Model v1 and earth2text v1
Browse files
Clay-1.0.5.7_epoch-13_val-loss-0.3098.ckpt
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version https://git-lfs.github.com/spec/v1
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oid sha256:6e41ece5741b41a4e4fdb57199e353702ec34524e334017b543ebdaad3d90184
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size 1726997970
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Clay-text2earth-v1.0.ckpt
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version https://git-lfs.github.com/spec/v1
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oid sha256:1d538f87e88b827b36cd8590c8a357fd38ac9738918b97dfbe8cadbd3194da4a
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size 16952268
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Clay-text2earth-v1.0.yaml
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dataloader:
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_target_: earthtext.datamodules.chipmultilabel.ChipMultilabelModule
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metadata_file: /opt/data/california-worldcover-chips/california-worldcover-chips-osm-multilabels_mod-prec70pc_emb-v1s2.parquet
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embeddings_folder: /opt/data/california-worldcover-chips/embeddings_v1.0
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chips_folder: /opt/data/clay-california-worldcover-rgbnir-vvvh-chips/chips
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get_osm_strlabels: true
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get_osm_ohearea: true
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get_osm_ohecount: true
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get_osm_ohelength: true
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embeddings_normalization: mean_stdev_norm
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multilabel_threshold_osm_ohecount: 1
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normalize_input: true
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batch_size: 32
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model:
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_target_: earthtext.models.osmencoder.OSMEncoder
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output_dim: 768
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layers_spec:
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- 512
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- 1024
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- 2048
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use_osm_counts: true
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use_osm_lengths: true
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osm_tags_indexes:
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- 2
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- 3
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- 4
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- 5
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- 93
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- 96
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- 98
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activation_fn: relu
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training:
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loss: rmse
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epochs: 1
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