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b12faf74b38818e7

Date: 2017-04-23 22:55:31.081155
License:
Module: experiment.bench.dnn
Repo: upload
CID (DOI-like distributed ID): 1eb2f50d4620903e:b12faf74b38818e7

DNN engine and model evaluation statistics per layer (crowd-tuning)


DNN engine name: BVLC Caffe framework (cpu)
DNN engine version: trunk-eeebdab
DNN engine type: cpu
DNN engine dependencies: cmake=3.5.1
compiler=5.4.0
lib-blas=0.2.19-85636ff
lib-boost=1.62.0
lib-gflags=2.2.0
lib-glog=development-da816ea
lib-hdf5=1.10.0
lib-lmdb=development-4d21543
lib-opencv=3.2.0
lib-protobuf-host=3.1.0
DNN model name: Caffe model (net and weights) (resnet, resnet101)
DNN model version: deploy
Batch size: 1
Platform: Microsoft Corporation 7.0 (Virtual Machine)
OS: Ubuntu 16.04.2 LTS
CPU: Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz
GPU: Microsoft Corporation Hyper-V virtual VGA

Name Direction Min time (ms.): Expected time (ms.): Max time (ms.): Repetitions:
33: bn2b_branch2c backward 10.1 12.8 14.1 3
216: res4b7_branch2b backward 7.7 7.9 8.2 3
426: res4b22_branch2b backward 7.6 7.9 8.1 3
356: res4b17_branch2b backward 7.5 8.4 8.8 3
230: res4b8_branch2b backward 7.4 8.2 8.7 3
202: res4b6_branch2b backward 7.3 7.9 8.5 3
244: res4b9_branch2b backward 7.3 8.0 8.8 3
328: res4b15_branch2b backward 7.2 8.7 11.7 3
118: res4a_branch2b backward 7.2 8.0 11.9 3
132: res4b1_branch2b backward 7.1 8.0 8.9 3
53: bn3a_branch1 backward 7.1 7.7 9.2 3
342: res4b16_branch2b backward 7.0 7.7 8.1 3
453: res5b_branch2a backward 6.9 7.2 7.6 3
286: res4b12_branch2b backward 6.9 7.8 8.9 3
475: res5c_branch2c backward 6.7 7.0 7.4 3
111: res4a_branch1 backward 6.7 7.3 8.4 3
447: res5a_branch2c backward 6.7 7.4 8.4 3
174: res4b4_branch2b backward 6.6 7.4 8.9 3
188: res4b5_branch2b backward 6.6 7.2 7.8 3
64: bn3a_branch2c backward 6.5 7.0 7.4 3
92: bn3b2_branch2c backward 6.5 7.5 8.5 3
106: bn3b3_branch2c backward 6.5 7.2 8.2 3
78: bn3b1_branch2c backward 6.5 6.6 6.6 3
08: bn2a_branch1 backward 6.4 14.0 16.7 3
412: res4b21_branch2b backward 6.3 7.1 7.9 3
481: fc1000 backward 6.3 6.7 7.5 3
19: bn2a_branch2c backward 6.3 13.5 14.1 3
47: bn2c_branch2c backward 6.2 6.2 13.1 3
439: res5a_branch2a backward 6.2 6.7 7.6 3
02: bn_conv1 backward 6.2 6.2 13.3 3
436: res5a_branch1 backward 6.1 8.0 9.4 3
467: res5c_branch2a backward 6.0 6.9 7.6 3
471: res5c_branch2b backward 5.8 9.0 10.6 3
461: res5b_branch2c backward 5.8 6.3 7.3 3
457: res5b_branch2b backward 5.0 5.6 8.7 3
443: res5a_branch2b backward 4.5 4.8 9.4 3
01: conv1 backward 4.4 4.6 5.0 3
14: res2a_branch2b forward 4.3 4.7 5.0 3
28: res2b_branch2b backward 4.1 4.6 5.3 3
42: res2c_branch2b backward 4.1 4.1 8.2 3
14: res2a_branch2b backward 4.1 4.4 4.7 3
05: pool1 forward 4.0 4.2 4.5 3
101: res3b3_branch2b backward 4.0 4.3 4.5 3
160: res4b3_branch2b backward 4.0 6.7 7.5 3
73: res3b1_branch2b backward 4.0 4.4 5.8 3
01: conv1 forward 3.9 4.3 4.5 3
179: bn4b4_branch2c backward 3.9 4.0 4.0 3
28: res2b_branch2b forward 3.8 4.0 4.2 3
42: res2c_branch2b forward 3.8 4.1 4.3 3
304: res4b13_branch2c backward 3.8 4.2 4.5 3
318: res4b14_branch2c backward 3.8 3.8 4.0 3
59: res3a_branch2b backward 3.7 3.9 4.1 3
87: res3b2_branch2b backward 3.7 4.0 4.3 3
324: res4b15_branch2a backward 3.7 4.1 4.5 3
443: res5a_branch2b forward 3.7 3.8 4.2 3
240: res4b9_branch2a backward 3.7 3.8 4.0 3
471: res5c_branch2b forward 3.7 4.1 4.3 3
457: res5b_branch2b forward 3.7 3.9 4.0 3
282: res4b12_branch2a backward 3.6 4.0 4.2 3
332: res4b15_branch2c backward 3.5 3.9 4.4 3
234: res4b8_branch2c backward 3.5 3.7 3.8 3
310: res4b14_branch2a backward 3.5 3.6 3.7 3
346: res4b16_branch2c backward 3.4 3.7 4.2 3
226: res4b8_branch2a backward 3.4 3.5 3.7 3
417: bn4b21_branch2c backward 3.4 3.5 3.6 3
220: res4b7_branch2c backward 3.4 3.7 4.1 3
314: res4b14_branch2b backward 3.4 7.7 8.0 3
221: bn4b7_branch2c backward 3.3 3.6 3.7 3
338: res4b16_branch2a backward 3.3 3.6 3.8 3
11: bn2a_branch2a backward 3.3 3.6 3.9 3
333: bn4b15_branch2c backward 3.3 3.7 4.2 3
249: bn4b9_branch2c backward 3.3 3.4 3.8 3
207: bn4b6_branch2c backward 3.3 3.3 3.3 3
408: res4b21_branch2a backward 3.3 3.6 4.1 3
43: bn2c_branch2b backward 3.3 3.5 3.9 3
122: res4a_branch2c backward 3.3 3.7 4.0 3
403: bn4b20_branch2c backward 3.3 3.5 3.8 3
29: bn2b_branch2b backward 3.3 3.8 4.7 3
291: bn4b12_branch2c backward 3.3 3.4 3.8 3
361: bn4b17_branch2c backward 3.3 3.4 3.6 3
235: bn4b8_branch2c backward 3.3 3.4 3.8 3
123: bn4a_branch2c backward 3.3 3.7 3.9 3
263: bn4b10_branch2c backward 3.3 3.3 3.4 3
25: bn2b_branch2a backward 3.3 3.3 3.3 3
39: bn2c_branch2a backward 3.3 3.8 5.0 3
112: bn4a_branch1 backward 3.3 3.5 3.8 3
375: bn4b18_branch2c backward 3.3 3.5 4.2 3
431: bn4b22_branch2c backward 3.3 3.5 4.0 3
305: bn4b13_branch2c backward 3.3 3.3 3.3 3
389: bn4b19_branch2c backward 3.3 3.3 3.5 3
319: bn4b14_branch2c backward 3.2 3.3 3.3 3
137: bn4b1_branch2c backward 3.2 3.3 3.3 3
277: bn4b11_branch2c backward 3.2 3.4 3.6 3
165: bn4b3_branch2c backward 3.2 3.5 4.1 3
296: res4b13_branch2a backward 3.2 3.6 3.8 3
193: bn4b5_branch2c backward 3.2 3.3 3.4 3
347: bn4b16_branch2c backward 3.2 3.3 3.4 3
436: res5a_branch1 forward 3.2 3.5 4.2 3
