/s]"
      ]
     },
     {
@@ -614,7 +614,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 44%|████▍     | 897M/1.97G [00:04<00:04, 279MB/s]"
+      "  4%|▍         | 90.5M/1.97G [00:04<01:13, 27.4MB/s]"
      ]
     },
     {
@@ -622,7 +622,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 46%|████▌     | 926M/1.97G [00:04<00:04, 285MB/s]"
+      "  5%|▍         | 93.2M/1.97G [00:04<01:12, 27.7MB/s]"
      ]
     },
     {
@@ -630,7 +630,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 47%|████▋     | 957M/1.97G [00:04<00:03, 297MB/s]"
+      "  5%|▍         | 96.0M/1.97G [00:04<01:19, 25.2MB/s]"
      ]
     },
     {
@@ -638,7 +638,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 49%|████▉     | 986M/1.97G [00:04<00:03, 289MB/s]"
+      "  5%|▍         | 98.5M/1.97G [00:04<01:40, 20.1MB/s]"
      ]
     },
     {
@@ -646,7 +646,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 50%|█████     | 0.99G/1.97G [00:04<00:04, 255MB/s]"
+      "  5%|▌         | 101M/1.97G [00:04<01:30, 22.3MB/s] "
      ]
     },
     {
@@ -654,7 +654,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 52%|█████▏    | 1.02G/1.97G [00:04<00:03, 272MB/s]"
+      "  5%|▌         | 104M/1.97G [00:04<01:22, 24.3MB/s]"
      ]
     },
     {
@@ -662,7 +662,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 53%|█████▎    | 1.05G/1.97G [00:04<00:03, 287MB/s]"
+      "  5%|▌         | 108M/1.97G [00:05<01:12, 27.7MB/s]"
      ]
     },
     {
@@ -670,7 +670,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 55%|█████▍    | 1.08G/1.97G [00:04<00:03, 298MB/s]"
+      "  6%|▌         | 111M/1.97G [00:05<01:09, 28.6MB/s]"
      ]
     },
     {
@@ -678,7 +678,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 56%|█████▋    | 1.11G/1.97G [00:04<00:03, 305MB/s]"
+      "  6%|▌         | 114M/1.97G [00:05<01:27, 22.7MB/s]"
      ]
     },
     {
@@ -686,7 +686,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 58%|█████▊    | 1.14G/1.97G [00:04<00:02, 310MB/s]"
+      "  6%|▌         | 116M/1.97G [00:05<01:24, 23.5MB/s]"
      ]
     },
     {
@@ -694,7 +694,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 59%|█████▉    | 1.17G/1.97G [00:05<00:02, 308MB/s]"
+      "  6%|▌         | 121M/1.97G [00:05<01:06, 29.7MB/s]"
      ]
     },
     {
@@ -702,7 +702,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 61%|██████    | 1.20G/1.97G [00:05<00:02, 308MB/s]"
+      "  6%|▌         | 124M/1.97G [00:05<01:19, 24.9MB/s]"
      ]
     },
     {
@@ -710,7 +710,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 62%|██████▏   | 1.23G/1.97G [00:05<00:02, 313MB/s]"
+      "  6%|▋         | 127M/1.97G [00:05<01:26, 22.9MB/s]"
      ]
     },
     {
@@ -718,7 +718,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 64%|██████▍   | 1.26G/1.97G [00:05<00:02, 301MB/s]"
+      "  6%|▋         | 129M/1.97G [00:06<01:34, 20.9MB/s]"
      ]
     },
     {
@@ -726,7 +726,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 65%|██████▌   | 1.29G/1.97G [00:05<00:02, 307MB/s]"
+      "  7%|▋         | 133M/1.97G [00:06<01:21, 24.1MB/s]"
      ]
     },
     {
@@ -734,7 +734,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 67%|██████▋   | 1.32G/1.97G [00:05<00:02, 299MB/s]"
+      "  7%|▋         | 135M/1.97G [00:06<01:19, 24.7MB/s]"
      ]
     },
     {
@@ -742,7 +742,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 68%|██████▊   | 1.34G/1.97G [00:05<00:02, 295MB/s]"
+      "  7%|▋         | 138M/1.97G [00:06<01:20, 24.6MB/s]"
      ]
     },
     {
@@ -750,7 +750,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 70%|██████▉   | 1.37G/1.97G [00:05<00:02, 290MB/s]"
+      "  7%|▋         | 140M/1.97G [00:06<01:18, 25.1MB/s]"
      ]
     },
     {
@@ -758,7 +758,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 71%|███████   | 1.40G/1.97G [00:05<00:02, 269MB/s]"
+      "  7%|▋         | 143M/1.97G [00:06<01:24, 23.4MB/s]"
      ]
     },
     {
@@ -766,7 +766,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 72%|███████▏  | 1.42G/1.97G [00:06<00:02, 260MB/s]"
+      "  7%|▋         | 147M/1.97G [00:06<01:08, 28.6MB/s]"
      ]
     },
     {
@@ -774,7 +774,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 74%|███████▎  | 1.45G/1.97G [00:06<00:02, 266MB/s]"
+      "  7%|▋         | 150M/1.97G [00:06<01:26, 22.5MB/s]"
      ]
     },
     {
@@ -782,7 +782,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 75%|███████▍  | 1.48G/1.97G [00:06<00:01, 269MB/s]"
+      "  8%|▊         | 152M/1.97G [00:07<01:25, 22.8MB/s]"
      ]
     },
     {
@@ -790,7 +790,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 76%|███████▋  | 1.50G/1.97G [00:06<00:01, 272MB/s]"
+      "  8%|▊         | 155M/1.97G [00:07<01:24, 23.2MB/s]"
      ]
     },
     {
@@ -798,7 +798,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 78%|███████▊  | 1.53G/1.97G [00:06<00:01, 264MB/s]"
+      "  8%|▊         | 157M/1.97G [00:07<01:26, 22.5MB/s]"
      ]
     },
     {
@@ -806,7 +806,7 @@
      "output_type": "stream",
      "text": [
       "\r",
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+      "  8%|▊         | 159M/1.97G [00:07<01:27, 22.2MB/s]"
      ]
     },
     {
@@ -814,7 +814,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 80%|████████  | 1.58G/1.97G [00:06<00:01, 254MB/s]"
+      "  8%|▊         | 162M/1.97G [00:07<01:20, 24.1MB/s]"
      ]
     },
     {
@@ -822,7 +822,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 81%|████████▏ | 1.60G/1.97G [00:06<00:01, 261MB/s]"
+      "  8%|▊         | 164M/1.97G [00:07<01:23, 23.3MB/s]"
      ]
     },
     {
@@ -830,7 +830,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 83%|████████▎ | 1.63G/1.97G [00:06<00:01, 265MB/s]"
+      "  8%|▊         | 167M/1.97G [00:07<01:28, 21.9MB/s]"
      ]
     },
     {
@@ -838,7 +838,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 84%|████████▍ | 1.66G/1.97G [00:06<00:01, 270MB/s]"
