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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]	20052.333
1	resnetv13_batchnorm0_fwd	BatchNorm	[1,64,112,112]	297.333
2	resnetv13_relu0_fwd	Activation	[1,64,112,112]	253.333
3	resnetv13_pool0_fwd	Pooling	[1,64,112,112]	3298
4	resnetv13_stage1_conv0_fwd	Convolution	[1,64,56,56]	2259.333
5	resnetv13_stage1_batchnorm0_fwd	BatchNorm	[1,64,56,56]	81.333
6	resnetv13_stage1_relu0_fwd	Activation	[1,64,56,56]	67
7	resnetv13_stage1_conv1_fwd	Convolution	[1,64,56,56]	19681.667
8	resnetv13_stage1_batchnorm1_fwd	BatchNorm	[1,64,56,56]	115
9	resnetv13_stage1_relu1_fwd	Activation	[1,64,56,56]	67.333
10	resnetv13_stage1_conv2_fwd	Convolution	[1,64,56,56]	7199
11	resnetv13_stage1_batchnorm2_fwd	BatchNorm	[1,256,56,56]	536.333
12	resnetv13_stage1_conv3_fwd	Convolution	[1,64,56,56]	7047.667
13	resnetv13_stage1_batchnorm3_fwd	BatchNorm	[1,256,56,56]	655.333
14	add_resnetv13_stage1_activation0	add_relu	[1,256,56,56]	340.333
15	resnetv13_stage1_conv4_fwd	Convolution	[1,256,56,56]	7471.333
16	resnetv13_stage1_batchnorm4_fwd	BatchNorm	[1,64,56,56]	59
17	resnetv13_stage1_relu2_fwd	Activation	[1,64,56,56]	71.333
18	resnetv13_stage1_conv5_fwd	Convolution	[1,64,56,56]	18682.667
19	resnetv13_stage1_batchnorm5_fwd	BatchNorm	[1,64,56,56]	131
20	resnetv13_stage1_relu3_fwd	Activation	[1,64,56,56]	69
21	resnetv13_stage1_conv6_fwd	Convolution	[1,64,56,56]	7217.333
22	resnetv13_stage1_batchnorm6_fwd	BatchNorm	[1,256,56,56]	218
23	add_resnetv13_stage1_activation1	add_relu	[1,256,56,56]	349
24	resnetv13_stage1_conv7_fwd	Convolution	[1,256,56,56]	7483
25	resnetv13_stage1_batchnorm7_fwd	BatchNorm	[1,64,56,56]	62.667
26	resnetv13_stage1_relu4_fwd	Activation	[1,64,56,56]	67.333
27	resnetv13_stage1_conv8_fwd	Convolution	[1,64,56,56]	18348.333
28	resnetv13_stage1_batchnorm8_fwd	BatchNorm	[1,64,56,56]	120
29	resnetv13_stage1_relu5_fwd	Activation	[1,64,56,56]	68.667
30	resnetv13_stage1_conv9_fwd	Convolution	[1,64,56,56]	7188.333
31	resnetv13_stage1_batchnorm9_fwd	BatchNorm	[1,256,56,56]	194
32	add_resnetv13_stage1_activation2	add_relu	[1,256,56,56]	349
33	resnetv13_stage2_conv0_fwd	Convolution	[1,256,56,56]	3935.333
34	resnetv13_stage2_batchnorm0_fwd	BatchNorm	[1,128,28,28]	34
35	resnetv13_stage2_relu0_fwd	Activation	[1,128,28,28]	40
36	resnetv13_stage2_conv1_fwd	Convolution	[1,128,28,28]	16560.333
37	resnetv13_stage2_batchnorm1_fwd	BatchNorm	[1,128,28,28]	100.333
38	resnetv13_stage2_relu1_fwd	Activation	[1,128,28,28]	37.333
39	resnetv13_stage2_conv2_fwd	Convolution	[1,128,28,28]	6967
