Colorizer round6: region pilot step 500
Browse files- experiments/region-coherence-20260928/SHA256SUMS.json +10 -0
- experiments/region-coherence-20260928/control/latest_optimizer.pt +3 -0
- experiments/region-coherence-20260928/control/step_00500/README.md +5 -0
- experiments/region-coherence-20260928/control/step_00500/config.json +7 -0
- experiments/region-coherence-20260928/control/step_00500/model.safetensors +3 -0
- experiments/region-coherence-20260928/history.json +192 -0
- experiments/region-coherence-20260928/region/latest_optimizer.pt +3 -0
- experiments/region-coherence-20260928/region/step_00500/README.md +5 -0
- experiments/region-coherence-20260928/region/step_00500/config.json +7 -0
- experiments/region-coherence-20260928/region/step_00500/model.safetensors +3 -0
- experiments/region-coherence-20260928/status.json +6 -0
experiments/region-coherence-20260928/SHA256SUMS.json
CHANGED
|
@@ -1,11 +1,20 @@
|
|
| 1 |
{
|
| 2 |
"baseline_development.json": "80ef21c6fdfa5170747284950bbccf323659a5a40dc93a8b710519b84c1eef51",
|
|
|
|
|
|
|
|
|
|
|
|
|
| 3 |
"data_and_eval.py": "019ea992052f0233954b86e06e31c85c74ca313e67a55ff7fb03248f8874aaf5",
|
|
|
|
| 4 |
"initial/README.md": "2508e51f14898f651c49adb184d1570b8adad3702313dee9bdac6fa0390d2bec",
|
| 5 |
"initial/config.json": "eaeb49b39f9116bfed0d954e81852dc93476298752787dba88a63c0eec97ccec",
|
| 6 |
"initial/model.safetensors": "ec1f27d74533adc83f7ab3639a091fc4d8738a434dafc7d172c7873c28a9e715",
|
| 7 |
"manifest.json": "4acd79ade89f3b1ae06235316548d91f3b777ca195f400407d6851a3c0e20802",
|
| 8 |
"protocol.json": "926776a1b4c2b29dbd292dc68cd68bd12df3fdc4db541044fdadca48c3a5e4e5",
|
|
|
|
|
|
|
|
|
|
|
|
|
| 9 |
"region_cache/00000.npz": "fd003fccc3b313ef7280e0d51270c1a752e0b5846a845db01fd14e0ba7f938c4",
|
| 10 |
"region_cache/01024.npz": "c0aa0619a3edb2a1e66a1b01635b7503ee89d27660b49f733ed9f04c11d76f70",
|
| 11 |
"region_cache/02048.npz": "e3a8a214b66cc305487de85ae00b1eee253c72162ee0dd655c7552f99de590cb",
|
|
@@ -25,6 +34,7 @@
|
|
| 25 |
"source/previous_manifest.json": "24bc081bf48f1109d9dfa217ae0d8593c0c06af6785a5cbfc5dc5d9e25461f5c",
|
| 26 |
"source/semantic_model.py": "b019358cbcaa214743cbd244d20eb6e59eeff0ab5264093ec0927be8529b25a2",
|
| 27 |
"source/spatial.py": "d13abe399ef049e21a6459a7003461afaae0c00e0c560262c6cf375de4c9884a",
|
|
|
|
| 28 |
"target_selection.json": "d73aca63879f0869efa9fad2316ef314648d16a315179704a1aec3a33772f221",
|
| 29 |
"train.py": "8d7ceb77a742afd65c9ab7ddf58e56b86ff235900371ce57b4b01c65a759a4cb",
|
| 30 |
"training_targets_and_regions.jpg": "314c3fec28c920e7d80b05dde80b599542ab30bac93d454fde43709793c99413"
|
|
|
|
| 1 |
{
|
| 2 |
"baseline_development.json": "80ef21c6fdfa5170747284950bbccf323659a5a40dc93a8b710519b84c1eef51",
|
| 3 |
+
"control/latest_optimizer.pt": "751d295110aa10bf6048a4c9b973b694d4cdcb9fce6124cd8657b76d044f3775",
|
| 4 |
+
