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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	resnetv13_conv0_fwd	Convolution	[1,3,224,224]	17640.667
1	resnetv13_batchnorm0_fwd	BatchNorm	[1,64,112,112]	176.333
2	resnetv13_relu0_fwd	Activation	[1,64,112,112]	55
3	resnetv13_pool0_fwd	Pooling	[1,64,112,112]	4003.667
4	resnetv13_stage1_conv0_fwd	Convolution	[1,64,56,56]	2014.667
5	resnetv13_stage1_batchnorm0_fwd	BatchNorm	[1,64,56,56]	45
6	resnetv13_stage1_relu0_fwd	Activation	[1,64,56,56]	22
7	resnetv13_stage1_conv1_fwd	Convolution	[1,64,56,56]	17966.667
8	resnetv13_stage1_batchnorm1_fwd	BatchNorm	[1,64,56,56]	107.667
9	resnetv13_stage1_relu1_fwd	Activation	[1,64,56,56]	22
10	resnetv13_stage1_conv2_fwd	Convolution	[1,64,56,56]	7420.667
11	resnetv13_stage1_batchnorm2_fwd	BatchNorm	[1,256,56,56]	157
12	resnetv13_stage1_conv3_fwd	Convolution	[1,64,56,56]	7344.667
13	resnetv13_stage1_batchnorm3_fwd	BatchNorm	[1,256,56,56]	205.667
14	add_resnetv13_stage1_activation0	add_relu	[1,256,56,56]	70.667
15	resnetv13_stage1_conv4_fwd	Convolution	[1,256,56,56]	7852.333
16	resnetv13_stage1_batchnorm4_fwd	BatchNorm	[1,64,56,56]	28.667
17	resnetv13_stage1_relu2_fwd	Activation	[1,64,56,56]	21.333
18	resnetv13_stage1_conv5_fwd	Convolution	[1,64,56,56]	17955.333
19	resnetv13_stage1_batchnorm5_fwd	BatchNorm	[1,64,56,56]	107
20	resnetv13_stage1_relu3_fwd	Activation	[1,64,56,56]	21.667
21	resnetv13_stage1_conv6_fwd	Convolution	[1,64,56,56]	7464
22	resnetv13_stage1_batchnorm6_fwd	BatchNorm	[1,256,56,56]	78.667
23	add_resnetv13_stage1_activation1	add_relu	[1,256,56,56]	73.333
24	resnetv13_stage1_conv7_fwd	Convolution	[1,256,56,56]	7842
25	resnetv13_stage1_batchnorm7_fwd	BatchNorm	[1,64,56,56]	33
26	resnetv13_stage1_relu4_fwd	Activation	[1,64,56,56]	22.333
27	resnetv13_stage1_conv8_fwd	Convolution	[1,64,56,56]	17960.333
28	resnetv13_stage1_batchnorm8_fwd	BatchNorm	[1,64,56,56]	104.333
29	resnetv13_stage1_relu5_fwd	Activation	[1,64,56,56]	22
30	resnetv13_stage1_conv9_fwd	Convolution	[1,64,56,56]	7457.667
31	resnetv13_stage1_batchnorm9_fwd	BatchNorm	[1,256,56,56]	75.667
32	add_resnetv13_stage1_activation2	add_relu	[1,256,56,56]	72
33	resnetv13_stage2_conv0_fwd	Convolution	[1,256,56,56]	4595.333
34	resnetv13_stage2_batchnorm0_fwd	BatchNorm	[1,128,28,28]	26.333
35	resnetv13_stage2_relu0_fwd	Activation	[1,128,28,28]	16.333
36	resnetv13_stage2_conv1_fwd	Convolution	[1,128,28,28]	16137.667
37	resnetv13_stage2_batchnorm1_fwd	BatchNorm	[1,128,28,28]	98
38	resnetv13_stage2_relu1_fwd	Activation	[1,128,28,28]	16.333
