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layer_index	layer_name	layer_type	layer_shape	layer_duration (us)	layer_allocated_bytes	layer_peak_allocated_bytes	layer_allocator_bytes_in_use	layer_allocator_name	layer_host_temp_mem_bytes	layer_device_temp_mem_bytes	layer_host_persistent_mem_bytes	layer_device_persistent_mem_bytes

layer_index	layer_name	layer_type	layer_shape	layer_duration (us)
0	resnetv23_batchnorm0_fwd	BatchNorm	[1,3,224,224]	199
1	resnetv23_conv0_fwd	Convolution	[1,3,224,224]	17703.667
2	resnetv23_batchnorm1_fwd	BatchNorm	[1,64,112,112]	272
3	resnetv23_relu0_fwd	Activation	[1,64,112,112]	57.333
4	resnetv23_pool0_fwd	Pooling	[1,64,112,112]	2732.333
5	resnetv23_stage1_batchnorm0_fwd	BatchNorm	[1,64,56,56]	117.667
6	resnetv23_stage1_activation0	Activation	[1,64,56,56]	22
7	resnetv23_stage1_conv0_fwd	Convolution	[1,64,56,56]	2110
8	resnetv23_stage1_batchnorm1_fwd	BatchNorm	[1,64,56,56]	66.333
9	resnetv23_stage1_activation1	Activation	[1,64,56,56]	20.667
10	resnetv23_stage1_conv1_fwd	Convolution	[1,64,56,56]	16702.667
11	resnetv23_stage1_batchnorm2_fwd	BatchNorm	[1,64,56,56]	104
12	resnetv23_stage1_activation2	Activation	[1,64,56,56]	21.333
13	resnetv23_stage1_conv2_fwd	Convolution	[1,64,56,56]	6570
14	resnetv23_stage1_conv3_fwd	Convolution	[1,64,56,56]	6506
15	resnetv23_stage1__plus0	elemwise_add	[1,256,56,56]	184.333
16	resnetv23_stage1_batchnorm3_fwd	BatchNorm	[1,256,56,56]	76
17	resnetv23_stage1_activation3	Activation	[1,256,56,56]	53.333
18	resnetv23_stage1_conv4_fwd	Convolution	[1,256,56,56]	6931.667
19	resnetv23_stage1_batchnorm4_fwd	BatchNorm	[1,64,56,56]	97
20	resnetv23_stage1_activation4	Activation	[1,64,56,56]	22
21	resnetv23_stage1_conv5_fwd	Convolution	[1,64,56,56]	16720.667
22	resnetv23_stage1_batchnorm5_fwd	BatchNorm	[1,64,56,56]	101.667
23	resnetv23_stage1_activation5	Activation	[1,64,56,56]	21.333
24	resnetv23_stage1_conv6_fwd	Convolution	[1,64,56,56]	6492
25	resnetv23_stage1__plus1	elemwise_add	[1,256,56,56]	122.667
26	resnetv23_stage1_batchnorm6_fwd	BatchNorm	[1,256,56,56]	79.667
27	resnetv23_stage1_activation6	Activation	[1,256,56,56]	54
28	resnetv23_stage1_conv7_fwd	Convolution	[1,256,56,56]	6919
29	resnetv23_stage1_batchnorm7_fwd	BatchNorm	[1,64,56,56]	96.667
30	resnetv23_stage1_activation7	Activation	[1,64,56,56]	21.333
31	resnetv23_stage1_conv8_fwd	Convolution	[1,64,56,56]	16711.667
32	resnetv23_stage1_batchnorm8_fwd	BatchNorm	[1,64,56,56]	100
33	resnetv23_stage1_activation8	Activation	[1,64,56,56]	21.667
34	resnetv23_stage1_conv9_fwd	Convolution	[1,64,56,56]	6550.667
35	resnetv23_stage1__plus2	elemwise_add	[1,256,56,56]	124.333
36	resnetv23_stage2_batchnorm0_fwd	BatchNorm	[1,256,56,56]	79.667
37	resnetv23_stage2_activation0	Activation	[1,256,56,56]	53.667
38	resnetv23_stage2_conv0_fwd	Convolution	[1,256,56,56]	12963.667