"control/step_00500/README.md": "2508e51f14898f651c49adb184d1570b8adad3702313dee9bdac6fa0390d2bec",
|
| 5 |
+
"control/step_00500/config.json": "eaeb49b39f9116bfed0d954e81852dc93476298752787dba88a63c0eec97ccec",
|
| 6 |
+
"control/step_00500/model.safetensors": "e882005a4305473f674073d73df64c4d043946a7e7bab8957c549c56bddda52d",
|
| 7 |
"data_and_eval.py": "019ea992052f0233954b86e06e31c85c74ca313e67a55ff7fb03248f8874aaf5",
|
| 8 |
+
"history.json": "917c3078b4694ca8bbc9a8b1c96714a77c5c6dfec7bf84aabf56821ea6c8b4f9",
|
| 9 |
"initial/README.md": "2508e51f14898f651c49adb184d1570b8adad3702313dee9bdac6fa0390d2bec",
|
| 10 |
"initial/config.json": "eaeb49b39f9116bfed0d954e81852dc93476298752787dba88a63c0eec97ccec",
|
| 11 |
"initial/model.safetensors": "ec1f27d74533adc83f7ab3639a091fc4d8738a434dafc7d172c7873c28a9e715",
|
| 12 |
"manifest.json": "4acd79ade89f3b1ae06235316548d91f3b777ca195f400407d6851a3c0e20802",
|
| 13 |
"protocol.json": "926776a1b4c2b29dbd292dc68cd68bd12df3fdc4db541044fdadca48c3a5e4e5",
|
| 14 |
+
"region/latest_optimizer.pt": "de256236b3abf1e20d33efbc8885aaf3d8b94df3b63268fdf3a5f440f9d70551",
|
| 15 |
+
"region/step_00500/README.md": "2508e51f14898f651c49adb184d1570b8adad3702313dee9bdac6fa0390d2bec",
|
| 16 |
+
"region/step_00500/config.json": "eaeb49b39f9116bfed0d954e81852dc93476298752787dba88a63c0eec97ccec",
|
| 17 |
+
"region/step_00500/model.safetensors": "21ac8d612ddfe4e535ef6e6c05c90acb67178ba4ab39023a97111ad72564937f",
|
| 18 |
"region_cache/00000.npz": "fd003fccc3b313ef7280e0d51270c1a752e0b5846a845db01fd14e0ba7f938c4",
|
| 19 |
"region_cache/01024.npz": "c0aa0619a3edb2a1e66a1b01635b7503ee89d27660b49f733ed9f04c11d76f70",
|
| 20 |
"region_cache/02048.npz": "e3a8a214b66cc305487de85ae00b1eee253c72162ee0dd655c7552f99de590cb",
|
|
|
|
| 34 |
"source/previous_manifest.json": "24bc081bf48f1109d9dfa217ae0d8593c0c06af6785a5cbfc5dc5d9e25461f5c",
|
| 35 |
"source/semantic_model.py": "b019358cbcaa214743cbd244d20eb6e59eeff0ab5264093ec0927be8529b25a2",
|
| 36 |
"source/spatial.py": "d13abe399ef049e21a6459a7003461afaae0c00e0c560262c6cf375de4c9884a",
|
| 37 |
+
"status.json": "fba259a78eb9a3d9f05cc55234cc3f0bf60d871c751a985a296d0bcd0ab0bd81",
|
| 38 |
"target_selection.json": "d73aca63879f0869efa9fad2316ef314648d16a315179704a1aec3a33772f221",
|
| 39 |
"train.py": "8d7ceb77a742afd65c9ab7ddf58e56b86ff235900371ce57b4b01c65a759a4cb",
|
| 40 |
"training_targets_and_regions.jpg": "314c3fec28c920e7d80b05dde80b599542ab30bac93d454fde43709793c99413"
|
experiments/region-coherence-20260928/control/latest_optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:751d295110aa10bf6048a4c9b973b694d4cdcb9fce6124cd8657b76d044f3775
|
| 3 |
+
size 32170719
|
experiments/region-coherence-20260928/control/step_00500/README.md
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Experimental semantic colorizer
|
| 2 |
+
|
| 3 |
+
Head: palette. Parameters: 3994676.
