diff --git a/.gitattributes b/.gitattributes index a2def3a3d6187ca820d4853dc4f5f2e35dc9b5a1..742c8ab4d364a2683f933469ceea47408000ac62 100644 --- a/.gitattributes +++ b/.gitattributes @@ -132,3 +132,5 @@ QMNIST/20250817-132200_QMNIST/plots/confusion_epoch_5.png filter=lfs diff=lfs me QMNIST/20250817-132200_QMNIST/plots/confusion_epoch_6.png filter=lfs diff=lfs merge=lfs -text QMNIST/20250817-132200_QMNIST/plots/confusion_epoch_7.png filter=lfs diff=lfs merge=lfs -text QMNIST/20250817-132200_QMNIST/plots/confusion_epoch_8.png filter=lfs diff=lfs merge=lfs -text +USPS/20250817-132419_USPS/plots/best_confusion_epoch_19.png filter=lfs diff=lfs merge=lfs -text +USPS/20250817-132419_USPS/plots/best_confusion_epoch_20.png filter=lfs diff=lfs merge=lfs -text diff --git a/USPS/20250817-132419_USPS/README.md b/USPS/20250817-132419_USPS/README.md new file mode 100644 index 0000000000000000000000000000000000000000..4249f3f45a9482ec2158b82056e0014034057106 --- /dev/null +++ b/USPS/20250817-132419_USPS/README.md @@ -0,0 +1,10 @@ +# Pentachora Adaptive Encoded — 20250817-132419 + +**Dataset:** USPS + +**Contents** +- `weights/*.safetensors` — encoder, constellation, diagnostic head +- `config.json`, `manifest.json` +- `history.json` / `history.csv` +- `tensorboard/` (and `tensorboard_events.zip`) +- `plots/` — accuracy, loss, λ, confusion diff --git a/USPS/20250817-132419_USPS/config.json b/USPS/20250817-132419_USPS/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c6d4dca6c86f5595f47ae6fe0f10aa0da332ec01 --- /dev/null +++ b/USPS/20250817-132419_USPS/config.json @@ -0,0 +1,40 @@ +{ + "augment": false, + "base_dim": 56, + "batch_size": 256, + "channels": 24, + "dataset": "USPS", + "deterministic": true, + "deterministic_cublas": false, + "epochs": 20, + "hf_dataset_dir_template": "{dataset}", + "hf_preserve_case": true, + "hf_repo_id": "AbstractPhil/pentachora-multi-channel-frequency-encoded", + "hf_run_dir_template": "{ts}_{dataset}", + "hf_subdir_root": "", + "hf_weight_suffix_dataset": true, + "img_channels": "auto", + "img_size": 22, + "input_channels": 1, + "input_dim": 484, + "lambda_separation": 0.391, + "loss_weight_scalar": 0.1, + "lr": 0.01, + "normalize": true, + "num_classes": 10, + "num_heads": 2, + "num_pentachoron_pairs": 2, + "per_dataset_norm": true, + "proj_dim": null, + "seed": 420, + "seed_per_dataset": false, + "strict_determinism": false, + "sweep_all": false, + "temp": 0.7, + "w_ce": 1.0, + "w_diag": 0.1, + "w_dual": 1.0, + "w_reg": 0.1, + "w_rose": 1.0, + "weight_decay": 1e-05 +} \ No newline at end of file diff --git a/USPS/20250817-132419_USPS/history.csv b/USPS/20250817-132419_USPS/history.csv new file mode 100644 index 0000000000000000000000000000000000000000..35bf490fa05825cf27e567b6087b625e680f4d53 --- /dev/null +++ b/USPS/20250817-132419_USPS/history.csv @@ -0,0 +1,21 @@ +epoch,train_loss,train_acc,test_acc,ce,dual,rose,diag,reg,lambda +1,4.186315699543193,0.5207790426553285,0.510214250124564,1.6920845363222183,1.658165459001102,0.5306957463082782,0.5842968823783945,2.4694035583653577,0.5519927740097046 +2,2.623016172141438,0.7254148950761212,0.6606875934230194,0.804328467943691,1.210599083351739,0.29833177831205315,0.03666592915591602,3.060902003544771,0.5805099606513977 +3,2.281710410539938,0.7982444109175696,0.7219730941704036,0.5285232630740335,1.160383694130376,0.2833229598276672,0.01545826767925993,3.0793470943633006,0.6123287081718445 +4,2.133895010847464,0.8374708544781237,0.84853014449427,0.4213740050776344,1.1340077817399157,0.2716747616408637,0.011112063283800972,3.057272916173039,0.6277840733528137 +5,2.0421012204920634,0.8824578247154026,0.8759342301943199,0.3452779093350816,1.1262975131479445,0.2655489757961573,0.00827752801066206,3.041490846693295,0.643998920917511 +6,1.9406286898733183,0.9327938554382115,0.9247633283507724,0.26095674150054826,1.1154229144405197,0.2601917559571463,0.006171950396748666,3.034400881047995,0.6599448919296265 +7,1.8731481707352797,0.9563845837333699,0.9138016940707524,0.19399556445557956,1.1137334227055093,0.26130230735847937,0.005826225807524205,3.035342364984192,0.6808053255081177 +8,1.8143151229570111,0.9637909751748731,0.8873941205779771,0.15826758656085166,1.0987706011729121,0.25363286034329374,0.0047510263233564,3.031689540559316,0.6933789253234863 +9,1.7340013021272391,0.9766835824989714,0.9486796213253612,0.10833585858876413,1.0792879158046702,0.24420741928848377,0.00277405207122912,3.01892677545057,0.6979925036430359 +10,1.7273055698593331,0.9795638458373337,0.9491778774289985,0.10944264027631229,1.0736531275254908,0.24210935815741635,0.0025913143424020125,3.018412966114097,0.7013623714447021 +11,1.6890879071080918,0.9836785077492799,0.9551569506726457,0.08219453190587346,1.0667260233029272,0.2385265135340788,0.0018793647727021363,3.0145289229849634,0.7063255906105042 +12,1.6742253816597028,0.9832670415580853,0.9591429995017439,0.07401045081602287,1.0622060235644413,0.23738565772440745,0.0015908510776604149,3.0046415430350715,0.7065356969833374 +13,1.6543086224860606,0.9886161020436154,0.9581464872944694,0.06191937353075196,1.057691677887733,0.2345115163618605,0.0013070846072401575,3.000553322270024,0.7093676924705505 +14,1.6476320546115806,0.9883417912494856,0.9571499750871948,0.057772507121322286,1.0561679039713026,0.2338704050645925,0.001153114178000988,2.997059084786716,0.709489107131958 +15,1.6366018039538297,0.9895761898230695,0.9616342800199302,0.05322019687067284,1.0519349146340549,0.23179853525145067,0.0009969672444440972,2.995484480591668,0.710361659526825 +16,1.6222587482312174,0.9913592099849129,0.9606377678126558,0.043731410461530944,1.0488554246303656,0.23039412138361023,0.0007126805886142348,2.9920650473217827,0.7103234529495239 +17,1.6099562102131941,0.9931422301467563,0.9641255605381166,0.03598862265683368,1.0458778490370773,0.22907997877685118,0.0005337017103647406,2.9895637148186234,0.7102898359298706 +18,1.608087447048983,0.9921821423673022,0.9651220727453911,0.035306591777525154,1.0450614626033858,0.22877593305380384,0.0005267723909922715,2.988907596633654,0.7103176116943359 +19,1.6119188998170946,0.9927307639555617,0.963129048330842,0.03758689664108054,1.0464380158267546,0.22912661065381343,0.0005790282152908724,2.987094509210823,0.7100916504859924 +20,1.6038620670772747,0.9931422301467563,0.9626307922272048,0.031653297819557905,1.0448251135014748,0.22874023815704592,0.0005309952481351808,2.985902976898185,0.7100786566734314 diff --git a/USPS/20250817-132419_USPS/history.json b/USPS/20250817-132419_USPS/history.json new file mode 100644 index 0000000000000000000000000000000000000000..1c1972fdd60c9e97785288c7e90f275c2d1b00e8 --- /dev/null +++ b/USPS/20250817-132419_USPS/history.json @@ -0,0 +1,200 @@ +{ + "ce": [ + 1.6920845363222183, + 0.804328467943691, + 0.5285232630740335, + 0.4213740050776344, + 0.3452779093350816, + 0.26095674150054826, + 0.19399556445557956, + 0.15826758656085166, + 0.10833585858876413, + 0.10944264027631229, + 0.08219453190587346, + 0.07401045081602287, + 0.06191937353075196, + 0.057772507121322286, + 0.05322019687067284, + 0.043731410461530944, + 0.03598862265683368, + 0.035306591777525154, + 0.03758689664108054, + 0.031653297819557905 + ], + "diag": [ + 0.5842968823783945, + 0.03666592915591602, + 0.01545826767925993, + 0.011112063283800972, + 0.00827752801066206, + 0.006171950396748666, + 0.005826225807524205, + 0.0047510263233564, + 0.00277405207122912, + 0.0025913143424020125, + 0.0018793647727021363, + 0.0015908510776604149, + 0.0013070846072401575, + 0.001153114178000988, + 0.0009969672444440972, + 0.0007126805886142348, + 0.0005337017103647406, + 0.0005267723909922715, + 0.0005790282152908724, + 0.0005309952481351808 + ], + "dual": [ + 1.658165459001102, + 1.210599083351739, + 1.160383694130376, + 1.1340077817399157, + 1.1262975131479445, + 1.1154229144405197, + 1.1137334227055093, + 1.0987706011729121, + 1.0792879158046702, + 1.0736531275254908, + 1.0667260233029272, + 1.0622060235644413, + 1.057691677887733, + 1.0561679039713026, + 1.0519349146340549, + 1.0488554246303656, + 1.0458778490370773, + 1.0450614626033858, + 1.0464380158267546, + 1.0448251135014748 + ], + "lambda": [ + 0.5519927740097046, + 0.5805099606513977, + 0.6123287081718445, + 0.6277840733528137, + 0.643998920917511, + 0.6599448919296265, + 0.6808053255081177, + 0.6933789253234863, + 0.6979925036430359, + 0.7013623714447021, + 0.7063255906105042, + 0.7065356969833374, + 0.7093676924705505, + 0.709489107131958, + 0.710361659526825, + 0.7103234529495239, + 0.7102898359298706, + 0.7103176116943359, + 0.7100916504859924, + 0.7100786566734314 + ], + "reg": [ + 2.4694035583653577, + 3.060902003544771, + 3.0793470943633006, + 3.057272916173039, + 3.041490846693295, + 3.034400881047995, + 3.035342364984192, + 3.031689540559316, + 3.01892677545057, + 3.018412966114097, + 3.0145289229849634, + 3.0046415430350715, + 3.000553322270024, + 2.997059084786716, + 2.995484480591668, + 2.9920650473217827, + 2.9895637148186234, + 2.988907596633654, + 2.987094509210823, + 2.985902976898185 + ], + "rose": [ + 0.5306957463082782, + 0.29833177831205315, + 0.2833229598276672, + 0.2716747616408637, + 0.2655489757961573, + 0.2601917559571463, + 0.26130230735847937, + 0.25363286034329374, + 0.24420741928848377, + 0.24210935815741635, + 0.2385265135340788, + 0.23738565772440745, + 0.2345115163618605, + 0.2338704050645925, + 0.23179853525145067, + 0.23039412138361023, + 0.22907997877685118, + 0.22877593305380384, + 0.22912661065381343, + 0.22874023815704592 + ], + "test_acc": [ + 0.510214250124564, + 0.6606875934230194, + 0.7219730941704036, + 0.84853014449427, + 0.8759342301943199, + 0.9247633283507724, + 0.9138016940707524, + 0.8873941205779771, + 0.9486796213253612, + 0.9491778774289985, + 0.9551569506726457, + 0.9591429995017439, + 0.9581464872944694, + 0.9571499750871948, + 0.9616342800199302, + 0.9606377678126558, + 0.9641255605381166, + 0.9651220727453911, + 0.963129048330842, + 0.9626307922272048 + ], + "train_acc": [ + 0.5207790426553285, + 0.7254148950761212, + 0.7982444109175696, + 0.8374708544781237, + 0.8824578247154026, + 0.9327938554382115, + 0.9563845837333699, + 0.9637909751748731, + 0.9766835824989714, + 0.9795638458373337, + 0.9836785077492799, + 0.9832670415580853, + 0.9886161020436154, + 0.9883417912494856, + 0.9895761898230695, + 0.9913592099849129, + 0.9931422301467563, + 0.9921821423673022, + 0.9927307639555617, + 0.9931422301467563 + ], + "train_loss": [ + 4.186315699543193, + 2.623016172141438, + 2.281710410539938, + 2.133895010847464, + 2.0421012204920634, + 1.9406286898733183, + 1.8731481707352797, + 1.8143151229570111, + 1.7340013021272391, + 1.7273055698593331, + 1.6890879071080918, + 1.6742253816597028, + 1.6543086224860606, + 1.6476320546115806, + 1.6366018039538297, + 1.6222587482312174, + 1.6099562102131941, + 1.608087447048983, + 1.6119188998170946, + 1.6038620670772747 + ] +} \ No newline at end of file diff --git a/USPS/20250817-132419_USPS/manifest.json b/USPS/20250817-132419_USPS/manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..02ea18ba42b32c32ff488e5e51d0a17d20265160 --- /dev/null +++ b/USPS/20250817-132419_USPS/manifest.json @@ -0,0 +1,43 @@ +{ + "class_names": [ + "usps-0", + "usps-1", + "usps-2", + "usps-3", + "usps-4", + "usps-5", + "usps-6", + "usps-7", + "usps-8", + "usps-9" + ], + "dataset_name": "USPS", + "environment": { + "cpu_count": 12, + "cuda_available": true, + "cuda_device": "NVIDIA A100-SXM4-40GB", + "memory_gb": 83.48, + "platform": "Linux-6.1.123+-x86_64-with-glibc2.35", + "python": "3.11.13 (main, Jun 4 2025, 08:57:29) [GCC 11.4.0]", + "torch": "2.6.0+cu124" + }, + "models": { + "constellation": { + "params": 16777 + }, + "diagnostic_head": { + "params": 7681 + }, + "encoder": { + "params": 429897 + } + }, + "num_classes": 10, + "repo_id": "AbstractPhil/pentachora-multi-channel-frequency-encoded", + "results": { + "best_epoch": 18, + "best_test_accuracy": 0.9651220727453911 + }, + "subdirectory": "USPS/20250817-132419_USPS", + "timestamp": "20250817-132419" +} \ No newline at end of file diff --git a/USPS/20250817-132419_USPS/plots/accuracy.png b/USPS/20250817-132419_USPS/plots/accuracy.png new file mode 100644 index 0000000000000000000000000000000000000000..87cab76e1fcb74e51c291917dec6225b53661346 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/accuracy.png differ diff --git a/USPS/20250817-132419_USPS/plots/best_confusion_epoch_16.png b/USPS/20250817-132419_USPS/plots/best_confusion_epoch_16.png new file mode 100644 index 0000000000000000000000000000000000000000..1d160cb483512361b109a605f406808b78955131 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/best_confusion_epoch_16.png differ diff --git a/USPS/20250817-132419_USPS/plots/best_confusion_epoch_17.png b/USPS/20250817-132419_USPS/plots/best_confusion_epoch_17.png new file mode 100644 index 0000000000000000000000000000000000000000..b74ef08f46e7e83656d3d65c13f640bdab04dbcf Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/best_confusion_epoch_17.png differ diff --git a/USPS/20250817-132419_USPS/plots/best_confusion_epoch_18.png b/USPS/20250817-132419_USPS/plots/best_confusion_epoch_18.png new file mode 100644 index 0000000000000000000000000000000000000000..4b89336e3bd74795ef1fc8febc6b0942db12f7e5 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/best_confusion_epoch_18.png differ diff --git a/USPS/20250817-132419_USPS/plots/best_confusion_epoch_19.png b/USPS/20250817-132419_USPS/plots/best_confusion_epoch_19.png new file mode 100644 index 0000000000000000000000000000000000000000..3df01f399a59fc5f5a36383564ff874a0ce53697 --- /dev/null +++ b/USPS/20250817-132419_USPS/plots/best_confusion_epoch_19.