39	resnetv23_stage2_batchnorm1_fwd	BatchNorm	[1,128,56,56]	112.333
40	resnetv23_stage2_activation1	Activation	[1,128,56,56]	33
41	resnetv23_stage2_conv1_fwd	Convolution	[1,128,56,56]	15184.667
42	resnetv23_stage2_batchnorm2_fwd	BatchNorm	[1,128,28,28]	95.667
43	resnetv23_stage2_activation2	Activation	[1,128,28,28]	16.333
44	resnetv23_stage2_conv2_fwd	Convolution	[1,128,28,28]	6297
45	resnetv23_stage2_conv3_fwd	Convolution	[1,256,56,56]	12213.333
46	resnetv23_stage2__plus0	elemwise_add	[1,512,28,28]	115
47	resnetv23_stage2_batchnorm3_fwd	BatchNorm	[1,512,28,28]	51.333
48	resnetv23_stage2_activation3	Activation	[1,512,28,28]	32
49	resnetv23_stage2_conv4_fwd	Convolution	[1,512,28,28]	6561.333
50	resnetv23_stage2_batchnorm4_fwd	BatchNorm	[1,128,28,28]	93.333
51	resnetv23_stage2_activation4	Activation	[1,128,28,28]	17
52	resnetv23_stage2_conv5_fwd	Convolution	[1,128,28,28]	15031.333
53	resnetv23_stage2_batchnorm5_fwd	BatchNorm	[1,128,28,28]	94.667
54	resnetv23_stage2_activation5	Activation	[1,128,28,28]	16
55	resnetv23_stage2_conv6_fwd	Convolution	[1,128,28,28]	6306
56	resnetv23_stage2__plus1	elemwise_add	[1,512,28,28]	101.667
57	resnetv23_stage2_batchnorm6_fwd	BatchNorm	[1,512,28,28]	50
58	resnetv23_stage2_activation6	Activation	[1,512,28,28]	32.333
59	resnetv23_stage2_conv7_fwd	Convolution	[1,512,28,28]	6554
60	resnetv23_stage2_batchnorm7_fwd	BatchNorm	[1,128,28,28]	91.333
61	resnetv23_stage2_activation7	Activation	[1,128,28,28]	16.667
62	resnetv23_stage2_conv8_fwd	Convolution	[1,128,28,28]	15009.667
63	resnetv23_stage2_batchnorm8_fwd	BatchNorm	[1,128,28,28]	94
64	resnetv23_stage2_activation8	Activation	[1,128,28,28]	16.667
65	resnetv23_stage2_conv9_fwd	Convolution	[1,128,28,28]	6268
66	resnetv23_stage2__plus2	elemwise_add	[1,512,28,28]	100.667
67	resnetv23_stage2_batchnorm9_fwd	BatchNorm	[1,512,28,28]	49
68	resnetv23_stage2_activation9	Activation	[1,512,28,28]	32.333
69	resnetv23_stage2_conv10_fwd	Convolution	[1,512,28,28]	6562.667
70	resnetv23_stage2_batchnorm10_fwd	BatchNorm	[1,128,28,28]	88
71	resnetv23_stage2_activation10	Activation	[1,128,28,28]	16.667
72	resnetv23_stage2_conv11_fwd	Convolution	[1,128,28,28]	15014.667
73	resnetv23_stage2_batchnorm11_fwd	BatchNorm	[1,128,28,28]	93.333
74	resnetv23_stage2_activation11	Activation	[1,128,28,28]	16
75	resnetv23_stage2_conv12_fwd	Convolution	[1,128,28,28]	6276.667
76	resnetv23_stage2__plus3	elemwise_add	[1,512,28,28]	102
77	resnetv23_stage3_batchnorm0_fwd	BatchNorm	[1,512,28,28]	49.667
78	resnetv23_stage3_activation0	Activation	[1,512,28,28]	33.333
79	resnetv23_stage3_conv0_fwd	Convolution	[1,512,28,28]	12141.667
80	resnetv23_stage3_batchnorm1_fwd	BatchNorm	[1,256,28,28]	100.333
81	resnetv23_stage3_activation1	Activation	[1,256,28,28]	21.333
82	resnetv23_stage3_conv1_fwd	Convolution	[1,256,28,28]	14716.333
