add results

README.md

@@ -83,5 +83,16 @@ python3 main_holo.py --checkpoint_dir /lium/raid01_c/tahon/holography/checkpoint
 $ python main_holo.py --phase test
 ```
 
+## Results
+Results obtained with different configurations. Values are given in terms of Phase STD
+Durations are given in Day-Hours:Min:Sec with one GPU.
+```
+                                                               | PATTERNS 1-5,NOISE:              |      || TEST DATA
+Epochs |   lr   | train noise | nb batches | layers | duration | 0    | 1    | 1.5  | 2    | 2.5  | MOY  || DATA1 | DATA20 | VibMap ||
+200    | 0.0005 |     [0]     |   120      |   4    | 5-10:22:46 | 0.05 | 0.06 | 0.08 | 0.11 | 0.14 | 0.09 || 0.18  | 0.67   | 0.13   ||
+200    | 0.0005 | [0, 1, 1.5] |   360      |   4    | 5-16:22:11 | 0.04 | 0.05 | 0.07 | 0.09 | 0.11 | 0.07 || 0.15  | 0.66   | 0.12   ||
+```
+
 ## TODO
 - [ ] check final evaluation phase
+- [ ] check loading checkpoint (but not latest) from a previous model