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config.json

@@ -0,0 +1,111 @@
+{
+  "_name_or_path": "nvidia/segformer-b4-finetuned-cityscapes-1024-1024",
+  "architectures": [
+    "SegformerForSemanticSegmentation"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "classifier_dropout_prob": 0.1,
+  "decoder_hidden_size": 768,
+  "depths": [
+    3,
+    8,
+    27,
+    3
+  ],
+  "downsampling_rates": [
+    1,
+    4,
+    8,
+    16
+  ],
+  "drop_path_rate": 0.1,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_sizes": [
+    64,
+    128,
+    320,
+    512
+  ],
+  "id2label": {
+    "0": "road",
+    "1": "sidewalk",
+    "2": "building",
+    "3": "wall",
+    "4": "fence",
+    "5": "pole",
+    "6": "traffic light",
+    "7": "traffic sign",
+    "8": "vegetation",
+    "9": "terrain",
+    "10": "sky",
+    "11": "person",
+    "12": "rider",
+    "13": "car",
+    "14": "truck",
+    "15": "bus",
+    "16": "train",
+    "17": "motorcycle",
+    "18": "bicycle"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "label2id": {
+    "bicycle": 18,
+    "building": 2,
+    "bus": 15,
+    "car": 13,
+    "fence": 4,
+    "motorcycle": 17,
+    "person": 11,
+    "pole": 5,
+    "rider": 12,
+    "road": 0,
+    "sidewalk": 1,
+    "sky": 10,
+    "terrain": 9,
+    "traffic light": 6,
+    "traffic sign": 7,
+    "train": 16,
+    "truck": 14,
+    "vegetation": 8,
+    "wall": 3
+  },
+  "layer_norm_eps": 1e-06,
+  "mlp_ratios": [
+    4,
+    4,
+    4,
+    4
+  ],
+  "model_type": "segformer",
+  "num_attention_heads": [
+    1,
+    2,
+    5,
+    8
+  ],
+  "num_channels": 3,
+  "num_encoder_blocks": 4,
+  "patch_sizes": [
+    7,
+    3,
+    3,
+    3
+  ],
+  "reshape_last_stage": true,
+  "semantic_loss_ignore_index": 255,
+  "sr_ratios": [
+    8,
+    4,
+    2,
+    1
+  ],
+  "strides": [
+    4,
+    2,
+    2,
+    2
+  ],
+  "transformers_version": "4.37.0.dev0"
+}

onnx/model.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b43ce362c7542fa81a2a3a8af507d82b0c05918e0d3ee30aa19e3bd2958b34c4
+size 257519681

onnx/model_quantized.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cf57e9423950585de2e7c69992df6b9abce3de1f2f4257c73451939b3582e8a1
+size 67757773

preprocessor_config.json

@@ -0,0 +1,23 @@
+{
+  "do_normalize": true,
+  "do_reduce_labels": false,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
+    0.485,
+    0.456,
+    0.406
+  ],
+  "image_processor_type": "SegformerFeatureExtractor",
+  "image_std": [
+    0.229,
+    0.224,
+    0.225
+  ],
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 512,
+    "width": 512
+  }
+}

quantize_config.json

@@ -0,0 +1,33 @@
+{
+    "per_channel": true,
+    "reduce_range": true,
+    "per_model_config": {
+        "model": {
+            "op_types": [
+                "Reshape",
+                "MatMul",
+                "Transpose",
+                "Mul",
+                "Add",
+                "Unsqueeze",
+                "Conv",
+                "Erf",
+                "Constant",
+                "Div",
+                "Gather",
+                "Resize",
+                "Slice",
+                "Softmax",
+                "Concat",
+                "Sub",
+                "Shape",
+                "Cast",
+                "Sqrt",
+                "ReduceMean",
+                "Relu",
+                "Pow"
+            ],
+            "weight_type": "QUInt8"
+        }
+    }
+}