diff --git a/pentachora-adaptive-encoded/BreastMNIST/20250817-065314/README.md b/pentachora-adaptive-encoded/BreastMNIST/20250817-065314/README.md new file mode 100644 index 0000000000000000000000000000000000000000..f82bea4039dca84fec3df31582f0a28c6bdf6f79 --- /dev/null +++ b/pentachora-adaptive-encoded/BreastMNIST/20250817-065314/README.md @@ -0,0 +1,13 @@ +# Pentachora Adaptive Encoded — 20250817-065314 + +This folder is an immutable snapshot of training artifacts. + +**Contents** +- `weights/*.safetensors` — encoder, constellation, diagnostic head +- `config.json` — full run configuration +- `manifest.json` — environment + model sizes + dataset +- `history.json` / `history.csv` — per-epoch metrics +- `tensorboard/` + `tensorboard_events.zip` — raw TB event files ("the tensorflow") +- `accuracy_plot.png` (if available) +- `best_confusion_matrix_epoch_*.png` (if available) +- `debug.txt` — quick human-readable summary diff --git a/pentachora-adaptive-encoded/BreastMNIST/20250817-065314/accuracy_plot.png b/pentachora-adaptive-encoded/BreastMNIST/20250817-065314/accuracy_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..1f5b5f74a56a6096bf2615996dd277afb3d164a3 Binary files /dev/null and b/pentachora-adaptive-encoded/BreastMNIST/20250817-065314/accuracy_plot.png differ diff --git a/pentachora-adaptive-encoded/BreastMNIST/20250817-065314/best_confusion_matrix_epoch_1.png b/pentachora-adaptive-encoded/BreastMNIST/20250817-065314/best_confusion_matrix_epoch_1.png new file mode 100644 index 0000000000000000000000000000000000000000..f02be44482fe117b326916fef03b65d0ba4be213 Binary files /dev/null and b/pentachora-adaptive-encoded/BreastMNIST/20250817-065314/best_confusion_matrix_epoch_1.png differ diff --git a/pentachora-adaptive-encoded/BreastMNIST/20250817-065314/config.json b/pentachora-adaptive-encoded/BreastMNIST/20250817-065314/config.json new file mode 100644 index 0000000000000000000000000000000000000000..5d893986ad28bb265fc886b7d8ae1ab910b10903 --- /dev/null +++ b/pentachora-adaptive-encoded/BreastMNIST/20250817-065314/config.json @@ -0,0 +1,15 @@ +{ + "base_dim": 256, + "batch_size": 128, + "epochs": 50, + "hf_repo_id": "AbstractPhil/pentachora-frequency-encoded", + "input_dim": 64, + "lambda_separation": 0.29514, + "loss_weight_scalar": 0.05, + "lr": 0.0001, + "num_classes": 2, + "num_heads": 8, + "num_pentachoron_pairs": 1, + "temp": 0.70486, + "weight_decay": 1e-05 +} \ No newline at end of file diff --git a/pentachora-adaptive-encoded/BreastMNIST/20250817-065314/debug.txt b/pentachora-adaptive-encoded/BreastMNIST/20250817-065314/debug.txt new file mode 100644 index 0000000000000000000000000000000000000000..376ad2dd25049ece99d74d761b9827225844e87f --- /dev/null +++ b/pentachora-adaptive-encoded/BreastMNIST/20250817-065314/debug.txt @@ -0,0 +1,8 @@ +==== DEBUG INFO ==== +Timestamp: 20250817-065314 +Repo: AbstractPhil/pentachora-frequency-encoded +Device: cuda +Encoder params: 2270024 +Constellation params: 299309 +Diagnostic head params: 33281 +Best test accuracy: 0.730769 diff --git a/pentachora-adaptive-encoded/BreastMNIST/20250817-065314/history.csv b/pentachora-adaptive-encoded/BreastMNIST/20250817-065314/history.csv new file mode 100644 index 0000000000000000000000000000000000000000..cf07b886baac246820ea2231283de074dc8e61de --- /dev/null +++ b/pentachora-adaptive-encoded/BreastMNIST/20250817-065314/history.csv @@ -0,0 +1,51 @@ +epoch,train_loss,train_acc,test_acc +1,2.125172245633471,0.684981684981685,0.7307692307692307 +2,1.809836134805784,0.6813186813186813,0.7307692307692307 +3,1.6188908313220238,0.6648351648351648,0.7307692307692307 +4,1.4850726904886546,0.663003663003663,0.7307692307692307 +5,1.3952803664155058,0.6465201465201466,0.7307692307692307 +6,1.3301716584425707,0.6465201465201466,0.7307692307692307 +7,1.2786490816773075,0.6648351648351648,0.7307692307692307 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b/pentachora-adaptive-encoded/BreastMNIST/20250817-065416/README.md @@ -0,0 +1,13 @@ +# Pentachora Adaptive Encoded — 20250817-065416 + +This folder is an immutable snapshot of training artifacts. + +**Contents** +- `weights/*.safetensors` — encoder, constellation, diagnostic head +- `config.json` — full run configuration +- `manifest.json` — environment + model sizes + dataset +- `history.json` / `history.csv` — per-epoch