39	resnetv13_stage2_conv2_fwd	Convolution	[1,128,28,28]	7323.333
40	resnetv13_stage2_batchnorm2_fwd	BatchNorm	[1,512,28,28]	52.333
41	resnetv13_stage2_conv3_fwd	Convolution	[1,256,56,56]	13176
42	resnetv13_stage2_batchnorm3_fwd	BatchNorm	[1,512,28,28]	115.333
43	add_resnetv13_stage2_activation0	add_relu	[1,512,28,28]	41.333
44	resnetv13_stage2_conv4_fwd	Convolution	[1,512,28,28]	7544
45	resnetv13_stage2_batchnorm4_fwd	BatchNorm	[1,128,28,28]	25.333
46	resnetv13_stage2_relu2_fwd	Activation	[1,128,28,28]	16
47	resnetv13_stage2_conv5_fwd	Convolution	[1,128,28,28]	16133.667
48	resnetv13_stage2_batchnorm5_fwd	BatchNorm	[1,128,28,28]	97.667
49	resnetv13_stage2_relu3_fwd	Activation	[1,128,28,28]	16.667
50	resnetv13_stage2_conv6_fwd	Convolution	[1,128,28,28]	7328.667
51	resnetv13_stage2_batchnorm6_fwd	BatchNorm	[1,512,28,28]	46.333
52	add_resnetv13_stage2_activation1	add_relu	[1,512,28,28]	40.333
53	resnetv13_stage2_conv7_fwd	Convolution	[1,512,28,28]	7541.667
54	resnetv13_stage2_batchnorm7_fwd	BatchNorm	[1,128,28,28]	25
55	resnetv13_stage2_relu4_fwd	Activation	[1,128,28,28]	15.333
56	resnetv13_stage2_conv8_fwd	Convolution	[1,128,28,28]	16138.333
57	resnetv13_stage2_batchnorm8_fwd	BatchNorm	[1,128,28,28]	96.333
58	resnetv13_stage2_relu5_fwd	Activation	[1,128,28,28]	16.333
59	resnetv13_stage2_conv9_fwd	Convolution	[1,128,28,28]	7323
60	resnetv13_stage2_batchnorm9_fwd	BatchNorm	[1,512,28,28]	47
61	add_resnetv13_stage2_activation2	add_relu	[1,512,28,28]	41.667
62	resnetv13_stage2_conv10_fwd	Convolution	[1,512,28,28]	7541.667
63	resnetv13_stage2_batchnorm10_fwd	BatchNorm	[1,128,28,28]	26
64	resnetv13_stage2_relu6_fwd	Activation	[1,128,28,28]	15.333
65	resnetv13_stage2_conv11_fwd	Convolution	[1,128,28,28]	16141.333
66	resnetv13_stage2_batchnorm11_fwd	BatchNorm	[1,128,28,28]	96.667
67	resnetv13_stage2_relu7_fwd	Activation	[1,128,28,28]	16
68	resnetv13_stage2_conv12_fwd	Convolution	[1,128,28,28]	7324.667
69	resnetv13_stage2_batchnorm12_fwd	BatchNorm	[1,512,28,28]	48
70	add_resnetv13_stage2_activation3	add_relu	[1,512,28,28]	41.667
71	resnetv13_stage3_conv0_fwd	Convolution	[1,512,28,28]	4327.667
72	resnetv13_stage3_batchnorm0_fwd	BatchNorm	[1,256,14,14]	23
73	resnetv13_stage3_relu0_fwd	Activation	[1,256,14,14]	13
74	resnetv13_stage3_conv1_fwd	Convolution	[1,256,14,14]	15571
75	resnetv13_stage3_batchnorm1_fwd	BatchNorm	[1,256,14,14]	96.667
76	resnetv13_stage3_relu1_fwd	Activation	[1,256,14,14]	13.333
77	resnetv13_stage3_conv2_fwd	Convolution	[1,256,14,14]	7159
78	resnetv13_stage3_batchnorm2_fwd	BatchNorm	[1,1024,14,14]	37