+      "  8%|▊         | 169M/1.97G [00:07<01:40, 19.2MB/s]"
      ]
     },
     {
@@ -846,7 +846,7 @@
      "output_type": "stream",
      "text": [
       "\r",
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+      "  9%|▊         | 173M/1.97G [00:07<01:16, 25.2MB/s]"
      ]
     },
     {
@@ -854,7 +854,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 87%|████████▋ | 1.71G/1.97G [00:07<00:01, 272MB/s]"
+      "  9%|▊         | 175M/1.97G [00:08<01:32, 20.9MB/s]"
      ]
     },
     {
@@ -862,7 +862,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 88%|████████▊ | 1.73G/1.97G [00:07<00:00, 272MB/s]"
+      "  9%|▉         | 178M/1.97G [00:08<01:29, 21.6MB/s]"
      ]
     },
     {
@@ -870,7 +870,7 @@
      "output_type": "stream",
      "text": [
       "\r",
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+      "  9%|▉         | 181M/1.97G [00:08<01:17, 24.7MB/s]"
      ]
     },
     {
@@ -878,7 +878,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 91%|█████████ | 1.79G/1.97G [00:07<00:00, 264MB/s]"
+      "  9%|▉         | 186M/1.97G [00:08<01:01, 31.0MB/s]"
      ]
     },
     {
@@ -886,7 +886,7 @@
      "output_type": "stream",
      "text": [
       "\r",
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+      "  9%|▉         | 189M/1.97G [00:08<01:01, 31.4MB/s]"
      ]
     },
     {
@@ -894,7 +894,7 @@
      "output_type": "stream",
      "text": [
       "\r",
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+      " 10%|▉         | 192M/1.97G [00:08<01:16, 25.1MB/s]"
      ]
     },
     {
@@ -902,7 +902,7 @@
      "output_type": "stream",
      "text": [
       "\r",
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+      " 10%|▉         | 195M/1.97G [00:08<01:12, 26.5MB/s]"
      ]
     },
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@@ -910,7 +910,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 96%|█████████▌| 1.89G/1.97G [00:07<00:00, 270MB/s]"
+      " 10%|▉         | 199M/1.97G [00:08<01:03, 30.1MB/s]"
      ]
     },
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@@ -918,7 +918,7 @@
      "output_type": "stream",
      "text": [
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+      " 10%|█         | 202M/1.97G [00:09<01:29, 21.3MB/s]"
      ]
     },
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@@ -926,7 +926,7 @@
      "output_type": "stream",
      "text": [
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+      " 99%|█████████▊| 1.94G/1.97G [01:31<00:01, 21.4MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      " 99%|█████████▉| 1.95G/1.97G [01:31<00:00, 26.1MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      " 99%|█████████▉| 1.95G/1.97G [01:31<00:00, 25.8MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      " 99%|█████████▉| 1.95G/1.97G [01:31<00:00, 23.3MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      " 99%|█████████▉| 1.95G/1.97G [01:31<00:00, 21.9MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      " 99%|█████████▉| 1.96G/1.97G [01:31<00:00, 21.8MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      " 99%|█████████▉| 1.96G/1.97G [01:32<00:00, 26.6MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "100%|█████████▉| 1.96G/1.97G [01:32<00:00, 24.3MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "100%|█████████▉| 1.97G/1.97G [01:32<00:00, 25.5MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "100%|█████████▉| 1.97G/1.97G [01:32<00:00, 22.4MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      "100%|██████████| 1.97G/1.97G [01:32<00:00, 22.9MB/s]"
      ]
     },
     {
@@ -973,10 +6069,10 @@
    "id": "f236c3b1-c3a6-471a-9fc5-ef831b675286",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:25:47.717181Z",
-     "iopub.status.busy": "2024-01-16T10:25:47.716481Z",
-     "iopub.status.idle": "2024-01-16T10:25:47.732255Z",
-     "shell.execute_reply": "2024-01-16T10:25:47.731677Z"
+     "iopub.execute_input": "2024-01-31T13:35:07.623549Z",
+     "iopub.status.busy": "2024-01-31T13:35:07.622987Z",
+     "iopub.status.idle": "2024-01-31T13:35:07.640198Z",
+     "shell.execute_reply": "2024-01-31T13:35:07.639638Z"
     }
    },
    "outputs": [
@@ -1167,10 +6263,10 @@
    "id": "56c6d488-f093-4661-835a-5c73a329c874",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:25:47.734951Z",
-     "iopub.status.busy": "2024-01-16T10:25:47.734452Z",
-     "iopub.status.idle": "2024-01-16T10:25:47.737600Z",
-     "shell.execute_reply": "2024-01-16T10:25:47.737068Z"
+     "iopub.execute_input": "2024-01-31T13:35:07.642929Z",
+     "iopub.status.busy": "2024-01-31T13:35:07.642426Z",
+     "iopub.status.idle": "2024-01-31T13:35:07.645441Z",
+     "shell.execute_reply": "2024-01-31T13:35:07.644941Z"
     },
     "tags": []
    },
@@ -1215,10 +6311,10 @@
    "id": "c4196a52-d01e-42e4-8674-5712f7d6f792",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:25:47.740295Z",
-     "iopub.status.busy": "2024-01-16T10:25:47.739935Z",
-     "iopub.status.idle": "2024-01-16T10:25:47.743118Z",
-     "shell.execute_reply": "2024-01-16T10:25:47.742573Z"
+     "iopub.execute_input": "2024-01-31T13:35:07.647904Z",
+     "iopub.status.busy": "2024-01-31T13:35:07.647511Z",
+     "iopub.status.idle": "2024-01-31T13:35:07.650460Z",
+     "shell.execute_reply": "2024-01-31T13:35:07.649844Z"
     },
     "tags": []
    },
@@ -1249,10 +6345,10 @@
    "id": "7f7dc52f-7ee9-4590-96b7-e0d9d3b82378",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:25:47.745923Z",
-     "iopub.status.busy": "2024-01-16T10:25:47.745683Z",
-     "iopub.status.idle": "2024-01-16T10:25:47.885064Z",
-     "shell.execute_reply": "2024-01-16T10:25:47.884407Z"
+     "iopub.execute_input": "2024-01-31T13:35:07.652920Z",
+     "iopub.status.busy": "2024-01-31T13:35:07.652504Z",
+     "iopub.status.idle": "2024-01-31T13:35:07.782662Z",
+     "shell.execute_reply": "2024-01-31T13:35:07.781925Z"
     },
     "tags": []
    },