metrics +- `tensorboard/` + `tensorboard_events.zip` — raw TB event files ("the tensorflow") +- `accuracy_plot.png` (if available) +- `best_confusion_matrix_epoch_*.png` (if available) +- `debug.txt` — quick human-readable summary diff --git a/pentachora-adaptive-encoded/BreastMNIST/20250817-065416/accuracy_plot.png b/pentachora-adaptive-encoded/BreastMNIST/20250817-065416/accuracy_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..6540ded057d3690e450f5c3eed85ec71b2e1f6da Binary files /dev/null and b/pentachora-adaptive-encoded/BreastMNIST/20250817-065416/accuracy_plot.png differ diff --git a/pentachora-adaptive-encoded/BreastMNIST/20250817-065416/best_confusion_matrix_epoch_50.png b/pentachora-adaptive-encoded/BreastMNIST/20250817-065416/best_confusion_matrix_epoch_50.png new file mode 100644 index 0000000000000000000000000000000000000000..578af58ef5ceef6ec86af4c1e6d2c30181eb506f Binary files /dev/null and b/pentachora-adaptive-encoded/BreastMNIST/20250817-065416/best_confusion_matrix_epoch_50.png differ diff --git a/pentachora-adaptive-encoded/BreastMNIST/20250817-065416/config.json b/pentachora-adaptive-encoded/BreastMNIST/20250817-065416/config.json new file mode 100644 index 0000000000000000000000000000000000000000..39bf039e271545be0e4a42c0a4932305bbc29456 --- /dev/null +++ b/pentachora-adaptive-encoded/BreastMNIST/20250817-065416/config.json @@ -0,0 +1,15 @@ +{ + "base_dim": 256, + "batch_size": 32, + "epochs": 50, + "hf_repo_id": "AbstractPhil/pentachora-frequency-encoded", + "input_dim": 64, + "lambda_separation": 0.29514, + "loss_weight_scalar": 0.05, + "lr": 0.0001, + "num_classes": 2, + "num_heads": 8, + "num_pentachoron_pairs": 1, + "temp": 0.70486, + "weight_decay": 1e-05 +} \ No newline at end of file diff --git a/pentachora-adaptive-encoded/BreastMNIST/20250817-065416/debug.txt b/pentachora-adaptive-encoded/BreastMNIST/20250817-065416/debug.txt new file mode 100644 index 0000000000000000000000000000000000000000..3dcca7adab249d391809f18805096a81ba19c23e --- /dev/null +++ b/pentachora-adaptive-encoded/BreastMNIST/20250817-065416/debug.txt @@ -0,0 +1,8 @@ +==== DEBUG INFO ==== +Timestamp: 20250817-065416 +Repo: AbstractPhil/pentachora-frequency-encoded +Device: cuda +Encoder params: 2270024 +Constellation params: 299309 +Diagnostic head params: 33281 +Best test accuracy: 0.852564 diff --git a/pentachora-adaptive-encoded/BreastMNIST/20250817-065416/history.csv 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b/pentachora-adaptive-encoded/OrganAMNIST/20250817-065813/README.md new file mode 100644 index 0000000000000000000000000000000000000000..0d4248931c87a9fa427cde20317723e287b8805a --- /dev/null +++ b/pentachora-adaptive-encoded/OrganAMNIST/20250817-065813/README.md @@ -0,0 +1,13 @@ +# Pentachora Adaptive Encoded — 20250817-065813 + +This folder is an immutable snapshot of training artifacts. + +**Contents** +- `weights/*.safetensors` — encoder, constellation, diagnostic head +- `config.json` — full run configuration +- `manifest.json` — environment + model sizes + dataset +- `history.json` / `history.csv` — per-epoch metrics +- `tensorboard/` + `tensorboard_events.zip` — raw TB event files ("the tensorflow") +- `accuracy_plot.png` (if available) +- `best_confusion_matrix_epoch_*.png` (if available) +- `debug.txt` — quick human-readable summary diff --git a/pentachora-adaptive-encoded/OrganAMNIST/20250817-065813/accuracy_plot.png 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newline at end of file diff --git a/pentachora-adaptive-encoded/OrganAMNIST/20250817-065813/debug.txt b/pentachora-adaptive-encoded/OrganAMNIST/20250817-065813/debug.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2cfa83e79503247d5fe662f900947b28a0dfeca --- /dev/null +++ b/pentachora-adaptive-encoded/OrganAMNIST/20250817-065813/debug.txt @@ -0,0 +1,8 @@ +==== DEBUG INFO ==== +Timestamp: 20250817-065813 +Repo: AbstractPhil/pentachora-frequency-encoded +Device: cuda +Encoder params: 2270024 +Constellation params: 304967 +Diagnostic head params: 33281 +Best test accuracy: 0.829396 diff --git a/pentachora-adaptive-encoded/OrganAMNIST/20250817-065813/history.csv b/pentachora-adaptive-encoded/OrganAMNIST/20250817-065813/history.csv new file mode 100644 index 0000000000000000000000000000000000000000..e3fec5adb5bbdad688b5ec65528dee461048fe23 --- /dev/null +++ b/pentachora-adaptive-encoded/OrganAMNIST/20250817-065813/history.csv @@ -0,0 +1,51 @@ 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https://git-lfs.github.com/spec/v1 +oid sha256:cd45596dd7ac7835d94c42f3708f76b6ca9e8dd51824791cb9f6a33861e90121 +size 9098220 diff --git a/pentachora-adaptive-encoded/OrganAMNIST/20250817-070206/README.md b/pentachora-adaptive-encoded/OrganAMNIST/20250817-070206/README.md new file mode 100644 index 0000000000000000000000000000000000000000..9b250578a24e46656c52e37b1c531692a7836319 --- /dev/null +++ b/pentachora-adaptive-encoded/OrganAMNIST/20250817-070206/README.md @@ -0,0 +1,13 @@ +# Pentachora Adaptive Encoded — 20250817-070206 + +This folder is an immutable snapshot of training artifacts. + +**Contents** +- `weights/*.safetensors` — encoder, constellation, diagnostic head +- `config.json` — full run configuration +- `manifest.json` — environment + model sizes + dataset +- `history.json` / `history.csv` — per-epoch metrics +- `tensorboard/` + `tensorboard_events.zip` — raw TB event files ("the tensorflow") +- `accuracy_plot.png` (if available) +- `best_confusion_matrix_epoch_*.png` (if available) +- `debug.txt` — quick human-readable summary diff --git a/pentachora-adaptive-encoded/OrganAMNIST/20250817-070206/accuracy_plot.png b/pentachora-adaptive-encoded/OrganAMNIST/20250817-070206/accuracy_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..1514d85aba40568581bcdb100c90e59032f8535c Binary files /dev/null and b/pentachora-adaptive-encoded/OrganAMNIST/20250817-070206/accuracy_plot.png differ diff --git a/pentachora-adaptive-encoded/OrganAMNIST/20250817-070206/config.json b/pentachora-adaptive-encoded/OrganAMNIST/20250817-070206/config.json new file mode 100644 index 0000000000000000000000000000000000000000..dfa9fc045581e3443e6be49ab0454d599ceb86ba --- /dev/null +++ b/pentachora-adaptive-encoded/OrganAMNIST/20250817-070206/config.json @@ -0,0 +1,15 @@ +{ + "base_dim": 256, + "batch_size": 1024, + "epochs": 50, + "hf_repo_id": "AbstractPhil/pentachora-frequency-encoded", + "input_dim": 64, + "lambda_separation": 0.29514, + "loss_weight_scalar": 0.05, + "lr": 0.1, + "num_classes": 11, + "num_heads": 4, + "num_pentachoron_pairs": 1, + "temp": 0.70486, + "weight_decay": 1e-05 +} \ No newline at end of file diff --git a/pentachora-adaptive-encoded/OrganAMNIST/20250817-070206/debug.txt b/pentachora-adaptive-encoded/OrganAMNIST/20250817-070206/debug.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc41dff8df28cd8d36b64d652924641124d15dfc --- /dev/null +++ b/pentachora-adaptive-encoded/OrganAMNIST/20250817-070206/debug.txt @@ -0,0 +1,8 @@ +==== DEBUG INFO ==== +Timestamp: 20250817-070206 +Repo: AbstractPhil/pentachora-frequency-encoded +Device: cuda +Encoder params: 2270024 +Constellation params: 302153 +Diagnostic head params: 33281 +Best test accuracy: 0.888514 diff --git a/pentachora-adaptive-encoded/OrganAMNIST/20250817-070206/history.csv b/pentachora-adaptive-encoded/OrganAMNIST/20250817-070206/history.csv new file mode 100644 index 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a/pentachora-adaptive-encoded/OrganAMNIST/20250817-070206/weights/encoder.safetensors b/pentachora-adaptive-encoded/OrganAMNIST/20250817-070206/weights/encoder.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..b8a1a118577352d4a71bce1ba7e76af93a47f14d --- /dev/null +++ b/pentachora-adaptive-encoded/OrganAMNIST/20250817-070206/weights/encoder.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:00742a2025f8a461366b89ffe6e40a606e91aee2015ff8896a12b3e44b692cdc +size 9098220 diff --git a/pentachora-adaptive-encoded/OrganCMNIST/20250817-070458/README.md b/pentachora-adaptive-encoded/OrganCMNIST/20250817-070458/README.md new file mode 100644 index 0000000000000000000000000000000000000000..4b23079e7b2b17456bc420bcbde2d1a8fc4b47a7 --- /dev/null +++ b/pentachora-adaptive-encoded/OrganCMNIST/20250817-070458/README.md @@ -0,0 +1,13 @@ +# Pentachora Adaptive Encoded — 20250817-070458 + +This folder is an immutable snapshot of training artifacts. + +**Contents** +- `weights/*.safetensors` — encoder, constellation, diagnostic head +- `config.json` — full run configuration +- `manifest.json` — environment + model sizes + dataset +- `history.json` / `history.csv` — per-epoch metrics +- `tensorboard/` + `tensorboard_events.zip` — raw