Best DAMSM epoch ?

[eoaiewo]

Can anyone help me, I train the DAMSM for 600 epochs for bird dataset, how to know which epoch is the best for DAMSM to choose in order to train the GAN model, does anyone know ?

[eoaiewo]

does anyone know ?

[huiyegit]

It should be the epoch 200. You may also try other checkpoints.

[ghost]

What do you mean try other checkpoints ?

What about valid loss, s_loss, w_loss outputs when I train the DAMSM, because after epoch 200, these stats seems decreasing should I choose based on these stats or something else ? Do you know ?

[huiyegit]

The metric for DAMSM may be the IS score, FID for the image quality.

[huiyegit]

What do you mean try other checkpoints ?

What about valid loss, s_loss, w_loss outputs when I train the DAMSM, because after epoch 200, these stats seems decreasing should I choose based on these stats or something else ? Do you know ?

Checkpoints refer to the models saved at some epochs.

[eoaiewo]

The process is to train the DAMSM first, then pick the best epoch to train the GAN model, the IS score or FID only used for GAN, for the DAMSM there are outputs like those I mention, I don't know how to choose

[huiyegit]

You are right. The feedback of DAMSM model is after the GAN training.

[eoaiewo]

When I train DAMSM, in the line valid loss 6.02757 5.78502, why are there 2 numbers next to valid loss

and which number do I need to use ?

| epoch 100 |     0/  184 batches | ms/batch  3.33 | s_loss 0.01315 0.01326 | w_loss 0.01357 0.01273
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| end epoch 100 | valid loss 6.02757 5.78502 | lr 0.00026524|
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Do you know ?

[eoaiewo]

Do you know ?