@@ -1276,10 +6372,10 @@
    "id": "65210ca2-b674-44bd-807a-4165e14bad74",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:25:47.889805Z",
-     "iopub.status.busy": "2024-01-16T10:25:47.889337Z",
-     "iopub.status.idle": "2024-01-16T10:25:47.894320Z",
-     "shell.execute_reply": "2024-01-16T10:25:47.893776Z"
+     "iopub.execute_input": "2024-01-31T13:35:07.785789Z",
+     "iopub.status.busy": "2024-01-31T13:35:07.785559Z",
+     "iopub.status.idle": "2024-01-31T13:35:07.790590Z",
+     "shell.execute_reply": "2024-01-31T13:35:07.789944Z"
     }
    },
    "outputs": [
@@ -1306,10 +6402,10 @@
    "id": "557473df-e2b9-4ef0-9439-3daadf6741ac",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:25:47.896867Z",
-     "iopub.status.busy": "2024-01-16T10:25:47.896490Z",
-     "iopub.status.idle": "2024-01-16T10:25:47.900706Z",
-     "shell.execute_reply": "2024-01-16T10:25:47.900180Z"
+     "iopub.execute_input": "2024-01-31T13:35:07.792948Z",
+     "iopub.status.busy": "2024-01-31T13:35:07.792568Z",
+     "iopub.status.idle": "2024-01-31T13:35:07.796529Z",
+     "shell.execute_reply": "2024-01-31T13:35:07.795918Z"
     }
    },
    "outputs": [
@@ -1334,30 +6430,30 @@
    "id": "c93d7e88-594d-4095-b5f2-7bf01210dc61",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:25:47.903546Z",
-     "iopub.status.busy": "2024-01-16T10:25:47.903173Z",
-     "iopub.status.idle": "2024-01-16T10:25:47.907500Z",
-     "shell.execute_reply": "2024-01-16T10:25:47.906888Z"
+     "iopub.execute_input": "2024-01-31T13:35:07.798863Z",
+     "iopub.status.busy": "2024-01-31T13:35:07.798553Z",
+     "iopub.status.idle": "2024-01-31T13:35:07.802954Z",
+     "shell.execute_reply": "2024-01-31T13:35:07.802319Z"
     }
    },
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "{'106349S_por': {'filename': 'data/106349S_por.png',\n",
-       "  'rank politician press conference': 0,\n",
-       "  'politician press conference': 0.16655388474464417,\n",
-       "  'rank a world map': 2,\n",
-       "  'a world map': 0.09352904558181763,\n",
-       "  'rank a dog': 0,\n",
-       "  'a dog': 0.10862946510314941},\n",
-       " '102141_2_eng': {'filename': 'data/102141_2_eng.png',\n",
+       "{'102141_2_eng': {'filename': 'data/102141_2_eng.png',\n",
        "  'rank politician press conference': 2,\n",
        "  'politician press conference': 0.11350078880786896,\n",
        "  'rank a world map': 1,\n",
        "  'a world map': 0.10633410513401031,\n",
        "  'rank a dog': 2,\n",
        "  'a dog': 0.04904009774327278},\n",
+       " '106349S_por': {'filename': 'data/106349S_por.png',\n",
+       "  'rank politician press conference': 0,\n",
+       "  'politician press conference': 0.16655388474464417,\n",
+       "  'rank a world map': 2,\n",
+       "  'a world map': 0.09352904558181763,\n",
+       "  'rank a dog': 0,\n",
+       "  'a dog': 0.10862946510314941},\n",
        " '102730_eng': {'filename': 'data/102730_eng.png',\n",
        "  'rank politician press conference': 1,\n",
        "  'politician press conference': 0.14405086636543274,\n",
@@ -1391,10 +6487,10 @@
    "id": "9ad74b21-6187-4a58-9ed8-fd3e80f5a4ed",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:25:47.909931Z",
-     "iopub.status.busy": "2024-01-16T10:25:47.909548Z",
-     "iopub.status.idle": "2024-01-16T10:25:47.913777Z",
-     "shell.execute_reply": "2024-01-16T10:25:47.913213Z"
+     "iopub.execute_input": "2024-01-31T13:35:07.805273Z",
+     "iopub.status.busy": "2024-01-31T13:35:07.804965Z",
+     "iopub.status.idle": "2024-01-31T13:35:07.809140Z",
+     "shell.execute_reply": "2024-01-31T13:35:07.808502Z"
     },
     "tags": []
    },
@@ -1435,10 +6531,10 @@
    "id": "4324e4fd-e9aa-4933-bb12-074d54e0c510",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:25:47.916317Z",
-     "iopub.status.busy": "2024-01-16T10:25:47.915851Z",
-     "iopub.status.idle": "2024-01-16T10:25:48.024719Z",
-     "shell.execute_reply": "2024-01-16T10:25:48.023984Z"
+     "iopub.execute_input": "2024-01-31T13:35:07.811503Z",
+     "iopub.status.busy": "2024-01-31T13:35:07.811159Z",
+     "iopub.status.idle": "2024-01-31T13:35:07.921249Z",
+     "shell.execute_reply": "2024-01-31T13:35:07.920495Z"
     },
     "tags": []
    },
@@ -1608,10 +6704,10 @@
    "id": "b3af7b39-6d0d-4da3-9b8f-7dfd3f5779be",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:25:48.027959Z",
-     "iopub.status.busy": "2024-01-16T10:25:48.027511Z",
-     "iopub.status.idle": "2024-01-16T10:25:48.030502Z",
-     "shell.execute_reply": "2024-01-16T10:25:48.029921Z"
+     "iopub.execute_input": "2024-01-31T13:35:07.923690Z",
+     "iopub.status.busy": "2024-01-31T13:35:07.923483Z",
+     "iopub.status.idle": "2024-01-31T13:35:07.926388Z",
+     "shell.execute_reply": "2024-01-31T13:35:07.925864Z"
     },
     "tags": []
    },
@@ -1628,10 +6724,10 @@
    "id": "caf1f4ae-4b37-4954-800e-7120f0419de5",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:25:48.033227Z",
-     "iopub.status.busy": "2024-01-16T10:25:48.032851Z",
-     "iopub.status.idle": "2024-01-16T10:26:26.964526Z",
-     "shell.execute_reply": "2024-01-16T10:26:26.963809Z"
+     "iopub.execute_input": "2024-01-31T13:35:07.928460Z",
+     "iopub.status.busy": "2024-01-31T13:35:07.928268Z",
+     "iopub.status.idle": "2024-01-31T13:36:50.745391Z",
+     "shell.execute_reply": "2024-01-31T13:36:50.744754Z"
     },
     "tags": []
    },
@@ -1649,7 +6745,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  0%|          | 4.01M/1.78G [00:00<01:10, 27.0MB/s]"
+      "  0%|          | 816k/1.78G [00:00<03:50, 8.28MB/s]"
      ]
     },
     {
@@ -1657,7 +6753,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  1%|          | 16.0M/1.78G [00:00<00:35, 53.7MB/s]"
+      "  0%|          | 3.62M/1.78G [00:00<01:33, 20.4MB/s]"
      ]
     },
     {
@@ -1665,7 +6761,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  2%|▏         | 32.0M/1.78G [00:00<00:22, 83.5MB/s]"
