Skip to content

Commit 10f2ce6

Browse files
committed
fix functions
1 parent a5952fb commit 10f2ce6

11 files changed

+232125
-919
lines changed

code/best_models.zip

8.22 KB
Binary file not shown.

code/data_generator.ipynb

Lines changed: 30 additions & 9 deletions
Large diffs are not rendered by default.

code/finding-best-models-gcn.ipynb

Lines changed: 9107 additions & 0 deletions
Large diffs are not rendered by default.

code/gcn-training.ipynb

Lines changed: 1448 additions & 828 deletions
Large diffs are not rendered by default.
-8.69 KB
Loading
-7.54 KB
Loading

code/logs.txt

Lines changed: 247 additions & 82 deletions
Original file line numberDiff line numberDiff line change
@@ -1,132 +1,297 @@
1-
normal/op_2_0: sep_conv_3x3
1+
normal/op_2_0: avg_pool_3x3
22
normal/input_2_0: [0]
3-
normal/op_2_1: avg_pool_3x3
3+
normal/op_2_1: dil_conv_3x3
44
normal/input_2_1: [1]
5-
normal/op_3_0: sep_conv_5x5
5+
normal/op_3_0: sep_conv_3x3
66
normal/input_3_0: [2]
7-
normal/op_3_1: max_pool_3x3
8-
normal/input_3_1: [1]
9-
normal/op_4_0: avg_pool_3x3
10-
normal/input_4_0: [1]
11-
normal/op_4_1: dil_conv_3x3
12-
normal/input_4_1: [2]
13-
normal/op_5_0: skip_connect
7+
normal/op_3_1: sep_conv_3x3
8+
normal/input_3_1: [0]
9+
normal/op_4_0: dil_conv_3x3
10+
normal/input_4_0: [3]
11+
normal/op_4_1: sep_conv_5x5
12+
normal/input_4_1: [1]
13+
normal/op_5_0: dil_conv_3x3
1414
normal/input_5_0: [0]
1515
normal/op_5_1: sep_conv_3x3
16-
normal/input_5_1: [4]
17-
reduce/op_2_0: dil_conv_3x3
16+
normal/input_5_1: [1]
17+
reduce/op_2_0: skip_connect
1818
reduce/input_2_0: [0]
19-
reduce/op_2_1: skip_connect
19+
reduce/op_2_1: max_pool_3x3
2020
reduce/input_2_1: [1]
2121
reduce/op_3_0: dil_conv_5x5
2222
reduce/input_3_0: [1]
23-
reduce/op_3_1: avg_pool_3x3
23+
reduce/op_3_1: sep_conv_3x3
2424
reduce/input_3_1: [0]
25-
reduce/op_4_0: dil_conv_3x3
26-
reduce/input_4_0: [2]
27-
reduce/op_4_1: max_pool_3x3
28-
reduce/input_4_1: [1]
29-
reduce/op_5_0: max_pool_3x3
30-
reduce/input_5_0: [0]
31-
reduce/op_5_1: dil_conv_5x5
25+
reduce/op_4_0: avg_pool_3x3
26+
reduce/input_4_0: [1]
27+
reduce/op_4_1: dil_conv_5x5
28+
reduce/input_4_1: [0]
29+
reduce/op_5_0: skip_connect
30+
reduce/input_5_0: [4]
31+
reduce/op_5_1: sep_conv_3x3
3232
reduce/input_5_1: [3]
3333