40	resnetv13_stage2_batchnorm2_fwd	BatchNorm	[1,512,28,28]	120.333
41	resnetv13_stage2_conv3_fwd	Convolution	[1,256,56,56]	13478.333
42	resnetv13_stage2_batchnorm3_fwd	BatchNorm	[1,512,28,28]	165.667
43	add_resnetv13_stage2_activation0	add_relu	[1,512,28,28]	151.667
44	resnetv13_stage2_conv4_fwd	Convolution	[1,512,28,28]	7181.667
45	resnetv13_stage2_batchnorm4_fwd	BatchNorm	[1,128,28,28]	32
46	resnetv13_stage2_relu2_fwd	Activation	[1,128,28,28]	35
47	resnetv13_stage2_conv5_fwd	Convolution	[1,128,28,28]	16103.667
48	resnetv13_stage2_batchnorm5_fwd	BatchNorm	[1,128,28,28]	93.667
49	resnetv13_stage2_relu3_fwd	Activation	[1,128,28,28]	35.333
50	resnetv13_stage2_conv6_fwd	Convolution	[1,128,28,28]	6993
51	resnetv13_stage2_batchnorm6_fwd	BatchNorm	[1,512,28,28]	118.333
52	add_resnetv13_stage2_activation1	add_relu	[1,512,28,28]	160.667
53	resnetv13_stage2_conv7_fwd	Convolution	[1,512,28,28]	7221
54	resnetv13_stage2_batchnorm7_fwd	BatchNorm	[1,128,28,28]	35
55	resnetv13_stage2_relu4_fwd	Activation	[1,128,28,28]	36
56	resnetv13_stage2_conv8_fwd	Convolution	[1,128,28,28]	16525.667
57	resnetv13_stage2_batchnorm8_fwd	BatchNorm	[1,128,28,28]	90.667
58	resnetv13_stage2_relu5_fwd	Activation	[1,128,28,28]	37
59	resnetv13_stage2_conv9_fwd	Convolution	[1,128,28,28]	6992
60	resnetv13_stage2_batchnorm9_fwd	BatchNorm	[1,512,28,28]	103
61	add_resnetv13_stage2_activation2	add_relu	[1,512,28,28]	151.667
62	resnetv13_stage2_conv10_fwd	Convolution	[1,512,28,28]	7052
63	resnetv13_stage2_batchnorm10_fwd	BatchNorm	[1,128,28,28]	39.667
64	resnetv13_stage2_relu6_fwd	Activation	[1,128,28,28]	34.333
65	resnetv13_stage2_conv11_fwd	Convolution	[1,128,28,28]	16601.333
66	resnetv13_stage2_batchnorm11_fwd	BatchNorm	[1,128,28,28]	87
67	resnetv13_stage2_relu7_fwd	Activation	[1,128,28,28]	34
68	resnetv13_stage2_conv12_fwd	Convolution	[1,128,28,28]	6932
69	resnetv13_stage2_batchnorm12_fwd	BatchNorm	[1,512,28,28]	101
70	add_resnetv13_stage2_activation3	add_relu	[1,512,28,28]	152.333
71	resnetv13_stage3_conv0_fwd	Convolution	[1,512,28,28]	3696
72	resnetv13_stage3_batchnorm0_fwd	BatchNorm	[1,256,14,14]	26.667
73	resnetv13_stage3_relu0_fwd	Activation	[1,256,14,14]	20.667
74	resnetv13_stage3_conv1_fwd	Convolution	[1,256,14,14]	16042.333
75	resnetv13_stage3_batchnorm1_fwd	BatchNorm	[1,256,14,14]	82
76	resnetv13_stage3_relu1_fwd	Activation	[1,256,14,14]	21.333
77	resnetv13_stage3_conv2_fwd	Convolution	[1,256,14,14]	6844.667
78	resnetv13_stage3_batchnorm2_fwd	BatchNorm	[1,1024,14,14]	73