+      "  0%|          | 6.12M/1.78G [00:00<01:23, 22.7MB/s]"
      ]
     },
     {
@@ -1673,7 +6769,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  3%|▎         | 48.0M/1.78G [00:00<00:18, 99.9MB/s]"
+      "  1%|          | 9.93M/1.78G [00:00<01:05, 29.1MB/s]"
      ]
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@@ -1681,7 +6777,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  4%|▎         | 64.0M/1.78G [00:00<00:15, 117MB/s] "
+      "  1%|          | 13.6M/1.78G [00:00<00:58, 32.4MB/s]"
      ]
     },
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@@ -1689,7 +6785,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  4%|▍         | 75.8M/1.78G [00:01<00:30, 60.1MB/s]"
+      "  1%|          | 17.3M/1.78G [00:00<00:55, 34.0MB/s]"
      ]
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@@ -1697,7 +6793,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  5%|▍         | 88.0M/1.78G [00:01<00:31, 57.9MB/s]"
+      "  1%|          | 20.5M/1.78G [00:00<00:59, 31.6MB/s]"
      ]
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@@ -1705,7 +6801,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  6%|▌         | 111M/1.78G [00:01<00:20, 88.3MB/s] "
+      "  1%|▏         | 25.3M/1.78G [00:00<00:51, 36.8MB/s]"
      ]
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@@ -1713,7 +6809,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  7%|▋         | 135M/1.78G [00:01<00:14, 120MB/s] "
+      "  2%|▏         | 28.8M/1.78G [00:00<00:59, 31.8MB/s]"
      ]
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     {
@@ -1721,7 +6817,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "  8%|▊         | 154M/1.78G [00:01<00:12, 136MB/s]"
+      "  2%|▏         | 32.0M/1.78G [00:01<01:03, 29.7MB/s]"
      ]
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     {
@@ -1729,7 +6825,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 10%|▉         | 173M/1.78G [00:01<00:11, 151MB/s]"
+      "  2%|▏         | 35.6M/1.78G [00:01<00:58, 31.8MB/s]"
      ]
     },
     {
@@ -1737,7 +6833,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 11%|█         | 196M/1.78G [00:01<00:09, 174MB/s]"
+      "  2%|▏         | 38.7M/1.78G [00:01<01:13, 25.4MB/s]"
      ]
     },
     {
@@ -1745,7 +6841,7 @@
      "output_type": "stream",
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       "\r",
-      " 12%|█▏        | 215M/1.78G [00:02<00:10, 162MB/s]"
+      "  2%|▏         | 41.6M/1.78G [00:01<01:10, 26.4MB/s]"
      ]
     },
     {
@@ -1753,7 +6849,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 13%|█▎        | 233M/1.78G [00:02<00:10, 166MB/s]"
+      "  2%|▏         | 44.6M/1.78G [00:01<01:07, 27.6MB/s]"
      ]
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@@ -1761,7 +6857,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 14%|█▍        | 255M/1.78G [00:02<00:08, 184MB/s]"
+      "  3%|▎         | 47.5M/1.78G [00:01<01:06, 28.1MB/s]"
      ]
     },
     {
@@ -1769,7 +6865,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 15%|█▌        | 274M/1.78G [00:02<00:09, 166MB/s]"
+      "  3%|▎         | 50.3M/1.78G [00:01<01:10, 26.3MB/s]"
      ]
     },
     {
@@ -1777,7 +6873,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 16%|█▋        | 296M/1.78G [00:02<00:08, 181MB/s]"
+      "  3%|▎         | 54.0M/1.78G [00:01<01:02, 29.7MB/s]"
      ]
     },
     {
@@ -1785,7 +6881,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 18%|█▊        | 324M/1.78G [00:02<00:07, 210MB/s]"
+      "  3%|▎         | 57.0M/1.78G [00:02<01:12, 25.4MB/s]"
      ]
     },
     {
@@ -1793,7 +6889,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 19%|█▉        | 345M/1.78G [00:02<00:07, 212MB/s]"
+      "  3%|▎         | 59.6M/1.78G [00:02<01:26, 21.3MB/s]"
      ]
     },
     {
@@ -1801,7 +6897,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 20%|██        | 366M/1.78G [00:02<00:07, 196MB/s]"
+      "  3%|▎         | 62.1M/1.78G [00:02<01:21, 22.5MB/s]"
      ]
     },
     {
@@ -1809,7 +6905,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 21%|██        | 385M/1.78G [00:02<00:09, 163MB/s]"
+      "  4%|▎         | 64.4M/1.78G [00:02<01:34, 19.5MB/s]"
      ]
     },
     {
@@ -1817,7 +6913,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 22%|██▏       | 408M/1.78G [00:03<00:08, 181MB/s]"
+      "  4%|▎         | 66.8M/1.78G [00:02<01:31, 20.1MB/s]"
      ]
     },
     {
@@ -1825,7 +6921,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 23%|██▎       | 426M/1.78G [00:03<00:08, 182MB/s]"
+      "  4%|▍         | 69.8M/1.78G [00:02<01:20, 22.9MB/s]"
      ]
     },
     {
@@ -1833,7 +6929,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 24%|██▍       | 445M/1.78G [00:03<00:09, 152MB/s]"
+      "  4%|▍         | 72.6M/1.78G [00:02<01:15, 24.2MB/s]"
      ]
     },
     {
@@ -1841,7 +6937,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 26%|██▌       | 471M/1.78G [00:03<00:07, 180MB/s]"
+      "  4%|▍         | 75.0M/1.78G [00:03<01:18, 23.3MB/s]"
      ]
     },
     {
@@ -1849,7 +6945,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 27%|██▋       | 494M/1.78G [00:03<00:07, 196MB/s]"
+      "  4%|▍         | 77.6M/1.78G [00:03<01:14, 24.4MB/s]"
      ]
     },
     {
@@ -1857,7 +6953,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 29%|██▊       | 520M/1.78G [00:03<00:06, 203MB/s]"
+      "  4%|▍         | 80.3M/1.78G [00:03<01:11, 25.4MB/s]"
      ]
     },
     {
@@ -1865,7 +6961,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 30%|██▉       | 540M/1.78G [00:03<00:07, 179MB/s]"
+      "  5%|▍         | 83.0M/1.78G [00:03<01:10, 25.7MB/s]"
      ]
     },
     {
@@ -1873,7 +6969,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 32%|███▏      | 574M/1.78G [00:03<00:05, 223MB/s]"
+      "  5%|▍         | 85.5M/1.78G [00:03<01:14, 24.4MB/s]"
      ]
     },
     {