83	resnetv23_stage3_batchnorm2_fwd	BatchNorm	[1,256,14,14]	90.667
84	resnetv23_stage3_activation2	Activation	[1,256,14,14]	14.333
85	resnetv23_stage3_conv2_fwd	Convolution	[1,256,14,14]	6090.667
86	resnetv23_stage3_conv3_fwd	Convolution	[1,512,28,28]	12180
87	resnetv23_stage3__plus0	elemwise_add	[1,1024,14,14]	94.667
88	resnetv23_stage3_batchnorm3_fwd	BatchNorm	[1,1024,14,14]	35
89	resnetv23_stage3_activation3	Activation	[1,1024,14,14]	22
90	resnetv23_stage3_conv4_fwd	Convolution	[1,1024,14,14]	6280.333
91	resnetv23_stage3_batchnorm4_fwd	BatchNorm	[1,256,14,14]	90.333
92	resnetv23_stage3_activation4	Activation	[1,256,14,14]	15.333
93	resnetv23_stage3_conv5_fwd	Convolution	[1,256,14,14]	14489.667
94	resnetv23_stage3_batchnorm5_fwd	BatchNorm	[1,256,14,14]	88
95	resnetv23_stage3_activation5	Activation	[1,256,14,14]	14.667
96	resnetv23_stage3_conv6_fwd	Convolution	[1,256,14,14]	6095.667
97	resnetv23_stage3__plus1	elemwise_add	[1,1024,14,14]	91
98	resnetv23_stage3_batchnorm6_fwd	BatchNorm	[1,1024,14,14]	35.333
99	resnetv23_stage3_activation6	Activation	[1,1024,14,14]	21.667
100	resnetv23_stage3_conv7_fwd	Convolution	[1,1024,14,14]	6280.333
101	resnetv23_stage3_batchnorm7_fwd	BatchNorm	[1,256,14,14]	84.667
102	resnetv23_stage3_activation7	Activation	[1,256,14,14]	15.333
103	resnetv23_stage3_conv8_fwd	Convolution	[1,256,14,14]	14501
104	resnetv23_stage3_batchnorm8_fwd	BatchNorm	[1,256,14,14]	90
105	resnetv23_stage3_activation8	Activation	[1,256,14,14]	15
106	resnetv23_stage3_conv9_fwd	Convolution	[1,256,14,14]	6094.333
107	resnetv23_stage3__plus2	elemwise_add	[1,1024,14,14]	89.333
108	resnetv23_stage3_batchnorm9_fwd	BatchNorm	[1,1024,14,14]	35.667
109	resnetv23_stage3_activation9	Activation	[1,1024,14,14]	21.667
110	resnetv23_stage3_conv10_fwd	Convolution	[1,1024,14,14]	6277.667
111	resnetv23_stage3_batchnorm10_fwd	BatchNorm	[1,256,14,14]	83
112	resnetv23_stage3_activation10	Activation	[1,256,14,14]	14.667
113	resnetv23_stage3_conv11_fwd	Convolution	[1,256,14,14]	14467.667
114	resnetv23_stage3_batchnorm11_fwd	BatchNorm	[1,256,14,14]	90.333
115	resnetv23_stage3_activation11	Activation	[1,256,14,14]	14.667
116	resnetv23_stage3_conv12_fwd	Convolution	[1,256,14,14]	6093.333
117	resnetv23_stage3__plus3	elemwise_add	[1,1024,14,14]	88
118	resnetv23_stage3_batchnorm12_fwd	BatchNorm	[1,1024,14,14]	35.667
119	resnetv23_stage3_activation12	Activation	[1,1024,14,14]	21
120	resnetv23_stage3_conv13_fwd	Convolution	[1,1024,14,14]	6274.667
121	resnetv23_stage3_batchnorm13_fwd	BatchNorm	[1,256,14,14]	85.667
122	resnetv23_stage3_activation13	Activation	[1,256,14,14]	15
123	resnetv23_stage3_conv14_fwd	Convolution	[1,256,14,14]	14497.333
124	resnetv23_stage3_batchnorm14_fwd	BatchNorm	[1,256,14,14]	87.333
125	resnetv23_stage3_activation14	Activation	[1,256,14,14]	14.667
126	resnetv23_stage3_conv15_fwd	Convolution	[1,256,14,14]	6091
127	resnetv23_stage3__plus4	elemwise_add	[1,1024,14,14]	84.333
128	resnetv23_stage3_batchnorm15_fwd	BatchNorm	[1,1024,14,14]	35
129	resnetv23_stage3_activation15	Activation	[1,1024,14,14]	21.667
130	resnetv23_stage3_conv16_fwd	Convolution	[1,1024,14,14]	6277.667
131	resnetv23_stage3_batchnorm16_fwd	BatchNorm	[1,256,14,14]	87.667
132	resnetv23_stage3_activation16	Activation	[1,256,14,14]	14
133	resnetv23_stage3_conv17_fwd	Convolution	[1,256,14,14]	14483
134	resnetv23_stage3_batchnorm17_fwd	BatchNorm	[1,256,14,14]	90.333
135	resnetv23_stage3_activation17	Activation	[1,256,14,14]	14
136	resnetv23_stage3_conv18_fwd	Convolution	[1,256,14,14]	6088.667
137	resnetv23_stage3__plus5	elemwise_add	[1,1024,14,14]	86.333
138	resnetv23_stage3_batchnorm18_fwd	BatchNorm	[1,1024,14,14]	34
139	resnetv23_stage3_activation18	Activation	[1,1024,14,14]	21
140	resnetv23_stage3_conv19_fwd	Convolution	[1,1024,14,14]	6281
141	resnetv23_stage3_batchnorm19_fwd	BatchNorm	[1,256,14,14]	87
142	resnetv23_stage3_activation19	Activation	[1,256,14,14]	14.667
143	resnetv23_stage3_conv20_fwd	Convolution	[1,256,14,14]	14475
144	resnetv23_stage3_batchnorm20_fwd	BatchNorm	[1,256,14,14]	87.667
145	resnetv23_stage3_activation20	Activation	[1,256,14,14]	14.667
146	resnetv23_stage3_conv21_fwd	Convolution	[1,256,14,14]	6084
147	resnetv23_stage3__plus6	elemwise_add	[1,1024,14,14]	85.667
148	resnetv23_stage3_batchnorm21_fwd	BatchNorm	[1,1024,14,14]	35.333
149	resnetv23_stage3_activation21	Activation	[1,1024,14,14]	20.667
150	resnetv23_stage3_conv22_fwd	Convolution	[1,1024,14,14]	6276.667
151	resnetv23_stage3_batchnorm22_fwd	BatchNorm	[1,256,14,14]	86.667
152	resnetv23_stage3_activation22	Activation	[1,256,14,14]	14.333
153	resnetv23_stage3_conv23_fwd	Convolution	[1,256,14,14]	14476.333
154	resnetv23_stage3_batchnorm23_fwd	BatchNorm	[1,256,14,14]	87.667
155	resnetv23_stage3_activation23	Activation	[1,256,14,14]	14.667
156	resnetv23_stage3_conv24_fwd	Convolution	[1,256,14,14]	6095.667
157	resnetv23_stage3__plus7	elemwise_add	[1,1024,14,14]	86.333
158	resnetv23_stage3_batchnorm24_fwd	BatchNorm	[1,1024,14,14]	35.667
159	resnetv23_stage3_activation24	Activation	[1,1024,14,14]	22
160	resnetv23_stage3_conv25_fwd	Convolution	[1,1024,14,14]	6279
161	resnetv23_stage3_batchnorm25_fwd	BatchNorm	[1,256,14,14]	88
162	resnetv23_stage3_activation25	Activation	[1,256,14,14]	14.667
163	resnetv23_stage3_conv26_fwd	Convolution	[1,256,14,14]	14511
164	resnetv23_stage3_batchnorm26_fwd	BatchNorm	[1,256,14,14]	87.333
165	resnetv23_stage3_activation26	Activation	[1,256,14,14]	14.667
166	resnetv23_stage3_conv27_fwd	Convolution	[1,256,14,14]	6093.333
167	resnetv23_stage3__plus8	elemwise_add	[1,1024,14,14]	91
168	resnetv23_stage3_batchnorm27_fwd	BatchNorm	[1,1024,14,14]	35.333
169	resnetv23_stage3_activation27	Activation	[1,1024,14,14]	21