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:45206f7ee8d1ddcfda69d7aae9fbb69a7be66596a9fb88b519376c38c05d8a8a +size 101070 diff --git a/USPS/20250817-132419_USPS/plots/best_confusion_epoch_20.png b/USPS/20250817-132419_USPS/plots/best_confusion_epoch_20.png new file mode 100644 index 0000000000000000000000000000000000000000..fd936bed1f6ce680843c3170abd493c555057fee --- /dev/null +++ b/USPS/20250817-132419_USPS/plots/best_confusion_epoch_20.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:97b0780cc610021d9d5ac038e5b0f75e3112918cd75e3e4db2f055224b9cd926 +size 309528 diff --git a/USPS/20250817-132419_USPS/plots/best_confusion_epoch_37.png b/USPS/20250817-132419_USPS/plots/best_confusion_epoch_37.png new file mode 100644 index 0000000000000000000000000000000000000000..c527e3f2fc8d01d95ed9228895754cf058231058 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/best_confusion_epoch_37.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_1.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_1.png new file mode 100644 index 0000000000000000000000000000000000000000..fe73be36e71aee4b8f16a6939030e71a81d93812 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_1.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_10.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_10.png new file mode 100644 index 0000000000000000000000000000000000000000..fa37e6571ce0829e5239955d6c8c5c0020d2179e Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_10.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_11.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_11.png new file mode 100644 index 0000000000000000000000000000000000000000..31828e0ea237697e3ee4336783bcbac7a2a31b3f Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_11.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_12.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_12.png new file mode 100644 index 0000000000000000000000000000000000000000..3445bae148f10abffb6ac20a960332edfd8bd78f Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_12.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_13.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_13.png new file mode 100644 index 0000000000000000000000000000000000000000..3f81cbde39f944eb4e6cbe077f02ef113de383e5 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_13.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_14.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_14.png new file mode 100644 index 0000000000000000000000000000000000000000..ab7a8c8c63e481eb8eafd745eb2c4ef26c2b60ea Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_14.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_15.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_15.png new file mode 100644 index 0000000000000000000000000000000000000000..47564ff46ccf651ceb87613c247a6844e816a2f0 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_15.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_16.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_16.png new file mode 100644 index 0000000000000000000000000000000000000000..32eae6de6316514493a6c31a7fb75278b05e42c8 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_16.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_17.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_17.png new file mode 100644 index 0000000000000000000000000000000000000000..05070d48040efff4c667d7c3832aefe7f4be642f Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_17.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_18.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_18.png new file mode 100644 index 0000000000000000000000000000000000000000..2aec95a7503ef0d958bb2fe8bfb9f734590ab2b3 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_18.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_19.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_19.png new file mode 100644 index 0000000000000000000000000000000000000000..8df3746afc08be5f884174f137d0a78c455f7f73 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_19.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_2.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_2.png new file mode 100644 index 0000000000000000000000000000000000000000..d9a3a471ad99d451532ac6ac548061025ca32f71 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_2.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_20.