@@ -1881,7 +6977,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 33%|███▎      | 597M/1.78G [00:04<00:06, 210MB/s]"
+      "  5%|▍         | 87.9M/1.78G [00:03<01:15, 24.0MB/s]"
      ]
     },
     {
@@ -1889,7 +6985,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 34%|███▍      | 621M/1.78G [00:04<00:05, 221MB/s]"
+      "  5%|▌         | 92.5M/1.78G [00:03<00:59, 30.7MB/s]"
      ]
     },
     {
@@ -1897,7 +6993,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 35%|███▌      | 644M/1.78G [00:04<00:06, 193MB/s]"
+      "  5%|▌         | 95.5M/1.78G [00:03<00:58, 30.9MB/s]"
      ]
     },
     {
@@ -1905,7 +7001,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 36%|███▋      | 664M/1.78G [00:04<00:06, 177MB/s]"
+      "  5%|▌         | 98.5M/1.78G [00:03<01:07, 26.9MB/s]"
      ]
     },
     {
@@ -1913,7 +7009,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 38%|███▊      | 687M/1.78G [00:04<00:06, 192MB/s]"
+      "  6%|▌         | 101M/1.78G [00:04<01:25, 21.2MB/s] "
      ]
     },
     {
@@ -1921,7 +7017,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 39%|███▉      | 711M/1.78G [00:04<00:05, 208MB/s]"
+      "  6%|▌         | 103M/1.78G [00:04<01:36, 18.7MB/s]"
      ]
     },
     {
@@ -1929,7 +7025,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 40%|████      | 732M/1.78G [00:05<00:08, 127MB/s]"
+      "  6%|▌         | 105M/1.78G [00:04<01:35, 18.8MB/s]"
      ]
     },
     {
@@ -1937,7 +7033,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 41%|████      | 748M/1.78G [00:05<00:08, 130MB/s]"
+      "  6%|▌         | 108M/1.78G [00:04<01:29, 20.1MB/s]"
      ]
     },
     {
@@ -1945,7 +7041,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 42%|████▏     | 768M/1.78G [00:05<00:08, 127MB/s]"
+      "  6%|▌         | 111M/1.78G [00:04<01:22, 21.9MB/s]"
      ]
     },
     {
@@ -1953,7 +7049,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 44%|████▎     | 793M/1.78G [00:05<00:06, 155MB/s]"
+      "  6%|▌         | 113M/1.78G [00:04<01:19, 22.6MB/s]"
      ]
     },
     {
@@ -1961,7 +7057,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 45%|████▍     | 815M/1.78G [00:05<00:06, 172MB/s]"
+      "  6%|▋         | 115M/1.78G [00:04<01:21, 21.9MB/s]"
      ]
     },
     {
@@ -1969,7 +7065,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 46%|████▌     | 834M/1.78G [00:05<00:05, 176MB/s]"
+      "  6%|▋         | 117M/1.78G [00:04<01:21, 21.9MB/s]"
      ]
     },
     {
@@ -1977,7 +7073,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 48%|████▊     | 865M/1.78G [00:05<00:04, 214MB/s]"
+      "  7%|▋         | 120M/1.78G [00:05<01:21, 21.9MB/s]"
      ]
     },
     {
@@ -1985,7 +7081,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 49%|████▊     | 887M/1.78G [00:05<00:05, 172MB/s]"
+      "  7%|▋         | 122M/1.78G [00:05<01:15, 23.5MB/s]"
      ]
     },
     {
@@ -1993,7 +7089,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 50%|████▉     | 906M/1.78G [00:06<00:06, 145MB/s]"
+      "  7%|▋         | 125M/1.78G [00:05<01:09, 25.5MB/s]"
      ]
     },
     {
@@ -2001,7 +7097,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 51%|█████     | 922M/1.78G [00:06<00:06, 148MB/s]"
+      "  7%|▋         | 128M/1.78G [00:05<01:08, 25.9MB/s]"
      ]
     },
     {
@@ -2009,7 +7105,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 52%|█████▏    | 938M/1.78G [00:06<00:08, 110MB/s]"
+      "  7%|▋         | 130M/1.78G [00:05<01:15, 23.4MB/s]"
      ]
     },
     {
@@ -2017,7 +7113,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 52%|█████▏    | 951M/1.78G [00:06<00:08, 111MB/s]"
+      "  7%|▋         | 133M/1.78G [00:05<01:12, 24.4MB/s]"
      ]
     },
     {
@@ -2025,7 +7121,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 54%|█████▎    | 976M/1.78G [00:06<00:06, 133MB/s]"
+      "  7%|▋         | 136M/1.78G [00:05<01:14, 23.6MB/s]"
      ]
     },
     {
@@ -2033,7 +7129,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 55%|█████▍    | 0.98G/1.78G [00:07<00:06, 123MB/s]"
+      "  8%|▊         | 138M/1.78G [00:05<01:19, 22.3MB/s]"
      ]
     },
     {
@@ -2041,7 +7137,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 56%|█████▌    | 1.00G/1.78G [00:07<00:05, 144MB/s]"
+      "  8%|▊         | 141M/1.78G [00:05<01:07, 26.0MB/s]"
      ]
     },
     {
@@ -2049,7 +7145,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 57%|█████▋    | 1.02G/1.78G [00:07<00:04, 167MB/s]"
+      "  8%|▊         | 144M/1.78G [00:06<01:07, 26.2MB/s]"
      ]
     },
     {
@@ -2057,7 +7153,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 58%|█████▊    | 1.04G/1.78G [00:07<00:04, 174MB/s]"
+      "  8%|▊         | 147M/1.78G [00:06<01:04, 27.3MB/s]"
      ]
     },
     {
@@ -2065,7 +7161,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 60%|█████▉    | 1.06G/1.78G [00:07<00:04, 189MB/s]"
+      "  8%|▊         | 149M/1.78G [00:06<01:05, 26.8MB/s]"
      ]
     },
     {
@@ -2073,7 +7169,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 61%|██████    | 1.08G/1.78G [00:07<00:03, 202MB/s]"
+      "  8%|▊         | 153M/1.78G [00:06<01:01, 28.3MB/s]"
      ]
     },
     {
@@ -2081,7 +7177,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 62%|██████▏   | 1.11G/1.78G [00:07<00:03, 211MB/s]"
+      "  9%|▊         | 155M/1.78G [00:06<01:09, 25.3MB/s]"
      ]
     },
     {
@@ -2089,7 +7185,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 63%|██████▎   | 1.13G/1.78G [00:07<00:03, 217MB/s]"
+      "  9%|▊         | 159M/1.78G [00:06<01:00, 28.7MB/s]"
      ]
     },
     {
@@ -2097,7 +7193,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 65%|██████▍   | 1.15G/1.78G [00:07<00:03, 186MB/s]"
+      "  9%|▉         | 162M/1.78G [00:06<01:08, 25.2MB/s]"
      ]
     },
     {
@@ -2105,7 +7201,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 66%|██████▌   | 1.17G/1.78G [00:07<00:03, 180MB/s]"
+      "  9%|▉         | 164M/1.78G [00:06<01:08, 25.3MB/s]"