170	resnetv23_stage3_conv28_fwd	Convolution	[1,1024,14,14]	6278.667
171	resnetv23_stage3_batchnorm28_fwd	BatchNorm	[1,256,14,14]	89.333
172	resnetv23_stage3_activation28	Activation	[1,256,14,14]	15
173	resnetv23_stage3_conv29_fwd	Convolution	[1,256,14,14]	14486
174	resnetv23_stage3_batchnorm29_fwd	BatchNorm	[1,256,14,14]	91.333
175	resnetv23_stage3_activation29	Activation	[1,256,14,14]	14.667
176	resnetv23_stage3_conv30_fwd	Convolution	[1,256,14,14]	6092.333
177	resnetv23_stage3__plus9	elemwise_add	[1,1024,14,14]	88.667
178	resnetv23_stage3_batchnorm30_fwd	BatchNorm	[1,1024,14,14]	34.667
179	resnetv23_stage3_activation30	Activation	[1,1024,14,14]	21
180	resnetv23_stage3_conv31_fwd	Convolution	[1,1024,14,14]	6283.667
181	resnetv23_stage3_batchnorm31_fwd	BatchNorm	[1,256,14,14]	89.333
182	resnetv23_stage3_activation31	Activation	[1,256,14,14]	15
183	resnetv23_stage3_conv32_fwd	Convolution	[1,256,14,14]	14497
184	resnetv23_stage3_batchnorm32_fwd	BatchNorm	[1,256,14,14]	88.333
185	resnetv23_stage3_activation32	Activation	[1,256,14,14]	15
186	resnetv23_stage3_conv33_fwd	Convolution	[1,256,14,14]	6094.333
187	resnetv23_stage3__plus10	elemwise_add	[1,1024,14,14]	89
188	resnetv23_stage3_batchnorm33_fwd	BatchNorm	[1,1024,14,14]	34.667
189	resnetv23_stage3_activation33	Activation	[1,1024,14,14]	21.333
190	resnetv23_stage3_conv34_fwd	Convolution	[1,1024,14,14]	6279.333
191	resnetv23_stage3_batchnorm34_fwd	BatchNorm	[1,256,14,14]	90.333
192	resnetv23_stage3_activation34	Activation	[1,256,14,14]	14.667
193	resnetv23_stage3_conv35_fwd	Convolution	[1,256,14,14]	14490
194	resnetv23_stage3_batchnorm35_fwd	BatchNorm	[1,256,14,14]	86.667
195	resnetv23_stage3_activation35	Activation	[1,256,14,14]	15
196	resnetv23_stage3_conv36_fwd	Convolution	[1,256,14,14]	6090
197	resnetv23_stage3__plus11	elemwise_add	[1,1024,14,14]	86.667
198	resnetv23_stage3_batchnorm36_fwd	BatchNorm	[1,1024,14,14]	35
199	resnetv23_stage3_activation36	Activation	[1,1024,14,14]	21.333
200	resnetv23_stage3_conv37_fwd	Convolution	[1,1024,14,14]	6281
201	resnetv23_stage3_batchnorm37_fwd	BatchNorm	[1,256,14,14]	87
202	resnetv23_stage3_activation37	Activation	[1,256,14,14]	14.667
203	resnetv23_stage3_conv38_fwd	Convolution	[1,256,14,14]	14496
204	resnetv23_stage3_batchnorm38_fwd	BatchNorm	[1,256,14,14]	91.333
205	resnetv23_stage3_activation38	Activation	[1,256,14,14]	14.333
206	resnetv23_stage3_conv39_fwd	Convolution	[1,256,14,14]	6093.667
207	resnetv23_stage3__plus12	elemwise_add	[1,1024,14,14]	89
208	resnetv23_stage3_batchnorm39_fwd	BatchNorm	[1,1024,14,14]	34.667
209	resnetv23_stage3_activation39	Activation	[1,1024,14,14]	21
210	resnetv23_stage3_conv40_fwd	Convolution	[1,1024,14,14]	6284
211	resnetv23_stage3_batchnorm40_fwd	BatchNorm	[1,256,14,14]	93
212	resnetv23_stage3_activation40	Activation	[1,256,14,14]	14.333