TB event files ("the tensorflow") +- `accuracy_plot.png` (if available) +- `best_confusion_matrix_epoch_*.png` (if available) +- `debug.txt` — quick human-readable summary diff --git a/pentachora-adaptive-encoded/OrganCMNIST/20250817-070458/accuracy_plot.png b/pentachora-adaptive-encoded/OrganCMNIST/20250817-070458/accuracy_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..130c91c75d1188e64ba0f47baaefd0c1caa0626d Binary files /dev/null and b/pentachora-adaptive-encoded/OrganCMNIST/20250817-070458/accuracy_plot.png differ diff --git a/pentachora-adaptive-encoded/OrganCMNIST/20250817-070458/config.json b/pentachora-adaptive-encoded/OrganCMNIST/20250817-070458/config.json new file mode 100644 index 0000000000000000000000000000000000000000..dfa9fc045581e3443e6be49ab0454d599ceb86ba --- /dev/null +++ b/pentachora-adaptive-encoded/OrganCMNIST/20250817-070458/config.json @@ -0,0 +1,15 @@ +{ + "base_dim": 256, + "batch_size": 1024, + "epochs": 50, + "hf_repo_id": "AbstractPhil/pentachora-frequency-encoded", + "input_dim": 64, + "lambda_separation": 0.29514, + "loss_weight_scalar": 0.05, + "lr": 0.1, + "num_classes": 11, + "num_heads": 4, + "num_pentachoron_pairs": 1, + "temp": 0.70486, + "weight_decay": 1e-05 +} \ No newline at end of file diff --git a/pentachora-adaptive-encoded/OrganCMNIST/20250817-070458/debug.txt b/pentachora-adaptive-encoded/OrganCMNIST/20250817-070458/debug.txt new file mode 100644 index 0000000000000000000000000000000000000000..30b49947ad11ac84e813b22fddc943fdcd616136 --- /dev/null +++ b/pentachora-adaptive-encoded/OrganCMNIST/20250817-070458/debug.txt @@ -0,0 +1,8 @@ +==== DEBUG INFO ==== +Timestamp: 20250817-070458 +Repo: AbstractPhil/pentachora-frequency-encoded +Device: cuda +Encoder params: 2270024 +Constellation params: 302153 +Diagnostic head params: 33281 +Best test accuracy: 0.883155 diff --git a/pentachora-adaptive-encoded/OrganCMNIST/20250817-070458/history.csv b/pentachora-adaptive-encoded/OrganCMNIST/20250817-070458/history.csv new file mode 100644 index 0000000000000000000000000000000000000000..2a926e71bda1f4c1873c64318bec2d9accef77e2 --- /dev/null +++ b/pentachora-adaptive-encoded/OrganCMNIST/20250817-070458/history.csv @@ -0,0 +1,51 @@ +epoch,train_loss,train_acc,test_acc +1,6.648331702531877,0.27815028901734107,0.07375851996105161 +2,1.7777513027834295,0.4823121387283237,0.23941090555014605 +3,1.316262477091971,0.6682080924855491,0.28407984420642646 +4,1.0144831915673493,0.7679383429672447,0.34092015579357354 +5,0.8475121556173629,0.8292870905587668,0.36441090555014605 +6,0.7683645782994397,0.8625818882466282,0.6201314508276533 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b/pentachora-adaptive-encoded/OrganSMNIST/20250817-070803/debug.txt new file mode 100644 index 0000000000000000000000000000000000000000..a67890a43a1fec51280f057a6d59f61c772f7c35 --- /dev/null +++ b/pentachora-adaptive-encoded/OrganSMNIST/20250817-070803/debug.txt @@ -0,0 +1,8 @@ +==== DEBUG INFO ==== +Timestamp: 20250817-070803 +Repo: AbstractPhil/pentachora-frequency-encoded +Device: cuda +Encoder params: 2270024 +Constellation params: 302153 +Diagnostic head params: 33281 +Best test accuracy: 0.746120 diff --git a/pentachora-adaptive-encoded/OrganSMNIST/20250817-070803/history.csv b/pentachora-adaptive-encoded/OrganSMNIST/20250817-070803/history.csv new file mode 100644 index 0000000000000000000000000000000000000000..8dbe7c2de4f01dfe525e5fd7304b7eb888ee0f21 --- /dev/null +++ b/pentachora-adaptive-encoded/OrganSMNIST/20250817-070803/history.csv @@ -0,0 +1,51 @@ +epoch,train_loss,train_acc,test_acc +1,6.6252623085588205,0.3306775768016078,0.05358558966806389 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https://git-lfs.github.com/spec/v1 +oid sha256:50576292aa9490b57d9a8f0597754500df38d71418057b8fb9af7504da5ba159 +size 9098220 diff --git a/pentachora-adaptive-encoded/RetinaMNIST/20250817-064852/README.md b/pentachora-adaptive-encoded/RetinaMNIST/20250817-064852/README.md new file mode 100644 index 0000000000000000000000000000000000000000..bba606ed1932178a5b089f64ac52c4e3b9669170 --- /dev/null +++ b/pentachora-adaptive-encoded/RetinaMNIST/20250817-064852/README.md @@ -0,0 +1,13 @@ +# Pentachora Adaptive Encoded — 20250817-064852 + +This folder is an immutable snapshot of training