34-
normal/op_2_0: avg_pool_3x3
34+
normal/op_2_0: sep_conv_5x5
3535
normal/input_2_0: [1]
36-
normal/op_2_1: sep_conv_5x5
36+
normal/op_2_1: sep_conv_3x3
3737
normal/input_2_1: [0]
38-
normal/op_3_0: dil_conv_5x5
38+
normal/op_3_0: sep_conv_3x3
3939
normal/input_3_0: [1]
40-
normal/op_3_1: sep_conv_3x3
40+
normal/op_3_1: sep_conv_5x5
4141
normal/input_3_1: [2]
4242
normal/op_4_0: avg_pool_3x3
43-
normal/input_4_0: [3]
44-
normal/op_4_1: sep_conv_3x3
45-
normal/input_4_1: [2]
46-
normal/op_5_0: sep_conv_5x5
47-
normal/input_5_0: [3]
48-
normal/op_5_1: sep_conv_3x3
43+
normal/input_4_0: [1]
44+
normal/op_4_1: max_pool_3x3
45+
normal/input_4_1: [3]
46+
normal/op_5_0: avg_pool_3x3
47+
normal/input_5_0: [4]
48+
normal/op_5_1: dil_conv_3x3
4949
normal/input_5_1: [0]
50-
reduce/op_2_0: skip_connect
50+
reduce/op_2_0: max_pool_3x3
5151
reduce/input_2_0: [1]
52-
reduce/op_2_1: sep_conv_5x5
52+
reduce/op_2_1: sep_conv_3x3
5353
reduce/input_2_1: [0]
54-
reduce/op_3_0: skip_connect
54+
reduce/op_3_0: sep_conv_5x5
5555
reduce/input_3_0: [1]
56-
reduce/op_3_1: max_pool_3x3
56+
reduce/op_3_1: sep_conv_3x3
5757
reduce/input_3_1: [0]
58-
reduce/op_4_0: max_pool_3x3
59-
reduce/input_4_0: [0]
60-
reduce/op_4_1: dil_conv_5x5
58+
reduce/op_4_0: dil_conv_5x5
59+
reduce/input_4_0: [1]
60+
reduce/op_4_1: skip_connect
6161
reduce/input_4_1: [2]
62+
reduce/op_5_0: avg_pool_3x3
63+
reduce/input_5_0: [4]
64+
reduce/op_5_1: max_pool_3x3
65+
reduce/input_5_1: [3]
66+
67+
normal/op_2_0: avg_pool_3x3
68+
normal/input_2_0: [1]
69+
normal/op_2_1: avg_pool_3x3
70+
normal/input_2_1: [0]
71+
normal/op_3_0: dil_conv_3x3
72+
normal/input_3_0: [1]
73+
normal/op_3_1: dil_conv_5x5
74+
normal/input_3_1: [0]
75+
normal/op_4_0: skip_connect
76+
normal/input_4_0: [0]
77+
normal/op_4_1: skip_connect
78+
normal/input_4_1: [2]
79+
normal/op_5_0: avg_pool_3x3
80+
normal/input_5_0: [1]
81+
normal/op_5_1: skip_connect
82+
normal/input_5_1: [2]
83+
reduce/op_2_0: max_pool_3x3
84+
reduce/input_2_0: [1]
85+
reduce/op_2_1: max_pool_3x3
86+
reduce/input_2_1: [0]
87+
reduce/op_3_0: max_pool_3x3
88+
reduce/input_3_0: [1]
89+
reduce/op_3_1: sep_conv_3x3
90+
reduce/input_3_1: [2]
91+
reduce/op_4_0: dil_conv_5x5
92+
reduce/input_4_0: [0]
93+
reduce/op_4_1: dil_conv_3x3
94+
reduce/input_4_1: [1]
6295
reduce/op_5_0: dil_conv_3x3
6396
reduce/input_5_0: [2]
64-
reduce/op_5_1: dil_conv_5x5
97+
reduce/op_5_1: sep_conv_3x3
98+
reduce/input_5_1: [3]
99+
100+
normal/op_2_0: sep_conv_5x5
101+
normal/input_2_0: [1]
102+
normal/op_2_1: max_pool_3x3
103+
normal/input_2_1: [0]
104+
normal/op_3_0: avg_pool_3x3
105+
normal/input_3_0: [0]
106+
normal/op_3_1: max_pool_3x3
107+
normal/input_3_1: [2]
108+
normal/op_4_0: sep_conv_5x5
109+
normal/input_4_0: [0]
110+
normal/op_4_1: sep_conv_3x3
111+
normal/input_4_1: [1]
112+
normal/op_5_0: max_pool_3x3
113+
normal/input_5_0: [0]
114+
normal/op_5_1: max_pool_3x3
115+
normal/input_5_1: [2]
116+
reduce/op_2_0: sep_conv_5x5
117+
reduce/input_2_0: [1]
118+
reduce/op_2_1: max_pool_3x3
119+
reduce/input_2_1: [0]
120+
reduce/op_3_0: dil_conv_3x3
121+
reduce/input_3_0: [1]
122+
reduce/op_3_1: sep_conv_3x3
123+
reduce/input_3_1: [2]
124+
reduce/op_4_0: skip_connect
125+
reduce/input_4_0: [2]
126+
reduce/op_4_1: sep_conv_3x3
127+
reduce/input_4_1: [1]
128+
reduce/op_5_0: skip_connect
129+
reduce/input_5_0: [3]
130+
reduce/op_5_1: dil_conv_3x3
131+
reduce/input_5_1: [1]
132+
133+
normal/op_2_0: max_pool_3x3
134+
normal/input_2_0: [1]
135+
normal/op_2_1: avg_pool_3x3
136+
normal/input_2_1: [0]
137+
normal/op_3_0: dil_conv_5x5
138+
normal/input_3_0: [1]
139+
normal/op_3_1: dil_conv_5x5
140+
normal/input_3_1: [2]
141+
normal/op_4_0: sep_conv_3x3
142+
normal/input_4_0: [0]
143+
normal/op_4_1: skip_connect
144+
normal/input_4_1: [2]
145+
normal/op_5_0: dil_conv_3x3
146+
normal/input_5_0: [4]
147+
normal/op_5_1: skip_connect
148+
normal/input_5_1: [1]
149+
reduce/op_2_0: dil_conv_3x3
150+
reduce/input_2_0: [1]
151+
reduce/op_2_1: avg_pool_3x3
152+
reduce/input_2_1: [0]
153+
reduce/op_3_0: skip_connect
154+
reduce/input_3_0: [0]
155+
reduce/op_3_1: dil_conv_5x5
156+
reduce/input_3_1: [2]
157+
reduce/op_4_0: dil_conv_3x3
158+
reduce/input_4_0: [2]
159+
reduce/op_4_1: avg_pool_3x3
160+
reduce/input_4_1: [1]
161+
reduce/op_5_0: avg_pool_3x3
162+
reduce/input_5_0: [3]
163+
reduce/op_5_1: max_pool_3x3
65164
reduce/input_5_1: [4]
66165