79	resnetv13_stage3_conv3_fwd	Convolution	[1,512,28,28]	13330.333
80	resnetv13_stage3_batchnorm3_fwd	BatchNorm	[1,1024,14,14]	126
81	add_resnetv13_stage3_activation0	add_relu	[1,1024,14,14]	85
82	resnetv13_stage3_conv4_fwd	Convolution	[1,1024,14,14]	6947.333
83	resnetv13_stage3_batchnorm4_fwd	BatchNorm	[1,256,14,14]	23
84	resnetv13_stage3_relu2_fwd	Activation	[1,256,14,14]	21.333
85	resnetv13_stage3_conv5_fwd	Convolution	[1,256,14,14]	15689
86	resnetv13_stage3_batchnorm5_fwd	BatchNorm	[1,256,14,14]	83
87	resnetv13_stage3_relu3_fwd	Activation	[1,256,14,14]	23
88	resnetv13_stage3_conv6_fwd	Convolution	[1,256,14,14]	6705.333
89	resnetv13_stage3_batchnorm6_fwd	BatchNorm	[1,1024,14,14]	60.667
90	add_resnetv13_stage3_activation1	add_relu	[1,1024,14,14]	80.667
91	resnetv13_stage3_conv7_fwd	Convolution	[1,1024,14,14]	6587.667
92	resnetv13_stage3_batchnorm7_fwd	BatchNorm	[1,256,14,14]	39.333
93	resnetv13_stage3_relu4_fwd	Activation	[1,256,14,14]	22.333
94	resnetv13_stage3_conv8_fwd	Convolution	[1,256,14,14]	14945.667
95	resnetv13_stage3_batchnorm8_fwd	BatchNorm	[1,256,14,14]	82.333
96	resnetv13_stage3_relu5_fwd	Activation	[1,256,14,14]	23.667
97	resnetv13_stage3_conv9_fwd	Convolution	[1,256,14,14]	6842
98	resnetv13_stage3_batchnorm9_fwd	BatchNorm	[1,1024,14,14]	59.667
99	add_resnetv13_stage3_activation2	add_relu	[1,1024,14,14]	80
100	resnetv13_stage3_conv10_fwd	Convolution	[1,1024,14,14]	5944
101	resnetv13_stage3_batchnorm10_fwd	BatchNorm	[1,256,14,14]	25.333
102	resnetv13_stage3_relu6_fwd	Activation	[1,256,14,14]	20.667
103	resnetv13_stage3_conv11_fwd	Convolution	[1,256,14,14]	13493
104	resnetv13_stage3_batchnorm11_fwd	BatchNorm	[1,256,14,14]	76
105	resnetv13_stage3_relu7_fwd	Activation	[1,256,14,14]	22.667
106	resnetv13_stage3_conv12_fwd	Convolution	[1,256,14,14]	5834.667
107	resnetv13_stage3_batchnorm12_fwd	BatchNorm	[1,1024,14,14]	61
108	add_resnetv13_stage3_activation3	add_relu	[1,1024,14,14]	79
109	resnetv13_stage3_conv13_fwd	Convolution	[1,1024,14,14]	5912.667
110	resnetv13_stage3_batchnorm13_fwd	BatchNorm	[1,256,14,14]	26.333
111	resnetv13_stage3_relu8_fwd	Activation	[1,256,14,14]	20.667
112	resnetv13_stage3_conv14_fwd	Convolution	[1,256,14,14]	13457.667
113	resnetv13_stage3_batchnorm14_fwd	BatchNorm	[1,256,14,14]	72.667
114	resnetv13_stage3_relu9_fwd	Activation	[1,256,14,14]	20
115	resnetv13_stage3_conv15_fwd	Convolution	[1,256,14,14]	5791.333
116	resnetv13_stage3_batchnorm15_fwd	BatchNorm	[1,1024,14,14]	56.333
117	add_resnetv13_stage3_activation4	add_relu	[1,1024,14,14]	78.667
