ft-transformer best/last checkpoints (H200 optimized, large model)
Browse files
runs/20260123_ft_141apps_h200/last/ft_transformer_model_meta.json
ADDED
|
@@ -0,0 +1,747 @@
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|
| 1 |
+
{
|
| 2 |
+
"input_path": "app_classification/data/processed/141apps_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 |
+
"BGP",
|
| 11 |
+
"GTP",
|
| 12 |
+
"MDNS",
|
| 13 |
+
"MySQL",
|
| 14 |
+
"POP3",
|
| 15 |
+
"SMTPS",
|
| 16 |
+
"SOMEIP",
|
| 17 |
+
"UPnP",
|
| 18 |
+
"Zoom",
|
| 19 |
+
"eDonkey"
|
| 20 |
+
],
|
| 21 |
+
"dropped_rows": 10,
|
| 22 |
+
"n_blocks": 6,
|
| 23 |
+
"d_block": 512,
|
| 24 |
+
"attention_n_heads": 8,
|
| 25 |
+
"attention_dropout": 0.2,
|
| 26 |
+
"ffn_dropout": 0.1,
|
| 27 |
+
"residual_dropout": 0.0,
|
| 28 |
+
"ffn_d_hidden_multiplier": 2.0,
|
| 29 |
+
"n_epochs": 100,
|
| 30 |
+
"patience": 12,
|
| 31 |
+
"batch_size": 4096,
|
| 32 |
+
"lr": 0.001,
|
| 33 |
+
"weight_decay": 0.0001,
|
| 34 |
+
"device": "cuda",
|
| 35 |
+
"class_weight": {
|
| 36 |
+
"mode": "none",
|
| 37 |
+
"values": null
|
| 38 |
+
},
|
| 39 |
+
"max_train_seconds": 36000.0,
|
| 40 |
+
"feature_cols": [
|
| 41 |
+
"src_ip_numeric",
|
| 42 |
+
"src_port",
|
| 43 |
+
"dst_port",
|
| 44 |
+
"proto",
|
| 45 |
+
"pktTotalCount",
|
| 46 |
+
"octetTotalCount",
|
| 47 |
+
"min_ps",
|
| 48 |
+
"max_ps",
|
| 49 |
+
"avg_ps",
|
| 50 |
+
"std_dev_ps",
|
| 51 |
+
"min_piat",
|
| 52 |
+
"max_piat",
|
| 53 |
+
"avg_piat",
|
| 54 |
+
"std_dev_piat",
|
| 55 |
+
"f_pktTotalCount",
|
| 56 |
+
"f_octetTotalCount",
|
| 57 |
+
"f_min_ps",
|
| 58 |
+
"f_max_ps",
|
| 59 |
+
"f_avg_ps",
|
| 60 |
+
"f_std_dev_ps",
|
| 61 |
+
"f_min_piat",
|
| 62 |
+
"f_max_piat",
|
| 63 |
+
"f_avg_piat",
|
| 64 |
+
"f_std_dev_piat",
|
| 65 |
+
"b_pktTotalCount",
|
| 66 |
+
"b_octetTotalCount",
|
| 67 |
+
"b_min_ps",
|
| 68 |
+
"b_max_ps",
|
| 69 |
+
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