artifacts. + +**Contents** +- `weights/*.safetensors` — encoder, constellation, diagnostic head +- `config.json` — full run configuration +- `manifest.json` — environment + model sizes + dataset +- `history.json` / `history.csv` — per-epoch metrics +- `tensorboard/` + `tensorboard_events.zip` — raw TB event files ("the tensorflow") +- `accuracy_plot.png` (if available) +- `best_confusion_matrix_epoch_*.png` (if available) +- `debug.txt` — quick human-readable summary diff --git a/pentachora-adaptive-encoded/RetinaMNIST/20250817-064852/config.json b/pentachora-adaptive-encoded/RetinaMNIST/20250817-064852/config.json new file mode 100644 index 0000000000000000000000000000000000000000..b8e4ad8a74bc55521dee552da162e69074f1370d --- /dev/null +++ b/pentachora-adaptive-encoded/RetinaMNIST/20250817-064852/config.json @@ -0,0 +1,15 @@ +{ + "base_dim": 256, + "batch_size": 128, + "epochs": 50, + "hf_repo_id": "AbstractPhil/pentachora-frequency-encoded", + "input_dim": 64, + "lambda_separation": 0.29514, + "loss_weight_scalar": 0.2, + "lr": 0.01, + "num_classes": 5, + "num_heads": 8, + "num_pentachoron_pairs": 2, + "temp": 0.70486, + "weight_decay": 1e-05 +} \ No newline at end of file diff --git a/pentachora-adaptive-encoded/RetinaMNIST/20250817-064852/debug.txt b/pentachora-adaptive-encoded/RetinaMNIST/20250817-064852/debug.txt new file mode 100644 index 0000000000000000000000000000000000000000..08de50effa18426cd4bccbb4bcf1ba0e09447db3 --- /dev/null +++ b/pentachora-adaptive-encoded/RetinaMNIST/20250817-064852/debug.txt @@ -0,0 +1,8 @@ +==== DEBUG INFO ==== +Timestamp: 20250817-064852 +Repo: AbstractPhil/pentachora-frequency-encoded +Device: cuda +Encoder params: 2270024 +Constellation params: 302807 +Diagnostic head params: 33281 +Best test accuracy: 0.510000 diff --git a/pentachora-adaptive-encoded/RetinaMNIST/20250817-064852/history.csv b/pentachora-adaptive-encoded/RetinaMNIST/20250817-064852/history.csv new file mode 100644 index 0000000000000000000000000000000000000000..345deb29ee21254722925679d03f782e808867c7 --- /dev/null +++ b/pentachora-adaptive-encoded/RetinaMNIST/20250817-064852/history.csv @@ -0,0 +1,51 @@ +epoch,train_loss,train_acc,test_acc +1,2.773025145354094,0.375,0.435 +2,2.0596372154023914,0.4564814814814815,0.435 +3,1.8930558372426916,0.45,0.435 +4,1.8008606442698727,0.4638888888888889,0.435 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+26,1.4031971666547987,0.5601851851851852,0.47 +27,1.4180771306709008,0.5564814814814815,0.4675 +28,1.3425649095464636,0.5722222222222222,0.435 +29,1.3530911189538462,0.5787037037037037,0.405 +30,1.297375821184229,0.5953703703703703,0.48 +31,1.2946720935680247,0.5916666666666667,0.4375 +32,1.2733410376089591,0.6037037037037037,0.4475 +33,1.2614178834138092,0.600925925925926,0.435 +34,1.2336908207999335,0.6175925925925926,0.44 +35,1.2202870960588807,0.612037037037037,0.4525 +36,1.2100795207200228,0.6185185185185185,0.4175 +37,1.181739827438637,0.6527777777777778,0.455 +38,1.1918433675059565,0.6092592592592593,0.4425 +39,1.1600627766715155,0.6407407407407407,0.415 +40,1.1694182404765376,0.6370370370370371,0.42 +41,1.1318184225647538,0.6527777777777778,0.4525 +42,1.1220109833611382,0.6574074074074074,0.4525 +43,1.1228677917409826,0.6638888888888889,0.43 +44,1.121679354597021,0.6564814814814814,0.435 +45,1.0988357649909126,0.6574074074074074,0.44 +46,1.0943297977800723,0.6611111111111111,0.4225 +47,1.0962994072172376,0.6564814814814814,0.4325 +48,1.0781369571332577,0.6796296296296296,0.435 +49,1.0938539699271874,0.6861111111111111,0.43 +50,1.0880499265812063,0.6648148148148149,0.4325 diff --git a/pentachora-adaptive-encoded/RetinaMNIST/20250817-064852/history.json b/pentachora-adaptive-encoded/RetinaMNIST/20250817-064852/history.json new file mode 100644 index 0000000000000000000000000000000000000000..0315c7200d29050f136300adb802435e1bde9277 --- /dev/null +++ b/pentachora-adaptive-encoded/RetinaMNIST/20250817-064852/history.json @@ -0,0 +1,158 @@ +{ + "test_acc": [ + 0.435, + 0.435, + 0.435, + 0.435, + 0.435, + 0.4475, + 0.3925, + 0.48, + 0.49, + 0.4575, + 0.47, + 0.4925, + 0.4625, + 0.445, + 0.4325, + 0.46, + 0.475, + 0.4425, + 0.4375, + 0.44, + 0.51, + 0.4675, + 0.4525, + 0.4325, + 0.4475, + 0.47, + 0.4675, + 0.435, + 0.405, + 0.48, + 0.4375, + 0.4475, + 0.435, + 0.44, + 0.4525, + 0.4175, + 0.455, + 0.4425, + 0.415, + 