118	resnetv13_stage3_conv16_fwd	Convolution	[1,1024,14,14]	5888
119	resnetv13_stage3_batchnorm16_fwd	BatchNorm	[1,256,14,14]	23
120	resnetv13_stage3_relu10_fwd	Activation	[1,256,14,14]	19.667
121	resnetv13_stage3_conv17_fwd	Convolution	[1,256,14,14]	13466.333
122	resnetv13_stage3_batchnorm17_fwd	BatchNorm	[1,256,14,14]	76
123	resnetv13_stage3_relu11_fwd	Activation	[1,256,14,14]	20.333
124	resnetv13_stage3_conv18_fwd	Convolution	[1,256,14,14]	5752.667
125	resnetv13_stage3_batchnorm18_fwd	BatchNorm	[1,1024,14,14]	63.667
126	add_resnetv13_stage3_activation5	add_relu	[1,1024,14,14]	89.667
127	resnetv13_stage3_conv19_fwd	Convolution	[1,1024,14,14]	5883.667
128	resnetv13_stage3_batchnorm19_fwd	BatchNorm	[1,256,14,14]	23
129	resnetv13_stage3_relu12_fwd	Activation	[1,256,14,14]	20
130	resnetv13_stage3_conv20_fwd	Convolution	[1,256,14,14]	13439
131	resnetv13_stage3_batchnorm20_fwd	BatchNorm	[1,256,14,14]	74.667
132	resnetv13_stage3_relu13_fwd	Activation	[1,256,14,14]	20.333
133	resnetv13_stage3_conv21_fwd	Convolution	[1,256,14,14]	5723.333
134	resnetv13_stage3_batchnorm21_fwd	BatchNorm	[1,1024,14,14]	55.333
135	add_resnetv13_stage3_activation6	add_relu	[1,1024,14,14]	79.333
136	resnetv13_stage3_conv22_fwd	Convolution	[1,1024,14,14]	6010.333
137	resnetv13_stage3_batchnorm22_fwd	BatchNorm	[1,256,14,14]	25
138	resnetv13_stage3_relu14_fwd	Activation	[1,256,14,14]	19.667
139	resnetv13_stage3_conv23_fwd	Convolution	[1,256,14,14]	13517.667
140	resnetv13_stage3_batchnorm23_fwd	BatchNorm	[1,256,14,14]	83.667
141	resnetv13_stage3_relu15_fwd	Activation	[1,256,14,14]	20
142	resnetv13_stage3_conv24_fwd	Convolution	[1,256,14,14]	5933.667
143	resnetv13_stage3_batchnorm24_fwd	BatchNorm	[1,1024,14,14]	58
144	add_resnetv13_stage3_activation7	add_relu	[1,1024,14,14]	88.667
145	resnetv13_stage3_conv25_fwd	Convolution	[1,1024,14,14]	5987.333
146	resnetv13_stage3_batchnorm25_fwd	BatchNorm	[1,256,14,14]	26.333
147	resnetv13_stage3_relu16_fwd	Activation	[1,256,14,14]	21.333
148	resnetv13_stage3_conv26_fwd	Convolution	[1,256,14,14]	13547.333
149	resnetv13_stage3_batchnorm26_fwd	BatchNorm	[1,256,14,14]	76.667
150	resnetv13_stage3_relu17_fwd	Activation	[1,256,14,14]	20.333
151	resnetv13_stage3_conv27_fwd	Convolution	[1,256,14,14]	5772.667
152	resnetv13_stage3_batchnorm27_fwd	BatchNorm	[1,1024,14,14]	59
153	add_resnetv13_stage3_activation8	add_relu	[1,1024,14,14]	78.667
154	resnetv13_stage3_conv28_fwd	Convolution	[1,1024,14,14]	5879.333
155	resnetv13_stage3_batchnorm28_fwd	BatchNorm	[1,256,14,14]	23
156	resnetv13_stage3_relu18_fwd	Activation	[1,256,14,14]	20
