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Datasets:
isp-uv-es
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rtm_emulation

Languages:
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Tags:
emulation
atmosphere radiative transfer models
hyperspectral
License:
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Community
152

Submission

#163
by jomaminoza - opened
base: refs/heads/main
←
from: refs/pr/163
Discussion Files changed
+53
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Files changed (9) hide show
  1. results/FiLM_Emulator_A1.h5 +3 -0
  2. results/FiLM_Emulator_A2.h5 +3 -0
  3. results/FiLM_Emulator_B1.h5 +3 -0
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  6. results/FiLM_Emulator_II_A2.h5 +3 -0
  7. results/FiLM_Emulator_II_B1.h5 +3 -0
  8. results/FiLM_Emulator_II_B2.h5 +3 -0
  9. results/metadata.json +29 -0
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+ {
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+ "name": "FiLM-Conditioned Emulator II",
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+ "authors": [
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+ "Jose Marie Antonio Minoza"
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+ ],
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+ "affiliations": ["Center for AI Research PH"],
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+ "description": "Feature-wise Linear Modulation (FiLM)-conditioned VQVAE model with parameter unification",
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+ "model_schema": {
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+ "model_size": "base",
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+ "total_runtime": 8.851433753967285,
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+ "architecture": "film_vqvae",
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+ "model_config": {
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+ "latent_dim": 128,
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+ "num_embeddings": 256,
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+ "encoder_hidden": [
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+ "decoder_hidden": [
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+ 256,
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+ 512,
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+ "film_condition_dim": 64
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+ }
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+ },
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+ "total_runtime": 10.801626682281494,
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+ "email": "[email protected]"
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+ }