Create general_models/bayer/nafnet_like_paper_window_256_conv_encoder/dists_l1_same_scale_general_model_combined_gain_readnoise_sampling_10_samples/model_info.json
Browse files
general_models/bayer/nafnet_like_paper_window_256_conv_encoder/dists_l1_same_scale_general_model_combined_gain_readnoise_sampling_10_samples/model_info.json
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|
| 1 |
+
{
|
| 2 |
+
"denoise_model_config": {
|
| 3 |
+
"name": "nafnet_like_paper_window_256_conv_encoder",
|
| 4 |
+
"noise_predictor_model_type": "nafnet",
|
| 5 |
+
"noise_predictor_model_params": {
|
| 6 |
+
"width": 64,
|
| 7 |
+
"enc_blk_nums": [
|
| 8 |
+
2,
|
| 9 |
+
2,
|
| 10 |
+
4,
|
| 11 |
+
8
|
| 12 |
+
],
|
| 13 |
+
"middle_blk_num": 12,
|
| 14 |
+
"dec_blk_nums": [
|
| 15 |
+
2,
|
| 16 |
+
2,
|
| 17 |
+
2,
|
| 18 |
+
2
|
| 19 |
+
]
|
| 20 |
+
},
|
| 21 |
+
"settings_encoder_model_type": "conv",
|
| 22 |
+
"settings_encoder_n_output_channels": 2,
|
| 23 |
+
"settings_encoder_model_params": {
|
| 24 |
+
"n_units_layers_dense": [
|
| 25 |
+
32,
|
| 26 |
+
64,
|
| 27 |
+
128
|
| 28 |
+
],
|
| 29 |
+
"size_encoded": 16,
|
| 30 |
+
"n_channels_encoded": 2,
|
| 31 |
+
"n_channels_decoder_blocks": 8,
|
| 32 |
+
"use_tanh_output": false
|
| 33 |
+
},
|
| 34 |
+
"use_downscaled_demosaiced_context_as_model_input": true,
|
| 35 |
+
"use_anscombe_transform": true,
|
| 36 |
+
"use_channel_indicators_as_model_input": true,
|
| 37 |
+
"use_encoded_settings_as_model_input": true,
|
| 38 |
+
"use_demosaiced_image_as_model_input": true,
|
| 39 |
+
"use_mosaiced_image_as_model_input": true,
|
| 40 |
+
"border_size": 8,
|
| 41 |
+
"window_size_input": 256,
|
| 42 |
+
"predict_noise": true
|
| 43 |
+
},
|
| 44 |
+
"training_config": {
|
| 45 |
+
"name": "dists_l1_same_scale_general_model_combined_gain_readnoise_sampling_10_samples",
|
| 46 |
+
"optimizer": "Adam",
|
| 47 |
+
"optimizer_kwargs": {
|
| 48 |
+
"betas": [
|
| 49 |
+
0.9,
|
| 50 |
+
0.999
|
| 51 |
+
],
|
| 52 |
+
"weight_decay": 0
|
| 53 |
+
},
|
| 54 |
+
"learning_rate_start": 0.0001,
|
| 55 |
+
"learning_rate_scheduler": "CosineAnnealingWarmRestarts",
|
| 56 |
+
"learning_rate_scheduler_kwargs": {
|
| 57 |
+
"T_0": 100,
|
| 58 |
+
"eta_min": 0.00001
|
| 59 |
+
},
|
| 60 |
+
"loss_function_kwargs": {
|
| 61 |
+
"DISTS": {
|
| 62 |
+
"weight_l1_loss": 0,
|
| 63 |
+
"weight_chroma_loss": 0,
|
| 64 |
+
"do_shifting": false,
|
| 65 |
+
"max_shift": 4,
|
| 66 |
+
"normalize_channels": true,
|
| 67 |
+
"normalize_values": true,
|
| 68 |
+
"n_stops_exposure_correction": [
|
| 69 |
+
0.0
|
| 70 |
+
],
|
| 71 |
+
"max_scale_factor_normalize_values": 10.0,
|
| 72 |
+
"max_scale_factor_normalize_channels": 10.0,
|
| 73 |
+
"resize_to_256": true
|
| 74 |
+
},
|
| 75 |
+
"L1": {
|
| 76 |
+
"normalize_channels": true,
|
| 77 |
+
"normalize_values": true,
|
| 78 |
+
"max_scale_factor_normalize_values": 10.0,
|
| 79 |
+
"max_scale_factor_normalize_channels": 10.0,
|
| 80 |
+
"value_norm_range": "01"
|
| 81 |
+
}
|
| 82 |
+
},
|
| 83 |
+
"n_epochs": 100,
|
| 84 |
+
"batch_size": 32,
|
| 85 |
+
"window_stride": 64,
|
| 86 |
+
"prob_wb_modification_coeffs": 0.5,
|
| 87 |
+
"range_exposure": [
|
| 88 |
+
-5.0,
|
| 89 |
+
0.0
|
| 90 |
+
],
|
| 91 |
+
"names_image_dirs_validation": [
|
| 92 |
+
"_DSF2766",
|
| 93 |
+
"_DSF1515",
|
| 94 |
+
"Sigma56mm-Z-C1-21",
|
| 95 |
+
"_DSF1969",
|
| 96 |
+
"DSCF5031",
|
| 97 |
+
"DSCF2259",
|
| 98 |
+
"DSCF3573",
|
| 99 |
+
"DSCF3531",
|
| 100 |
+
"DSCF3271",
|
| 101 |
+
"_DSF2329",
|
| 102 |
+
"DSC00713",
|
| 103 |
+
"Sigma56mm-Z-C1-02",
|
| 104 |
+
"fujifilm_x_t3_90",
|
| 105 |
+
"DSC01016",
|
| 106 |
+
"DSCF2282",
|
| 107 |
+
"_DSF1451",
|
| 108 |
+
"DSC01334",
|
| 109 |
+
"459A0267",
|
| 110 |
+
"DPR22206",
|
| 111 |
+
"459A9991",
|
| 112 |
+
"P1015382",
|
| 113 |
+
"DSCF0016",
|
| 114 |
+
"DSCF3516",
|
| 115 |
+
"_DSF1487",
|
| 116 |
+
"DSCF2008",
|
| 117 |
+
"DSCF2039",
|
| 118 |
+
"DSCF0521",
|
| 119 |
+
"DSCF3768",
|
| 120 |
+
"DSC00190",
|
| 121 |
+
"DSC00562",
|
| 122 |
+
"DSC00801",
|
| 123 |
+
"DSC01342",
|
| 124 |
+