157	resnetv13_stage3_conv29_fwd	Convolution	[1,256,14,14]	13476
158	resnetv13_stage3_batchnorm29_fwd	BatchNorm	[1,256,14,14]	78
159	resnetv13_stage3_relu19_fwd	Activation	[1,256,14,14]	20
160	resnetv13_stage3_conv30_fwd	Convolution	[1,256,14,14]	5758.667
161	resnetv13_stage3_batchnorm30_fwd	BatchNorm	[1,1024,14,14]	57
162	add_resnetv13_stage3_activation9	add_relu	[1,1024,14,14]	78.667
163	resnetv13_stage3_conv31_fwd	Convolution	[1,1024,14,14]	5883.333
164	resnetv13_stage3_batchnorm31_fwd	BatchNorm	[1,256,14,14]	25
165	resnetv13_stage3_relu20_fwd	Activation	[1,256,14,14]	20.333
166	resnetv13_stage3_conv32_fwd	Convolution	[1,256,14,14]	13448.333
167	resnetv13_stage3_batchnorm32_fwd	BatchNorm	[1,256,14,14]	74
168	resnetv13_stage3_relu21_fwd	Activation	[1,256,14,14]	20.333
169	resnetv13_stage3_conv33_fwd	Convolution	[1,256,14,14]	5740.333
170	resnetv13_stage3_batchnorm33_fwd	BatchNorm	[1,1024,14,14]	55.333
171	add_resnetv13_stage3_activation10	add_relu	[1,1024,14,14]	88.667
172	resnetv13_stage3_conv34_fwd	Convolution	[1,1024,14,14]	5855
173	resnetv13_stage3_batchnorm34_fwd	BatchNorm	[1,256,14,14]	26.333
174	resnetv13_stage3_relu22_fwd	Activation	[1,256,14,14]	20
175	resnetv13_stage3_conv35_fwd	Convolution	[1,256,14,14]	13494.333
176	resnetv13_stage3_batchnorm35_fwd	BatchNorm	[1,256,14,14]	75.667
177	resnetv13_stage3_relu23_fwd	Activation	[1,256,14,14]	21
178	resnetv13_stage3_conv36_fwd	Convolution	[1,256,14,14]	5745
179	resnetv13_stage3_batchnorm36_fwd	BatchNorm	[1,1024,14,14]	57
180	add_resnetv13_stage3_activation11	add_relu	[1,1024,14,14]	78.667
181	resnetv13_stage3_conv37_fwd	Convolution	[1,1024,14,14]	5895
182	resnetv13_stage3_batchnorm37_fwd	BatchNorm	[1,256,14,14]	25.667
183	resnetv13_stage3_relu24_fwd	Activation	[1,256,14,14]	20
184	resnetv13_stage3_conv38_fwd	Convolution	[1,256,14,14]	13492.667
185	resnetv13_stage3_batchnorm38_fwd	BatchNorm	[1,256,14,14]	77
186	resnetv13_stage3_relu25_fwd	Activation	[1,256,14,14]	20.667
187	resnetv13_stage3_conv39_fwd	Convolution	[1,256,14,14]	5732
188	resnetv13_stage3_batchnorm39_fwd	BatchNorm	[1,1024,14,14]	59.333
189	add_resnetv13_stage3_activation12	add_relu	[1,1024,14,14]	80
190	resnetv13_stage3_conv40_fwd	Convolution	[1,1024,14,14]	5890
191	resnetv13_stage3_batchnorm40_fwd	BatchNorm	[1,256,14,14]	25.333
192	resnetv13_stage3_relu26_fwd	Activation	[1,256,14,14]	20.667
193	resnetv13_stage3_conv41_fwd	Convolution	[1,256,14,14]	13465.667
194	resnetv13_stage3_batchnorm41_fwd	BatchNorm	[1,256,14,14]	76