79	resnetv13_stage3_conv3_fwd	Convolution	[1,512,28,28]	13181.333
80	resnetv13_stage3_batchnorm3_fwd	BatchNorm	[1,1024,14,14]	105.667
81	add_resnetv13_stage3_activation0	add_relu	[1,1024,14,14]	26.667
82	resnetv13_stage3_conv4_fwd	Convolution	[1,1024,14,14]	7257
83	resnetv13_stage3_batchnorm4_fwd	BatchNorm	[1,256,14,14]	23.667
84	resnetv13_stage3_relu2_fwd	Activation	[1,256,14,14]	14.333
85	resnetv13_stage3_conv5_fwd	Convolution	[1,256,14,14]	15509
86	resnetv13_stage3_batchnorm5_fwd	BatchNorm	[1,256,14,14]	89.667
87	resnetv13_stage3_relu3_fwd	Activation	[1,256,14,14]	14.667
88	resnetv13_stage3_conv6_fwd	Convolution	[1,256,14,14]	7154.333
89	resnetv13_stage3_batchnorm6_fwd	BatchNorm	[1,1024,14,14]	31
90	add_resnetv13_stage3_activation1	add_relu	[1,1024,14,14]	27
91	resnetv13_stage3_conv7_fwd	Convolution	[1,1024,14,14]	7262.667
92	resnetv13_stage3_batchnorm7_fwd	BatchNorm	[1,256,14,14]	23.667
93	resnetv13_stage3_relu4_fwd	Activation	[1,256,14,14]	13
94	resnetv13_stage3_conv8_fwd	Convolution	[1,256,14,14]	15483
95	resnetv13_stage3_batchnorm8_fwd	BatchNorm	[1,256,14,14]	97
96	resnetv13_stage3_relu5_fwd	Activation	[1,256,14,14]	13.667
97	resnetv13_stage3_conv9_fwd	Convolution	[1,256,14,14]	7160.667
98	resnetv13_stage3_batchnorm9_fwd	BatchNorm	[1,1024,14,14]	34
99	add_resnetv13_stage3_activation2	add_relu	[1,1024,14,14]	27
100	resnetv13_stage3_conv10_fwd	Convolution	[1,1024,14,14]	7262.333
101	resnetv13_stage3_batchnorm10_fwd	BatchNorm	[1,256,14,14]	24.333
102	resnetv13_stage3_relu6_fwd	Activation	[1,256,14,14]	15
103	resnetv13_stage3_conv11_fwd	Convolution	[1,256,14,14]	15501.667
104	resnetv13_stage3_batchnorm11_fwd	BatchNorm	[1,256,14,14]	95
105	resnetv13_stage3_relu7_fwd	Activation	[1,256,14,14]	14.333
106	resnetv13_stage3_conv12_fwd	Convolution	[1,256,14,14]	7154.667
107	resnetv13_stage3_batchnorm12_fwd	BatchNorm	[1,1024,14,14]	34.667
108	add_resnetv13_stage3_activation3	add_relu	[1,1024,14,14]	26.333
109	resnetv13_stage3_conv13_fwd	Convolution	[1,1024,14,14]	7264.333
110	resnetv13_stage3_batchnorm13_fwd	BatchNorm	[1,256,14,14]	24.333
111	resnetv13_stage3_relu8_fwd	Activation	[1,256,14,14]	14
112	resnetv13_stage3_conv14_fwd	Convolution	[1,256,14,14]	15499.667
113	resnetv13_stage3_batchnorm14_fwd	BatchNorm	[1,256,14,14]	96.333
114	resnetv13_stage3_relu9_fwd	Activation	[1,256,14,14]	14
115	resnetv13_stage3_conv15_fwd	Convolution	[1,256,14,14]	7165.333
116	resnetv13_stage3_batchnorm15_fwd	BatchNorm	[1,1024,14,14]	35.667
117	add_resnetv13_stage3_activation4	add_relu	[1,1024,14,14]	25.667
