diff --git a/config/DSANET/PEMSD3.yaml b/config/DSANET/PEMSD3.yaml index f274533..c87e1ef 100644 --- a/config/DSANET/PEMSD3.yaml +++ b/config/DSANET/PEMSD3.yaml @@ -15,11 +15,20 @@ data: model: batch_size: 64 + window: 12 + local: 3 + n_multiv: 358 + n_kernels: 32 + w_kernel: 1 + d_model: 512 + d_inner: 2048 + n_layers: 6 + n_head: 8 + d_k: 64 + d_v: 64 + drop_prob: 0.1 input_dim: 1 output_dim: 1 - num_channels: "16,32,1" - kernel_size: 2 - dropout: 0.2 train: loss_func: mae diff --git a/config/DSANET/PEMSD7.yaml b/config/DSANET/PEMSD7.yaml index 124ee53..f10b5fe 100644 --- a/config/DSANET/PEMSD7.yaml +++ b/config/DSANET/PEMSD7.yaml @@ -14,12 +14,21 @@ data: days_per_week: 7 model: - batch_size: 64 + batch_size: 16 + window: 12 + local: 3 + n_multiv: 883 + n_kernels: 32 + w_kernel: 1 + d_model: 128 + d_inner: 256 + n_layers: 3 + n_head: 4 + d_k: 16 + d_v: 16 + drop_prob: 0.1 input_dim: 1 output_dim: 1 - num_channels: "16,32,1" - kernel_size: 2 - dropout: 0.2 train: loss_func: mae diff --git a/config/DSANET/PEMSD8.yaml b/config/DSANET/PEMSD8.yaml index f752aba..4eb9219 100644 --- a/config/DSANET/PEMSD8.yaml +++ b/config/DSANET/PEMSD8.yaml @@ -15,11 +15,20 @@ data: model: batch_size: 64 + window: 12 + local: 3 + n_multiv: 170 + n_kernels: 32 + w_kernel: 1 + d_model: 512 + d_inner: 2048 + n_layers: 6 + n_head: 8 + d_k: 64 + d_v: 64 + drop_prob: 0.1 input_dim: 1 output_dim: 1 - num_channels: "16,32,1" - kernel_size: 2 - dropout: 0.2 train: loss_func: mae