67-
normal/op_2_0: skip_connect
166+
normal/op_2_0: dil_conv_5x5
167+
normal/input_2_0: [1]
168+
normal/op_2_1: dil_conv_3x3
169+
normal/input_2_1: [0]
170+
normal/op_3_0: dil_conv_5x5
171+
normal/input_3_0: [0]
172+
normal/op_3_1: skip_connect
173+
normal/input_3_1: [2]
174+
normal/op_4_0: sep_conv_3x3
175+
normal/input_4_0: [2]
176+
normal/op_4_1: max_pool_3x3
177+
normal/input_4_1: [1]
178+
normal/op_5_0: avg_pool_3x3
179+
normal/input_5_0: [4]
180+
normal/op_5_1: sep_conv_5x5
181+
normal/input_5_1: [1]
182+
reduce/op_2_0: dil_conv_3x3
183+
reduce/input_2_0: [1]
184+
reduce/op_2_1: sep_conv_3x3
185+
reduce/input_2_1: [0]
186+
reduce/op_3_0: dil_conv_3x3
187+
reduce/input_3_0: [0]
188+
reduce/op_3_1: dil_conv_3x3
189+
reduce/input_3_1: [1]
190+
reduce/op_4_0: max_pool_3x3
191+
reduce/input_4_0: [1]
192+
reduce/op_4_1: sep_conv_3x3
193+
reduce/input_4_1: [3]
194+
reduce/op_5_0: avg_pool_3x3
195+
reduce/input_5_0: [4]
196+
reduce/op_5_1: sep_conv_5x5
197+
reduce/input_5_1: [0]
198+
199+
normal/op_2_0: avg_pool_3x3
68200
normal/input_2_0: [0]
69-
normal/op_2_1: skip_connect
201+
normal/op_2_1: sep_conv_5x5
70202
normal/input_2_1: [1]
71-
normal/op_3_0: dil_conv_5x5
203+
normal/op_3_0: max_pool_3x3
72204
normal/input_3_0: [0]
73-
normal/op_3_1: dil_conv_5x5
205+
normal/op_3_1: dil_conv_3x3
74206
normal/input_3_1: [1]
75-
normal/op_4_0: dil_conv_3x3
76-
normal/input_4_0: [2]
77-
normal/op_4_1: avg_pool_3x3
78-
normal/input_4_1: [0]
79-
normal/op_5_0: dil_conv_3x3
80-
normal/input_5_0: [2]
81-
normal/op_5_1: dil_conv_5x5
82-
normal/input_5_1: [4]
207+
normal/op_4_0: sep_conv_3x3
208+
normal/input_4_0: [0]
209+
normal/op_4_1: sep_conv_5x5
210+
normal/input_4_1: [3]
211+
normal/op_5_0: dil_conv_5x5
212+
normal/input_5_0: [0]
213+
normal/op_5_1: avg_pool_3x3
214+
normal/input_5_1: [1]
83215
reduce/op_2_0: dil_conv_5x5
84216
reduce/input_2_0: [0]
85-
reduce/op_2_1: avg_pool_3x3
217+
reduce/op_2_1: dil_conv_5x5
86218
reduce/input_2_1: [1]
87219
reduce/op_3_0: dil_conv_3x3
88220
reduce/input_3_0: [1]
89-
reduce/op_3_1: max_pool_3x3
90-
reduce/input_3_1: [2]
91-
reduce/op_4_0: max_pool_3x3
92-
reduce/input_4_0: [1]
93-
reduce/op_4_1: max_pool_3x3
221+
reduce/op_3_1: sep_conv_3x3
222+
reduce/input_3_1: [0]
223+
reduce/op_4_0: avg_pool_3x3
224+
reduce/input_4_0: [3]
225+
reduce/op_4_1: avg_pool_3x3
94226
reduce/input_4_1: [0]
95227
reduce/op_5_0: skip_connect
96-
reduce/input_5_0: [4]
97-
reduce/op_5_1: skip_connect
98-
reduce/input_5_1: [1]
228+
reduce/input_5_0: [0]
229+
reduce/op_5_1: sep_conv_5x5
230+
reduce/input_5_1: [2]
99231

