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config.json

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+{
+  "_name_or_path": "apple/deeplabv3-mobilevit-xx-small",
+  "architectures": [
+    "MobileViTForSemanticSegmentation"
+  ],
+  "aspp_dropout_prob": 0.1,
+  "aspp_out_channels": 256,
+  "atrous_rates": [
+    6,
+    12,
+    18
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "classifier_dropout_prob": 0.1,
+  "conv_kernel_size": 3,
+  "expand_ratio": 2.0,
+  "hidden_act": "silu",
+  "hidden_dropout_prob": 0.05,
+  "hidden_sizes": [
+    64,
+    80,
+    96
+  ],
+  "id2label": {
+    "0": "background",
+    "1": "aeroplane",
+    "2": "bicycle",
+    "3": "bird",
+    "4": "boat",
+    "5": "bottle",
+    "6": "bus",
+    "7": "car",
+    "8": "cat",
+    "9": "chair",
+    "10": "cow",
+    "11": "diningtable",
+    "12": "dog",
+    "13": "horse",
+    "14": "motorbike",
+    "15": "person",
+    "16": "pottedplant",
+    "17": "sheep",
+    "18": "sofa",
+    "19": "train",
+    "20": "tvmonitor"
+  },
+  "image_size": 512,
+  "initializer_range": 0.02,
+  "label2id": {
+    "aeroplane": 1,
+    "background": 0,
+    "bicycle": 2,
+    "bird": 3,
+    "boat": 4,
+    "bottle": 5,
+    "bus": 6,
+    "car": 7,
+    "cat": 8,
+    "chair": 9,
+    "cow": 10,
+    "diningtable": 11,
+    "dog": 12,
+    "horse": 13,
+    "motorbike": 14,
+    "person": 15,
+    "pottedplant": 16,
+    "sheep": 17,
+    "sofa": 18,
+    "train": 19,
+    "tvmonitor": 20
+  },
+  "layer_norm_eps": 1e-05,
+  "mlp_ratio": 2.0,
+  "model_type": "mobilevit",
+  "neck_hidden_sizes": [
+    16,
+    16,
+    24,
+    48,
+    64,
+    80,
+    320
+  ],
+  "num_attention_heads": 4,
+  "num_channels": 3,
+  "output_stride": 16,
+  "patch_size": 2,
+  "qkv_bias": true,
+  "semantic_loss_ignore_index": 255,
+  "transformers_version": "4.30.2"
+}

onnx/model.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:526bc2e2ba04db5e638ee3eaabf96959a8955296a02f690b1e584a58db958caa
+size 7727644

onnx/model_quantized.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9dc714a550dce9a934c81067f61decfcef39a4df526658cd988d6f2eb3b12ea3
+size 2511467

preprocessor_config.json

@@ -0,0 +1,18 @@
+{
+  "crop_size": {
+    "height": 512,
+    "width": 512
+  },
+  "do_center_crop": true,
+  "do_flip_channel_order": true,
+  "do_flip_channels": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "feature_extractor_type": "MobileViTFeatureExtractor",
+  "image_processor_type": "MobileViTFeatureExtractor",
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "shortest_edge": 544
+  }
+}

quant_config.json

@@ -0,0 +1,34 @@
+{
+    "per_channel": true,
+    "reduce_range": true,
+    "per_model_config": {
+        "model": {
+            "op_types": [
+                "MatMul",
+                "Unsqueeze",
+                "Cast",
+                "Relu",
+                "Resize",
+                "Add",
+                "Slice",
+                "Constant",
+                "Softmax",
+                "Mul",
+                "Shape",
+                "Conv",
+                "Reshape",
+                "Sub",
+                "Transpose",
+                "Div",
+                "Gather",
+                "ReduceMean",
+                "Sqrt",
+                "GlobalAveragePool",
+                "Concat",
+                "Pow",
+                "Sigmoid"
+            ],
+            "weight_type": "QUInt8"
+        }
+    }
+}