ft-transformer best/last checkpoints
Browse files
runs/20260118_ft_87apps/last/ft_transformer_model_meta.json
ADDED
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@@ -0,0 +1,808 @@
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|
| 1 |
+
{
|
| 2 |
+
"input_path": "app_classification/data/processed/87apps_processed.parquet",
|
| 3 |
+
"target_col": "target",
|
| 4 |
+
"sample_rows": null,
|
| 5 |
+
"seed": 42,
|
| 6 |
+
"valid_size": 0.2,
|
| 7 |
+
"test_size": 0.2,
|
| 8 |
+
"min_class_count": 2,
|
| 9 |
+
"dropped_classes": [
|
| 10 |
+
"11",
|
| 11 |
+
"172",
|
| 12 |
+
"202"
|
| 13 |
+
],
|
| 14 |
+
"dropped_rows": 3,
|
| 15 |
+
"n_blocks": 6,
|
| 16 |
+
"d_block": 512,
|
| 17 |
+
"attention_n_heads": 8,
|
| 18 |
+
"attention_dropout": 0.1,
|
| 19 |
+
"ffn_dropout": 0.1,
|
| 20 |
+
"residual_dropout": 0.0,
|
| 21 |
+
"ffn_d_hidden_multiplier": 1.333,
|
| 22 |
+
"n_epochs": 60,
|
| 23 |
+
"patience": 6,
|
| 24 |
+
"batch_size": 2048,
|
| 25 |
+
"lr": 0.001,
|
| 26 |
+
"weight_decay": 1e-05,
|
| 27 |
+
"device": "cuda",
|
| 28 |
+
"class_weight": {
|
| 29 |
+
"mode": "none",
|
| 30 |
+
"values": null
|
| 31 |
+
},
|
| 32 |
+
"max_train_seconds": 36000.0,
|
| 33 |
+
"feature_cols": [
|
| 34 |
+
"Source.Port",
|
| 35 |
+
"Destination.Port",
|
| 36 |
+
"Protocol",
|
| 37 |
+
"Flow.Duration",
|
| 38 |
+
"Total.Fwd.Packets",
|
| 39 |
+
"Total.Backward.Packets",
|
| 40 |
+
"Total.Length.of.Fwd.Packets",
|
| 41 |
+
"Total.Length.of.Bwd.Packets",
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"37",
|
| 790 |
+
"40",
|
| 791 |
+
"48",
|
| 792 |
+
"5",
|
| 793 |
+
"51",
|
| 794 |
+
"60",
|
| 795 |
+
"64",
|
| 796 |
+
"67",
|
| 797 |
+
"68",
|
| 798 |
+
"69",
|
| 799 |
+
"7",
|
| 800 |
+
"70",
|
| 801 |
+
"81",
|
| 802 |
+
"85",
|
| 803 |
+
"9",
|
| 804 |
+
"91",
|
| 805 |
+
"92"
|
| 806 |
+
],
|
| 807 |
+
"checkpoint": "last"
|
| 808 |
+
}
|