      ]
     },
     {
@@ -2113,7 +7209,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 67%|██████▋   | 1.19G/1.78G [00:08<00:03, 199MB/s]"
+      "  9%|▉         | 167M/1.78G [00:07<01:29, 19.3MB/s]"
      ]
     },
     {
@@ -2121,7 +7217,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 68%|██████▊   | 1.21G/1.78G [00:08<00:02, 209MB/s]"
+      "  9%|▉         | 169M/1.78G [00:07<01:29, 19.3MB/s]"
      ]
     },
     {
@@ -2129,7 +7225,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 69%|██████▉   | 1.23G/1.78G [00:08<00:03, 193MB/s]"
+      "  9%|▉         | 172M/1.78G [00:07<01:21, 21.1MB/s]"
      ]
     },
     {
@@ -2137,7 +7233,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 70%|███████   | 1.25G/1.78G [00:08<00:02, 202MB/s]"
+      " 10%|▉         | 174M/1.78G [00:07<01:22, 20.9MB/s]"
      ]
     },
     {
@@ -2145,7 +7241,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 72%|███████▏  | 1.27G/1.78G [00:08<00:02, 210MB/s]"
+      " 10%|▉         | 176M/1.78G [00:07<01:24, 20.5MB/s]"
      ]
     },
     {
@@ -2153,7 +7249,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 73%|███████▎  | 1.30G/1.78G [00:08<00:02, 218MB/s]"
+      " 10%|▉         | 178M/1.78G [00:07<01:22, 20.8MB/s]"
      ]
     },
     {
@@ -2161,7 +7257,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 74%|███████▍  | 1.32G/1.78G [00:08<00:03, 144MB/s]"
+      " 10%|▉         | 181M/1.78G [00:07<01:14, 23.2MB/s]"
      ]
     },
     {
@@ -2169,7 +7265,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 75%|███████▌  | 1.34G/1.78G [00:09<00:02, 162MB/s]"
+      " 10%|█         | 186M/1.78G [00:07<00:54, 31.2MB/s]"
      ]
     },
     {
@@ -2177,7 +7273,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 76%|███████▋  | 1.36G/1.78G [00:09<00:02, 177MB/s]"
+      " 10%|█         | 189M/1.78G [00:07<00:56, 30.1MB/s]"
      ]
     },
     {
@@ -2185,7 +7281,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 78%|███████▊  | 1.38G/1.78G [00:09<00:02, 188MB/s]"
+      " 11%|█         | 192M/1.78G [00:08<00:58, 29.2MB/s]"
      ]
     },
     {
@@ -2193,7 +7289,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 79%|███████▉  | 1.40G/1.78G [00:09<00:02, 198MB/s]"
+      " 11%|█         | 195M/1.78G [00:08<00:58, 28.9MB/s]"
      ]
     },
     {
@@ -2201,7 +7297,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 80%|████████  | 1.42G/1.78G [00:09<00:01, 205MB/s]"
+      " 11%|█         | 199M/1.78G [00:08<00:51, 33.2MB/s]"
      ]
     },
     {
@@ -2209,7 +7305,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 81%|████████▏ | 1.45G/1.78G [00:09<00:01, 218MB/s]"
+      " 11%|█         | 202M/1.78G [00:08<00:57, 29.7MB/s]"
      ]
     },
     {
@@ -2217,7 +7313,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 83%|████████▎ | 1.47G/1.78G [00:09<00:01, 221MB/s]"
+      " 11%|█▏        | 207M/1.78G [00:08<00:49, 34.1MB/s]"
      ]
     },
     {
@@ -2225,7 +7321,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 84%|████████▍ | 1.49G/1.78G [00:09<00:01, 225MB/s]"
+      " 12%|█▏        | 210M/1.78G [00:08<00:56, 29.7MB/s]"
      ]
     },
     {
@@ -2233,7 +7329,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 85%|████████▌ | 1.51G/1.78G [00:09<00:01, 231MB/s]"
+      " 12%|█▏        | 213M/1.78G [00:08<01:03, 26.4MB/s]"
      ]
     },
     {
@@ -2241,7 +7337,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 86%|████████▋ | 1.53G/1.78G [00:09<00:01, 235MB/s]"
+      " 12%|█▏        | 217M/1.78G [00:08<00:54, 30.8MB/s]"
      ]
     },
     {
@@ -2249,7 +7345,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 88%|████████▊ | 1.56G/1.78G [00:10<00:01, 175MB/s]"
+      " 12%|█▏        | 220M/1.78G [00:09<01:05, 25.6MB/s]"
      ]
     },
     {
@@ -2257,7 +7353,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 89%|████████▉ | 1.58G/1.78G [00:10<00:01, 190MB/s]"
+      " 12%|█▏        | 223M/1.78G [00:09<01:06, 25.0MB/s]"
      ]
     },
     {
@@ -2265,7 +7361,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 90%|█████████ | 1.60G/1.78G [00:10<00:00, 203MB/s]"
+      " 12%|█▏        | 226M/1.78G [00:09<01:02, 26.8MB/s]"
      ]
     },
     {
@@ -2273,7 +7369,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 91%|█████████ | 1.62G/1.78G [00:10<00:00, 168MB/s]"
+      " 13%|█▎        | 231M/1.78G [00:09<00:51, 32.2MB/s]"
      ]
     },
     {
@@ -2281,7 +7377,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 93%|█████████▎| 1.65G/1.78G [00:10<00:00, 189MB/s]"
+      " 13%|█▎        | 234M/1.78G [00:09<00:50, 32.7MB/s]"
      ]
     },
     {
@@ -2289,7 +7385,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 94%|█████████▎| 1.66G/1.78G [00:10<00:00, 147MB/s]"
+      " 13%|█▎        | 239M/1.78G [00:09<00:43, 37.7MB/s]"
      ]
     },
     {
@@ -2297,7 +7393,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 95%|█████████▍| 1.69G/1.78G [00:10<00:00, 166MB/s]"
+      " 13%|█▎        | 243M/1.78G [00:09<00:42, 38.6MB/s]"
      ]
     },
     {
@@ -2305,7 +7401,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 96%|█████████▌| 1.71G/1.78G [00:11<00:00, 180MB/s]"
+      " 14%|█▎        | 247M/1.78G [00:09<00:46, 35.4MB/s]"
      ]
     },
     {
@@ -2313,7 +7409,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 97%|█████████▋| 1.73G/1.78G [00:11<00:00, 148MB/s]"
+      " 14%|█▍        | 252M/1.78G [00:09<00:41, 39.5MB/s]"
      ]
     },
     {
@@ -2321,7 +7417,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 98%|█████████▊| 1.74G/1.78G [00:11<00:00, 123MB/s]"
+      " 14%|█▍        | 256M/1.78G [00:10<00:46, 35.3MB/s]"
      ]
     },
     {
@@ -2329,7 +7425,7 @@
      "output_type": "stream",
      "text": [
       "\r",
-      " 99%|█████████▉| 1.77G/1.78G [00:11<00:00, 149MB/s]"
+      " 14%|█▍        | 260M/1.78G [00:10<00:45, 36.4MB/s]"
      ]
     },
     {
@@ -2337,7 +7433,4351 @@
      "output_type": "stream",
