Surya-1.0 / config.yaml
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model:
img_size: 4096
patch_size: 16
embed_dim: 1280
depth: 10
n_spectral_blocks: 2
num_heads: 16
mlp_ratio: 4.0
drop_rate: 0.0
window_size: 2
dp_rank: 4
learned_flow: false
use_latitude_in_learned_flow: false
rpe: false
ensemble: null
finetune: false
data:
sdo_channels: [
"aia94", "aia131", "aia171", "aia193",
"aia211", "aia304", "aia335", "aia1600",
"hmi_m", "hmi_bx", "hmi_by", "hmi_bz", "hmi_v",
]
time_delta_input_minutes: [-60, 0]
time_delta_target_minutes: +60
n_input_timestamps: 2
pooling: 1
random_vert_flip: false
drop_hmi_probability: 0.0
num_mask_aia_channels: 0
use_latitude_in_learned_flow: false