213	resnetv23_stage3_conv41_fwd	Convolution	[1,256,14,14]	14474
214	resnetv23_stage3_batchnorm41_fwd	BatchNorm	[1,256,14,14]	91.667
215	resnetv23_stage3_activation41	Activation	[1,256,14,14]	14.667
216	resnetv23_stage3_conv42_fwd	Convolution	[1,256,14,14]	6090.667
217	resnetv23_stage3__plus13	elemwise_add	[1,1024,14,14]	89
218	resnetv23_stage3_batchnorm42_fwd	BatchNorm	[1,1024,14,14]	34
219	resnetv23_stage3_activation42	Activation	[1,1024,14,14]	21
220	resnetv23_stage3_conv43_fwd	Convolution	[1,1024,14,14]	6281.667
221	resnetv23_stage3_batchnorm43_fwd	BatchNorm	[1,256,14,14]	86
222	resnetv23_stage3_activation43	Activation	[1,256,14,14]	14.667
223	resnetv23_stage3_conv44_fwd	Convolution	[1,256,14,14]	14505
224	resnetv23_stage3_batchnorm44_fwd	BatchNorm	[1,256,14,14]	91.667
225	resnetv23_stage3_activation44	Activation	[1,256,14,14]	14.333
226	resnetv23_stage3_conv45_fwd	Convolution	[1,256,14,14]	6084.667
227	resnetv23_stage3__plus14	elemwise_add	[1,1024,14,14]	84.667
228	resnetv23_stage3_batchnorm45_fwd	BatchNorm	[1,1024,14,14]	35.333
229	resnetv23_stage3_activation45	Activation	[1,1024,14,14]	21.333
230	resnetv23_stage3_conv46_fwd	Convolution	[1,1024,14,14]	6276
231	resnetv23_stage3_batchnorm46_fwd	BatchNorm	[1,256,14,14]	89
232	resnetv23_stage3_activation46	Activation	[1,256,14,14]	14.333
233	resnetv23_stage3_conv47_fwd	Convolution	[1,256,14,14]	14473.333
234	resnetv23_stage3_batchnorm47_fwd	BatchNorm	[1,256,14,14]	88
235	resnetv23_stage3_activation47	Activation	[1,256,14,14]	14.667
236	resnetv23_stage3_conv48_fwd	Convolution	[1,256,14,14]	6089.667
237	resnetv23_stage3__plus15	elemwise_add	[1,1024,14,14]	86
238	resnetv23_stage3_batchnorm48_fwd	BatchNorm	[1,1024,14,14]	35
239	resnetv23_stage3_activation48	Activation	[1,1024,14,14]	21.667
240	resnetv23_stage3_conv49_fwd	Convolution	[1,1024,14,14]	6275
241	resnetv23_stage3_batchnorm49_fwd	BatchNorm	[1,256,14,14]	86.667
242	resnetv23_stage3_activation49	Activation	[1,256,14,14]	14
243	resnetv23_stage3_conv50_fwd	Convolution	[1,256,14,14]	14501.333
244	resnetv23_stage3_batchnorm50_fwd	BatchNorm	[1,256,14,14]	87.333
245	resnetv23_stage3_activation50	Activation	[1,256,14,14]	14.667
246	resnetv23_stage3_conv51_fwd	Convolution	[1,256,14,14]	6086
247	resnetv23_stage3__plus16	elemwise_add	[1,1024,14,14]	87.667
248	resnetv23_stage3_batchnorm51_fwd	BatchNorm	[1,1024,14,14]	35.333
249	resnetv23_stage3_activation51	Activation	[1,1024,14,14]	21
250	resnetv23_stage3_conv52_fwd	Convolution	[1,1024,14,14]	6280.333
251	resnetv23_stage3_batchnorm52_fwd	BatchNorm	[1,256,14,14]	88.667
252	resnetv23_stage3_activation52	Activation	[1,256,14,14]	14.667
253	resnetv23_stage3_conv53_fwd	Convolution	[1,256,14,14]	14481.667
254	resnetv23_stage3_batchnorm53_fwd	BatchNorm	[1,256,14,14]	92
255	resnetv23_stage3_activation53	Activation	[1,256,14,14]	14