33: bn2b_branch2c forward 3.2 3.2 3.2 3
254: res4b10_branch2a backward 3.2 3.7 4.2 3
422: res4b22_branch2a backward 3.2 3.5 3.7 3
151: bn4b2_branch2c backward 3.2 3.3 3.4 3
248: res4b9_branch2c backward 3.2 3.6 5.9 3
47: bn2c_branch2c forward 3.2 3.2 3.2 3
15: bn2a_branch2b backward 3.2 3.2 3.3 3
08: bn2a_branch1 forward 3.2 3.2 3.2 3
178: res4b4_branch2c backward 3.2 3.4 3.8 3
192: res4b5_branch2c backward 3.1 3.7 4.6 3
212: res4b7_branch2a backward 3.1 3.7 4.3 3
19: bn2a_branch2c forward 3.1 3.2 3.3 3
380: res4b19_branch2a backward 3.1 3.5 4.3 3
402: res4b20_branch2c backward 3.1 3.3 3.7 3
290: res4b12_branch2c backward 3.1 3.8 4.2 3
02: bn_conv1 forward 3.1 3.8 5.3 3
352: res4b17_branch2a backward 3.1 3.5 3.7 3
360: res4b17_branch2c backward 3.1 3.6 3.9 3
128: res4b1_branch2a backward 3.1 3.6 4.1 3
170: res4b4_branch2a backward 3.0 3.5 3.7 3
206: res4b6_branch2c backward 3.0 3.5 3.7 3
300: res4b13_branch2b backward 3.0 7.4 8.2 3
136: res4b1_branch2c backward 3.0 3.6 4.1 3
394: res4b20_branch2a backward 2.9 3.5 4.4 3
164: res4b3_branch2c backward 2.9 3.3 3.7 3
398: res4b20_branch2b backward 2.9 7.2 7.6 3
52: res3a_branch1 backward 2.9 3.1 3.4 3
198: res4b6_branch2a backward 2.9 3.4 3.7 3
374: res4b18_branch2c backward 2.9 4.0 4.4 3
370: res4b18_branch2b backward 2.9 7.1 7.4 3
262: res4b10_branch2c backward 2.9 3.5 3.8 3
146: res4b2_branch2b backward 2.9 7.2 7.9 3
366: res4b18_branch2a backward 2.8 3.4 3.8 3
430: res4b22_branch2c backward 2.8 3.6 4.1 3
388: res4b19_branch2c backward 2.8 3.3 3.7 3
272: res4b11_branch2b backward 2.8 7.0 8.0 3
156: res4b3_branch2a backward 2.8 3.5 3.9 3
481: fc1000 forward 2.7 2.9 3.1 3
276: res4b11_branch2c backward 2.7 3.4 3.7 3
416: res4b21_branch2c backward 2.7 3.4 3.7 3
150: res4b2_branch2c backward 2.6 3.3 3.8 3
142: res4b2_branch2a backward 2.6 3.6 4.2 3
268: res4b11_branch2a backward 2.6 4.0 4.6 3
184: res4b5_branch2a backward 2.5 3.2 3.7 3
384: res4b19_branch2b backward 2.5 7.0 7.7 3
258: res4b10_branch2b backward 2.5 2.5 8.5 3
59: res3a_branch2b forward 2.4 2.6 3.0 3
87: res3b2_branch2b forward 2.4 2.5 2.6 3
101: res3b3_branch2b forward 2.4 2.5 2.8 3
73: res3b1_branch2b forward 2.4 2.4 2.4 3
258: res4b10_branch2b forward 2.0 2.2 2.4 3
384: res4b19_branch2b forward 2.0 2.2 2.5 3
118: res4a_branch2b forward 2.0 2.1 2.4 3
286: res4b12_branch2b forward 2.0 2.2 2.6 3
188: res4b5_branch2b forward 2.0 2.1 2.4 3
342: res4b16_branch2b forward 2.0 2.0 2.0 3
370: res4b18_branch2b forward 2.0 2.2 2.6 3
314: res4b14_branch2b forward 2.0 2.0 2.1 3
398: res4b20_branch2b forward 2.0 2.0 2.0 3
132: res4b1_branch2b forward 2.0 2.0 5.0 3
244: res4b9_branch2b forward 2.0 2.0 2.1 3
356: res4b17_branch2b forward 2.0 2.1 2.2 3
328: res4b15_branch2b forward 2.0 2.0 6.9 3
230: res4b8_branch2b forward 2.0 2.2 2.5 3
300: res4b13_branch2b forward 2.0 2.0 3.9 3
426: res4b22_branch2b forward 2.0 2.0 2.0 3
272: res4b11_branch2b forward 2.0 2.0 2.1 3
174: res4b4_branch2b forward 2.0 2.0 2.0 3
160: res4b3_branch2b forward 2.0 2.0 2.0 3
202: res4b6_branch2b forward 2.0 2.1 2.4 3
146: res4b2_branch2b forward 2.0 2.1 2.5 3
412: res4b21_branch2b forward 2.0 2.2 2.4 3
216: res4b7_branch2b forward 2.0 2.0 2.0 3
64: bn3a_branch2c forward 1.7 1.9 2.1 3
78: bn3b1_branch2c forward 1.7 1.7 1.7 3
92: bn3b2_branch2c forward 1.7 1.8 2.0 3
74: bn3b1_branch2b backward 1.7 1.8 2.2 3
53: bn3a_branch1 forward 1.7 1.8 2.8 3
106: bn3b3_branch2c forward 1.7 1.7 1.7 3
84: bn3b2_branch2a backward 1.7 1.9 2.1 3
70: bn3b1_branch2a backward 1.6 1.7 1.7 3
98: bn3b3_branch2a backward 1.6 1.7 1.7 3
88: bn3b2_branch2b backward 1.6 2.0 2.3 3
462: bn5b_branch2c backward 1.6 1.7 1.8 3
476: bn5c_branch2c backward 1.6 1.6 1.7 3
60: bn3a_branch2b backward 1.6 1.7 2.8 3
102: bn3b3_branch2b backward 1.6 1.6 1.7 3
448: bn5a_branch2c backward 1.6 1.7 1.8 3
437: bn5a_branch1 backward 1.6 1.7 1.7 3
56: bn3a_branch2a backward 1.6 1.6 1.6 3
447: res5a_branch2c forward 1.6 1.8 2.2 3
461: res5b_branch2c forward 1.6 1.7 1.9 3
475: res5c_branch2c forward 1.6 1.6 1.6 3
114: res4a_branch2a backward 1.6 2.0 2.2 3
111: res4a_branch1 forward 1.5 1.6 1.8 3
467: res5c_branch2a forward 1.5 1.5 1.5 3
453: res5b_branch2a forward 1.5 1.5 1.5 3
69: res3b1_branch2a backward 1.4 1.4 1.4 3
97: res3b3_branch2a backward 1.4 1.5 1.9 3
83: res3b2_branch2a backward 1.4 1.4 1.4 3
91: res3b2_branch2c backward 1.3 1.4 1.4 3
77: res3b1_branch2c backward 1.3 1.7 1.9 3
63: res3a_branch2c backward 1.3 1.4 1.4 3
52: res3a_branch1 forward 1.3 1.4 1.7 3
105: res3b3_branch2c backward 1.2 1.3 1.4 3
55: res3a_branch2a backward 1.1 1.2 1.5 3
305: bn4b13_branch2c forward 1.0 1.2 1.3 3
04: conv1_relu forward 1.0 1.0 1.0 3
417: bn4b21_branch2c forward 1.0 1.1 1.3 3
389: bn4b19_branch2c forward 1.0 1.0 1.0 3
221: bn4b7_branch2c forward 0.9 1.0 1.3 3
347: bn4b16_branch2c forward 0.9 1.0 1.0 3
333: bn4b15_branch2c forward 0.9 1.0 1.0 3
319: bn4b14_branch2c forward 0.9 1.0 1.0 3
431: bn4b22_branch2c forward 0.9 0.9 1.0 3
361: bn4b17_branch2c forward 0.9 1.0 1.0 3
165: bn4b3_branch2c forward 0.9 0.9 0.9 3
375: bn4b18_branch2c forward 0.9 1.0 1.0 3
403: bn4b20_branch2c forward 0.9 0.9 1.0 3
193: bn4b5_branch2c forward 0.9 0.9 1.0 3