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_20.png new file mode 100644 index 0000000000000000000000000000000000000000..f7b40e0a423c3a27349e12283f61d8fd239a325a Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_20.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_21.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_21.png new file mode 100644 index 0000000000000000000000000000000000000000..7deb740d4685097a4ed478145b3de6833c60f712 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_21.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_22.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_22.png new file mode 100644 index 0000000000000000000000000000000000000000..2019d8b8d4c02647e1aec82a402954e25c0ab3f2 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_22.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_23.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_23.png new file mode 100644 index 0000000000000000000000000000000000000000..2c5de217196c25a65d13739335193c248f2d961d Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_23.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_24.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_24.png new file mode 100644 index 0000000000000000000000000000000000000000..4eccb153cce28766ac4132846159a16567da4a7f Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_24.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_25.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_25.png new file mode 100644 index 0000000000000000000000000000000000000000..4178637c6ce5f2c75ba64554d38b68385e7910ee Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_25.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_26.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_26.png new file mode 100644 index 0000000000000000000000000000000000000000..4044d488910dc78ad711c427ccfd1008dc4ed574 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_26.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_27.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_27.png new file mode 100644 index 0000000000000000000000000000000000000000..46151ea3271d4dad56c6c0e6634a737bb5352816 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_27.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_28.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_28.png new file mode 100644 index 0000000000000000000000000000000000000000..3d6349e935efab230e836ad78dc9bf4056304bca Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_28.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_29.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_29.png new file mode 100644 index 0000000000000000000000000000000000000000..3661f8dbdef8de6d9d8784635cb28f2f34dd89d2 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_29.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_3.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_3.png new file mode 100644 index 0000000000000000000000000000000000000000..e95047b4e6fcefd52d95df0b3ea2a9447fe98cdc Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_3.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_30.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_30.png new file mode 100644 index 0000000000000000000000000000000000000000..d68e21deacfdf8481ef627e386da085803d0d191 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_30.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_31.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_31.png new file mode 100644 index 0000000000000000000000000000000000000000..722d65ad39a284997b4777ec61056e1c9703f203 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_31.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_32.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_32.png new file mode 100644 index 0000000000000000000000000000000000000000..538920da4f34aec145d66278fa9cf9083ab36dc6 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_32.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_33.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_33.png new file mode 100644 index 0000000000000000000000000000000000000000..abaa0786c7ae928da68bc5e114c0d4b0b78ab811 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_33.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_34.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_34.png new file mode 100644 index 0000000000000000000000000000000000000000..1b289c30a180f30f81698b1511dcda2e1cdf1117 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_34.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_35.