Updated deep image prior

20240624_121703/manifest.json

@@ -1,5 +1,5 @@
 {
-  "checkpoint_path": "version_0/checkpoints/best.ckpt",
+  "checkpoint_path": "lightning_logs/version_0/checkpoints/best.ckpt",
   "options_path": "options.json",
   "version": "0.7.14"
 }

20240624_135135/manifest.json

@@ -1,5 +1,5 @@
 {
-  "checkpoint_path": "version_0/checkpoints/best.ckpt",
+  "checkpoint_path": "lightning_logs/version_0/checkpoints/best.ckpt",
   "options_path": "options.json",
   "version": "0.7.14"
 }

20240701_112128/version_0/metrics.csv

@@ -1,12 +0,0 @@
-epoch,loss validation,step
-49,0.028739921748638153,49
-99,0.0211239755153656,99
-149,0.01658819615840912,149
-199,0.013294190168380737,199
-249,0.010875402949750423,249
-299,0.011436313390731812,299
-349,0.009528961032629013,349
-399,0.006346588488668203,399
-449,0.005556484684348106,449
-499,0.004839306231588125,499
-549,0.0041638147085905075,549

20241224_200733/direct/mask.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f929e3d27318f032e8ef625a344d582906374147fe3cb69823ce5d5651d961bc
+size 262272

20241224_200733/direct/options.json

@@ -0,0 +1 @@
+{"input_shape": [256, 256, 16, 1], "input_dtype": "float32", "linear_id": "inpainting", "scale_ratio": null, "lagrange_multipliers": null}

20241224_200733/direct/spectral_responses.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a358dd29ae3a06505d84a510a256f40f82197e01d59b67037bc51972d056c7f9
+size 256

{20240701_112128 → 20241224_200733/lightning_logs}/version_0/checkpoints/best.ckpt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ff9916133f4975a8ac3ad7a1220617f38750bfa7b157d790004de2583abd63c8
-size 3189522
+oid sha256:4512ade815ff564e45de03e14acd61e5e048345e32ce32c25065e88135d5d36e
+size 3189650

{20240701_112128 → 20241224_200733/lightning_logs}/version_0/checkpoints/last.ckpt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8f7a77fcb3c1f01444575fa148e369dafbd5ae63ed6d81b1904e58027474bbb7
-size 3189522
+oid sha256:9fc9f39a379cb38ebd2c5e63b05b6f0e03885aa76213253689b6c7320edcaf35
+size 3189650

20241224_200733/lightning_logs/version_0/metrics.csv

@@ -0,0 +1,7 @@
+epoch,loss validation,step
+49,0.02776338905096054,49
+99,0.01995108649134636,99
+149,0.015810173004865646,149
+199,0.012089505791664124,199
+249,0.01017757598310709,249
+299,0.009134320542216301,299

20241224_200733/manifest.json

@@ -0,0 +1,10 @@
+{
+  "backend": {
+    "id": "torch",
+    "device": "cpu"
+  },
+  "version": "0.7.14",
+  "direct_folder": "direct",
+  "options_path": "options.json",
+  "checkpoint_path": "lightning_logs/version_0/checkpoints/best.ckpt"
+}

20241224_200733/options.json

@@ -0,0 +1,48 @@
+{
+  "network_input": [
+    8,
+    8,
+    64
+  ],
+  "network_info": {
+    "id": "conv_decoder",
+    "noise_level": null,
+    "layers": 7,
+    "layer_filter_list": null,
+    "layer_filters": null,
+    "stages_per_layer": null,
+    "activator": null,
+    "downsample": null,
+    "upsample": null,
+    "bias": null,
+    "pretrained": false
+  },
+  "training_options": {
+    "optimizer": "adam",
+    "optimizer_momentum": 0,
+    "learning_rate": 0.01,
+    "loss_validation": "mse",
+    "loss_test": null,
+    "scheduler": {
+      "id": "none",
+      "max_iterations": 50,
+      "reduction_factor": 0.1,
+      "patience": 10,
+      "tolerance": 1e-06
+    }
+  },
+  "logging_options": {
+    "logger": "csv",
+    "maximum_time": "00:00:40:00",
+    "early_stopping_delta": 1e-06,
+    "early_stopping_patience": 20,
+    "tqdm_refresh_rate": 1
+  },
+  "dataloader_options": {
+    "shuffle_train": false,
+    "shuffle_validation": false,
+    "num_workers": 8,
+    "batch_size": 1,
+    "interim_dump": false
+  }
+}