118	resnetv13_stage3_conv16_fwd	Convolution	[1,1024,14,14]	7263
119	resnetv13_stage3_batchnorm16_fwd	BatchNorm	[1,256,14,14]	26
120	resnetv13_stage3_relu10_fwd	Activation	[1,256,14,14]	13.333
121	resnetv13_stage3_conv17_fwd	Convolution	[1,256,14,14]	15491.667
122	resnetv13_stage3_batchnorm17_fwd	BatchNorm	[1,256,14,14]	99.667
123	resnetv13_stage3_relu11_fwd	Activation	[1,256,14,14]	14.333
124	resnetv13_stage3_conv18_fwd	Convolution	[1,256,14,14]	7157.667
125	resnetv13_stage3_batchnorm18_fwd	BatchNorm	[1,1024,14,14]	34.667
126	add_resnetv13_stage3_activation5	add_relu	[1,1024,14,14]	27
127	resnetv13_stage3_conv19_fwd	Convolution	[1,1024,14,14]	7263.333
128	resnetv13_stage3_batchnorm19_fwd	BatchNorm	[1,256,14,14]	24.667
129	resnetv13_stage3_relu12_fwd	Activation	[1,256,14,14]	14.333
130	resnetv13_stage3_conv20_fwd	Convolution	[1,256,14,14]	15483
131	resnetv13_stage3_batchnorm20_fwd	BatchNorm	[1,256,14,14]	100
132	resnetv13_stage3_relu13_fwd	Activation	[1,256,14,14]	14.333
133	resnetv13_stage3_conv21_fwd	Convolution	[1,256,14,14]	7159.667
134	resnetv13_stage3_batchnorm21_fwd	BatchNorm	[1,1024,14,14]	34
135	add_resnetv13_stage3_activation6	add_relu	[1,1024,14,14]	26.667
136	resnetv13_stage3_conv22_fwd	Convolution	[1,1024,14,14]	7261.667
137	resnetv13_stage3_batchnorm22_fwd	BatchNorm	[1,256,14,14]	24
138	resnetv13_stage3_relu14_fwd	Activation	[1,256,14,14]	13.333
139	resnetv13_stage3_conv23_fwd	Convolution	[1,256,14,14]	15489.333
140	resnetv13_stage3_batchnorm23_fwd	BatchNorm	[1,256,14,14]	97
141	resnetv13_stage3_relu15_fwd	Activation	[1,256,14,14]	14.333
142	resnetv13_stage3_conv24_fwd	Convolution	[1,256,14,14]	7159.333
143	resnetv13_stage3_batchnorm24_fwd	BatchNorm	[1,1024,14,14]	35.333
144	add_resnetv13_stage3_activation7	add_relu	[1,1024,14,14]	26.667
145	resnetv13_stage3_conv25_fwd	Convolution	[1,1024,14,14]	7268
146	resnetv13_stage3_batchnorm25_fwd	BatchNorm	[1,256,14,14]	24
147	resnetv13_stage3_relu16_fwd	Activation	[1,256,14,14]	14
148	resnetv13_stage3_conv26_fwd	Convolution	[1,256,14,14]	15490.667
149	resnetv13_stage3_batchnorm26_fwd	BatchNorm	[1,256,14,14]	98
150	resnetv13_stage3_relu17_fwd	Activation	[1,256,14,14]	14
151	resnetv13_stage3_conv27_fwd	Convolution	[1,256,14,14]	7159
152	resnetv13_stage3_batchnorm27_fwd	BatchNorm	[1,1024,14,14]	33.333
153	add_resnetv13_stage3_activation8	add_relu	[1,1024,14,14]	27
154	resnetv13_stage3_conv28_fwd	Convolution	[1,1024,14,14]	7267
155	resnetv13_stage3_batchnorm28_fwd	BatchNorm	[1,256,14,14]	24.667
156	resnetv13_stage3_relu18_fwd	Activation	[1,256,14,14]	13.667
