Commit ca634f74 authored by Marie Tahon's avatar Marie Tahon
Browse files

add results

parent ce77d355
......@@ -74,21 +74,21 @@ To train the CNN, use the following command, where:
* save_dir is where are located numpy matrices used for training the network.
```
python3 main_holo.py --checkpoint_dir /lium/raid01_c/tahon/holography/checkpoints/ --sample_dir /lium/raid01_c/tahon/holography/eval_samples/ --params "phase_type=phi" --save_dir "./data1/"
python main_holo.py --checkpoint_dir /lium/raid01_c/tahon/holography/checkpoints/ --sample_dir /lium/raid01_c/tahon/holography/eval_samples/ --params "phase=train" --save_dir "./data1/"
```
## Test
```
$ python main_holo.py --phase test
python main_holo.py --params "phase=test" --test_noisy_img /lium/raid01_c/tahon/holography/HOLODEEPmat/PATTERN1/MFH_0/NoisyPhase.mat --test_clean_img /lium/raid01_c/tahon/holography/HOLODEEPmat/PATTERN1/PhaseDATA.mat --test_flip True --test_ckpt_index /lium/raid01_c/tahon/holography/checkpoints/run-test2019-10-15_10\:24\:08.363424/DnCNN-tensorflow-4200.meta
```
## 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 ||
| 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 ||
```
......
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