Closed tvandera closed 4 months ago
The https://github.com/ExaScience/smurff/blob/master/docs/notebooks/different_noise_models.ipynb crashes in this test:
RMSE = 0.91 INFO:root:PythonSession { Data: { Type: ScarceMatrixData [with NAs] Component-wise mean: 6.35508 Component-wise variance: 1.89449 Noise: Probit Noise with threshold 6 Size: 47424 [15073 x 346] (0.91%) Warning: 77 empty rows Warning: 1 empty cols } Model: { Num-latents: 32 Dimensions: 15073,346 } Priors: { 0: NormalPrior 1: NormalPrior } Result: { Test data: 11856 [15073 x 346] (0.23%) Binary classification threshold: 6.00 54.92% positives in test data } Config: { Iterations: 100 burnin + 100 samples Save model: never } }
Seems to be the next one, with Probit + Macau. Goes out of memory in init phase
Fixed in dca46080412a3af496d4b2caeee558b7b0abb3d2, merged in #151
The https://github.com/ExaScience/smurff/blob/master/docs/notebooks/different_noise_models.ipynb crashes in this test: