Add TableFormer fat version

Signed-off-by: Christoph Auer <cau@zurich.ibm.com>

model_artifacts/tableformer/fat/tm_config.json

@@ -0,0 +1,370 @@
+{
+  "dataset": {
+    "type": "PTN_prepared",
+    "name": "PubTabNet_300_100_512",
+    "raw_data_dir": "./tests/test_data/ccs_api/model/",
+    "load_cells": true,
+    "bbox_format": "5plet",
+    "resized_image": 448,
+    "keep_AR": false,
+    "up_scaling_enabled": true,
+    "down_scaling_enabled": true,
+    "padding_mode": "null",
+    "padding_color": [
+      0,
+      0,
+      0
+    ],
+    "image_normalization": {
+      "state": true,
+      "mean": [
+        0.94247851,
+        0.94254675,
+        0.94292611
+      ],
+      "std": [
+        0.17910956,
+        0.17940403,
+        0.17931663
+      ]
+    },
+    "color_jitter": true,
+    "rand_crop": true,
+    "rand_pad": true,
+    "image_grayscale": false
+  },
+  "model": {
+    "type": "TableModel04_rs",
+    "name": "14_128_256_4_true",
+    "backbone": "resnet18",
+    "enc_image_size": 28,
+    "tag_embed_dim": 16,
+    "hidden_dim": 512,
+    "tag_decoder_dim": 512,
+    "bbox_embed_dim": 256,
+    "tag_attention_dim": 256,
+    "bbox_attention_dim": 512,
+    "enc_layers": 6,
+    "dec_layers": 6,
+    "nheads": 8,
+    "dropout": 0.1,
+    "bbox_classes": 2
+  },
+  "train": {
+    "bbox": true
+  },
+  "predict": {
+    "max_steps": 1024,
+    "beam_size": 5,
+    "bbox": true,
+    "pdf_cell_iou_thres": 0.05,
+    "padding": false,
+    "padding_size": 50,
+    "disable_post_process": false,
+    "profiling": false,
+    "device_mode": "auto"
+  },
+  "debug": {
+    "save_debug_images": false
+  },
+  "dataset_wordmap": {
+    "word_map_tag": {
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+      "<unk>": 1,
+      "<start>": 2,
+      "<end>": 3,
+      "ecel": 4,
+      "fcel": 5,
+      "lcel": 6,
+      "ucel": 7,
+      "xcel": 8,
+      "nl": 9,
+      "ched": 10,
+      "rhed": 11,
+      "srow": 12
+    },
+    "word_map_cell": {
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+      "!": 179,
+      "\"": 126,
+      "#": 101,
+      "$": 119,
+      "%": 18,
+      "&": 114,
+      "'": 108,
+      "(": 29,
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+      "+": 97,
+      ",": 71,
+      "-": 63,
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+      "2": 43,
+      "3": 41,
+      "4": 45,
+      "5": 17,
+      "6": 37,
+      "7": 35,
+      "8": 40,
+      "9": 16,
+      ":": 88,
+      ";": 92,
+      "<": 73,
+      "</b>": 9,
+      "</i>": 23,
+      "</overline>": 219,
+      "</strike>": 233,
+      "</sub>": 94,
+      "</sup>": 77,
+      "</underline>": 151,
+      "<b>": 1,
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+      "<i>": 21,
+      "<overline>": 218,
+      "<pad>": 0,
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+      "<strike>": 232,
+      "<sub>": 93,
+      "<sup>": 75,
+      "<underline>": 150,
+      "<unk>": 278,
+      "=": 99,
+      ">": 39,
+      "?": 96,
+      "@": 125,
+      "A": 27,
+      "B": 86,
+      "C": 19,
+      "D": 57,
+      "E": 64,
+      "F": 47,
+      "G": 44,
+      "H": 10,
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+      "K": 81,
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+      "O": 65,
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+      "R": 60,
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+      "T": 48,
+      "U": 55,
+      "V": 2,
+      "W": 83,
+      "X": 104,
+      "Y": 89,
+      "Z": 113,
+      "[": 70,
+      "\\": 165,
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+      "^": 132,
+      "_": 84,
+      "`": 196,
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+      "b": 6,
+      "c": 54,
+      "d": 12,
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+      "g": 28,
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+      "i": 5,
+      "j": 82,
+      "k": 95,
+      "l": 7,
+      "m": 30,
+      "n": 31,
+      "o": 15,
+      "p": 22,
+      "q": 67,
+      "r": 4,
+      "s": 51,
+      "t": 14,
+      "u": 25,
+      "v": 24,
+      "w": 53,
+      "x": 61,
+      "y": 49,
+      "z": 11,
+      "{": 158,
+      "|": 139,
+      "}": 159,
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+      "\u2012": 135,
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+      "\u2014": 106,
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+      "\u2016": 259,
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+    }
+  }
+}