TARA-ELF-NET / pfam2env /light /final_metrics.json
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Upload ELF-NET bidirectional neural network checkpoints (env2pfam + pfam2env)
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{
"train": {
"loss": 0.009701163846660744,
"mse": 0.009701163846660744,
"cosine_loss": 0.38389346545392816,
"r2": -0.00014269351959228516,
"mae": 0.07398466765880585,
"cosine_similarity": 0.6159994006156921,
"dim_r2_mean": -0.0001436471939086914,
"dim_r2_min": -0.0009844303131103516,
"dim_r2_max": -1.1920928955078125e-07
},
"val": {
"loss": 0.009356671385467053,
"mse": 0.009356671385467053,
"cosine_loss": 0.3662286400794983,
"r2": -0.0056684017181396484,
"mae": 0.07284688949584961,
"cosine_similarity": 0.6295995712280273,
"dim_r2_mean": -0.005823422223329544,
"dim_r2_min": -0.044977784156799316,
"dim_r2_max": -1.0728836059570312e-06
},
"test": {
"loss": 0.009309758059680462,
"mse": 0.009309758059680462,
"cosine_loss": 0.36371852159500123,
"r2": -0.005517482757568359,
"mae": 0.07240588963031769,
"cosine_similarity": 0.6391298174858093,
"dim_r2_mean": -0.00648270919919014,
"dim_r2_min": -0.03397870063781738,
"dim_r2_max": -9.5367431640625e-07
}
}