195	resnetv13_stage3_relu27_fwd	Activation	[1,256,14,14]	20.333
196	resnetv13_stage3_conv42_fwd	Convolution	[1,256,14,14]	5774.333
197	resnetv13_stage3_batchnorm42_fwd	BatchNorm	[1,1024,14,14]	56
198	add_resnetv13_stage3_activation13	add_relu	[1,1024,14,14]	85
199	resnetv13_stage3_conv43_fwd	Convolution	[1,1024,14,14]	5892
200	resnetv13_stage3_batchnorm43_fwd	BatchNorm	[1,256,14,14]	26.333
201	resnetv13_stage3_relu28_fwd	Activation	[1,256,14,14]	20.333
202	resnetv13_stage3_conv44_fwd	Convolution	[1,256,14,14]	13452
203	resnetv13_stage3_batchnorm44_fwd	BatchNorm	[1,256,14,14]	74
204	resnetv13_stage3_relu29_fwd	Activation	[1,256,14,14]	23.333
205	resnetv13_stage3_conv45_fwd	Convolution	[1,256,14,14]	5739.667
206	resnetv13_stage3_batchnorm45_fwd	BatchNorm	[1,1024,14,14]	55.333
207	add_resnetv13_stage3_activation14	add_relu	[1,1024,14,14]	78
208	resnetv13_stage3_conv46_fwd	Convolution	[1,1024,14,14]	5906.333
209	resnetv13_stage3_batchnorm46_fwd	BatchNorm	[1,256,14,14]	23.667
210	resnetv13_stage3_relu30_fwd	Activation	[1,256,14,14]	20
211	resnetv13_stage3_conv47_fwd	Convolution	[1,256,14,14]	13513.667
212	resnetv13_stage3_batchnorm47_fwd	BatchNorm	[1,256,14,14]	83
213	resnetv13_stage3_relu31_fwd	Activation	[1,256,14,14]	20
214	resnetv13_stage3_conv48_fwd	Convolution	[1,256,14,14]	5757
215	resnetv13_stage3_batchnorm48_fwd	BatchNorm	[1,1024,14,14]	57
216	add_resnetv13_stage3_activation15	add_relu	[1,1024,14,14]	87.667
217	resnetv13_stage3_conv49_fwd	Convolution	[1,1024,14,14]	5895.667
218	resnetv13_stage3_batchnorm49_fwd	BatchNorm	[1,256,14,14]	28
219	resnetv13_stage3_relu32_fwd	Activation	[1,256,14,14]	20
220	resnetv13_stage3_conv50_fwd	Convolution	[1,256,14,14]	13486
221	resnetv13_stage3_batchnorm50_fwd	BatchNorm	[1,256,14,14]	75
222	resnetv13_stage3_relu33_fwd	Activation	[1,256,14,14]	21.333
223	resnetv13_stage3_conv51_fwd	Convolution	[1,256,14,14]	5751
224	resnetv13_stage3_batchnorm51_fwd	BatchNorm	[1,1024,14,14]	56
225	add_resnetv13_stage3_activation16	add_relu	[1,1024,14,14]	84.333
226	resnetv13_stage3_conv52_fwd	Convolution	[1,1024,14,14]	5878.667
227	resnetv13_stage3_batchnorm52_fwd	BatchNorm	[1,256,14,14]	25.667
228	resnetv13_stage3_relu34_fwd	Activation	[1,256,14,14]	20.333
229	resnetv13_stage3_conv53_fwd	Convolution	[1,256,14,14]	13435.667
230	resnetv13_stage3_batchnorm53_fwd	BatchNorm	[1,256,14,14]	79.333
231	resnetv13_stage3_relu35_fwd	Activation	[1,256,14,14]	23
232	resnetv13_stage3_conv54_fwd	Convolution	[1,256,14,14]	5774
233	resnetv13_stage3_batchnorm54_fwd	BatchNorm	[1,1024,14,14]	63
