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config.json

@@ -0,0 +1,337 @@
+{
+  "_name_or_path": "facebook/maskformer-swin-small-coco",
+  "architectures": [
+    "MaskFormerForInstanceSegmentation"
+  ],
+  "backbone": null,
+  "backbone_config": {
+    "depths": [
+      2,
+      2,
+      18,
+      2
+    ],
+    "drop_path_rate": 0.3,
+    "embed_dim": 96,
+    "encoder_stride": 32,
+    "hidden_size": 768,
+    "image_size": 224,
+    "in_channels": 3,
+    "model_type": "maskformer-swin",
+    "num_heads": [
+      3,
+      6,
+      12,
+      24
+    ],
+    "out_features": [
+      "stage1",
+      "stage2",
+      "stage3",
+      "stage4"
+    ],
+    "out_indices": [
+      1,
+      2,
+      3,
+      4
+    ],
+    "path_norm": true,
+    "pretrain_img_size": 224,
+    "window_size": 7
+  },
+  "backbone_kwargs": null,
+  "ce_weight": 1.0,
+  "cross_entropy_weight": 1.0,
+  "decoder_config": {
+    "max_position_embeddings": 1024,
+    "model_type": "detr",
+    "scale_embedding": false
+  },
+  "dice_weight": 1.0,
+  "fpn_feature_size": 256,
+  "id2label": {
+    "0": "person",
+    "1": "bicycle",
+    "2": "car",
+    "3": "motorcycle",
+    "4": "airplane",
+    "5": "bus",
+    "6": "train",
+    "7": "truck",
+    "8": "boat",
+    "9": "traffic light",
+    "10": "fire hydrant",
+    "11": "stop sign",
+    "12": "parking meter",
+    "13": "bench",
+    "14": "bird",
+    "15": "cat",
+    "16": "dog",
+    "17": "horse",
+    "18": "sheep",
+    "19": "cow",
+    "20": "elephant",
+    "21": "bear",
+    "22": "zebra",
+    "23": "giraffe",
+    "24": "backpack",
+    "25": "umbrella",
+    "26": "handbag",
+    "27": "tie",
+    "28": "suitcase",
+    "29": "frisbee",
+    "30": "skis",
+    "31": "snowboard",
+    "32": "sports ball",
+    "33": "kite",
+    "34": "baseball bat",
+    "35": "baseball glove",
+    "36": "skateboard",
+    "37": "surfboard",
+    "38": "tennis racket",
+    "39": "bottle",
+    "40": "wine glass",
+    "41": "cup",
+    "42": "fork",
+    "43": "knife",
+    "44": "spoon",
+    "45": "bowl",
+    "46": "banana",
+    "47": "apple",
+    "48": "sandwich",
+    "49": "orange",
+    "50": "broccoli",
+    "51": "carrot",
+    "52": "hot dog",
+    "53": "pizza",
+    "54": "donut",
+    "55": "cake",
+    "56": "chair",
+    "57": "couch",
+    "58": "potted plant",
+    "59": "bed",
+    "60": "dining table",
+    "61": "toilet",
+    "62": "tv",
+    "63": "laptop",
+    "64": "mouse",
+    "65": "remote",
+    "66": "keyboard",
+    "67": "cell phone",
+    "68": "microwave",
+    "69": "oven",
+    "70": "toaster",
+    "71": "sink",
+    "72": "refrigerator",
+    "73": "book",
+    "74": "clock",
+    "75": "vase",
+    "76": "scissors",
+    "77": "teddy bear",
+    "78": "hair drier",
+    "79": "toothbrush",
+    "80": "banner",
+    "81": "blanket",
+    "82": "bridge",
+    "83": "cardboard",
+    "84": "counter",
+    "85": "curtain",
+    "86": "door-stuff",
+    "87": "floor-wood",
+    "88": "flower",
+    "89": "fruit",
+    "90": "gravel",
+    "91": "house",
+    "92": "light",
+    "93": "mirror-stuff",
+    "94": "net",
+    "95": "pillow",
+    "96": "platform",
+    "97": "playingfield",
+    "98": "railroad",
+    "99": "river",
+    "100": "road",
+    "101": "roof",
+    "102": "sand",
+    "103": "sea",
+    "104": "shelf",
+    "105": "snow",
+    "106": "stairs",
+    "107": "tent",
+    "108": "towel",
+    "109": "wall-brick",
+    "110": "wall-stone",
+    "111": "wall-tile",
+    "112": "wall-wood",
+    "113": "water-other",
+    "114": "window-blind",
+    "115": "window-other",
+    "116": "tree-merged",
+    "117": "fence-merged",
+    "118": "ceiling-merged",
+    "119": "sky-other-merged",
+    "120": "cabinet-merged",
+    "121": "table-merged",
+    "122": "floor-other-merged",
+    "123": "pavement-merged",
+    "124": "mountain-merged",
+    "125": "grass-merged",
+    "126": "dirt-merged",
+    "127": "paper-merged",
+    "128": "food-other-merged",
+    "129": "building-other-merged",
+    "130": "rock-merged",
+    "131": "wall-other-merged",
+    "132": "rug-merged"
+  },
+  "init_std": 0.02,
+  "init_xavier_std": 1.0,
+  "label2id": {
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+    "apple": 47,
+    "backpack": 24,