207: bn4b6_branch2c forward 0.9 1.0 1.0 3
22: res2a_relu forward 0.9 1.0 1.2 3
137: bn4b1_branch2c forward 0.9 0.9 1.0 3
11: bn2a_branch2a forward 0.9 0.9 1.0 3
235: bn4b8_branch2c forward 0.9 0.9 1.0 3
151: bn4b2_branch2c forward 0.9 1.0 1.0 3
123: bn4a_branch2c forward 0.9 1.0 1.0 3
291: bn4b12_branch2c forward 0.9 1.0 1.0 3
36: res2b_relu forward 0.9 0.9 0.9 3
112: bn4a_branch1 forward 0.9 1.0 1.0 3
249: bn4b9_branch2c forward 0.9 0.9 1.0 3
263: bn4b10_branch2c forward 0.9 0.9 0.9 3
50: res2c_relu forward 0.9 0.9 0.9 3
277: bn4b11_branch2c forward 0.9 0.9 1.0 3
179: bn4b4_branch2c forward 0.9 0.9 1.0 3
29: bn2b_branch2b forward 0.9 1.2 1.3 3
15: bn2a_branch2b forward 0.9 0.9 0.9 3
39: bn2c_branch2a forward 0.9 0.9 0.9 3
43: bn2c_branch2b forward 0.9 0.9 3.8 3
25: bn2b_branch2a forward 0.9 0.9 1.0 3
157: bn4b3_branch2a backward 0.9 1.0 1.3 3
439: res5a_branch2a forward 0.9 0.9 0.9 3
03: scale_conv1 forward 0.8 1.1 1.5 3
07: res2a_branch1 backward 0.8 0.8 0.9 3
38: res2c_branch2a forward 0.8 0.8 4.4 3
241: bn4b9_branch2a backward 0.8 0.8 0.8 3
325: bn4b15_branch2a backward 0.8 0.8 0.9 3
20: scale2a_branch2c forward 0.8 0.9 1.2 3
255: bn4b10_branch2a backward 0.8 0.8 0.9 3
32: res2b_branch2c backward 0.8 0.8 1.7 3
38: res2c_branch2a backward 0.8 0.8 0.9 3
34: scale2b_branch2c forward 0.8 0.9 0.9 3
147: bn4b2_branch2b backward 0.8 0.8 0.8 3
227: bn4b8_branch2a backward 0.8 0.9 1.1 3
409: bn4b21_branch2a backward 0.8 0.9 1.1 3
09: scale2a_branch1 forward 0.8 0.8 0.9 3
231: bn4b8_branch2b backward 0.8 0.9 1.3 3
367: bn4b18_branch2a backward 0.8 0.9 1.2 3
311: bn4b14_branch2a backward 0.8 0.8 0.8 3
18: res2a_branch2c backward 0.8 0.9 1.1 3
189: bn4b5_branch2b backward 0.8 0.9 1.3 3
269: bn4b11_branch2a backward 0.8 0.9 1.3 3
48: scale2c_branch2c forward 0.8 0.8 0.9 3
273: bn4b11_branch2b backward 0.8 0.8 0.8 3
115: bn4a_branch2a backward 0.8 0.9 1.3 3
119: bn4a_branch2b backward 0.8 0.8 0.8 3
259: bn4b10_branch2b backward 0.8 0.8 0.8 3
353: bn4b17_branch2a backward 0.8 0.8 0.8 3
217: bn4b7_branch2b backward 0.8 0.8 0.8 3
245: bn4b9_branch2b backward 0.8 0.8 0.8 3
171: bn4b4_branch2a backward 0.8 0.8 0.9 3
283: bn4b12_branch2a backward 0.8 0.8 1.7 3
297: bn4b13_branch2a backward 0.8 0.8 0.8 3
315: bn4b14_branch2b backward 0.8 0.8 0.8 3
423: bn4b22_branch2a backward 0.8 0.9 1.1 3
199: bn4b6_branch2a backward 0.8 0.8 0.9 3
301: bn4b13_branch2b backward 0.8 0.8 0.8 3
175: bn4b4_branch2b backward 0.8 0.8 0.8 3
287: bn4b12_branch2b backward 0.8 0.8 0.8 3
427: bn4b22_branch2b backward 0.8 0.8 0.8 3
35: res2b forward 0.8 0.8 0.8 3
46: res2c_branch2c backward 0.8 0.8 0.8 3
161: bn4b3_branch2b backward 0.8 0.9 1.3 3
203: bn4b6_branch2b backward 0.8 0.8 0.8 3
329: bn4b15_branch2b backward 0.8 0.8 1.8 3
343: bn4b16_branch2b backward 0.8 0.8 1.7 3
413: bn4b21_branch2b backward 0.8 0.9 1.3 3
185: bn4b5_branch2a backward 0.8 0.8 0.8 3
213: bn4b7_branch2a backward 0.8 0.9 1.4 3
339: bn4b16_branch2a backward 0.8 0.9 1.0 3
357: bn4b17_branch2b backward 0.8 0.8 0.8 3
371: bn4b18_branch2b backward 0.8 0.8 0.9 3
385: bn4b19_branch2b backward 0.8 0.8 0.8 3
133: bn4b1_branch2b backward 0.8 0.8 0.8 3
399: bn4b20_branch2b backward 0.8 0.8 0.9 3
129: bn4b1_branch2a backward 0.8 0.8 0.8 3
395: bn4b20_branch2a backward 0.8 0.8 0.8 3
381: bn4b19_branch2a backward 0.8 0.8 0.8 3
143: bn4b2_branch2a backward 0.8 1.0 1.2 3
21: res2a forward 0.8 0.9 1.3 3
03: scale_conv1 backward 0.8 0.8 0.8 3
24: res2b_branch2a backward 0.8 0.9 1.2 3
09: scale2a_branch1 backward 0.8 0.8 0.8 3
49: res2c forward 0.8 0.9 1.1 3
20: scale2a_branch2c backward 0.8 0.8 1.4 3
34: scale2b_branch2c backward 0.8 0.9 1.1 3
48: scale2c_branch2c backward 0.8 0.9 1.0 3
24: res2b_branch2a forward 0.8 0.8 0.9 3
32: res2b_branch2c forward 0.7 0.8 0.8 3
46: res2c_branch2c forward 0.7 0.7 1.3 3
07: res2a_branch1 forward 0.7 0.7 3.0 3
18: res2a_branch2c forward 0.7 0.7 4.2 3
430: res4b22_branch2c forward 0.7 0.9 1.2 3
346: res4b16_branch2c forward 0.7 0.7 0.9 3
122: res4a_branch2c forward 0.7 0.7 0.7 3
262: res4b10_branch2c forward 0.7 0.7 0.7 3
332: res4b15_branch2c forward 0.7 0.7 3.9 3
150: res4b2_branch2c forward 0.7 0.7 0.7 3
206: res4b6_branch2c forward 0.7 0.7 0.7 3
388: res4b19_branch2c forward 0.7 0.7 0.7 3
276: res4b11_branch2c forward 0.7 0.7 4.2 3
136: res4b1_branch2c forward 0.7 0.7 0.7 3
164: res4b3_branch2c forward 0.7 0.7 0.7 3
178: res4b4_branch2c forward 0.7 0.7 0.7 3
192: res4b5_branch2c forward 0.7 0.7 1.2 3
318: res4b14_branch2c forward 0.7 0.7 1.2 3
290: res4b12_branch2c forward 0.7 0.7 0.8 3
304: res4b13_branch2c forward 0.7 0.7 2.5 3
360: res4b17_branch2c forward 0.7 0.7 0.7 3
402: res4b20_branch2c forward 0.7 0.7 0.7 3
248: res4b9_branch2c forward 0.7 0.7 0.7 3
374: res4b18_branch2c forward 0.7 0.7 0.7 3
220: res4b7_branch2c forward 0.7 0.7 0.7 3
416: res4b21_branch2c forward 0.7 0.7 0.7 3
234: res4b8_branch2c forward 0.7 0.7 0.7 3
240: res4b9_branch2a forward 0.7 0.7 1.2 3
184: res4b5_branch2a forward 0.7 0.7 1.0 3
226: res4b8_branch2a forward 0.6 0.7 0.7 3
128: res4b1_branch2a forward 0.6 0.7 0.7 3
310: res4b14_branch2a forward 0.6 0.6 8.4 3
352: res4b17_branch2a forward 0.6 0.7 0.9 3
338: res4b16_branch2a forward 0.6 0.7 0.7 3