      "text": [
       "\r",
-      "100%|██████████| 1.78G/1.78G [00:11<00:00, 165MB/s]"
+      " 14%|█▍        | 263M/1.78G [00:10<00:44, 36.6MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      " 15%|█▍        | 267M/1.78G [00:10<00:47, 34.1MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      " 15%|█▍        | 270M/1.78G [00:10<00:50, 32.4MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      " 15%|█▌        | 273M/1.78G [00:10<00:50, 31.9MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      " 15%|█▌        | 276M/1.78G [00:10<00:57, 28.1MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      " 15%|█▌        | 279M/1.78G [00:10<00:55, 28.9MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\r",
+      " 16%|█▌        | 282M/1.78G [00:11<00:59, 26.9MB/s]"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
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     {
@@ -2374,10 +11814,10 @@
    "id": "6a829b99-5230-463a-8b11-30ffbb67fc3a",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-16T10:26:26.967957Z",
-     "iopub.status.busy": "2024-01-16T10:26:26.967348Z",
-     "iopub.status.idle": "2024-01-16T10:26:27.043557Z",
-     "shell.execute_reply": "2024-01-16T10:26:27.042857Z"
+     "iopub.execute_input": "2024-01-31T13:36:50.749013Z",
+     "iopub.status.busy": "2024-01-31T13:36:50.748323Z",
+     "iopub.status.idle": "2024-01-31T13:36:50.825049Z",
+     "shell.execute_reply": "2024-01-31T13:36:50.824334Z"
     },
     "tags": []
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@@ -2558,10 +11998,10 @@
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@@ -2587,10 +12027,10 @@
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@@ -2634,22 +12074,6 @@
        "  \n",
        "    \n",
        "      0\n",
-       "      data/106349S_por.png\n",
-       "      0\n",
-       "      0.166554\n",
-       "      2\n",
-       "      0.093529\n",
-       "      0\n",
-       "      0.108629\n",
-       "      0.058296\n",
-       "      0\n",
-       "      0.000794\n",
-       "      2\n",
-       "      0.000091\n",
-       "      2\n",
-       "    \n",
-       "    \n",
-       "      1\n",
        "      data/102141_2_eng.png\n",
        "      2\n",
        "      0.113501\n",
@@ -2665,6 +12089,22 @@
        "      1\n",
        "    \n",
        "    \n",
+       "      1\n",
+       "      data/106349S_por.png\n",
+       "      0\n",
+       "      0.166554\n",
+       "      2\n",
+       "      0.093529\n",
+       "      0\n",
+       "      0.108629\n",
+       "      0.058296\n",
+       "      0\n",
+       "      0.000794\n",
+       "      2\n",
+       "      0.000091\n",
+       "      2\n",
+       "    \n",
+       "    \n",
        "      2\n",
        "      data/102730_eng.png\n",
        "      1\n",
@@ -2686,28 +12126,28 @@
       ],
       "text/plain": [
        "                filename  rank politician press conference  \\\n",
-       "0   data/106349S_por.png                                 0   \n",
-       "1  data/102141_2_eng.png                                 2   \n",
+       "0  data/102141_2_eng.png                                 2   \n",
+       "1   data/106349S_por.png                                 0   \n",
        "2    data/102730_eng.png                                 1   \n",
        "\n",
        "   politician press conference  rank a world map  a world map  rank a dog  \\\n",
-       "0                     0.166554                 2     0.093529           0   \n",
-       "1                     0.113501                 1     0.106334           2   \n",
+       "0                     0.113501                 1     0.106334           2   \n",
+       "1                     0.166554                 2     0.093529           0   \n",
        "2                     0.144051                 0     0.131088           1   \n",
        "\n",
        "      a dog  itm politician press conference  \\\n",
-       "0  0.108629                         0.058296   \n",
-       "1  0.049040                         0.001262   \n",
+       "0  0.049040                         0.001262   \n",
+       "1  0.108629                         0.058296   \n",
        "2  0.100833                         0.001856   \n",
        "\n",
        "   itm_rank politician press conference  itm a world map  \\\n",
-       "0                                     0         0.000794   \n",
-       "1                                     2         0.085763   \n",
+       "0                                     2         0.085763   \n",
+       "1                                     0         0.000794   \n",
        "2                                     1         0.004548   \n",
        "\n",
        "   itm_rank a world map  itm a dog  itm_rank a dog  \n",
-       "0                     2   0.000091               2  \n",
-       "1                     0   0.000175               1  \n",
+       "0                     0   0.000175               1  \n",
+       "1                     2   0.000091               2  \n",
        "2                     1   0.000812               0  "
       ]
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@@ -2735,10 +12175,10 @@
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diff --git a/build/html/searchindex.js b/build/html/searchindex.js
index f74bd44..0c58bae 100644
--- a/build/html/searchindex.js
+++ b/build/html/searchindex.js
@@ -1 +1 @@