256	resnetv23_stage3_conv54_fwd	Convolution	[1,256,14,14]	6092
257	resnetv23_stage3__plus17	elemwise_add	[1,1024,14,14]	89
258	resnetv23_stage3_batchnorm54_fwd	BatchNorm	[1,1024,14,14]	35
259	resnetv23_stage3_activation54	Activation	[1,1024,14,14]	21.333
260	resnetv23_stage3_conv55_fwd	Convolution	[1,1024,14,14]	6281.667
261	resnetv23_stage3_batchnorm55_fwd	BatchNorm	[1,256,14,14]	85.667
262	resnetv23_stage3_activation55	Activation	[1,256,14,14]	15.333
263	resnetv23_stage3_conv56_fwd	Convolution	[1,256,14,14]	14483
264	resnetv23_stage3_batchnorm56_fwd	BatchNorm	[1,256,14,14]	88.333
265	resnetv23_stage3_activation56	Activation	[1,256,14,14]	14.667
266	resnetv23_stage3_conv57_fwd	Convolution	[1,256,14,14]	6094.667
267	resnetv23_stage3__plus18	elemwise_add	[1,1024,14,14]	87.333
268	resnetv23_stage3_batchnorm57_fwd	BatchNorm	[1,1024,14,14]	34.667
269	resnetv23_stage3_activation57	Activation	[1,1024,14,14]	21
270	resnetv23_stage3_conv58_fwd	Convolution	[1,1024,14,14]	6276.333
271	resnetv23_stage3_batchnorm58_fwd	BatchNorm	[1,256,14,14]	89
272	resnetv23_stage3_activation58	Activation	[1,256,14,14]	15
273	resnetv23_stage3_conv59_fwd	Convolution	[1,256,14,14]	14486
274	resnetv23_stage3_batchnorm59_fwd	BatchNorm	[1,256,14,14]	90
275	resnetv23_stage3_activation59	Activation	[1,256,14,14]	14.667
276	resnetv23_stage3_conv60_fwd	Convolution	[1,256,14,14]	6091
277	resnetv23_stage3__plus19	elemwise_add	[1,1024,14,14]	86.333
278	resnetv23_stage3_batchnorm60_fwd	BatchNorm	[1,1024,14,14]	35.667
279	resnetv23_stage3_activation60	Activation	[1,1024,14,14]	21.333
280	resnetv23_stage3_conv61_fwd	Convolution	[1,1024,14,14]	6281
281	resnetv23_stage3_batchnorm61_fwd	BatchNorm	[1,256,14,14]	87.667
282	resnetv23_stage3_activation61	Activation	[1,256,14,14]	14.333
283	resnetv23_stage3_conv62_fwd	Convolution	[1,256,14,14]	14509
284	resnetv23_stage3_batchnorm62_fwd	BatchNorm	[1,256,14,14]	88.667
285	resnetv23_stage3_activation62	Activation	[1,256,14,14]	14.667
286	resnetv23_stage3_conv63_fwd	Convolution	[1,256,14,14]	6093.333
287	resnetv23_stage3__plus20	elemwise_add	[1,1024,14,14]	88.333
288	resnetv23_stage3_batchnorm63_fwd	BatchNorm	[1,1024,14,14]	35.333
289	resnetv23_stage3_activation63	Activation	[1,1024,14,14]	22
290	resnetv23_stage3_conv64_fwd	Convolution	[1,1024,14,14]	6281.333
291	resnetv23_stage3_batchnorm64_fwd	BatchNorm	[1,256,14,14]	89.667
292	resnetv23_stage3_activation64	Activation	[1,256,14,14]	14.333
293	resnetv23_stage3_conv65_fwd	Convolution	[1,256,14,14]	14492.333
294	resnetv23_stage3_batchnorm65_fwd	BatchNorm	[1,256,14,14]	87.667
295	resnetv23_stage3_activation65	Activation	[1,256,14,14]	14.333
296	resnetv23_stage3_conv66_fwd	Convolution	[1,256,14,14]	6093
297	resnetv23_stage3__plus21	elemwise_add	[1,1024,14,14]	85.333
298	resnetv23_stage3_batchnorm66_fwd	BatchNorm	[1,1024,14,14]	35