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_35.png new file mode 100644 index 0000000000000000000000000000000000000000..a8e576c7da5d67457b0e850936a3dfbe68256f2b Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_35.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_36.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_36.png new file mode 100644 index 0000000000000000000000000000000000000000..98b3ad8ad9026b4c221ead8c83df297c2eb06102 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_36.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_37.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_37.png new file mode 100644 index 0000000000000000000000000000000000000000..920c6958d3e69e44d99b546c10b379153337dd73 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_37.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_38.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_38.png new file mode 100644 index 0000000000000000000000000000000000000000..90337838e9b318e3caef2968dae7c80b38871264 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_38.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_39.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_39.png new file mode 100644 index 0000000000000000000000000000000000000000..8d574d38262667c6dd3da42be1c8d41e01c2138a Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_39.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_4.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_4.png new file mode 100644 index 0000000000000000000000000000000000000000..bbc27252fca5d3203f35636bdf7040910de3dc2a Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_4.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_40.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_40.png new file mode 100644 index 0000000000000000000000000000000000000000..0aebbf0afbefc318ea9e52646a0664f489deffb9 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_40.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_41.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_41.png new file mode 100644 index 0000000000000000000000000000000000000000..c7c87e68a7911c84ee65ee659d909a8287d4cabd Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_41.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_42.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_42.png new file mode 100644 index 0000000000000000000000000000000000000000..ed5406e784f1f6d10ddda0905b98d305c81972a1 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_42.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_43.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_43.png new file mode 100644 index 0000000000000000000000000000000000000000..9ceebae9edbfd2096f52c44594302c8f127dcc17 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_43.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_44.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_44.png new file mode 100644 index 0000000000000000000000000000000000000000..ab6b3c7bee997069ff22b9ff2e8f66948c947d6b Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_44.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_45.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_45.png new file mode 100644 index 0000000000000000000000000000000000000000..44c0b5703167ff95569b38232ce8501f8fb9bea2 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_45.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_46.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_46.png new file mode 100644 index 0000000000000000000000000000000000000000..3c64705ae8a3eccebba8f77dbdf73af3a9ef441e Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_46.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_47.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_47.png new file mode 100644 index 0000000000000000000000000000000000000000..14699d9e422cdbcf23d16e10dd7a21adecbf9f6b Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_47.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_48.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_48.png new file mode 100644 index 0000000000000000000000000000000000000000..4dc3af8520252347d9c82360d30264f6450a24f2 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_48.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_49.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_49.png new file mode 100644 index 0000000000000000000000000000000000000000..6f5a80e40743ecd30fc0b3ef62ba5432d6e0c49b Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_49.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_5.