0.42, + 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0.6638888888888889, + 0.6564814814814814, + 0.6574074074074074, + 0.6611111111111111, + 0.6564814814814814, + 0.6796296296296296, + 0.6861111111111111, + 0.6648148148148149 + ], + "train_loss": [ + 2.773025145354094, + 2.0596372154023914, + 1.8930558372426916, + 1.8008606442698727, + 1.7577390617794462, + 1.7250758020966142, + 1.6754916508992512, + 1.6605500168270535, + 1.6365053062085753, + 1.618380927156519, + 1.6162620350166603, + 1.599365786269859, + 1.6005467141116108, + 1.5517779791796649, + 1.5403963565826415, + 1.5285803379835905, + 1.5214510590941817, + 1.5153251162281742, + 1.524081626644841, + 1.499750680393643, + 1.4635972729435673, + 1.4577920887205336, + 1.4185497513523808, + 1.4116710406762583, + 1.3846131448392516, + 1.4031971666547987, + 1.4180771306709008, + 1.3425649095464636, + 1.3530911189538462, + 1.297375821184229, + 1.2946720935680247, + 1.2733410376089591, + 1.2614178834138092, + 1.2336908207999335, + 1.2202870960588807, + 1.2100795207200228, + 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a/pentachora-adaptive-encoded/RetinaMNIST/20250817-064852/weights/encoder.safetensors b/pentachora-adaptive-encoded/RetinaMNIST/20250817-064852/weights/encoder.safetensors new file mode 100644 index 0000000000000000000000000000000000000000..0fb6f283258e1abfca4e2826841f50426953a310 --- /dev/null +++ b/pentachora-adaptive-encoded/RetinaMNIST/20250817-064852/weights/encoder.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b6ae64aa7c5876c58c1e512fac358b2cdeb1810de65c469f1484c87f8567a21a +size 9098220 diff --git a/pentachora-adaptive-encoded/RetinaMNIST/20250817-065048/README.md b/pentachora-adaptive-encoded/RetinaMNIST/20250817-065048/README.md new file mode 100644 index 0000000000000000000000000000000000000000..e1d19ebfc7735458c2c696dd206f21d91f831ccc --- /dev/null +++ b/pentachora-adaptive-encoded/RetinaMNIST/20250817-065048/README.md @@ -0,0 +1,13 @@ +# Pentachora Adaptive Encoded — 20250817-065048 + +This folder is an immutable snapshot of training artifacts. + +**Contents** +- `weights/*.safetensors` — encoder, constellation, diagnostic head +- `config.json` — full run configuration +- `manifest.json` — environment + model sizes + dataset +- `history.json` / `history.csv` — per-epoch metrics +- `tensorboard/` + `tensorboard_events.zip` — raw TB event files ("the tensorflow") +- `accuracy_plot.png` (if available) +- `best_confusion_matrix_epoch_*.png` (if available) +- `debug.txt` — quick human-readable summary diff --git a/pentachora-adaptive-encoded/RetinaMNIST/20250817-065048/config.json b/pentachora-adaptive-encoded/RetinaMNIST/20250817-065048/config.json new file mode 100644 index 0000000000000000000000000000000000000000..aeb904b68d8cf3523cda3edee57806193a861cfb --- /dev/null +++ b/pentachora-adaptive-encoded/RetinaMNIST/20250817-065048/config.json @@ -0,0 +1,15 @@ +{ + "base_dim": 64, + "batch_size": 32, + "epochs": 50, + "hf_repo_id": "AbstractPhil/pentachora-frequency-encoded", + "input_dim": 64, + "lambda_separation": 0.29514, + "loss_weight_scalar": 0.2, + "lr": 0.0001, + "num_classes": 5, + "num_heads": 2, + "num_pentachoron_pairs": 1, + "temp": 0.70486, + "weight_decay": 1e-05 +} \ No newline at end of file diff --git a/pentachora-adaptive-encoded/RetinaMNIST/20250817-065048/debug.txt b/pentachora-adaptive-encoded/RetinaMNIST/20250817-065048/debug.txt new file mode 100644 index 0000000000000000000000000000000000000000..35a598e0f97e170860c718e02033156d4a1c4e34 --- /dev/null +++ b/pentachora-adaptive-encoded/RetinaMNIST/20250817-065048/debug.txt @@ -0,0 +1,8 @@ +==== DEBUG INFO ==== +Timestamp: 20250817-065048 +Repo: AbstractPhil/pentachora-frequency-encoded +Device: cuda +Encoder params: 288392 +Constellation params: 19865 +Diagnostic head params: 8705 +Best test accuracy: 0.480000 diff --git a/pentachora-adaptive-encoded/RetinaMNIST/20250817-065048/history.csv b/pentachora-adaptive-encoded/RetinaMNIST/20250817-065048/history.csv new file mode 100644 index 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b/pentachora-adaptive-encoded/RetinaMNIST/20250817-065154/README.md new file mode 100644 index 0000000000000000000000000000000000000000..3d58b741238280027b61229a6ace4d05f57118bc --- /dev/null +++ b/pentachora-adaptive-encoded/RetinaMNIST/20250817-065154/README.md @@ -0,0 +1,13 @@ +# Pentachora Adaptive Encoded — 20250817-065154 + +This folder is an immutable snapshot of training artifacts. + +**Contents** +- `weights/*.safetensors` — encoder, constellation, diagnostic head +- `config.json` — full run configuration +- `manifest.json` — environment + model sizes + dataset +- `history.json` / `history.csv` — per-epoch metrics +- `tensorboard/` + `tensorboard_events.zip` — raw TB event files ("the tensorflow") +- `accuracy_plot.png` (if available) +- `best_confusion_matrix_epoch_*.png` (if available) +- `debug.txt` — quick human-readable summary diff --git a/pentachora-adaptive-encoded/RetinaMNIST/20250817-065154/config.json b/pentachora-adaptive-encoded/RetinaMNIST/20250817-065154/config.json new file mode 100644 index 0000000000000000000000000000000000000000..f9301f49f6449a6c0427defc547fe32cf3f379b9 --- /dev/null +++ b/pentachora-adaptive-encoded/RetinaMNIST/20250817-065154/config.json @@ -0,0 +1,15 @@ +{ + "base_dim": 256, + "batch_size": 128, + "epochs": 50, + "hf_repo_id": "AbstractPhil/pentachora-frequency-encoded", + "input_dim": 64, + "lambda_separation": 0.29514, + "loss_weight_scalar": 0.2, + "lr": 0.0001, + "num_classes": 5, + "num_heads": 4, + "num_pentachoron_pairs": 1, + "temp": 0.70486, + "weight_decay": 1e-05 +} \ No newline at end of file diff --git a/pentachora-adaptive-encoded/RetinaMNIST/20250817-065154/debug.txt b/pentachora-adaptive-encoded/RetinaMNIST/20250817-065154/debug.txt new file mode 100644 index 0000000000000000000000000000000000000000..552a2d42d56a15bb9bc2bff197e1990f95cf4eff --- /dev/null +++ b/pentachora-adaptive-encoded/RetinaMNIST/20250817-065154/debug.txt @@ -0,0 +1,8 @@ +==== DEBUG INFO ==== +Timestamp: 20250817-065154 +Repo: AbstractPhil/pentachora-frequency-encoded +Device: cuda +Encoder params: 2270024 +Constellation params: 300185 +Diagnostic head params: 33281 +Best test accuracy: 0.432500 diff --git a/pentachora-adaptive-encoded/RetinaMNIST/20250817-065154/history.csv b/pentachora-adaptive-encoded/RetinaMNIST/20250817-065154/history.csv new file mode 100644 index 0000000000000000000000000000000000000000..6efcddefd955076c6d4f359dc4e9cb344de369f3 --- /dev/null +++ b/pentachora-adaptive-encoded/RetinaMNIST/20250817-065154/history.csv @@ -0,0 +1,51 @@ +epoch,train_loss,train_acc,test_acc +1,3.0666019139466463,0.19537037037037036,0.115 +2,2.696038489871555,0.24351851851851852,0.115 +3,2.5266752349005803,0.2638888888888889,0.115 +4,2.427245595720079,0.2953703703703704,0.215 +5,2.3772905985514323,0.30462962962962964,0.215 +6,2.3424341325406677,0.31666666666666665,0.1925 +7,2.320442807232892,0.33240740740740743,0.145 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file mode 100644 index 0000000000000000000000000000000000000000..3acc7759ad9f6adb928f606d3a86f3f8ad8bd325 --- /dev/null +++ b/pentachora-adaptive-encoded/RetinaMNIST/20250817-065154/weights/encoder.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d77951f943608d806b252f9d96b777200b0f111bf06b264db5b0f414c22b2712 +size 9098220 diff --git a/pentachora-adaptive-encoded/TissueMNIST/20250817-071747/README.md b/pentachora-adaptive-encoded/TissueMNIST/20250817-071747/README.md new file mode 100644 index 0000000000000000000000000000000000000000..6c7fd65e22752bc5d63c74004c05f7f894b94df1 --- /dev/null +++ b/pentachora-adaptive-encoded/TissueMNIST/20250817-071747/README.md @@ -0,0 +1,13 @@ +# Pentachora Adaptive Encoded — 20250817-071747 + +This folder is an immutable snapshot of training artifacts. + +**Contents** +- `weights/*.safetensors` — encoder, constellation, diagnostic head +- `config.json` — full run configuration +- `manifest.json` — environment + model sizes + dataset +- `history.json` / `history.csv` — per-epoch metrics +- `tensorboard/` + `tensorboard_events.zip` — raw TB event files ("the tensorflow") +- `accuracy_plot.png` (if available) +- `best_confusion_matrix_epoch_*.png` (if available) +- `debug.txt` — quick human-readable summary diff --git a/pentachora-adaptive-encoded/TissueMNIST/20250817-071747/config.json b/pentachora-adaptive-encoded/TissueMNIST/20250817-071747/config.json new file mode 100644 index 0000000000000000000000000000000000000000..c10ffe15e32e1a3075048ddd99d33727a76f3019 --- /dev/null +++ b/pentachora-adaptive-encoded/TissueMNIST/20250817-071747/config.json @@ -0,0 +1,15 @@ +{ + "base_dim": 256, + "batch_size": 1024, + "epochs": 50, + "hf_repo_id": "AbstractPhil/pentachora-frequency-encoded", + "input_dim": 64, + "lambda_separation": 0.29514, + "loss_weight_scalar": 0.05, + "lr": 0.1, + "num_classes": 8, + "num_heads": 4, + "num_pentachoron_pairs": 1, + "temp": 0.70486, + "weight_decay": 1e-05 +} \ No newline at end of file diff --git a/pentachora-adaptive-encoded/TissueMNIST/20250817-071747/debug.txt b/pentachora-adaptive-encoded/TissueMNIST/20250817-071747/debug.