380: res4b19_branch2a forward 0.6 0.6 0.7 3
282: res4b12_branch2a forward 0.6 0.6 0.7 3
142: res4b2_branch2a forward 0.6 0.6 0.6 3
296: res4b13_branch2a forward 0.6 0.6 10.2 3
254: res4b10_branch2a forward 0.6 0.7 1.0 3
324: res4b15_branch2a forward 0.6 0.6 0.7 3
156: res4b3_branch2a forward 0.6 0.6 0.7 3
198: res4b6_branch2a forward 0.6 0.6 0.6 3
212: res4b7_branch2a forward 0.6 0.6 0.7 3
422: res4b22_branch2a forward 0.6 0.7 1.1 3
394: res4b20_branch2a forward 0.6 0.6 4.0 3
408: res4b21_branch2a forward 0.6 0.6 3.5 3
170: res4b4_branch2a forward 0.6 0.6 0.6 3
268: res4b11_branch2a forward 0.6 0.6 5.2 3
366: res4b18_branch2a forward 0.6 0.7 0.7 3
105: res3b3_branch2c forward 0.6 0.6 0.6 3
77: res3b1_branch2c forward 0.6 0.6 3.3 3
69: res3b1_branch2a forward 0.6 0.6 0.6 3
63: res3a_branch2c forward 0.6 0.7 0.9 3
91: res3b2_branch2c forward 0.6 0.6 0.6 3
83: res3b2_branch2a forward 0.6 0.6 0.6 3
97: res3b3_branch2a forward 0.6 0.6 0.7 3
55: res3a_branch2a forward 0.5 0.6 0.6 3
114: res4a_branch2a forward 0.5 0.5 0.5 3
437: bn5a_branch1 forward 0.5 0.5 0.5 3
462: bn5b_branch2c forward 0.5 0.5 0.5 3
476: bn5c_branch2c forward 0.5 0.5 0.5 3
448: bn5a_branch2c forward 0.5 0.5 0.5 3
98: bn3b3_branch2a forward 0.5 0.5 0.5 3
84: bn3b2_branch2a forward 0.5 0.5 1.0 3
109: res3b3_relu forward 0.5 0.5 0.5 3
81: res3b1_relu forward 0.5 0.5 0.5 3
95: res3b2_relu forward 0.5 0.5 0.5 3
67: res3a_relu forward 0.5 0.5 0.5 3
70: bn3b1_branch2a forward 0.5 0.5 0.5 3
88: bn3b2_branch2b forward 0.5 0.5 0.5 3
60: bn3a_branch2b forward 0.5 0.5 0.5 3
102: bn3b3_branch2b forward 0.5 0.5 0.5 3
74: bn3b1_branch2b forward 0.5 0.5 0.5 3
56: bn3a_branch2a forward 0.5 0.5 0.5 3
93: scale3b2_branch2c forward 0.5 0.5 0.6 3
107: scale3b3_branch2c forward 0.4 0.5 0.5 3
79: scale3b1_branch2c forward 0.4 0.5 0.7 3
54: scale3a_branch1 forward 0.4 0.5 0.5 3
65: scale3a_branch2c forward 0.4 0.4 0.5 3
480: pool5 forward 0.4 0.4 0.5 3
65: scale3a_branch2c backward 0.4 0.4 0.4 3
79: scale3b1_branch2c backward 0.4 0.4 0.4 3
93: scale3b2_branch2c backward 0.4 0.4 0.4 3
54: scale3a_branch1 backward 0.4 0.4 0.4 3
107: scale3b3_branch2c backward 0.4 0.4 0.4 3
66: res3a forward 0.4 0.4 0.4 3
94: res3b2 forward 0.4 0.4 0.5 3
108: res3b3 forward 0.4 0.4 0.4 3
80: res3b1 forward 0.4 0.4 0.4 3
458: bn5b_branch2b backward 0.3 0.3 0.3 3
444: bn5a_branch2b backward 0.3 0.3 0.3 3
468: bn5c_branch2a backward 0.3 0.3 0.3 3
440: bn5a_branch2a backward 0.3 0.3 0.3 3
454: bn5b_branch2a backward 0.3 0.3 0.8 3
10: res2a_branch2a backward 0.3 0.3 0.3 3
30: scale2b_branch2b forward 0.3 0.3 0.3 3
180: scale4b4_branch2c forward 0.2 0.2 0.6 3
113: scale4a_branch1 forward 0.2 0.3 0.3 3
320: scale4b14_branch2c forward 0.2 0.2 0.3 3
364: res4b17_relu forward 0.2 0.2 0.2 3
378: res4b18_relu forward 0.2 0.2 0.2 3
390: scale4b19_branch2c forward 0.2 0.3 0.3 3
26: scale2b_branch2a forward 0.2 0.2 0.3 3
138: scale4b1_branch2c forward 0.2 0.2 0.3 3
154: res4b2_relu forward 0.2 0.2 0.2 3
166: scale4b3_branch2c forward 0.2 0.3 0.3 3
182: res4b4_relu forward 0.2 0.3 0.4 3
194: scale4b5_branch2c forward 0.2 0.2 0.3 3
238: res4b8_relu forward 0.2 0.2 0.2 3
252: res4b9_relu forward 0.2 0.2 0.2 3
294: res4b12_relu forward 0.2 0.2 0.6 3
334: scale4b15_branch2c forward 0.2 0.3 0.3 3
336: res4b15_relu forward 0.2 0.2 0.7 3
376: scale4b18_branch2c forward 0.2 0.2 0.2 3
392: res4b19_relu forward 0.2 0.3 0.3 3
404: scale4b20_branch2c forward 0.2 0.2 0.2 3
406: res4b20_relu forward 0.2 0.3 0.3 3
432: scale4b22_branch2c forward 0.2 0.3 0.3 3
16: scale2a_branch2b forward 0.2 0.3 0.3 3
126: res4a_relu forward 0.2 0.2 0.3 3
140: res4b1_relu forward 0.2 0.2 0.2 3
168: res4b3_relu forward 0.2 0.2 0.3 3
224: res4b7_relu forward 0.2 0.3 0.3 3
266: res4b10_relu forward 0.2 0.3 0.4 3
280: res4b11_relu forward 0.2 0.2 0.2 3
322: res4b14_relu forward 0.2 0.2 0.3 3
420: res4b21_relu forward 0.2 0.2 0.2 3
196: res4b5_relu forward 0.2 0.2 0.2 3
308: res4b13_relu forward 0.2 0.2 0.2 3
348: scale4b16_branch2c forward 0.2 0.2 0.3 3
152: scale4b2_branch2c forward 0.2 0.2 0.2 3
236: scale4b8_branch2c forward 0.2 0.2 0.2 3
264: scale4b10_branch2c forward 0.2 0.2 0.2 3
418: scale4b21_branch2c forward 0.2 0.2 0.2 3
12: scale2a_branch2a forward 0.2 0.2 0.3 3
40: scale2c_branch2a forward 0.2 0.2 0.3 3
210: res4b6_relu forward 0.2 0.2 0.2 3
250: scale4b9_branch2c forward 0.2 0.2 0.2 3
434: res4b22_relu forward 0.2 0.2 0.2 3
44: scale2c_branch2b forward 0.2 0.3 0.3 3
306: scale4b13_branch2c forward 0.2 0.3 0.3 3
362: scale4b17_branch2c forward 0.2 0.2 0.2 3
124: scale4a_branch2c forward 0.2 0.2 0.3 3
278: scale4b11_branch2c forward 0.2 0.2 0.2 3
350: res4b16_relu forward 0.2 0.2 0.2 3
147: bn4b2_branch2b forward 0.2 0.2 0.2 3
157: bn4b3_branch2a forward 0.2 0.2 0.2 3
175: bn4b4_branch2b forward 0.2 0.2 0.2 3
185: bn4b5_branch2a forward 0.2 0.2 0.2 3
222: scale4b7_branch2c forward 0.2 0.2 0.3 3
292: scale4b12_branch2c forward 0.2 0.2 0.3 3
297: bn4b13_branch2a forward 0.2 0.2 1.0 3
315: bn4b14_branch2b forward 0.2 0.2 0.3 3
339: bn4b16_branch2a forward 0.2 0.2 0.2 3
343: bn4b16_branch2b forward 0.2 0.3 0.3 3
353: bn4b17_branch2a forward 0.2 0.2 0.2 3
357: bn4b17_branch2b forward 0.2 0.2 0.2 3
