Open Access
Table 1
CNN architectures used for the estimation of Teff, log g, [M/H], and υ sin i.
| Layer | Output size | Number of filters | Number of parameters | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Teff | log g | [M/H] | υ sin i | Teff | log g | [M/H] | υ sin i | Teff | log g | [M/H] | υ sin i | |
| Conv1D | 32 | 32 | 32 | 32 | 64 | 16 | 32 | 64 | 192 | 48 | 96 | 192 |
| Conv1D | 32 | 32 | 32 | 32 | 32 | 64 | 8 | 8 | 4128 | 2112 | 520 | 1032 |
| Flatten | 1024 | 2048 | 256 | 256 | … | … | … | … | 0 | 0 | 0 | 0 |
| Dense | 256 | 256 | 256 | 256 | … | … | … | … | 262400 | 524544 | 65 792 | 65 792 |
| Dense | 128 | 128 | 128 | 128 | … | … | … | … | 32896 | 32896 | 32896 | 32896 |
| Dense | 64 | 64 | 64 | 64 | … | … | … | … | 8256 | 8256 | 8256 | 8256 |
| Dense | 1 | 1 | 1 | 1 | … | … | … | … | 65 | 65 | 65 | 65 |
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