157	resnetv13_stage3_conv29_fwd	Convolution	[1,256,14,14]	15505.333
158	resnetv13_stage3_batchnorm29_fwd	BatchNorm	[1,256,14,14]	96
159	resnetv13_stage3_relu19_fwd	Activation	[1,256,14,14]	14.333
160	resnetv13_stage3_conv30_fwd	Convolution	[1,256,14,14]	7161.667
161	resnetv13_stage3_batchnorm30_fwd	BatchNorm	[1,1024,14,14]	36.333
162	add_resnetv13_stage3_activation9	add_relu	[1,1024,14,14]	27
163	resnetv13_stage3_conv31_fwd	Convolution	[1,1024,14,14]	7258.333
164	resnetv13_stage3_batchnorm31_fwd	BatchNorm	[1,256,14,14]	24.667
165	resnetv13_stage3_relu20_fwd	Activation	[1,256,14,14]	14
166	resnetv13_stage3_conv32_fwd	Convolution	[1,256,14,14]	15491.333
167	resnetv13_stage3_batchnorm32_fwd	BatchNorm	[1,256,14,14]	100
168	resnetv13_stage3_relu21_fwd	Activation	[1,256,14,14]	14.667
169	resnetv13_stage3_conv33_fwd	Convolution	[1,256,14,14]	7165.667
170	resnetv13_stage3_batchnorm33_fwd	BatchNorm	[1,1024,14,14]	35
171	add_resnetv13_stage3_activation10	add_relu	[1,1024,14,14]	28
172	resnetv13_stage3_conv34_fwd	Convolution	[1,1024,14,14]	7270
173	resnetv13_stage3_batchnorm34_fwd	BatchNorm	[1,256,14,14]	26
174	resnetv13_stage3_relu22_fwd	Activation	[1,256,14,14]	13.667
175	resnetv13_stage3_conv35_fwd	Convolution	[1,256,14,14]	15501.333
176	resnetv13_stage3_batchnorm35_fwd	BatchNorm	[1,256,14,14]	100
177	resnetv13_stage3_relu23_fwd	Activation	[1,256,14,14]	14.667
178	resnetv13_stage3_conv36_fwd	Convolution	[1,256,14,14]	7159.667
179	resnetv13_stage3_batchnorm36_fwd	BatchNorm	[1,1024,14,14]	34.667
180	add_resnetv13_stage3_activation11	add_relu	[1,1024,14,14]	26.667
181	resnetv13_stage3_conv37_fwd	Convolution	[1,1024,14,14]	7260.667
182	resnetv13_stage3_batchnorm37_fwd	BatchNorm	[1,256,14,14]	24
183	resnetv13_stage3_relu24_fwd	Activation	[1,256,14,14]	14.333
184	resnetv13_stage3_conv38_fwd	Convolution	[1,256,14,14]	15487.333
185	resnetv13_stage3_batchnorm38_fwd	BatchNorm	[1,256,14,14]	98.667
186	resnetv13_stage3_relu25_fwd	Activation	[1,256,14,14]	14.333
187	resnetv13_stage3_conv39_fwd	Convolution	[1,256,14,14]	7159
188	resnetv13_stage3_batchnorm39_fwd	BatchNorm	[1,1024,14,14]	34.667
189	add_resnetv13_stage3_activation12	add_relu	[1,1024,14,14]	26.667
190	resnetv13_stage3_conv40_fwd	Convolution	[1,1024,14,14]	7265
191	resnetv13_stage3_batchnorm40_fwd	BatchNorm	[1,256,14,14]	23.333
192	resnetv13_stage3_relu26_fwd	Activation	[1,256,14,14]	14
193	resnetv13_stage3_conv41_fwd	Convolution	[1,256,14,14]	15482.333
194	resnetv13_stage3_batchnorm41_fwd	BatchNorm	[1,256,14,14]	96.667