371: bn4b18_branch2b forward 0.2 0.2 0.7 3
385: bn4b19_branch2b forward 0.2 0.2 0.2 3
129: bn4b1_branch2a forward 0.2 0.2 0.2 3
208: scale4b6_branch2c forward 0.2 0.2 0.3 3
245: bn4b9_branch2b forward 0.2 0.2 0.2 3
283: bn4b12_branch2a forward 0.2 0.2 0.2 3
301: bn4b13_branch2b forward 0.2 0.2 0.2 3
311: bn4b14_branch2a forward 0.2 0.2 0.2 3
367: bn4b18_branch2a forward 0.2 0.2 0.2 3
381: bn4b19_branch2a forward 0.2 0.2 0.2 3
413: bn4b21_branch2b forward 0.2 0.2 0.2 3
423: bn4b22_branch2a forward 0.2 0.2 0.3 3
115: bn4a_branch2a forward 0.2 0.2 0.2 3
199: bn4b6_branch2a forward 0.2 0.2 0.2 3
203: bn4b6_branch2b forward 0.2 0.2 0.2 3
227: bn4b8_branch2a forward 0.2 0.2 0.2 3
259: bn4b10_branch2b forward 0.2 0.2 0.2 3
269: bn4b11_branch2a forward 0.2 0.2 0.2 3
325: bn4b15_branch2a forward 0.2 0.2 0.2 3
329: bn4b15_branch2b forward 0.2 0.2 0.2 3
427: bn4b22_branch2b forward 0.2 0.2 0.2 3
143: bn4b2_branch2a forward 0.2 0.2 0.2 3
171: bn4b4_branch2a forward 0.2 0.2 0.2 3
217: bn4b7_branch2b forward 0.2 0.2 0.2 3
395: bn4b20_branch2a forward 0.2 0.2 0.2 3
399: bn4b20_branch2b forward 0.2 0.2 0.2 3
409: bn4b21_branch2a forward 0.2 0.2 0.2 3
119: bn4a_branch2b forward 0.2 0.2 0.3 3
133: bn4b1_branch2b forward 0.2 0.2 0.2 3
189: bn4b5_branch2b forward 0.2 0.2 0.2 3
213: bn4b7_branch2a forward 0.2 0.2 0.2 3
241: bn4b9_branch2a forward 0.2 0.2 0.2 3
255: bn4b10_branch2a forward 0.2 0.2 0.2 3
273: bn4b11_branch2b forward 0.2 0.2 0.2 3
287: bn4b12_branch2b forward 0.2 0.2 0.2 3
231: bn4b8_branch2b forward 0.2 0.2 0.2 3
161: bn4b3_branch2b forward 0.2 0.2 0.2 3
45: res2c_branch2b_relu forward 0.2 0.2 0.2 3
13: res2a_branch2a_relu forward 0.2 0.2 0.3 3
17: res2a_branch2b_relu forward 0.2 0.2 0.2 3
41: res2c_branch2a_relu forward 0.2 0.2 0.2 3
27: res2b_branch2a_relu forward 0.2 0.2 0.2 3
31: res2b_branch2b_relu forward 0.2 0.2 0.2 3
10: res2a_branch2a forward 0.2 0.2 0.2 3
418: scale4b21_branch2c backward 0.2 0.2 0.2 3
194: scale4b5_branch2c backward 0.2 0.2 0.2 3
222: scale4b7_branch2c backward 0.2 0.2 0.2 3
264: scale4b10_branch2c backward 0.2 0.2 0.2 3
362: scale4b17_branch2c backward 0.2 0.2 0.2 3
432: scale4b22_branch2c backward 0.2 0.2 0.2 3
390: scale4b19_branch2c backward 0.2 0.2 0.6 3
404: scale4b20_branch2c backward 0.2 0.2 0.2 3
292: scale4b12_branch2c backward 0.2 0.2 0.2 3
113: scale4a_branch1 backward 0.2 0.2 0.2 3
180: scale4b4_branch2c backward 0.2 0.2 0.2 3
250: scale4b9_branch2c backward 0.2 0.2 0.2 3
12: scale2a_branch2a backward 0.2 0.6 0.6 3
40: scale2c_branch2a backward 0.2 0.2 0.2 3
152: scale4b2_branch2c backward 0.2 0.2 0.2 3
306: scale4b13_branch2c backward 0.2 0.2 0.2 3
334: scale4b15_branch2c backward 0.2 0.2 0.2 3
376: scale4b18_branch2c backward 0.2 0.2 0.2 3
30: scale2b_branch2b backward 0.2 0.2 0.2 3
44: scale2c_branch2b backward 0.2 0.2 0.4 3
138: scale4b1_branch2c backward 0.2 0.2 0.3 3
124: scale4a_branch2c backward 0.2 0.2 0.2 3
348: scale4b16_branch2c backward 0.2 0.2 0.2 3
26: scale2b_branch2a backward 0.2 0.2 0.2 3
320: scale4b14_branch2c backward 0.2 0.2 0.2 3
166: scale4b3_branch2c backward 0.2 0.2 0.2 3
208: scale4b6_branch2c backward 0.2 0.2 0.2 3
278: scale4b11_branch2c backward 0.2 0.2 0.2 3
236: scale4b8_branch2c backward 0.2 0.2 0.2 3
16: scale2a_branch2b backward 0.2 0.2 0.4 3
391: res4b19 forward 0.2 0.2 4.8 3
433: res4b22 forward 0.2 0.2 5.6 3
321: res4b14 forward 0.2 0.2 0.2 3
139: res4b1 forward 0.2 0.2 0.2 3
335: res4b15 forward 0.2 0.2 0.2 3
405: res4b20 forward 0.2 0.2 0.2 3
209: res4b6 forward 0.2 0.2 0.2 3
307: res4b13 forward 0.2 0.2 0.4 3
363: res4b17 forward 0.2 0.2 0.3 3
419: res4b21 forward 0.2 0.2 3.8 3
153: res4b2 forward 0.2 0.2 0.6 3
265: res4b10 forward 0.2 0.2 0.2 3
349: res4b16 forward 0.2 0.2 0.2 3
377: res4b18 forward 0.2 0.2 0.2 3
125: res4a forward 0.2 0.2 0.8 3
181: res4b4 forward 0.2 0.2 0.2 3
237: res4b8 forward 0.2 0.2 0.2 3
279: res4b11 forward 0.2 0.2 0.2 3
195: res4b5 forward 0.2 0.2 0.2 3
223: res4b7 forward 0.2 0.2 0.2 3
251: res4b9 forward 0.2 0.2 0.2 3
167: res4b3 forward 0.2 0.2 0.2 3
293: res4b12 forward 0.2 0.2 0.2 3
438: scale5a_branch1 forward 0.1 0.2 0.2 3
449: scale5a_branch2c forward 0.1 0.1 0.1 3
463: scale5b_branch2c forward 0.1 0.1 0.1 3
477: scale5c_branch2c forward 0.1 0.1 0.1 3
438: scale5a_branch1 backward 0.1 0.1 0.2 3
449: scale5a_branch2c backward 0.1 0.1 0.1 3
463: scale5b_branch2c backward 0.1 0.1 0.1 3
444: bn5a_branch2b forward 0.1 0.1 0.1 3
451: res5a_relu forward 0.1 0.1 0.1 3
465: res5b_relu forward 0.1 0.1 0.1 3
477: scale5c_branch2c backward 0.1 0.1 0.6 3
479: res5c_relu forward 0.1 0.1 0.1 3
472: bn5c_branch2b forward 0.1 0.1 0.8 3
454: bn5b_branch2a forward 0.1 0.1 0.1 3
468: bn5c_branch2a forward 0.1 0.1 0.1 3
440: bn5a_branch2a forward 0.1 0.1 0.1 3
458: bn5b_branch2b forward 0.1 0.1 0.1 3
71: scale3b1_branch2a backward 0.1 0.1 0.1 3
103: scale3b3_branch2b backward 0.1 0.1 0.1 3
99: scale3b3_branch2a forward 0.1 0.1 0.1 3
99: scale3b3_branch2a backward 0.1 0.1 0.1 3
75: scale3b1_branch2b forward 0.1 0.1 0.1 3
85: scale3b2_branch2a forward 0.1 0.1 0.1 3
89: scale3b2_branch2b backward 0.1 0.1 0.1 3
103: scale3b3_branch2b forward 0.1 0.1 0.1 3
61: scale3a_branch2b forward 0.1 0.1 0.1 3