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"Step-4:-Convert-analysis-output-to-pandas-dataframe-and-write-csv"]], "The detector modules": [[4, "The-detector-modules"]], "Image summary and query": [[4, "Image-summary-and-query"]], "Detection of faces and facial expression analysis": [[4, "Detection-of-faces-and-facial-expression-analysis"]], "Further detector modules": [[4, "Further-detector-modules"]], "Color Detector": [[5, "Color-Detector"]], "Crop posts module": [[6, "Crop-posts-module"]], "Multimodal search module": [[7, "Multimodal-search-module"]], "Indexing and extracting features from images in selected folder": [[7, "Indexing-and-extracting-features-from-images-in-selected-folder"]], "Formulate your search queries": [[7, "Formulate-your-search-queries"]], "Improve the search results": [[7, "Improve-the-search-results"]], "Save search results to csv": [[7, "Save-search-results-to-csv"]], "AMMICO - AI Media and Misinformation Content Analysis Tool": [[8, "ammico-ai-media-and-misinformation-content-analysis-tool"]], "Installation": [[8, "installation"]], "Compatibility problems solving": [[8, "compatibility-problems-solving"]], "1. First, install tensorflow (https://www.tensorflow.org/install/pip)": [[8, "first-install-tensorflow-https-www-tensorflow-org-install-pip"]], "2. Second, install pytorch": [[8, "second-install-pytorch"]], "3. After we prepared right environment we can install the ammico package": [[8, "after-we-prepared-right-environment-we-can-install-the-ammico-package"]], "Micromamba": [[8, "micromamba"]], "Windows": [[8, "windows"]], "Usage": [[8, "usage"]], "Features": [[8, "features"]], "Text extraction": [[8, "text-extraction"]], "Content extraction": [[8, "content-extraction"]], "Emotion recognition": [[8, "emotion-recognition"]], "Color/hue detection": [[8, "color-hue-detection"]], "Cropping of posts": [[8, "cropping-of-posts"]]}, "indexentries": {"analysisexplorer (class in display)": [[0, "display.AnalysisExplorer"]], "analysismethod (class in utils)": [[0, "utils.AnalysisMethod"]], "colordetector (class in colors)": [[0, "colors.ColorDetector"]], "downloadresource (class in utils)": [[0, "utils.DownloadResource"]], "emotiondetector (class in faces)": [[0, "faces.EmotionDetector"]], "multimodalsearch (class in multimodal_search)": [[0, "multimodal_search.MultimodalSearch"]], "postprocesstext 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"License": [[2, "license"]], "AMMICO package modules": [[3, "ammico-package-modules"]], "AMMICO Demonstration Notebook": [[4, "AMMICO-Demonstration-Notebook"]], "Step 1: Read your data into AMMICO": [[4, "Step-1:-Read-your-data-into-AMMICO"]], "Step 2: Inspect the input files using the graphical user interface": [[4, "Step-2:-Inspect-the-input-files-using-the-graphical-user-interface"]], "Step 3: Analyze all images": [[4, "Step-3:-Analyze-all-images"]], "Step 4: Convert analysis output to pandas dataframe and write csv": [[4, "Step-4:-Convert-analysis-output-to-pandas-dataframe-and-write-csv"]], "The detector modules": [[4, "The-detector-modules"]], "Image summary and query": [[4, "Image-summary-and-query"]], "Detection of faces and facial expression analysis": [[4, "Detection-of-faces-and-facial-expression-analysis"]], "Further detector modules": [[4, "Further-detector-modules"]], "Color Detector": [[5, "Color-Detector"]], "Crop posts module": [[6, "Crop-posts-module"]], "Multimodal 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First, install tensorflow (https://www.tensorflow.org/install/pip)": [[8, "first-install-tensorflow-https-www-tensorflow-org-install-pip"]], "2. Second, install pytorch": [[8, "second-install-pytorch"]], "3. After we prepared right environment we can install the ammico package": [[8, "after-we-prepared-right-environment-we-can-install-the-ammico-package"]], "Micromamba": [[8, "micromamba"]], "Windows": [[8, "windows"]], "Usage": [[8, "usage"]], "Features": [[8, "features"]], "Text extraction": [[8, "text-extraction"]], "Content extraction": [[8, "content-extraction"]], "Emotion recognition": [[8, "emotion-recognition"]], "Color/hue detection": [[8, "color-hue-detection"]], "Cropping of posts": [[8, "cropping-of-posts"]]}, "indexentries": {"analysisexplorer (class in display)": [[0, "display.AnalysisExplorer"]], "analysismethod (class in utils)": [[0, "utils.AnalysisMethod"]], "colordetector (class in colors)": [[0, "colors.ColorDetector"]], "downloadresource (class in utils)": [[0, "utils.DownloadResource"]], "emotiondetector (class in faces)": [[0, "faces.EmotionDetector"]], "multimodalsearch (class in multimodal_search)": [[0, "multimodal_search.MultimodalSearch"]], "postprocesstext 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\ No newline at end of file
diff --git a/source/notebooks/data/data_out.csv b/source/notebooks/data/data_out.csv
index 4e6bfc0..174a7ef 100644
--- a/source/notebooks/data/data_out.csv
+++ b/source/notebooks/data/data_out.csv
@@ -1,4 +1,4 @@
 ,filename,rank politician press conference,politician press conference,rank a world map,a world map,rank a dog,a dog,itm politician press conference,itm_rank politician press conference,itm a world map,itm_rank a world map,itm a dog,itm_rank a dog
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-1,data/102141_2_eng.png,2,0.113500788808,1,0.106334105134,2,0.0490400977433,0.00126223196276,2,0.0857630595565,0,0.000174979766598,1
+0,data/102141_2_eng.png,2,0.113500788808,1,0.106334105134,2,0.0490400977433,0.00126223196276,2,0.0857630595565,0,0.000174979766598,1
+1,data/106349S_por.png,0,0.166553884745,2,0.0935290455818,0,0.108629465103,0.0582960061729,0,0.000794103252701,2,9.0896646725e-05,2
 2,data/102730_eng.png,1,0.144050866365,0,0.131087630987,1,0.10083308816,0.00185553671326,1,0.0045476439409,1,0.000811598263681,0
diff --git a/source/notebooks/data_out.csv b/source/notebooks/data_out.csv
index 69bd4b0..3e3bf2e 100644
--- a/source/notebooks/data_out.csv
+++ b/source/notebooks/data_out.csv
@@ -1,4 +1,4 @@
 ,filename,red,green,blue,yellow,cyan,orange,purple,pink,brown,grey,white,black
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-1,data/102141_2_eng.png,0.04,0.03,0.02,0.0,0,0,0.01,0.0,0.32,0.23,0.31,0.05
+0,data/102141_2_eng.png,0.04,0.03,0.02,0.0,0,0,0.01,0.0,0.32,0.23,0.31,0.05
+1,data/106349S_por.png,0.01,0.01,0.05,0.0,0,0,0.22,0.0,0.03,0.68,0.0,0.0
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