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_5.png new file mode 100644 index 0000000000000000000000000000000000000000..b9be6a9455cff09ac1911bc3d77dc3188fa4402a Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_5.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_50.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_50.png new file mode 100644 index 0000000000000000000000000000000000000000..bebfb7f3429ff776ed2dc7111e2f35207f8b3b13 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_50.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_6.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_6.png new file mode 100644 index 0000000000000000000000000000000000000000..ee813f567910669dd0cad3916a7a281bd8214578 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_6.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_7.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_7.png new file mode 100644 index 0000000000000000000000000000000000000000..057df56c3d510233a3fbe068b4ca6dbf72bff4fa Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_7.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_8.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_8.png new file mode 100644 index 0000000000000000000000000000000000000000..a78e43acad5ba1893223b65758e25aa71c0ed721 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_8.png differ diff --git a/USPS/20250817-132419_USPS/plots/confusion_epoch_9.png b/USPS/20250817-132419_USPS/plots/confusion_epoch_9.png new file mode 100644 index 0000000000000000000000000000000000000000..ece0d132f4aa5ce340c3df3be2d64d49f1413571 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/confusion_epoch_9.png differ diff --git a/USPS/20250817-132419_USPS/plots/lambda.png b/USPS/20250817-132419_USPS/plots/lambda.png new file mode 100644 index 0000000000000000000000000000000000000000..dbabcfde9a908b33efdee0322177c3798e3124fb Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/lambda.png differ diff --git a/USPS/20250817-132419_USPS/plots/loss_components.png b/USPS/20250817-132419_USPS/plots/loss_components.png new file mode 100644 index 0000000000000000000000000000000000000000..a3dd2e0a30740ebdb9f3922c24b375a833259ad3 Binary files /dev/null and b/USPS/20250817-132419_USPS/plots/loss_components.png differ diff --git a/USPS/20250817-132419_USPS/tensorboard/events.out.tfevents.1755437002.5fef8660e4a5.11286.9 b/USPS/20250817-132419_USPS/tensorboard/events.out.tfevents.1755437002.5fef8660e4a5.11286.9 new file mode 100644 index 0000000000000000000000000000000000000000..c99ddd9ac79b942b9e127c4eae34093927c31fc0 --- /dev/null +++ b/USPS/20250817-132419_USPS/tensorboard/events.out.tfevents.1755437002.5fef8660e4a5.11286.9 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5fab268c451fcea085f4fe23205dc052b960047b814e75763bd5aac71a27a392 +size 168024 diff --git a/USPS/20250817-132419_USPS/tensorboard_events.zip b/USPS/20250817-132419_USPS/tensorboard_events.zip new file mode 100644 index 0000000000000000000000000000000000000000..798b63e241f6873de8cbcdbeaa8e8b1767964150 --- /dev/null +++ b/USPS/20250817-132419_USPS/tensorboard_events.zip @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:12c304278165ac67d647505715e00d7d3df357c63675a7a59960e47fa53a625b +size 56070 diff --git a/USPS/20250817-132419_USPS/weights/constellation_USPS.safetensors b/USPS/20250817-132419_USPS/weights/constellation_USPS.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..6af2d7745a31ab46db9c48b9657277186ffcec23 --- /dev/null +++ b/USPS/20250817-132419_USPS/weights/constellation_USPS.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9f2916c1ca8b1a5d8b4735b3107522b482abf2ecfdc2793feb91d0fb572fc043 +size 70076 diff --git a/USPS/20250817-132419_USPS/weights/diagnostic_head_USPS.safetensors b/USPS/20250817-132419_USPS/weights/diagnostic_head_USPS.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..f53f91f6900fe7f4d773ddffc2cff2562466d164 --- /dev/null +++ b/USPS/20250817-132419_USPS/weights/diagnostic_head_USPS.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:373d07ea7ffa50ffc434d9ae7ae84f955d1bc915996f7d7ba2b96003e16957e6 +size 31172 diff --git a/USPS/20250817-132419_USPS/weights/encoder_USPS.safetensors b/USPS/20250817-132419_USPS/weights/encoder_USPS.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..e3c7222193c5d5ca4c4d10a24e014ef20d1f9ddd --- /dev/null +++ b/USPS/20250817-132419_USPS/weights/encoder_USPS.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c5dc8ee109aa46d6b0b2d213dd849790ccaf56e0b24b14a39a001b27b4c65aed +size 1731664