Add config.json to run the model in vLLM
Browse files- config.json +72 -0
config.json
ADDED
@@ -0,0 +1,72 @@
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{
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"architectures": [
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"PrithviGeoSpatialMAE"
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],
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"num_classes": 0,
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"pretrained_cfg": {
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"input":{
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"target": "pixel_values",
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"data":{
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"pixel_values":{
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"type": "torch.Tensor",
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"shape": [6, 512, 512]
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},
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"location_coords":{
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"type":"torch.Tensor",
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"shape": [1, 2]
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}
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}
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},
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"model": {
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"class_path": "terratorch.tasks.SemanticSegmentationTask",
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"init_args": {
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"model_factory": "EncoderDecoderFactory",
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"model_args": {
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"backbone": "prithvi_eo_v2_300",
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"backbone_pretrained": true,
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"backbone_bands": [
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"BLUE",
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"GREEN",
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"RED",
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"NIR_NARROW",
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"SWIR_1",
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"SWIR_2"
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],
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"necks": [
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{
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"name": "SelectIndices",
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"indices": [
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5,
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11,
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17,
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23
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]
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},
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{
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"name": "ReshapeTokensToImage"
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},
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{
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"name": "LearnedInterpolateToPyramidal"
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}
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],
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"decoder": "UNetDecoder",
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"decoder_channels": [
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512,
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256,
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128,
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64
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],
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"num_classes": 2
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},
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"loss": "ce",
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"ignore_index": -1,
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"freeze_backbone": false,
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"plot_on_val": false,
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"class_names": [
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"Not burned",
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"Burn scar"
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]
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}
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}
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}
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}
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