|
| 4 |
+
|
| 5 |
+
Not approved for production. Requires semantic_model.py; incompatible with the old U-Net loader. Input is Lab lightness normalized to [-1,1]; output is Lab ab. See the run protocol, provenance, selection and visual comparisons. Predictions are plausible colors, not recovered historical truth.
|
experiments/region-coherence-20260928/control/step_00500/config.json
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architecture": "SemanticColorizer",
|
| 3 |
+
"head": "palette",
|
| 4 |
+
"width": 128,
|
| 5 |
+
"queries": 16,
|
| 6 |
+
"format_version": 1
|
| 7 |
+
}
|
experiments/region-coherence-20260928/control/step_00500/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e882005a4305473f674073d73df64c4d043946a7e7bab8957c549c56bddda52d
|
| 3 |
+
size 16112432
|
experiments/region-coherence-20260928/history.json
ADDED
|
@@ -0,0 +1,192 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"arm": "control",
|
| 4 |
+
"step": 0,
|
| 5 |
+
"fixed_training_probe_total": 0.3621125817298889,
|
| 6 |
+
"fixed_training_probe_components": {
|
| 7 |
+
"supervised": 0.3621125817298889,
|
| 8 |
+
"region": 0.08541764318943024,
|
| 9 |
+
"holes": 0.1620774120092392
|
| 10 |
+
}
|
| 11 |
+
},
|
| 12 |
+
{
|
| 13 |
+
"arm": "region",
|
| 14 |
+
"step": 0,
|
| 15 |
+
"fixed_training_probe_total": 0.42059126496315,
|
| 16 |
+
"fixed_training_probe_components": {
|
| 17 |
+
"supervised": 0.3621125817298889,
|
| 18 |
+
"region": 0.08541764318943024,
|
| 19 |
+
"holes": 0.1620774120092392
|
| 20 |
+
}
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"arm": "control",
|
| 24 |
+
"step": 100,
|
| 25 |
+
"total": 0.3187229037284851,
|
| 26 |
+
"components": {
|
| 27 |
+
"supervised": 0.3187229037284851,
|
| 28 |
+
"region": 0.08063505589962006,
|
| 29 |
+
"holes": 0.12207602709531784
|
| 30 |
+
},
|
| 31 |
+
"fixed_training_probe_total": 0.3592981696128845,
|
| 32 |
+
"fixed_training_probe_components": {
|
| 33 |
+
"supervised": 0.3592981696128845,
|
| 34 |
+
"region": 0.08607631176710129,
|
| 35 |
+
"holes": 0.1578076332807541
|
| 36 |
+
},
|
| 37 |
+
"elapsed_seconds": 307.73959278699476
|
| 38 |
+
},
|
| 39 |
+
{
|
| 40 |
+
"arm": "region",
|
| 41 |
+
"step": 100,
|
| 42 |
+
"total": 0.36617881059646606,
|
| 43 |
+
"components": {
|
| 44 |
+
"supervised": 0.3167770802974701,
|
| 45 |
+
"region": 0.0805911272764206,
|
| 46 |
+
"holes": 0.11443515121936798
|
| 47 |
+
},
|
| 48 |
+
"fixed_training_probe_total": 0.416504830121994,
|
| 49 |
+
"fixed_training_probe_components": {
|
| 50 |
+
"supervised": 0.3595234453678131,
|
| 51 |
+
"region": 0.08584924042224884,
|
| 52 |
+
"holes": 0.1509445607662201
|
| 53 |
+
},
|
| 54 |
+
"elapsed_seconds": 307.801477711997
|
| 55 |
+
},
|
| 56 |
+
{
|
| 57 |
+
"arm": "control",
|
| 58 |
+
"step": 200,
|
| 59 |
+
"total": 0.32299497723579407,
|
| 60 |
+
"components": {
|
| 61 |
+
"supervised": 0.32299497723579407,
|
| 62 |
+
"region": 0.07006945461034775,
|
| 63 |
+
"holes": 0.05918518826365471
|
| 64 |
+
},
|
| 65 |
