Logging to experiments/direct_ft_bic/
creating model...
input shape change: torch.Size([256, 6, 3, 3])
loading model from: ../models/256_adm_uncond.pt complete.
creating data loader...
training...
-------------------------
| grad_norm  | 0.0222   |
| loss       | 0.0211   |
| loss_q0    | 0.0673   |
| loss_q1    | 0.00559  |
| loss_q2    | 0.00155  |
| loss_q3    | 4.46e-05 |
| mse        | 0.0205   |
| mse_q0     | 0.0651   |
| mse_q1     | 0.00555  |
| mse_q2     | 0.00154  |
| mse_q3     | 4.4e-05  |
| param_norm | 1.36e+03 |
| samples    | 256      |
| step       | 0        |
| vb         | 0.000646 |
| vb_q0      | 0.00224  |
| vb_q1      | 4.09e-05 |
| vb_q2      | 1.33e-05 |
| vb_q3      | 5.62e-07 |
-------------------------
-------------------------
| grad_norm  | 0.0325   |
| loss       | 0.0141   |
| loss_q0    | 0.0475   |
| loss_q1    | 0.00675  |
| loss_q2    | 0.001    |
| loss_q3    | 8.39e-05 |
| mse        | 0.0128   |
| mse_q0     | 0.0426   |
| mse_q1     | 0.0067   |
| mse_q2     | 0.000995 |
| mse_q3     | 8.29e-05 |
| param_norm | 1.36e+03 |
| samples    | 2.82e+03 |
| step       | 10       |
| vb         | 0.00125  |
| vb_q0      | 0.00489  |
| vb_q1      | 4.95e-05 |
| vb_q2      | 8.72e-06 |
| vb_q3      | 9.8e-07  |
-------------------------