100-
normal/op_2_0: dil_conv_3x3
101-
normal/input_2_0: [0]
102-
normal/op_2_1: dil_conv_3x3
103-
normal/input_2_1: [1]
104-
normal/op_3_0: sep_conv_5x5
232+
normal/op_2_0: avg_pool_3x3
233+
normal/input_2_0: [1]
234+
normal/op_2_1: avg_pool_3x3
235+
normal/input_2_1: [0]
236+
normal/op_3_0: skip_connect
105237
normal/input_3_0: [2]
106-
normal/op_3_1: dil_conv_5x5
107-
normal/input_3_1: [1]
108-
normal/op_4_0: dil_conv_3x3
238+
normal/op_3_1: avg_pool_3x3
239+
normal/input_3_1: [0]
240+
normal/op_4_0: max_pool_3x3
109241
normal/input_4_0: [1]
242+
normal/op_4_1: sep_conv_5x5
243+
normal/input_4_1: [3]
244+
normal/op_5_0: sep_conv_5x5
245+
normal/input_5_0: [1]
246+
normal/op_5_1: max_pool_3x3
247+
normal/input_5_1: [3]
248+
reduce/op_2_0: sep_conv_3x3
249+
reduce/input_2_0: [0]
250+
reduce/op_2_1: sep_conv_3x3
251+
reduce/input_2_1: [1]
252+
reduce/op_3_0: skip_connect
253+
reduce/input_3_0: [0]
254+
reduce/op_3_1: dil_conv_3x3
255+
reduce/input_3_1: [1]
256+
reduce/op_4_0: skip_connect
257+
reduce/input_4_0: [3]
258+
reduce/op_4_1: avg_pool_3x3
259+
reduce/input_4_1: [2]
260+
reduce/op_5_0: sep_conv_5x5
261+
reduce/input_5_0: [0]
262+
reduce/op_5_1: sep_conv_3x3
263+
reduce/input_5_1: [3]
264+
265+
normal/op_2_0: dil_conv_3x3
266+
normal/input_2_0: [1]
267+
normal/op_2_1: dil_conv_5x5
268+
normal/input_2_1: [0]
269+
normal/op_3_0: avg_pool_3x3
270+
normal/input_3_0: [0]
271+
normal/op_3_1: skip_connect
272+
normal/input_3_1: [2]
273+
normal/op_4_0: dil_conv_5x5
274+
normal/input_4_0: [0]
110275
normal/op_4_1: skip_connect
111-
normal/input_4_1: [0]
112-
normal/op_5_0: dil_conv_5x5
113-
normal/input_5_0: [4]
114-
normal/op_5_1: skip_connect
276+
normal/input_4_1: [2]
277+
normal/op_5_0: max_pool_3x3
278+
normal/input_5_0: [2]
279+
normal/op_5_1: sep_conv_5x5
115280
normal/input_5_1: [1]
116-
reduce/op_2_0: skip_connect
281+
reduce/op_2_0: sep_conv_5x5
117282
reduce/input_2_0: [1]
118-
reduce/op_2_1: skip_connect
283+
reduce/op_2_1: max_pool_3x3
119284
reduce/input_2_1: [0]
120-
reduce/op_3_0: avg_pool_3x3
285+
reduce/op_3_0: dil_conv_3x3
121286
reduce/input_3_0: [2]
122-
reduce/op_3_1: avg_pool_3x3
287+
reduce/op_3_1: dil_conv_5x5
123288
reduce/input_3_1: [0]
124-
reduce/op_4_0: sep_conv_5x5
125-
reduce/input_4_0: [1]
126-
reduce/op_4_1: avg_pool_3x3
127-
reduce/input_4_1: [3]
128-
reduce/op_5_0: sep_conv_3x3
289+
reduce/op_4_0: sep_conv_3x3
290+
reduce/input_4_0: [3]
291+
reduce/op_4_1: skip_connect
292+
reduce/input_4_1: [1]
293+
reduce/op_5_0: max_pool_3x3
129294
reduce/input_5_0: [4]
130-
reduce/op_5_1: avg_pool_3x3
295+
reduce/op_5_1: dil_conv_3x3
131296
reduce/input_5_1: [1]
132297

code/model_accuracy_weights.pth

15.1 KB
Binary file not shown.

code/model_diversity_weights.pth

15.1 KB
Binary file not shown.

0 commit comments

Comments
 (0)