195	resnetv13_stage3_relu27_fwd	Activation	[1,256,14,14]	14
196	resnetv13_stage3_conv42_fwd	Convolution	[1,256,14,14]	7160
197	resnetv13_stage3_batchnorm42_fwd	BatchNorm	[1,1024,14,14]	35
198	add_resnetv13_stage3_activation13	add_relu	[1,1024,14,14]	26.667
199	resnetv13_stage3_conv43_fwd	Convolution	[1,1024,14,14]	7260.333
200	resnetv13_stage3_batchnorm43_fwd	BatchNorm	[1,256,14,14]	24.667
201	resnetv13_stage3_relu28_fwd	Activation	[1,256,14,14]	14
202	resnetv13_stage3_conv44_fwd	Convolution	[1,256,14,14]	15500.667
203	resnetv13_stage3_batchnorm44_fwd	BatchNorm	[1,256,14,14]	96
204	resnetv13_stage3_relu29_fwd	Activation	[1,256,14,14]	14.667
205	resnetv13_stage3_conv45_fwd	Convolution	[1,256,14,14]	7161.333
206	resnetv13_stage3_batchnorm45_fwd	BatchNorm	[1,1024,14,14]	35.667
207	add_resnetv13_stage3_activation14	add_relu	[1,1024,14,14]	26.667
208	resnetv13_stage3_conv46_fwd	Convolution	[1,1024,14,14]	7259
209	resnetv13_stage3_batchnorm46_fwd	BatchNorm	[1,256,14,14]	24
210	resnetv13_stage3_relu30_fwd	Activation	[1,256,14,14]	13.667
211	resnetv13_stage3_conv47_fwd	Convolution	[1,256,14,14]	15498.333
212	resnetv13_stage3_batchnorm47_fwd	BatchNorm	[1,256,14,14]	94.667
213	resnetv13_stage3_relu31_fwd	Activation	[1,256,14,14]	15
214	resnetv13_stage3_conv48_fwd	Convolution	[1,256,14,14]	7161.667
215	resnetv13_stage3_batchnorm48_fwd	BatchNorm	[1,1024,14,14]	35.333
216	add_resnetv13_stage3_activation15	add_relu	[1,1024,14,14]	27
217	resnetv13_stage3_conv49_fwd	Convolution	[1,1024,14,14]	7262.667
218	resnetv13_stage3_batchnorm49_fwd	BatchNorm	[1,256,14,14]	24.667
219	resnetv13_stage3_relu32_fwd	Activation	[1,256,14,14]	14.333
220	resnetv13_stage3_conv50_fwd	Convolution	[1,256,14,14]	15488
221	resnetv13_stage3_batchnorm50_fwd	BatchNorm	[1,256,14,14]	100.333
222	resnetv13_stage3_relu33_fwd	Activation	[1,256,14,14]	14.333
223	resnetv13_stage3_conv51_fwd	Convolution	[1,256,14,14]	7158.667
224	resnetv13_stage3_batchnorm51_fwd	BatchNorm	[1,1024,14,14]	34
225	add_resnetv13_stage3_activation16	add_relu	[1,1024,14,14]	26.667
226	resnetv13_stage3_conv52_fwd	Convolution	[1,1024,14,14]	7262
227	resnetv13_stage3_batchnorm52_fwd	BatchNorm	[1,256,14,14]	25
228	resnetv13_stage3_relu34_fwd	Activation	[1,256,14,14]	14.333
229	resnetv13_stage3_conv53_fwd	Convolution	[1,256,14,14]	15495.667
230	resnetv13_stage3_batchnorm53_fwd	BatchNorm	[1,256,14,14]	98.667
231	resnetv13_stage3_relu35_fwd	Activation	[1,256,14,14]	14
232	resnetv13_stage3_conv54_fwd	Convolution	[1,256,14,14]	7162.333
233	resnetv13_stage3_batchnorm54_fwd	BatchNorm	[1,1024,14,14]	34.667