71: scale3b1_branch2a forward 0.1 0.1 0.1 3
75: scale3b1_branch2b backward 0.1 0.1 0.1 3
89: scale3b2_branch2b forward 0.1 0.1 0.1 3
57: scale3a_branch2a backward 0.1 0.1 0.1 3
85: scale3b2_branch2a backward 0.1 0.1 0.1 3
61: scale3a_branch2b backward 0.1 0.1 0.1 3
57: scale3a_branch2a forward 0.1 0.1 0.1 3
58: res3a_branch2a_relu forward 0.1 0.1 0.1 3
62: res3a_branch2b_relu forward 0.1 0.1 0.5 3
72: res3b1_branch2a_relu forward 0.1 0.1 0.1 3
76: res3b1_branch2b_relu forward 0.1 0.1 0.1 3
90: res3b2_branch2b_relu forward 0.1 0.1 0.1 3
100: res3b3_branch2a_relu forward 0.1 0.1 0.1 3
104: res3b3_branch2b_relu forward 0.1 0.1 0.1 3
86: res3b2_branch2a_relu forward 0.1 0.1 0.2 3
450: res5a forward 0 0 0.1 3
464: res5b forward 0 0 0 3
478: res5c forward 0 0 0 3
116: scale4a_branch2a backward 0 0 0 3
246: scale4b9_branch2b backward 0 0 0 3
344: scale4b16_branch2b backward 0 0 0 3
372: scale4b18_branch2b backward 0 0 0 3
386: scale4b19_branch2b backward 0 0 0 3
428: scale4b22_branch2b backward 0 0 0 3
144: scale4b2_branch2a backward 0 0 0 3
162: scale4b3_branch2b backward 0 0 0 3
190: scale4b5_branch2b backward 0 0 0.1 3
256: scale4b10_branch2a backward 0 0 0 3
316: scale4b14_branch2b backward 0 0 0 3
368: scale4b18_branch2a backward 0 0 0 3
396: scale4b20_branch2a backward 0 0 0 3
414: scale4b21_branch2b backward 0 0 0 3
424: scale4b22_branch2a backward 0 0 0 3
120: scale4a_branch2b backward 0 0 0 3
130: scale4b1_branch2a backward 0 0 0 3
148: scale4b2_branch2b backward 0 0 0 3
186: scale4b5_branch2a backward 0 0 0 3
312: scale4b14_branch2a backward 0 0 0 3
326: scale4b15_branch2a backward 0 0 0.3 3
330: scale4b15_branch2b backward 0 0 0 3
340: scale4b16_branch2a backward 0 0 0 3
358: scale4b17_branch2b backward 0 0 0 3
200: scale4b6_branch2a backward 0 0 0 3
228: scale4b8_branch2a backward 0 0 0 3
242: scale4b9_branch2a backward 0 0 0 3
270: scale4b11_branch2a backward 0 0 0 3
298: scale4b13_branch2a backward 0 0 0 3
354: scale4b17_branch2a backward 0 0 0 3
400: scale4b20_branch2b backward 0 0 0 3
134: scale4b1_branch2b backward 0 0 0 3
158: scale4b3_branch2a backward 0 0 0 3
176: scale4b4_branch2b backward 0 0 0 3
218: scale4b7_branch2b backward 0 0 0 3
288: scale4b12_branch2b backward 0 0 0 3
302: scale4b13_branch2b backward 0 0 0 3
382: scale4b19_branch2a backward 0 0 0 3
410: scale4b21_branch2a backward 0 0 0 3
172: scale4b4_branch2a backward 0 0 0 3
232: scale4b8_branch2b backward 0 0 0 3
260: scale4b10_branch2b backward 0 0 0 3
274: scale4b11_branch2b backward 0 0 0 3
284: scale4b12_branch2a backward 0 0 0 3
204: scale4b6_branch2b backward 0 0 0 3
472: bn5c_branch2b backward 0 0 0 3
214: scale4b7_branch2a backward 0 0 0 3
117: res4a_branch2a_relu forward 0 0 0 3
121: res4a_branch2b_relu forward 0 0 0 3
131: res4b1_branch2a_relu forward 0 0 0 3
159: res4b3_branch2a_relu forward 0 0 0 3
163: res4b3_branch2b_relu forward 0 0 0.4 3
173: res4b4_branch2a_relu forward 0 0 0 3
177: res4b4_branch2b_relu forward 0 0 0 3
187: res4b5_branch2a_relu forward 0 0 0 3
191: res4b5_branch2b_relu forward 0 0 0.2 3
201: res4b6_branch2a_relu forward 0 0 0.4 3
215: res4b7_branch2a_relu forward 0 0 0 3
219: res4b7_branch2b_relu forward 0 0 0 3
229: res4b8_branch2a_relu forward 0 0 0 3
233: res4b8_branch2b_relu forward 0 0 0 3
243: res4b9_branch2a_relu forward 0 0 0 3
261: res4b10_branch2b_relu forward 0 0 0 3
271: res4b11_branch2a_relu forward 0 0 0 3
275: res4b11_branch2b_relu forward 0 0 0 3
285: res4b12_branch2a_relu forward 0 0 0 3
289: res4b12_branch2b_relu forward 0 0 0 3
299: res4b13_branch2a_relu forward 0 0 0.1 3
303: res4b13_branch2b_relu forward 0 0 0 3
313: res4b14_branch2a_relu forward 0 0 0 3
317: res4b14_branch2b_relu forward 0 0 0 3
327: res4b15_branch2a_relu forward 0 0 0 3
331: res4b15_branch2b_relu forward 0 0 0 3
341: res4b16_branch2a_relu forward 0 0 0 3
345: res4b16_branch2b_relu forward 0 0 0 3
359: res4b17_branch2b_relu forward 0 0 0 3
369: res4b18_branch2a_relu forward 0 0 0 3
373: res4b18_branch2b_relu forward 0 0 0 3
383: res4b19_branch2a_relu forward 0 0 0 3
387: res4b19_branch2b_relu forward 0 0 0 3
397: res4b20_branch2a_relu forward 0 0 0 3
401: res4b20_branch2b_relu forward 0 0 0 3
425: res4b22_branch2a_relu forward 0 0 0 3
429: res4b22_branch2b_relu forward 0 0 0.4 3
120: scale4a_branch2b forward 0 0 0 3
135: res4b1_branch2b_relu forward 0 0 0 3
145: res4b2_branch2a_relu forward 0 0 0 3
148: scale4b2_branch2b forward 0 0 0 3
149: res4b2_branch2b_relu forward 0 0 0 3
172: scale4b4_branch2a forward 0 0 0 3
205: res4b6_branch2b_relu forward 0 0 0 3
247: res4b9_branch2b_relu forward 0 0 0 3
256: scale4b10_branch2a forward 0 0 0 3
257: res4b10_branch2a_relu forward 0 0 0 3
316: scale4b14_branch2b forward 0 0 0 3
355: res4b17_branch2a_relu forward 0 0 0 3
368: scale4b18_branch2a forward 0 0 0 3
386: scale4b19_branch2b forward 0 0 0 3
411: res4b21_branch2a_relu forward 0 0 0 3
415: res4b21_branch2b_relu forward 0 0 0 3
116: scale4a_branch2a forward 0 0 0 3
186: scale4b5_branch2a forward 0 0 0 3
204: scale4b6_branch2b forward 0 0 0 3
218: scale4b7_branch2b forward 0 0 0 3
232: scale4b8_branch2b forward 0 0 0 3
270: scale4b11_branch2a forward 0 0 0 3
274: scale4b11_branch2b forward 0 0 0 3
