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sits-encoder

time series encoder

SITSBERT(
  (embedding): ObservationEmbedding(
    (spectral_embed): Linear(in_features=4, out_features=64, bias=True)
  )
  (transformer): TransformerEncoder(
    (layers): ModuleList(
      (0-3): 4 x TransformerEncoderLayer(
        (self_attn): MultiheadAttention(
          (out_proj): NonDynamicallyQuantizableLinear(in_features=128, out_features=128, bias=True)
        )
        (linear1): Linear(in_features=128, out_features=256, bias=True)
        (dropout): Dropout(p=0.1, inplace=False)
        (linear2): Linear(in_features=256, out_features=128, bias=True)
        (norm1): LayerNorm((128,), eps=1e-05, elementwise_affine=True)
        (norm2): LayerNorm((128,), eps=1e-05, elementwise_affine=True)
        (dropout1): Dropout(p=0.1, inplace=False)
        (dropout2): Dropout(p=0.1, inplace=False)
      )
    )
  )
  (output_layer): Linear(in_features=128, out_features=4, bias=True)
)

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time series encoder

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