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NimrahMustafa

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May 15, 2024

e0b8747 · May 15, 2024

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ExpSettings_GAT(E).csv

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1	expId	arch	numRuns	dataset	dataTransform	numLayers	hiddenDim	attnHeads	activation	weightSharing	optimizer	maxEpochs	initialLR	lrDecayFactor	lrDecayPatience	attnDropout	wghtDecay	initScheme	scalScheme	scalHP	useIdMap	useResLin	mulLastAttHead	initA1	initA2	linWghtSharing	bias	linLastLayer	hasOmega	omegaInitVal	linAggrSharing	Note
2	1	GATE	5	Syn_21		1	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	0	0	0	0	1	1
3	2	GATE	5	Syn_21		2	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	0	0	0	0	1	1
4	3	GATE	5	Syn_21		3	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	0	0	0	0	1	1
5	4	GATE	5	Syn_22		2	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	0	0	0	0	1	1
6	5	GATE	5	Syn_22		3	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	0	0	0	0	1	1
7	6	GATE	5	Syn_22		4	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	0	0	0	0	1	1
8	7	GATE	5	Syn_23		3	256	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	0	0	0	0	1	1
9	8	GATE	5	Syn_23		4	256	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	0	0	0	0	1	1
10	9	GATE	5	Syn_23		5	256	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	0	0	0	0	1	1
11	10	GATE	5	Syn_24		1	64	1	relu	0	Adam	10000	0.005	1		0	0	XavierN			0	0		0	0	0	0	0	0	1	1
12	11	GATE	5	Syn_24		2	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	0	0	0	0	1	1
13	12	GATE	5	Syn_24		5	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	0	0	0	0	1	1
14	13	GATE	5	Syn_25		1	64	1	relu	0	Adam	10000	0.005	1		0	0	XavierN			0	0		0	0	0	0	0	0	1	1
15	14	GATE	5	Syn_25		2	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	0	0	0	0	1	1
16	15	GATE	5	Syn_25		5	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	0	0	0	0	1	1
17	16	GATE	5	Syn_26		1	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	0	0	0	0	1	1
18	17	GATE	5	Syn_26		2	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	0	0	0	0	1	1
19	18	GATE	5	Syn_26		5	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	0	0	0	0	1	1
20	19	GATE	5	Syn_27		1	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	0	0	0	0	1	1
21	20	GATE	5	Syn_27		2	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	0	0	0	0	1	1
22	21	GATE	5	Syn_27		5	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	0	0	0	0	1	1
23	22	GAT	5	Syn_21		1	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
24	23	GAT	5	Syn_21		2	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
25	24	GAT	5	Syn_21		3	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
26	25	GAT	5	Syn_22		2	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
27	26	GAT	5	Syn_22		3	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
28	27	GAT	5	Syn_22		4	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
29	28	GAT	5	Syn_23		3	256	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
30	29	GAT	5	Syn_23		4	256	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
31	30	GAT	5	Syn_23		5	256	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
32	31	GAT	5	Syn_24		1	64	1	relu	0	Adam	10000	0.005	1		0	0	XavierN			0	0		XavN		1	0	0	0	1	1
33	32	GAT	5	Syn_24		2	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
34	33	GAT	5	Syn_24		5	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
35	34	GAT	5	Syn_25		1	64	1	relu	0	Adam	10000	0.005	1		0	0	XavierN			0	0		XavN		1	0	0	0	1	1
36	35	GAT	5	Syn_25		2	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
37	36	GAT	5	Syn_25		5	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
38	37	GAT	5	Syn_26		1	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
39	38	GAT	5	Syn_26		2	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
40	39	GAT	5	Syn_26		5	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
41	40	GAT	5	Syn_27		1	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
42	41	GAT	5	Syn_27		2	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
43	42	GAT	5	Syn_27		5	64	1	relu	0	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
44	43	GATE_S	5	Syn_21		1	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
45	44	GATE_S	5	Syn_21		2	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
46	45	GATE_S	5	Syn_21		3	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
47	46	GATE_S	5	Syn_22		2	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
48	47	GATE_S	5	Syn_22		3	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
49	48	GATE_S	5	Syn_22		4	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
50	49	GATE_S	5	Syn_23		3	256	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
51	50	GATE_S	5	Syn_23		4	256	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
52	51	GATE_S	5	Syn_23		5	256	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
53	52	GATE_S	5	Syn_24		1	64	1	relu	1	Adam	10000	0.005	1		0	0	XavierN			0	0		0	0	1	0	0	0	1	1
54	53	GATE_S	5	Syn_24		2	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
55	54	GATE_S	5	Syn_24		5	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
56	55	GATE_S	5	Syn_25		1	64	1	relu	1	Adam	10000	0.005	1		0	0	XavierN			0	0		0	0	1	0	0	0	1	1
57	56	GATE_S	5	Syn_25		2	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
58	57	GATE_S	5	Syn_25		5	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
59	58	GATE_S	5	Syn_26		1	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
60	59	GATE_S	5	Syn_26		2	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
61	60	GATE_S	5	Syn_26		5	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
62	61	GATE_S	5	Syn_27		1	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
63	62	GATE_S	5	Syn_27		2	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
64	63	GATE_S	5	Syn_27		5	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