284: scale4b12_branch2a forward 0 0 0 3
298: scale4b13_branch2a forward 0 0 0.2 3
312: scale4b14_branch2a forward 0 0 0 3
326: scale4b15_branch2a forward 0 0 0 3
330: scale4b15_branch2b forward 0 0 0 3
340: scale4b16_branch2a forward 0 0 0 3
344: scale4b16_branch2b forward 0 0 0.6 3
354: scale4b17_branch2a forward 0 0 0 3
358: scale4b17_branch2b forward 0 0 0 3
372: scale4b18_branch2b forward 0 0 0 3
382: scale4b19_branch2a forward 0 0 0 3
396: scale4b20_branch2a forward 0 0 0 3
410: scale4b21_branch2a forward 0 0 0 3
414: scale4b21_branch2b forward 0 0 0 3
424: scale4b22_branch2a forward 0 0 0 3
428: scale4b22_branch2b forward 0 0 0 3
130: scale4b1_branch2a forward 0 0 0 3
134: scale4b1_branch2b forward 0 0 0 3
144: scale4b2_branch2a forward 0 0 0 3
158: scale4b3_branch2a forward 0 0 0 3
162: scale4b3_branch2b forward 0 0 0 3
176: scale4b4_branch2b forward 0 0 0 3
190: scale4b5_branch2b forward 0 0 0 3
200: scale4b6_branch2a forward 0 0 0 3
214: scale4b7_branch2a forward 0 0 0 3
228: scale4b8_branch2a forward 0 0 0 3
242: scale4b9_branch2a forward 0 0 0 3
246: scale4b9_branch2b forward 0 0 0 3
260: scale4b10_branch2b forward 0 0 0 3
288: scale4b12_branch2b forward 0 0 0 3
302: scale4b13_branch2b forward 0 0 0 3
400: scale4b20_branch2b forward 0 0 0 3
469: scale5c_branch2a backward 0 0 0 3
445: scale5a_branch2b backward 0 0 0.3 3
455: scale5b_branch2a backward 0 0 0 3
441: scale5a_branch2a backward 0 0 0 3
459: scale5b_branch2b backward 0 0 0 3
473: scale5c_branch2b backward 0 0 0 3
441: scale5a_branch2a forward 0 0 0 3
445: scale5a_branch2b forward 0 0 0 3
455: scale5b_branch2a forward 0 0 0 3
459: scale5b_branch2b forward 0 0 0 3
469: scale5c_branch2a forward 0 0 0 3
473: scale5c_branch2b forward 0 0 0 3
482: prob forward 0 0 0 3
442: res5a_branch2a_relu forward 0 0 0 3
446: res5a_branch2b_relu forward 0 0 0 3
456: res5b_branch2a_relu forward 0 0 0 3
460: res5b_branch2b_relu forward 0 0 0 3
470: res5c_branch2a_relu forward 0 0 0 3
474: res5c_branch2b_relu forward 0 0 0 3
482: prob backward 0 0 0 3
108: res3b3 backward 0 0 0 3
265: res4b10 backward 0 0 0 3
35: res2b backward 0 0 0 3
49: res2c backward 0 0 0 3
94: res3b2 backward 0 0 0 3
125: res4a backward 0 0 0 3
209: res4b6 backward 0 0 0 3
251: res4b9 backward 0 0 0 3
279: res4b11 backward 0 0 0 3
405: res4b20 backward 0 0 0 3
419: res4b21 backward 0 0 0 3
433: res4b22 backward 0 0 0 3
464: res5b backward 0 0 0 3
478: res5c backward 0 0 0 3
21: res2a backward 0 0 0 3
80: res3b1 backward 0 0 0 3
167: res4b3 backward 0 0 0 3
181: res4b4 backward 0 0 0 3
195: res4b5 backward 0 0 0 3
223: res4b7 backward 0 0 0 3
237: res4b8 backward 0 0 0 3
293: res4b12 backward 0 0 0 3
321: res4b14 backward 0 0 0 3
335: res4b15 backward 0 0 0 3
349: res4b16 backward 0 0 0 3
363: res4b17 backward 0 0 0 3
377: res4b18 backward 0 0 0 3
391: res4b19 backward 0 0 0 3
450: res5a backward 0 0 0 3
66: res3a backward 0 0 0 3
139: res4b1 backward 0 0 0 3
153: res4b2 backward 0 0 0 3
307: res4b13 backward 0 0 0 3
00: input forward 0 0 0 3
06: pool1_pool1_0_split forward 0 0 0 3
23: res2a_res2a_relu_0_split forward 0 0 0 3
37: res2b_res2b_relu_0_split forward 0 0 0 3
51: res2c_res2c_relu_0_split forward 0 0 0 3
68: res3a_res3a_relu_0_split forward 0 0 0 3
110: res3b3_res3b3_relu_0_split forward 0 0 0 3
127: res4a_res4a_relu_0_split forward 0 0 0 3
239: res4b8_res4b8_relu_0_split forward 0 0 0 3
309: res4b13_res4b13_relu_0_split forward 0 0 0 3
323: res4b14_res4b14_relu_0_split forward 0 0 0 3
393: res4b19_res4b19_relu_0_split forward 0 0 0 3
407: res4b20_res4b20_relu_0_split forward 0 0 0 3
421: res4b21_res4b21_relu_0_split forward 0 0 0 3
452: res5a_res5a_relu_0_split forward 0 0 0 3
466: res5b_res5b_relu_0_split forward 0 0 0 3
00: input backward 0 0 0 3
04: conv1_relu backward 0 0 0 3
13: res2a_branch2a_relu backward 0 0 0 3
23: res2a_res2a_relu_0_split backward 0 0 0 3
27: res2b_branch2a_relu backward 0 0 0 3
36: res2b_relu backward 0 0 0 3
37: res2b_res2b_relu_0_split backward 0 0 0 3
51: res2c_res2c_relu_0_split backward 0 0 0 3
58: res3a_branch2a_relu backward 0 0 0 3
62: res3a_branch2b_relu backward 0 0 0 3
67: res3a_relu backward 0 0 0 3
68: res3a_res3a_relu_0_split backward 0 0 0 3
72: res3b1_branch2a_relu backward 0 0 0 3
76: res3b1_branch2b_relu backward 0 0 0 3
82: res3b1_res3b1_relu_0_split forward 0 0 0 3
82: res3b1_res3b1_relu_0_split backward 0 0 0 3
86: res3b2_branch2a_relu backward 0 0 0 3
90: res3b2_branch2b_relu backward 0 0 0 3
95: res3b2_relu backward 0 0 0 3
96: res3b2_res3b2_relu_0_split forward 0 0 0 3
96: res3b2_res3b2_relu_0_split backward 0 0 0 3
100: res3b3_branch2a_relu backward 0 0 0 3
104: res3b3_branch2b_relu backward 0 0 0 3
109: res3b3_relu backward 0 0 0 3
110: res3b3_res3b3_relu_0_split backward 0 0 0 3
117: res4a_branch2a_relu backward 0 0 0 3
127: res4a_res4a_relu_0_split backward 0 0 0 3
131: res4b1_branch2a_relu backward 0 0 0 3
135: res4b1_branch2b_relu backward 0 0 0 3
140: res4b1_relu backward 0 0 0 3
141: res4b1_res4b1_relu_0_split forward 0 0 0 3
141: res4b1_res4b1_relu_0_split backward 0 0 0 3
149: res4b2_branch2b_relu backward 0 0 0 3
155: res4b2_res4b2_relu_0_split forward 0 0 0 3