+
"fixed_training_probe_total": 0.358181357383728,
|
| 66 |
+
"fixed_training_probe_components": {
|
| 67 |
+
"supervised": 0.358181357383728,
|
| 68 |
+
"region": 0.08552395552396774,
|
| 69 |
+
"holes": 0.16655504703521729
|
| 70 |
+
},
|
| 71 |
+
"elapsed_seconds": 317.7607466210029
|
| 72 |
+
},
|
| 73 |
+
{
|
| 74 |
+
"arm": "region",
|
| 75 |
+
"step": 200,
|
| 76 |
+
"total": 0.3607810139656067,
|
| 77 |
+
"components": {
|
| 78 |
+
"supervised": 0.32474493980407715,
|
| 79 |
+
"region": 0.06966118514537811,
|
| 80 |
+
"holes": 0.05447722226381302
|
| 81 |
+
},
|
| 82 |
+
"fixed_training_probe_total": 0.41501855850219727,
|
| 83 |
+
"fixed_training_probe_components": {
|
| 84 |
+
"supervised": 0.35719865560531616,
|
| 85 |
+
"region": 0.08503525704145432,
|
| 86 |
+
"holes": 0.15870539844036102
|
| 87 |
+
},
|
| 88 |
+
"elapsed_seconds": 317.82507515200996
|
| 89 |
+
},
|
| 90 |
+
{
|
| 91 |
+
"arm": "control",
|
| 92 |
+
"step": 300,
|
| 93 |
+
"total": 0.3361145853996277,
|
| 94 |
+
"components": {
|
| 95 |
+
"supervised": 0.3361145853996277,
|
| 96 |
+
"region": 0.07524493336677551,
|
| 97 |
+
"holes": 0.10203137248754501
|
| 98 |
+
},
|
| 99 |
+
"fixed_training_probe_total": 0.35224491357803345,
|
| 100 |
+
"fixed_training_probe_components": {
|
| 101 |
+
"supervised": 0.35224491357803345,
|
| 102 |
+
"region": 0.08509720116853714,
|
| 103 |
+
"holes": 0.1665153056383133
|
| 104 |
+
},
|
| 105 |
+
"elapsed_seconds": 328.1726588210149
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"arm": "region",
|
| 109 |
+
"step": 300,
|
| 110 |
+
"total": 0.3824296295642853,
|
| 111 |
+
"components": {
|
| 112 |
+
"supervised": 0.3379366397857666,
|
| 113 |
+
"region": 0.0744006559252739,
|
| 114 |
+
"holes": 0.09821819514036179
|
| 115 |
+
},
|
| 116 |
+
"fixed_training_probe_total": 0.4090428054332733,
|
| 117 |
+
"fixed_training_probe_components": {
|
| 118 |
+
"supervised": 0.3518587350845337,
|
| 119 |
+
"region": 0.08442861586809158,
|
| 120 |
+
"holes": 0.15608419477939606
|
| 121 |
+
},
|
| 122 |
+
"elapsed_seconds": 328.2367921300174
|
| 123 |
+
},
|
| 124 |
+
{
|
| 125 |
+
"arm": "control",
|
| 126 |
+
"step": 400,
|
| 127 |
+
"total": 0.3320009708404541,
|
| 128 |
+
"components": {
|
| 129 |
+
"supervised": 0.3320009708404541,
|
| 130 |
+
"region": 0.08085997402667999,
|
| 131 |
+
"holes": 0.09387021511793137
|
| 132 |
+
},
|
| 133 |
+
"fixed_training_probe_total": 0.3540650010108948,
|
| 134 |
+
"fixed_training_probe_components": {
|
| 135 |
+
"supervised": 0.3540650010108948,
|
| 136 |
+
"region": 0.08589392155408859,
|
| 137 |
+
"holes": 0.16173695027828217
|
| 138 |
+
},
|
| 139 |
+
"elapsed_seconds": 338.36350854000193
|
| 140 |
+
},
|
| 141 |
+
{
|
| 142 |
+
"arm": "region",
|
| 143 |
+
"step": 400,
|
| 144 |
+
"total": 0.3774415850639343,
|
| 145 |
+
"components": {
|
| 146 |
+
"supervised": 0.33214521408081055,
|
| 147 |
+
"region": 0.0799458846449852,
|
| 148 |
+
"holes": 0.08878668397665024
|
| 149 |
+
},
|
| 150 |
+
