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Browse files- config.json +58 -0
- onnx/model_quantized.onnx +3 -0
- ort_config.json +52 -0
- preprocessor_config.json +27 -0
config.json
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{
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"_attn_implementation_autoset": true,
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"_name_or_path": "no_curb_ramp_dinov2_tiny_onnx",
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"apply_layernorm": true,
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"architectures": [
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"Dinov2ForImageClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"drop_path_rate": 0.0,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 384,
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"id2label": {
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"0": "correct",
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"1": "incorrect"
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},
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"image_size": 518,
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"initializer_range": 0.02,
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"label2id": {
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"correct": 0,
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"incorrect": 1
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},
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"layer_norm_eps": 1e-06,
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"layerscale_value": 1.0,
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"mlp_ratio": 4,
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"model_type": "dinov2",
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"num_attention_heads": 6,
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"num_channels": 3,
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"num_hidden_layers": 12,
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"out_features": [
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"stage12"
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],
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"out_indices": [
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12
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],
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"patch_size": 14,
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"problem_type": "single_label_classification",
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"qkv_bias": true,
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"reshape_hidden_states": true,
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"stage_names": [
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"stem",
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"stage1",
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"stage2",
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"stage3",
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"stage4",
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"stage5",
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"stage6",
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"stage7",
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"stage8",
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"stage9",
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"stage10",
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"stage11",
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"stage12"
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],
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"transformers_version": "4.48.3",
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"use_mask_token": true,
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"use_swiglu_ffn": false
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}
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onnx/model_quantized.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:37763e2f481683d2a93471618ed21d5f481281e3fd97d1a9699bcf6ccaaf5b22
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size 24625231
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ort_config.json
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{
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"one_external_file": true,
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"opset": null,
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"optimization": {},
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"quantization": {
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"activations_dtype": "QUInt8",
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"activations_symmetric": false,
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"format": "QOperator",
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"is_static": false,
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"mode": "IntegerOps",
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"nodes_to_exclude": [],
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"nodes_to_quantize": [],
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"operators_to_quantize": [
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"Concat",
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"Constant",
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"Resize",
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"Conv",
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"Div",
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"Unsqueeze",
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"Shape",
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"Gemm",
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"MatMul",
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"Transpose",
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"Pow",
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"Softmax",
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"Slice",
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"Where",
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"Expand",
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"ReduceMean",
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"Mul",
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"Add",
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"Sqrt",
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"Gather",
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"Sub",
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"ConstantOfShape",
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"Reshape",
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"Equal",
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"Identity",
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"Erf"
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],
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"per_channel": true,
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"qdq_add_pair_to_weight": false,
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"qdq_dedicated_pair": false,
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"qdq_op_type_per_channel_support_to_axis": {
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"MatMul": 1
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},
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"reduce_range": true,
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"weights_dtype": "QUInt8",
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"weights_symmetric": true
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},
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"use_external_data_format": false
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}
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preprocessor_config.json
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{
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"crop_size": {
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"height": 224,
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"width": 224
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},
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"do_center_crop": true,
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"do_convert_rgb": true,
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"do_normalize": true,
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"do_rescale": true,
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"do_resize": true,
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"image_mean": [
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0.485,
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0.456,
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0.406
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],
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"image_processor_type": "BitImageProcessor",
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"image_std": [
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0.229,
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0.224,
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0.225
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],
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"resample": 3,
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"rescale_factor": 0.00392156862745098,
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"size": {
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"shortest_edge": 256
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}
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}
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