234	add_resnetv13_stage3_activation17	add_relu	[1,1024,14,14]	27.667
235	resnetv13_stage3_conv55_fwd	Convolution	[1,1024,14,14]	7259.333
236	resnetv13_stage3_batchnorm55_fwd	BatchNorm	[1,256,14,14]	23.667
237	resnetv13_stage3_relu36_fwd	Activation	[1,256,14,14]	12.667
238	resnetv13_stage3_conv56_fwd	Convolution	[1,256,14,14]	15505.333
239	resnetv13_stage3_batchnorm56_fwd	BatchNorm	[1,256,14,14]	96
240	resnetv13_stage3_relu37_fwd	Activation	[1,256,14,14]	14.667
241	resnetv13_stage3_conv57_fwd	Convolution	[1,256,14,14]	7160.333
242	resnetv13_stage3_batchnorm57_fwd	BatchNorm	[1,1024,14,14]	36.333
243	add_resnetv13_stage3_activation18	add_relu	[1,1024,14,14]	27.333
244	resnetv13_stage3_conv58_fwd	Convolution	[1,1024,14,14]	7265.667
245	resnetv13_stage3_batchnorm58_fwd	BatchNorm	[1,256,14,14]	24.333
246	resnetv13_stage3_relu38_fwd	Activation	[1,256,14,14]	14.333
247	resnetv13_stage3_conv59_fwd	Convolution	[1,256,14,14]	15496.667
248	resnetv13_stage3_batchnorm59_fwd	BatchNorm	[1,256,14,14]	98
249	resnetv13_stage3_relu39_fwd	Activation	[1,256,14,14]	15
250	resnetv13_stage3_conv60_fwd	Convolution	[1,256,14,14]	7158.333
251	resnetv13_stage3_batchnorm60_fwd	BatchNorm	[1,1024,14,14]	35.667
252	add_resnetv13_stage3_activation19	add_relu	[1,1024,14,14]	26.333
253	resnetv13_stage3_conv61_fwd	Convolution	[1,1024,14,14]	7260.333
254	resnetv13_stage3_batchnorm61_fwd	BatchNorm	[1,256,14,14]	23
255	resnetv13_stage3_relu40_fwd	Activation	[1,256,14,14]	14
256	resnetv13_stage3_conv62_fwd	Convolution	[1,256,14,14]	15485.333
257	resnetv13_stage3_batchnorm62_fwd	BatchNorm	[1,256,14,14]	95
258	resnetv13_stage3_relu41_fwd	Activation	[1,256,14,14]	14.333
259	resnetv13_stage3_conv63_fwd	Convolution	[1,256,14,14]	7157
260	resnetv13_stage3_batchnorm63_fwd	BatchNorm	[1,1024,14,14]	34.333
261	add_resnetv13_stage3_activation20	add_relu	[1,1024,14,14]	26.333
262	resnetv13_stage3_conv64_fwd	Convolution	[1,1024,14,14]	7260.667
263	resnetv13_stage3_batchnorm64_fwd	BatchNorm	[1,256,14,14]	24
264	resnetv13_stage3_relu42_fwd	Activation	[1,256,14,14]	13.333
265	resnetv13_stage3_conv65_fwd	Convolution	[1,256,14,14]	15494
266	resnetv13_stage3_batchnorm65_fwd	BatchNorm	[1,256,14,14]	96.667
267	resnetv13_stage3_relu43_fwd	Activation	[1,256,14,14]	13.333
268	resnetv13_stage3_conv66_fwd	Convolution	[1,256,14,14]	7162.333
269	resnetv13_stage3_batchnorm66_fwd	BatchNorm	[1,1024,14,14]	35.667
270	add_resnetv13_stage3_activation21	add_relu	[1,1024,14,14]	26.667
271	resnetv13_stage3_conv67_fwd	Convolution	[1,1024,14,14]	7264.333