+    "banana": 46,
+    "banner": 80,
+    "baseball bat": 34,
+    "baseball glove": 35,
+    "bear": 21,
+    "bed": 59,
+    "bench": 13,
+    "bicycle": 1,
+    "bird": 14,
+    "blanket": 81,
+    "boat": 8,
+    "book": 73,
+    "bottle": 39,
+    "bowl": 45,
+    "bridge": 82,
+    "broccoli": 50,
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+    "bus": 5,
+    "cabinet-merged": 120,
+    "cake": 55,
+    "car": 2,
+    "cardboard": 83,
+    "carrot": 51,
+    "cat": 15,
+    "ceiling-merged": 118,
+    "cell phone": 67,
+    "chair": 56,
+    "clock": 74,
+    "couch": 57,
+    "counter": 84,
+    "cow": 19,
+    "cup": 41,
+    "curtain": 85,
+    "dining table": 60,
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+    "dog": 16,
+    "donut": 54,
+    "door-stuff": 86,
+    "elephant": 20,
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+    "fire hydrant": 10,
+    "floor-other-merged": 122,
+    "floor-wood": 87,
+    "flower": 88,
+    "food-other-merged": 128,
+    "fork": 42,
+    "frisbee": 29,
+    "fruit": 89,
+    "giraffe": 23,
+    "grass-merged": 125,
+    "gravel": 90,
+    "hair drier": 78,
+    "handbag": 26,
+    "horse": 17,
+    "hot dog": 52,
+    "house": 91,
+    "keyboard": 66,
+    "kite": 33,
+    "knife": 43,
+    "laptop": 63,
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+    "microwave": 68,
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+    "mouse": 64,
+    "net": 94,
+    "orange": 49,
+    "oven": 69,
+    "paper-merged": 127,
+    "parking meter": 12,
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+    "person": 0,
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+    "pizza": 53,
+    "platform": 96,
+    "playingfield": 97,
+    "potted plant": 58,
+    "railroad": 98,
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+    "sheep": 18,
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+    "sink": 71,
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+    "snow": 105,
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+    "sports ball": 32,
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+    "surfboard": 37,
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+    "teddy bear": 77,
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+    "wall-other-merged": 131,
+    "wall-stone": 110,
+    "wall-tile": 111,
+    "wall-wood": 112,
+    "water-other": 113,
+    "window-blind": 114,
+    "window-other": 115,
+    "wine glass": 40,
+    "zebra": 22
+  },
+  "mask_feature_size": 256,
+  "mask_weight": 20.0,
+  "model_type": "maskformer",
+  "no_object_weight": 0.1,
+  "num_attention_heads": 8,
+  "num_hidden_layers": 6,
+  "num_queries": 100,
+  "output_auxiliary_logits": null,
+  "transformers_version": "4.45.0.dev0",
+  "use_auxiliary_loss": false,
+  "use_pretrained_backbone": false,
+  "use_timm_backbone": false
+}

onnx/model.onnx

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onnx/model_bnb4.onnx

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onnx/model_fp16.onnx

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onnx/model_int8.onnx

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onnx/model_q4.onnx

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onnx/model_q4f16.onnx

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onnx/model_quantized.onnx

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onnx/model_uint8.onnx

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preprocessor_config.json

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+{
+  "do_normalize": true,
+  "do_reduce_labels": false,
+  "do_rescale": true,
+  "do_resize": true,
+  "ignore_index": 255,
+  "image_mean": [
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+  "image_processor_type": "MaskFormerFeatureExtractor",
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+  "size": {
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+  "size_divisor": 32
+}

quantize_config.json

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+{
+    "modes": [
+        "fp16",
+        "q8",
+        "int8",
+        "uint8",
+        "q4",
+        "q4f16",
+        "bnb4"
+    ],
+    "per_channel": true,
+    "reduce_range": true,
+    "block_size": null,
+    "is_symmetric": true,
+    "accuracy_level": null,
+    "quant_type": 1
+}