"fixed_training_probe_total": 0.4117014408111572,
|
| 151 |
+
"fixed_training_probe_components": {
|
| 152 |
+
"supervised": 0.35467100143432617,
|
| 153 |
+
"region": 0.08499454706907272,
|
| 154 |
+
"holes": 0.15355072915554047
|
| 155 |
+
},
|
| 156 |
+
"elapsed_seconds": 338.4272499990184
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"arm": "control",
|
| 160 |
+
"step": 500,
|
| 161 |
+
"total": 0.3042718172073364,
|
| 162 |
+
"components": {
|
| 163 |
+
"supervised": 0.3042718172073364,
|
| 164 |
+
"region": 0.07151355594396591,
|
| 165 |
+
"holes": 0.11668049544095993
|
| 166 |
+
},
|
| 167 |
+
"fixed_training_probe_total": 0.34998297691345215,
|
| 168 |
+
"fixed_training_probe_components": {
|
| 169 |
+
"supervised": 0.34998297691345215,
|
| 170 |
+
"region": 0.08545023202896118,
|
| 171 |
+
"holes": 0.16200965642929077
|
| 172 |
+
},
|
| 173 |
+
"elapsed_seconds": 348.5364360889944
|
| 174 |
+
},
|
| 175 |
+
{
|
| 176 |
+
"arm": "region",
|
| 177 |
+
"step": 500,
|
| 178 |
+
"total": 0.34954941272735596,
|
| 179 |
+
"components": {
|
| 180 |
+
"supervised": 0.30516815185546875,
|
| 181 |
+
"region": 0.07051622867584229,
|
| 182 |
+
"holes": 0.10783179849386215
|
| 183 |
+
},
|
| 184 |
+
"fixed_training_probe_total": 0.40643182396888733,
|
| 185 |
+
"fixed_training_probe_components": {
|
| 186 |
+
"supervised": 0.34966713190078735,
|
| 187 |
+
"region": 0.08451548218727112,
|
| 188 |
+
"holes": 0.15305668115615845
|
| 189 |
+
},
|
| 190 |
+
"elapsed_seconds": 348.6008658639912
|
| 191 |
+
}
|
| 192 |
+
]
|
experiments/region-coherence-20260928/region/latest_optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:de256236b3abf1e20d33efbc8885aaf3d8b94df3b63268fdf3a5f440f9d70551
|
| 3 |
+
size 32170719
|
experiments/region-coherence-20260928/region/step_00500/README.md
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Experimental semantic colorizer
|
| 2 |
+
|
| 3 |
+
Head: palette. Parameters: 3994676.
|
| 4 |
+
|
| 5 |
+
Not approved for production. Requires semantic_model.py; incompatible with the old U-Net loader. Input is Lab lightness normalized to [-1,1]; output is Lab ab. See the run protocol, provenance, selection and visual comparisons. Predictions are plausible colors, not recovered historical truth.
|
experiments/region-coherence-20260928/region/step_00500/config.json
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architecture": "SemanticColorizer",
|
| 3 |
+
"head": "palette",
|
| 4 |
+
"width": 128,
|
| 5 |
+
"queries": 16,
|
| 6 |
+
"format_version": 1
|
| 7 |
+
}
|
experiments/region-coherence-20260928/region/step_00500/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:21ac8d612ddfe4e535ef6e6c05c90acb67178ba4ab39023a97111ad72564937f
|
| 3 |
+
size 16112432
|
experiments/region-coherence-20260928/status.json
ADDED
|
@@ -0,0 +1,6 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"status": "training",
|
| 3 |
+
"step": 500,
|
| 4 |
+
"elapsed_seconds": 348.80579696499626,
|
| 5 |
+
"production_approved": false
|
| 6 |
+
}
|