Figure 1.
Figure 2.
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Figure 5.
Figure 6.
Figure 7.
Figure 8.
Figure 9.
Table of individual loss values
| epoch | D_A | G_A | cycle_A | idt_A | D_B | G_B | cycle_B | idt_B |
|---|---|---|---|---|---|---|---|---|
| epoch:1 | 0.31 | 0.34 | 2.83 | 1.31 | 0.32 | 0.45 | 2.94 | 1.43 |
| epoch:1 | 0.37 | 0.41 | 2.46 | 0.61 | 0.28 | 0.36 | 1.23 | 1.09 |
| epoch:1 | 0.28 | 0.40 | 1.93 | 1.46 | 0.31 | 0.23 | 3.20 | 0.80 |
| epoch:1 | 0.20 | 0.42 | 2.24 | 1.30 | 0.23 | 0.29 | 3.00 | 1.01 |
| epoch:2 | 0.24 | 0.17 | 2.16 | 1.10 | 0.23 | 0.27 | 2.55 | 0.99 |
| epoch:2 | 0.22 | 0.52 | 2.89 | 1.37 | 0.27 | 0.32 | 3.06 | 1.16 |
| epoch:2 | 0.29 | 0.20 | 2.85 | 1.21 | 0.32 | 0.18 | 2.72 | 1.40 |
| epoch:2 | 0.22 | 0.41 | 1.85 | 1.18 | 0.42 | 0.61 | 2.30 | 0.96 |
| epoch:3 | 0.18 | 0.57 | 1.50 | 0.96 | 0.23 | 0.20 | 2.21 | 0.76 |
| epoch:3 | 0.19 | 0.88 | 2.03 | 1.05 | 0.15 | 0.42 | 2.22 | 0.85 |
| epoch:3 | 0.24 | 0.52 | 2.14 | 0.50 | 0.25 | 0.37 | 1.22 | 1.02 |
| epoch:3 | 0.43 | 0.24 | 1.66 | 0.90 | 0.25 | 0.49 | 1.76 | 0.82 |
| epoch:4 | 0.33 | 0.23 | 2.37 | 0.99 | 0.49 | 0.62 | 2.53 | 1.06 |
| epoch:4 | 0.23 | 0.45 | 2.50 | 0.79 | 0.30 | 0.66 | 1.61 | 1.16 |
| epoch:4 | 0.08 | 0.60 | 1.69 | 1.33 | 0.28 | 0.76 | 3.02 | 0.80 |
| epoch:4 | 0.24 | 0.25 | 3.64 | 1.09 | 0.42 | 0.66 | 3.10 | 1.58 |
| epoch:5 | 0.36 | 0.72 | 1.34 | 0.72 | 0.43 | 0.87 | 1.66 | 0.68 |
| epoch:5 | 0.10 | 0.35 | 3.81 | 0.73 | 0.34 | 0.15 | 1.82 | 1.75 |
| epoch:5 | 0.11 | 0.35 | 4.24 | 0.88 | 0.30 | 0.91 | 1.78 | 2.15 |
| epoch:5 | 0.14 | 0.60 | 1.26 | 1.10 | 0.20 | 0.24 | 2.22 | 0.63 |
| epoch:6 | 0.16 | 0.28 | 1.60 | 0.93 | 0.12 | 0.34 | 1.79 | 0.71 |
| epoch:6 | 0.06 | 0.28 | 1.27 | 0.80 | 0.25 | 0.40 | 1.59 | 0.61 |
| epoch:6 | 0.14 | 0.53 | 2.40 | 0.91 | 0.20 | 0.40 | 1.86 | 1.34 |
| epoch:6 | 0.16 | 0.28 | 2.51 | 0.90 | 0.32 | 0.34 | 1.93 | 1.23 |
| epoch:7 | 0.07 | 0.22 | 3.46 | 0.93 | 0.34 | 0.24 | 1.93 | 1.30 |
| epoch:7 | 0.14 | 0.11 | 1.99 | 0.91 | 0.31 | 0.25 | 1.98 | 0.94 |
| epoch:7 | 0.41 | 0.18 | 1.10 | 1.10 | 0.23 | 0.57 | 2.01 | 0.58 |
| epoch:7 | 0.16 | 0.18 | 1.84 | 0.80 | 0.16 | 0.32 | 1.93 | 0.83 |
| epoch:8 | 0.23 | 0.47 | 2.64 | 0.72 | 0.21 | 0.23 | 1.48 | 1.20 |
| epoch:8 | 0.25 | 0.56 | 1.50 | 0.65 | 0.28 | 0.32 | 1.18 | 0.73 |
| epoch:8 | 0.24 | 0.46 | 1.55 | 0.83 | 0.18 | 0.24 | 1.61 | 0.70 |
| epoch:8 | 0.20 | 0.51 | 1.44 | 1.05 | 0.13 | 0.34 | 2.76 | 0.70 |
| epoch:9 | 0.20 | 0.40 | 1.81 | 0.83 | 0.10 | 0.48 | 1.63 | 0.84 |
| epoch:9 | 0.05 | 0.59 | 1.14 | 0.84 | 0.20 | 0.49 | 1.77 | 0.42 |
| epoch:9 | 0.20 | 0.29 | 1.70 | 0.64 | 0.14 | 0.05 | 1.25 | 0.86 |
| epoch:9 | 0.43 | 0.15 | 1.42 | 0.86 | 0.10 | 0.73 | 2.14 | 0.61 |
| epoch:10 | 0.23 | 0.73 | 1.43 | 0.75 | 0.12 | 0.11 | 2.20 | 0.74 |
| epoch:10 | 0.20 | 0.50 | 1.65 | 0.69 | 0.16 | 0.57 | 1.71 | 0.74 |
| epoch:10 | 0.34 | 0.41 | 2.45 | 0.73 | 0.10 | 0.51 | 1.26 | 1.17 |
| epoch:10 | 0.09 | 0.43 | 1.43 | 1.04 | 0.16 | 0.32 | 1.93 | 0.71 |