272	resnetv13_stage3_batchnorm67_fwd	BatchNorm	[1,256,14,14]	24.667
273	resnetv13_stage3_relu44_fwd	Activation	[1,256,14,14]	13
274	resnetv13_stage3_conv68_fwd	Convolution	[1,256,14,14]	15501.667
275	resnetv13_stage3_batchnorm68_fwd	BatchNorm	[1,256,14,14]	100.333
276	resnetv13_stage3_relu45_fwd	Activation	[1,256,14,14]	15
277	resnetv13_stage3_conv69_fwd	Convolution	[1,256,14,14]	7157.667
278	resnetv13_stage3_batchnorm69_fwd	BatchNorm	[1,1024,14,14]	35
279	add_resnetv13_stage3_activation22	add_relu	[1,1024,14,14]	27.667
280	resnetv13_stage4_conv0_fwd	Convolution	[1,1024,14,14]	4868.667
281	resnetv13_stage4_batchnorm0_fwd	BatchNorm	[1,512,7,7]	23
282	resnetv13_stage4_relu0_fwd	Activation	[1,512,7,7]	12.333
283	resnetv13_stage4_conv1_fwd	Convolution	[1,512,7,7]	18745.333
284	resnetv13_stage4_batchnorm1_fwd	BatchNorm	[1,512,7,7]	107.333
285	resnetv13_stage4_relu1_fwd	Activation	[1,512,7,7]	14
286	resnetv13_stage4_conv2_fwd	Convolution	[1,512,7,7]	8653.667
287	resnetv13_stage4_batchnorm2_fwd	BatchNorm	[1,2048,7,7]	29.667
288	resnetv13_stage4_conv3_fwd	Convolution	[1,1024,14,14]	16004.667
289	resnetv13_stage4_batchnorm3_fwd	BatchNorm	[1,2048,7,7]	111
290	add_resnetv13_stage4_activation0	add_relu	[1,2048,7,7]	19.667
291	resnetv13_stage4_conv4_fwd	Convolution	[1,2048,7,7]	8550.333
292	resnetv13_stage4_batchnorm4_fwd	BatchNorm	[1,512,7,7]	22.333
293	resnetv13_stage4_relu2_fwd	Activation	[1,512,7,7]	13
294	resnetv13_stage4_conv5_fwd	Convolution	[1,512,7,7]	18750
295	resnetv13_stage4_batchnorm5_fwd	BatchNorm	[1,512,7,7]	100.667
296	resnetv13_stage4_relu3_fwd	Activation	[1,512,7,7]	13.667
297	resnetv13_stage4_conv6_fwd	Convolution	[1,512,7,7]	8671.667
298	resnetv13_stage4_batchnorm6_fwd	BatchNorm	[1,2048,7,7]	26.333
299	add_resnetv13_stage4_activation1	add_relu	[1,2048,7,7]	18.667
300	resnetv13_stage4_conv7_fwd	Convolution	[1,2048,7,7]	8556.667
301	resnetv13_stage4_batchnorm7_fwd	BatchNorm	[1,512,7,7]	22.333
302	resnetv13_stage4_relu4_fwd	Activation	[1,512,7,7]	13
303	resnetv13_stage4_conv8_fwd	Convolution	[1,512,7,7]	18752.667
304	resnetv13_stage4_batchnorm8_fwd	BatchNorm	[1,512,7,7]	105.333
305	resnetv13_stage4_relu5_fwd	Activation	[1,512,7,7]	14
306	resnetv13_stage4_conv9_fwd	Convolution	[1,512,7,7]	8671.333
307	resnetv13_stage4_batchnorm9_fwd	BatchNorm	[1,2048,7,7]	29.333
308	add_resnetv13_stage4_activation2	add_relu	[1,2048,7,7]	19
309	resnetv13_pool1_fwd	Pooling	[1,2048,7,7]	273.667
310	resnetv13_dense0_fwd	FullyConnected	[1,2048,1,1]	2685.333

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