gfm-sc80: config.json

gfm-sc80/config.json

@@ -0,0 +1,342 @@
+{
+  "model_type": "EventGraphFM_GPS",
+  "task": "causal next-activity + next-resource pretraining (graph)",
+  "corpus": "corpus v4: 18 real + 300 synthetic logs; 308 seen logs + UNK",
+  "n_act": 777,
+  "n_res": 2740,
+  "n_logs": 321,
+  "n_classes": 777,
+  "d_model": 768,
+  "n_layers": 12,
+  "n_heads": 8,
+  "dropout": 0.1,
+  "edge_dim": 2,
+  "num_dim": 7,
+  "params_millions": 88.11,
+  "seen_logs": [
+    "bpi2012",
+    "bpi2017",
+    "bpi2013_incidents",
+    "bpi2013_closed",
+    "bpi2013_open",
+    "bpi2020_intl",
+    "bpi2020_dom",
+    "bpi2020_prepaid",
+    "bpi2020_rfp",
+    "sepsis",
+    "helpdesk",
+    "bpi2019",
+    "bpi2018",
+    "bpi2014",
+    "bpi2015_2",
+    "bpi2015_3",
+    "bpi2015_4",
+    "bpi2015_5",
+    "gmx2_01",
+    "gmx2_02",
+    "gmx2_03",
+    "gmx2_04",
+    "gmx2_05",
+    "gmx2_06",
+    "gmx2_07",
+    "gmx2_08",
+    "gmx2_09",
+    "gmx2_10",
+    "gmx2_11",
+    "gmx2_12",
+    "gmx2_13",
+    "gmx2_14",
+    "gmx2_15",
+    "gmx2_16",
+    "gmx2_17",
+    "gmx2_18",
+    "gmx2_19",
+    "gmx2_20",
+    "gmx2_21",
+    "gmx2_22",
+    "gmx2_23",
+    "gmx2_24",
+    "gmx2_25",
+    "gmx2_26",
+    "gmx2_27",
+    "gmx2_28",
+    "gmx2_29",
+    "gmx2_30",
+    "gmx3_001",
+    "gmx3_002",
+    "gmx3_003",
+    "gmx3_004",
+    "gmx3_005",
+    "gmx3_006",
+    "gmx3_007",
+    "gmx3_008",
+    "gmx3_009",
+    "gmx3_010",
+    "gmx3_011",
+    "gmx3_012",
+    "gmx3_013",
+    "gmx3_014",
+    "gmx3_015",
+    "gmx3_016",
+    "gmx3_017",
+    "gmx3_018",
+    "gmx3_019",
+    "gmx3_020",
+    "gmx3_021",
+    "gmx3_022",
+    "gmx3_023",
+    "gmx3_024",
+    "gmx3_025",
+    "gmx3_026",
+    "gmx3_027",
+    "gmx3_028",
+    "gmx3_029",
+    "gmx3_030",
+    "gmx3_031",
+    "gmx3_032",
+    "gmx3_033",
+    "gmx3_034",
+    "gmx3_035",
+    "gmx3_036",
+    "gmx3_037",
+    "gmx3_038",
+    "gmx3_039",
+    "gmx3_040",
+    "gmx3_041",
+    "gmx3_042",
+    "gmx3_043",
+    "gmx3_044",
+    "gmx3_045",
+    "gmx3_046",
+    "gmx3_047",
+    "gmx3_048",
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+    "gmx3_050",
+    "gmx3_051",
+    "gmx3_052",
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+    "gmx3_083",
+    "gmx3_084",
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+    "gmx3_218",
+    "gmx3_219",
+    "gmx3_220",
+    "gmx3_221",
+    "gmx3_222",
+    "gmx3_223",
+    "gmx3_224",
+    "gmx3_225",
+    "gmx3_226",
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+  ],
+  "best": {
+    "val_loss": 1.907766743478866,
+    "val_act_acc": 0.6016636733150581,
+    "epoch": 18
+  },
+  "id_dropout": 0.15,
+  "log_dropout": 0.15,
+  "log_unk": true,
+  "metrics": {
+    "val_act_acc": 0.6017,
+    "zero_shot_acc": 0.3226,
+    "zero_shot_acc_unseen_to_unk": 0.2975,
+    "ft_test_acc": 0.4354,
+    "ft_top3": 0.6018,
+    "ft_macro_f1": 0.1945
+  }
+}