155: res4b2_res4b2_relu_0_split backward 0 0 0 3
159: res4b3_branch2a_relu backward 0 0 0 3
169: res4b3_res4b3_relu_0_split forward 0 0 0 3
177: res4b4_branch2b_relu backward 0 0 0 3
183: res4b4_res4b4_relu_0_split forward 0 0 0 3
183: res4b4_res4b4_relu_0_split backward 0 0 0 3
187: res4b5_branch2a_relu backward 0 0 0 3
191: res4b5_branch2b_relu backward 0 0 0 3
197: res4b5_res4b5_relu_0_split forward 0 0 0 3
197: res4b5_res4b5_relu_0_split backward 0 0 0 3
201: res4b6_branch2a_relu backward 0 0 0 3
205: res4b6_branch2b_relu backward 0 0 0 3
211: res4b6_res4b6_relu_0_split forward 0 0 0 3
211: res4b6_res4b6_relu_0_split backward 0 0 0 3
215: res4b7_branch2a_relu backward 0 0 0 3
219: res4b7_branch2b_relu backward 0 0 0 3
225: res4b7_res4b7_relu_0_split forward 0 0 0 3
229: res4b8_branch2a_relu backward 0 0 0 3
233: res4b8_branch2b_relu backward 0 0 0 3
238: res4b8_relu backward 0 0 0 3
239: res4b8_res4b8_relu_0_split backward 0 0 0 3
243: res4b9_branch2a_relu backward 0 0 0 3
247: res4b9_branch2b_relu backward 0 0 0 3
252: res4b9_relu backward 0 0 0 3
253: res4b9_res4b9_relu_0_split forward 0 0 0 3
253: res4b9_res4b9_relu_0_split backward 0 0 0 3
257: res4b10_branch2a_relu backward 0 0 0 3
261: res4b10_branch2b_relu backward 0 0 0 3
266: res4b10_relu backward 0 0 0 3
267: res4b10_res4b10_relu_0_split forward 0 0 0 3
267: res4b10_res4b10_relu_0_split backward 0 0 0 3
271: res4b11_branch2a_relu backward 0 0 0 3
275: res4b11_branch2b_relu backward 0 0 0 3
280: res4b11_relu backward 0 0 0 3
281: res4b11_res4b11_relu_0_split forward 0 0 0 3
281: res4b11_res4b11_relu_0_split backward 0 0 0 3
285: res4b12_branch2a_relu backward 0 0 0 3
289: res4b12_branch2b_relu backward 0 0 0 3
295: res4b12_res4b12_relu_0_split forward 0 0 0 3
295: res4b12_res4b12_relu_0_split backward 0 0 0 3
299: res4b13_branch2a_relu backward 0 0 0 3
303: res4b13_branch2b_relu backward 0 0 0 3
309: res4b13_res4b13_relu_0_split backward 0 0 0 3
313: res4b14_branch2a_relu backward 0 0 0 3
317: res4b14_branch2b_relu backward 0 0 0 3
323: res4b14_res4b14_relu_0_split backward 0 0 0 3
327: res4b15_branch2a_relu backward 0 0 0 3
331: res4b15_branch2b_relu backward 0 0 0 3
337: res4b15_res4b15_relu_0_split forward 0 0 0 3
345: res4b16_branch2b_relu backward 0 0 0 3
350: res4b16_relu backward 0 0 0 3
351: res4b16_res4b16_relu_0_split forward 0 0 0 3
351: res4b16_res4b16_relu_0_split backward 0 0 0 3
355: res4b17_branch2a_relu backward 0 0 0 3
365: res4b17_res4b17_relu_0_split forward 0 0 0 3
365: res4b17_res4b17_relu_0_split backward 0 0 0 3
369: res4b18_branch2a_relu backward 0 0 0 3
373: res4b18_branch2b_relu backward 0 0 0 3
379: res4b18_res4b18_relu_0_split forward 0 0 0 3
379: res4b18_res4b18_relu_0_split backward 0 0 0 3
383: res4b19_branch2a_relu backward 0 0 0 3
387: res4b19_branch2b_relu backward 0 0 0 3
393: res4b19_res4b19_relu_0_split backward 0 0 0 3
397: res4b20_branch2a_relu backward 0 0 0 3
401: res4b20_branch2b_relu backward 0 0 0 3
407: res4b20_res4b20_relu_0_split backward 0 0 0 3
415: res4b21_branch2b_relu backward 0 0 0 3
420: res4b21_relu backward 0 0 0 3
421: res4b21_res4b21_relu_0_split backward 0 0 0 3
425: res4b22_branch2a_relu backward 0 0 0 3
429: res4b22_branch2b_relu backward 0 0 0 3
435: res4b22_res4b22_relu_0_split forward 0 0 0 3
435: res4b22_res4b22_relu_0_split backward 0 0 0 3
442: res5a_branch2a_relu backward 0 0 0 3
451: res5a_relu backward 0 0 0 3
452: res5a_res5a_relu_0_split backward 0 0 0 3
456: res5b_branch2a_relu backward 0 0 0 3
460: res5b_branch2b_relu backward 0 0 0 3
466: res5b_res5b_relu_0_split backward 0 0 0 3
470: res5c_branch2a_relu backward 0 0 0 3
474: res5c_branch2b_relu backward 0 0 0 3
479: res5c_relu backward 0 0 0 3
480: pool5 backward 0 0 0 3
05: pool1 backward 0 0 0 3
06: pool1_pool1_0_split backward 0 0 0 3
17: res2a_branch2b_relu backward 0 0 0 3
22: res2a_relu backward 0 0 0 3
31: res2b_branch2b_relu backward 0 0 0 3
41: res2c_branch2a_relu backward 0 0 0 3
45: res2c_branch2b_relu backward 0 0 0 3
50: res2c_relu backward 0 0 0 3
81: res3b1_relu backward 0 0 0 3
121: res4a_branch2b_relu backward 0 0 0 3
126: res4a_relu backward 0 0 0 3
145: res4b2_branch2a_relu backward 0 0 0 3
154: res4b2_relu backward 0 0 0 3
163: res4b3_branch2b_relu backward 0 0 0 3
168: res4b3_relu backward 0 0 0 3
169: res4b3_res4b3_relu_0_split backward 0 0 0 3
173: res4b4_branch2a_relu backward 0 0 0 3
182: res4b4_relu backward 0 0 0 3
196: res4b5_relu backward 0 0 0 3
210: res4b6_relu backward 0 0 0 3
224: res4b7_relu backward 0 0 0 3
225: res4b7_res4b7_relu_0_split backward 0 0 0 3
294: res4b12_relu backward 0 0 0 3
308: res4b13_relu backward 0 0 0 3
322: res4b14_relu backward 0 0 0 3
336: res4b15_relu backward 0 0 0 3
337: res4b15_res4b15_relu_0_split backward 0 0 0 3
341: res4b16_branch2a_relu backward 0 0 0 3
359: res4b17_branch2b_relu backward 0 0 0 3
364: res4b17_relu backward 0 0 0 3
378: res4b18_relu backward 0 0 0 3
392: res4b19_relu backward 0 0 0 3
406: res4b20_relu backward 0 0 0 3
411: res4b21_branch2a_relu backward 0 0 0 3
434: res4b22_relu backward 0 0 0 3
446: res5a_branch2b_relu backward 0 0 0 3
465: res5b_relu backward 0 0 0 3
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