234	add_resnetv13_stage3_activation17	add_relu	[1,1024,14,14]	101.667
235	resnetv13_stage3_conv55_fwd	Convolution	[1,1024,14,14]	5913.333
236	resnetv13_stage3_batchnorm55_fwd	BatchNorm	[1,256,14,14]	23.333
237	resnetv13_stage3_relu36_fwd	Activation	[1,256,14,14]	22.667
238	resnetv13_stage3_conv56_fwd	Convolution	[1,256,14,14]	14759.667
239	resnetv13_stage3_batchnorm56_fwd	BatchNorm	[1,256,14,14]	88.333
240	resnetv13_stage3_relu37_fwd	Activation	[1,256,14,14]	25.333
241	resnetv13_stage3_conv57_fwd	Convolution	[1,256,14,14]	6093
242	resnetv13_stage3_batchnorm57_fwd	BatchNorm	[1,1024,14,14]	69.333
243	add_resnetv13_stage3_activation18	add_relu	[1,1024,14,14]	98
244	resnetv13_stage3_conv58_fwd	Convolution	[1,1024,14,14]	5950.667
245	resnetv13_stage3_batchnorm58_fwd	BatchNorm	[1,256,14,14]	25
246	resnetv13_stage3_relu38_fwd	Activation	[1,256,14,14]	23.333
247	resnetv13_stage3_conv59_fwd	Convolution	[1,256,14,14]	13523.667
248	resnetv13_stage3_batchnorm59_fwd	BatchNorm	[1,256,14,14]	79.333
249	resnetv13_stage3_relu39_fwd	Activation	[1,256,14,14]	29
250	resnetv13_stage3_conv60_fwd	Convolution	[1,256,14,14]	6776.667
251	resnetv13_stage3_batchnorm60_fwd	BatchNorm	[1,1024,14,14]	69
252	add_resnetv13_stage3_activation19	add_relu	[1,1024,14,14]	98
253	resnetv13_stage3_conv61_fwd	Convolution	[1,1024,14,14]	6889.667
254	resnetv13_stage3_batchnorm61_fwd	BatchNorm	[1,256,14,14]	27
255	resnetv13_stage3_relu40_fwd	Activation	[1,256,14,14]	24
256	resnetv13_stage3_conv62_fwd	Convolution	[1,256,14,14]	15874.667
257	resnetv13_stage3_batchnorm62_fwd	BatchNorm	[1,256,14,14]	84.667
258	resnetv13_stage3_relu41_fwd	Activation	[1,256,14,14]	24.333
259	resnetv13_stage3_conv63_fwd	Convolution	[1,256,14,14]	6833.667
260	resnetv13_stage3_batchnorm63_fwd	BatchNorm	[1,1024,14,14]	67.333
261	add_resnetv13_stage3_activation20	add_relu	[1,1024,14,14]	104.667
262	resnetv13_stage3_conv64_fwd	Convolution	[1,1024,14,14]	6908
263	resnetv13_stage3_batchnorm64_fwd	BatchNorm	[1,256,14,14]	25.667
264	resnetv13_stage3_relu42_fwd	Activation	[1,256,14,14]	24
265	resnetv13_stage3_conv65_fwd	Convolution	[1,256,14,14]	15910.667
266	resnetv13_stage3_batchnorm65_fwd	BatchNorm	[1,256,14,14]	85
267	resnetv13_stage3_relu43_fwd	Activation	[1,256,14,14]	24.333
268	resnetv13_stage3_conv66_fwd	Convolution	[1,256,14,14]	6847.667
269	resnetv13_stage3_batchnorm66_fwd	BatchNorm	[1,1024,14,14]	69
270	add_resnetv13_stage3_activation21	add_relu	[1,1024,14,14]	103.333
271	resnetv13_stage3_conv67_fwd	Convolution	[1,1024,14,14]	6912.667
