LESSViT-Base / pretraining /architecture.json
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Release LESSViT checkpoint and directly loadable encoder
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{
"architectures": [
"SpatialSpectralMAEViT"
],
"attention_radius": 640,
"attn_drop": 0.1,
"channel_dim": 24,
"channel_dropout": [
0.75,
0.85
],
"channel_mask_ratio": 0.75,
"decoder_attention_radius": [
640
],
"decoder_channel_dim": 32,
"decoder_depth": 8,
"decoder_embed_dim": 512,
"decoder_history_length": [
4
],
"decoder_num_heads": 16,
"decoder_out_chans": 155,
"decoder_out_dims": 1,
"decoder_spatial_dim": 256,
"decoder_temporal_embed_dims_per_head": 4,
"depth": 12,
"drop_path_rate": 0.1,
"drop_path_uniform": false,
"embed_dim": 768,
"init_values": 1.0,
"mask_ratio": 0.75,
"mlp_ratio": 4.0,
"model_type": "multi_modal_low_rank_vit",
"norm_pix_loss": false,
"num_heads": 12,
"patch_size": 16,
"pos_chan_embed_residual": true,
"pretrain": true,
"proj_drop": 0.1,
"qk_norm": false,
"qkv_bias": true,
"rank": 1,
"return_dict": false,
"rope_embed_base": 100.0,
"spatial_dim": 384,
"use_perception_field_mask": true,
"use_rope_embed": true,
"channel_embed_dims_per_head": 2
}