65	64	GAT_S	5	Syn_21		1	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
66	65	GAT_S	5	Syn_21		2	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
67	66	GAT_S	5	Syn_21		3	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
68	67	GAT_S	5	Syn_22		2	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
69	68	GAT_S	5	Syn_22		3	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
70	69	GAT_S	5	Syn_22		4	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
71	70	GAT_S	5	Syn_23		3	256	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
72	71	GAT_S	5	Syn_23		4	256	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
73	72	GAT_S	5	Syn_23		5	256	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
74	73	GAT_S	5	Syn_24		1	64	1	relu	1	Adam	10000	0.005	1		0	0	XavierN			0	0		XavN		1	0	0	0	1	1
75	74	GAT_S	5	Syn_24		2	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
76	75	GAT_S	5	Syn_24		5	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
77	76	GAT_S	5	Syn_25		1	64	1	relu	1	Adam	10000	0.005	1		0	0	XavierN			0	0		XavN		1	0	0	0	1	1
78	77	GAT_S	5	Syn_25		2	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
79	78	GAT_S	5	Syn_25		5	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
80	79	GAT_S	5	Syn_26		1	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
81	80	GAT_S	5	Syn_26		2	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
82	81	GAT_S	5	Syn_26		5	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
83	82	GAT_S	5	Syn_27		1	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
84	83	GAT_S	5	Syn_27		2	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
85	84	GAT_S	5	Syn_27		5	64	1	relu	1	Adam	10000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
86	85	GATE_S	1	Cora		2	64	1	relu	1	Adam	5000	0.005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
87	86	GATE_S	1	Cora		5	64	1	relu	1	Adam	5000	0.005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
88	87	GATE_S	1	Cora		10	64	1	relu	1	Adam	5000	0.0005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
89	88	GAT_S	1	Cora		2	64	1	relu	1	Adam	5000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
90	89	GAT_S	1	Cora		5	64	1	relu	1	Adam	5000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
91	90	GAT_S	1	Cora		10	64	1	relu	1	Adam	5000	0.0005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
92	91	GATE_S	1	Citeseer	removeIsolatedNodes	2	64	1	relu	1	Adam	5000	0.005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
93	92	GATE_S	1	Citeseer	removeIsolatedNodes	5	64	1	relu	1	Adam	5000	0.005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
94	93	GATE_S	1	Citeseer	removeIsolatedNodes	10	64	1	relu	1	Adam	5000	0.0001	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
95	94	GAT_S	1	Citeseer	removeIsolatedNodes	2	64	1	relu	1	Adam	5000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
96	95	GAT_S	1	Citeseer	removeIsolatedNodes	5	64	1	relu	1	Adam	5000	0.005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
97	96	GAT_S	1	Citeseer	removeIsolatedNodes	10	64	1	relu	1	Adam	5000	0.0001	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
98	97	GATE_S	1	Cora		20	64	1	relu	1	Adam	5000	0.0005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
99	98	GAT_S	1	Cora		20	64	1	relu	1	Adam	5000	0.0005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
100	99	GATE_S	1	Citeseer	removeIsolatedNodes	20	64	1	relu	1	Adam	5000	0.0001	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
101	100	GAT_S	1	Citeseer	removeIsolatedNodes	20	64	1	relu	1	Adam	5000	0.0001	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
102	101	GATE_S	10	roman-empire		5	64	1	relu	1	Adam	5000	0.001	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
103	102	GATE_S	10	amazon-ratings		5	64	1	relu	1	Adam	5000	0.001	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
104	103	GATE_S	10	questions		5	64	1	relu	1	Adam	5000	0.001	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
105	104	GATE_S	10	minesweeper		5	64	1	relu	1	Adam	5000	0.001	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
106	105	GATE_S	10	tolokers		5	64	1	relu	1	Adam	5000	0.001	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
107	106	GATE_S	10	roman-empire		10	64	1	relu	1	Adam	5000	0.0005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
108	107	GATE_S	10	amazon-ratings		10	64	1	relu	1	Adam	5000	0.0005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
109	108	GATE_S	10	questions		10	64	1	relu	1	Adam	5000	0.0005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
110	109	GATE_S	10	minesweeper		10	64	1	relu	1	Adam	5000	0.0005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
111	110	GATE_S	10	tolokers		10	64	1	relu	1	Adam	5000	0.0005	1		0	0	LLortho			0	0		0	0	1	0	0	0	1	1
112	111	GAT_S	10	roman-empire		5	64	1	relu	1	Adam	5000	0.001	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
113	112	GAT_S	10	amazon-ratings		5	64	1	relu	1	Adam	5000	0.001	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
114	113	GAT_S	10	questions		5	64	1	relu	1	Adam	5000	0.001	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
115	114	GAT_S	10	minesweeper		5	64	1	relu	1	Adam	5000	0.001	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
116	115	GAT_S	10	tolokers		5	64	1	relu	1	Adam	5000	0.001	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
117	116	GAT_S	10	roman-empire		10	64	1	relu	1	Adam	5000	0.0005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
118	117	GAT_S	10	amazon-ratings		10	64	1	relu	1	Adam	5000	0.0005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
119	118	GAT_S	10	questions		10	64	1	relu	1	Adam	5000	0.0005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
120	119	GAT_S	10	minesweeper		10	64	1	relu	1	Adam	5000	0.0005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1
121	120	GAT_S	10	tolokers		10	64	1	relu	1	Adam	5000	0.0005	1		0	0	LLortho			0	0		XavN		1	0	0	0	1	1