272	resnetv13_stage3_batchnorm67_fwd	BatchNorm	[1,256,14,14]	26.333
273	resnetv13_stage3_relu44_fwd	Activation	[1,256,14,14]	24
274	resnetv13_stage3_conv68_fwd	Convolution	[1,256,14,14]	15809
275	resnetv13_stage3_batchnorm68_fwd	BatchNorm	[1,256,14,14]	82
276	resnetv13_stage3_relu45_fwd	Activation	[1,256,14,14]	24.333
277	resnetv13_stage3_conv69_fwd	Convolution	[1,256,14,14]	6808.333
278	resnetv13_stage3_batchnorm69_fwd	BatchNorm	[1,1024,14,14]	67.333
279	add_resnetv13_stage3_activation22	add_relu	[1,1024,14,14]	97.333
280	resnetv13_stage4_conv0_fwd	Convolution	[1,1024,14,14]	4336
281	resnetv13_stage4_batchnorm0_fwd	BatchNorm	[1,512,7,7]	26
282	resnetv13_stage4_relu0_fwd	Activation	[1,512,7,7]	15.333
283	resnetv13_stage4_conv1_fwd	Convolution	[1,512,7,7]	19387
284	resnetv13_stage4_batchnorm1_fwd	BatchNorm	[1,512,7,7]	84.667
285	resnetv13_stage4_relu1_fwd	Activation	[1,512,7,7]	16.667
286	resnetv13_stage4_conv2_fwd	Convolution	[1,512,7,7]	8302.667
287	resnetv13_stage4_batchnorm2_fwd	BatchNorm	[1,2048,7,7]	53.667
288	resnetv13_stage4_conv3_fwd	Convolution	[1,1024,14,14]	16308.333
289	resnetv13_stage4_batchnorm3_fwd	BatchNorm	[1,2048,7,7]	118.667
290	add_resnetv13_stage4_activation0	add_relu	[1,2048,7,7]	54.333
291	resnetv13_stage4_conv4_fwd	Convolution	[1,2048,7,7]	8151.333
292	resnetv13_stage4_batchnorm4_fwd	BatchNorm	[1,512,7,7]	28
293	resnetv13_stage4_relu2_fwd	Activation	[1,512,7,7]	16
294	resnetv13_stage4_conv5_fwd	Convolution	[1,512,7,7]	19367.667
295	resnetv13_stage4_batchnorm5_fwd	BatchNorm	[1,512,7,7]	84.667
296	resnetv13_stage4_relu3_fwd	Activation	[1,512,7,7]	16.667
297	resnetv13_stage4_conv6_fwd	Convolution	[1,512,7,7]	8301.667
298	resnetv13_stage4_batchnorm6_fwd	BatchNorm	[1,2048,7,7]	54.667
299	add_resnetv13_stage4_activation1	add_relu	[1,2048,7,7]	58
300	resnetv13_stage4_conv7_fwd	Convolution	[1,2048,7,7]	8461.667
301	resnetv13_stage4_batchnorm7_fwd	BatchNorm	[1,512,7,7]	25
302	resnetv13_stage4_relu4_fwd	Activation	[1,512,7,7]	15.333
303	resnetv13_stage4_conv8_fwd	Convolution	[1,512,7,7]	19366.667
304	resnetv13_stage4_batchnorm8_fwd	BatchNorm	[1,512,7,7]	80.667
305	resnetv13_stage4_relu5_fwd	Activation	[1,512,7,7]	16
306	resnetv13_stage4_conv9_fwd	Convolution	[1,512,7,7]	8182.667
307	resnetv13_stage4_batchnorm9_fwd	BatchNorm	[1,2048,7,7]	56
308	add_resnetv13_stage4_activation2	add_relu	[1,2048,7,7]	61.333
309	resnetv13_pool1_fwd	Pooling	[1,2048,7,7]	184.667
310	resnetv13_dense0_fwd	FullyConnected	[1,2048,1,1]	2597

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