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8dd0f186a6b4c042037764e7a50399299d84c3a --- /dev/null +++ b/pentachora-adaptive-encoded/TissueMNIST/20250817-071747/debug.txt @@ -0,0 +1,8 @@ +==== DEBUG INFO ==== +Timestamp: 20250817-071747 +Repo: AbstractPhil/pentachora-frequency-encoded +Device: cuda +Encoder params: 2270024 +Constellation params: 301133 +Diagnostic head params: 33281 +Best test accuracy: 0.635618 diff --git a/pentachora-adaptive-encoded/TissueMNIST/20250817-071747/history.csv b/pentachora-adaptive-encoded/TissueMNIST/20250817-071747/history.csv new file mode 100644 index 0000000000000000000000000000000000000000..d6790e445c675b1d873797e0148e6b34e5f91dea --- /dev/null +++ b/pentachora-adaptive-encoded/TissueMNIST/20250817-071747/history.csv @@ -0,0 +1,51 @@ 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file mode 100644 index 0000000000000000000000000000000000000000..6e4aefd89b3e56b15b4d0e01dd3b06608da7ffa8 --- /dev/null +++ b/pentachora-adaptive-encoded/TissueMNIST/20250817-071747/weights/encoder.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1ce2eacc142738ff20678f8a360421de63e8c80faf373e16ccb592deb0a0ffc8 +size 9098220 diff --git a/pentachora-adaptive-encoded/TissueMNIST/20250817-073029/README.md b/pentachora-adaptive-encoded/TissueMNIST/20250817-073029/README.md new file mode 100644 index 0000000000000000000000000000000000000000..5f224893b9756b7041df17977cb4130d58dd1529 --- /dev/null +++ b/pentachora-adaptive-encoded/TissueMNIST/20250817-073029/README.md @@ -0,0 +1,13 @@ +# Pentachora Adaptive Encoded — 20250817-073029 + +This folder is an immutable snapshot of training artifacts. + +**Contents** +- `weights/*.safetensors` — encoder, constellation, diagnostic head +- `config.json` — full run configuration +- `manifest.json` — environment + model sizes + dataset +- `history.json` / `history.csv` — per-epoch metrics +- `tensorboard/` + `tensorboard_events.zip` — raw TB event files ("the tensorflow") +- `accuracy_plot.png` (if available) +- `best_confusion_matrix_epoch_*.png` (if available) +- `debug.txt` — quick human-readable summary diff --git a/pentachora-adaptive-encoded/TissueMNIST/20250817-073029/config.json b/pentachora-adaptive-encoded/TissueMNIST/20250817-073029/config.json new file mode 100644 index 0000000000000000000000000000000000000000..4f781de448d42e159a75ece57637854485bc40dc --- /dev/null +++ b/pentachora-adaptive-encoded/TissueMNIST/20250817-073029/config.json @@ -0,0 +1,15 @@ +{ + "base_dim": 512, + "batch_size": 4096, + "epochs": 50, + "hf_repo_id": "AbstractPhil/pentachora-frequency-encoded", + "input_dim": 64, + "lambda_separation": 0.29514, + "loss_weight_scalar": 0.2, + "lr": 0.01, + "num_classes": 8, + "num_heads": 4, + "num_pentachoron_pairs": 4, + "temp": 0.70486, + "weight_decay": 1e-05 +} \ No newline at end of file diff --git a/pentachora-adaptive-encoded/TissueMNIST/20250817-073029/debug.txt b/pentachora-adaptive-encoded/TissueMNIST/20250817-073029/debug.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee8d7910800637e54e41da6adbc48512afacd9bd --- /dev/null +++ b/pentachora-adaptive-encoded/TissueMNIST/20250817-073029/debug.txt @@ -0,0 +1,8 @@ +==== DEBUG INFO ==== +Timestamp: 20250817-073029 +Repo: AbstractPhil/pentachora-frequency-encoded +Device: cuda +Encoder params: 7550024 +Constellation params: 1207537 +Diagnostic head params: 66049 +Best test accuracy: 0.606747 diff --git a/pentachora-adaptive-encoded/TissueMNIST/20250817-073029/history.csv b/pentachora-adaptive-encoded/TissueMNIST/20250817-073029/history.csv new file mode 100644 index 0000000000000000000000000000000000000000..49c3b34006d6b0b36277e7af8e7bef0a8b0c907a --- /dev/null +++ b/pentachora-adaptive-encoded/TissueMNIST/20250817-073029/history.csv @@ -0,0 +1,51 @@ 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