"_DSF1968",
|
| 125 |
+
"DSCF2060",
|
| 126 |
+
"DSC00628",
|
| 127 |
+
"DSC01205",
|
| 128 |
+
"0E3A8989",
|
| 129 |
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"DSC00916",
|
| 130 |
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"fujifilm_x_t3_21",
|
| 131 |
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"DSC08665",
|
| 132 |
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"fujifilm_x_t3_01",
|
| 133 |
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"DSCF0526",
|
| 134 |
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"DSCF0256",
|
| 135 |
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"P1025458",
|
| 136 |
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"Sigma56mm-Z-C1-24",
|
| 137 |
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"DSCF2622",
|
| 138 |
+
"_1100025",
|
| 139 |
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"DSCF0847",
|
| 140 |
+
"IMG_0540",
|
| 141 |
+
"_DSF2233",
|
| 142 |
+
"DSC08805",
|
| 143 |
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"DSCF2225",
|
| 144 |
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"DSCF3678",
|
| 145 |
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"_DSF1431",
|
| 146 |
+
"fujifilm_x_t3_82",
|
| 147 |
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"Sigma56mm-Z-C1-35",
|
| 148 |
+
"Sigma56mm-Z-C1-01",
|
| 149 |
+
"DSC00766",
|
| 150 |
+
"DSC00001",
|
| 151 |
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"DSCF3192",
|
| 152 |
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"DSC08715",
|
| 153 |
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"_1100477",
|
| 154 |
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"DSCF0309",
|
| 155 |
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"_DSF2421",
|
| 156 |
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"DSC01182 (2.8 jordan)",
|
| 157 |
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"_DSF1705",
|
| 158 |
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"fujifilm_x_t3_48",
|
| 159 |
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"DSCF0126",
|
| 160 |
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"IMG_0440",
|
| 161 |
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"459A0050",
|
| 162 |
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"DSCF0026_1",
|
| 163 |
+
"DSCF0057",
|
| 164 |
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"_DSF1698",
|
| 165 |
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"DSCF0011",
|
| 166 |
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"_DSF1644",
|
| 167 |
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"DSCF0849",
|
| 168 |
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"Sigma56mm-Z-C1-39",
|
| 169 |
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"DSCF3584",
|
| 170 |
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"_DSF2467",
|
| 171 |
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"DSC00333",
|
| 172 |
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"fujifilm_x_t3_79",
|
| 173 |
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"DSCF0058",
|
| 174 |
+
"DSCF3814",
|
| 175 |
+
"DSCF3763",
|
| 176 |
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"DSCF3559",
|
| 177 |
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"_1100512",
|
| 178 |
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"DSCF3510",
|
| 179 |
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"fujifilm_x_t3_26",
|
| 180 |
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"DSCF3167",
|
| 181 |
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"_1100122",
|
| 182 |
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"DSCF0002",
|
| 183 |
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"_DSF2293",
|
| 184 |
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"_DSF2287",
|
| 185 |
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"_DSF1508",
|
| 186 |
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"DSCF3267",
|
| 187 |
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