299	resnetv23_stage3_activation66	Activation	[1,1024,14,14]	21.667
300	resnetv23_stage3_conv67_fwd	Convolution	[1,1024,14,14]	6283
301	resnetv23_stage3_batchnorm67_fwd	BatchNorm	[1,256,14,14]	87
302	resnetv23_stage3_activation67	Activation	[1,256,14,14]	15
303	resnetv23_stage3_conv68_fwd	Convolution	[1,256,14,14]	14513.667
304	resnetv23_stage3_batchnorm68_fwd	BatchNorm	[1,256,14,14]	86
305	resnetv23_stage3_activation68	Activation	[1,256,14,14]	15
306	resnetv23_stage3_conv69_fwd	Convolution	[1,256,14,14]	6096.667
307	resnetv23_stage3__plus22	elemwise_add	[1,1024,14,14]	89.667
308	resnetv23_stage4_batchnorm0_fwd	BatchNorm	[1,1024,14,14]	35
309	resnetv23_stage4_activation0	Activation	[1,1024,14,14]	21
310	resnetv23_stage4_conv0_fwd	Convolution	[1,1024,14,14]	12288.333
311	resnetv23_stage4_batchnorm1_fwd	BatchNorm	[1,512,14,14]	93
312	resnetv23_stage4_activation1	Activation	[1,512,14,14]	16.333
313	resnetv23_stage4_conv1_fwd	Convolution	[1,512,14,14]	17905
314	resnetv23_stage4_batchnorm2_fwd	BatchNorm	[1,512,7,7]	92.333
315	resnetv23_stage4_activation2	Activation	[1,512,7,7]	13.667
316	resnetv23_stage4_conv2_fwd	Convolution	[1,512,7,7]	7695.667
317	resnetv23_stage4_conv3_fwd	Convolution	[1,1024,14,14]	15177
318	resnetv23_stage4__plus0	elemwise_add	[1,2048,7,7]	93.333
319	resnetv23_stage4_batchnorm3_fwd	BatchNorm	[1,2048,7,7]	36
320	resnetv23_stage4_activation3	Activation	[1,2048,7,7]	16.333
321	resnetv23_stage4_conv4_fwd	Convolution	[1,2048,7,7]	7665
322	resnetv23_stage4_batchnorm4_fwd	BatchNorm	[1,512,7,7]	95
323	resnetv23_stage4_activation4	Activation	[1,512,7,7]	14
324	resnetv23_stage4_conv5_fwd	Convolution	[1,512,7,7]	17923
325	resnetv23_stage4_batchnorm5_fwd	BatchNorm	[1,512,7,7]	92
326	resnetv23_stage4_activation5	Activation	[1,512,7,7]	14
327	resnetv23_stage4_conv6_fwd	Convolution	[1,512,7,7]	7705.333
328	resnetv23_stage4__plus1	elemwise_add	[1,2048,7,7]	85.667
329	resnetv23_stage4_batchnorm6_fwd	BatchNorm	[1,2048,7,7]	34.333
330	resnetv23_stage4_activation6	Activation	[1,2048,7,7]	15
331	resnetv23_stage4_conv7_fwd	Convolution	[1,2048,7,7]	7640
332	resnetv23_stage4_batchnorm7_fwd	BatchNorm	[1,512,7,7]	90.333
333	resnetv23_stage4_activation7	Activation	[1,512,7,7]	14
334	resnetv23_stage4_conv8_fwd	Convolution	[1,512,7,7]	17897.667
335	resnetv23_stage4_batchnorm8_fwd	BatchNorm	[1,512,7,7]	98.333
336	resnetv23_stage4_activation8	Activation	[1,512,7,7]	14.333
337	resnetv23_stage4_conv9_fwd	Convolution	[1,512,7,7]	7679
338	resnetv23_stage4__plus2	elemwise_add	[1,2048,7,7]	87.333
339	resnetv23_batchnorm2_fwd	BatchNorm	[1,2048,7,7]	34
340	resnetv23_relu1_fwd	Activation	[1,2048,7,7]	16.333
341	resnetv23_pool1_fwd	Pooling	[1,2048,7,7]	159.667
342	resnetv23_flatten0_flatten0	Flatten	[1,2048,1,1]	3
343	resnetv23_dense0_fwd	FullyConnected	[1,2048]	2333.333

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