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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	resnetv22_batchnorm0_fwd	BatchNorm	[1,3,224,224]	163.333
1	resnetv22_conv0_fwd	Convolution	[1,3,224,224]	18817.333
2	resnetv22_batchnorm1_fwd	BatchNorm	[1,64,112,112]	194.333
3	resnetv22_relu0_fwd	Activation	[1,64,112,112]	61
4	resnetv22_pool0_fwd	Pooling	[1,64,112,112]	4018
5	resnetv22_stage1_batchnorm0_fwd	BatchNorm	[1,64,56,56]	118.333
6	resnetv22_stage1_activation0	Activation	[1,64,56,56]	25
7	resnetv22_stage1_conv0_fwd	Convolution	[1,64,56,56]	2985.333
8	resnetv22_stage1_batchnorm1_fwd	BatchNorm	[1,64,56,56]	90
9	resnetv22_stage1_activation1	Activation	[1,64,56,56]	24.333
10	resnetv22_stage1_conv1_fwd	Convolution	[1,64,56,56]	17983.333
11	resnetv22_stage1_batchnorm2_fwd	BatchNorm	[1,64,56,56]	108.667
12	resnetv22_stage1_activation2	Activation	[1,64,56,56]	24
13	resnetv22_stage1_conv2_fwd	Convolution	[1,64,56,56]	7526.333
14	resnetv22_stage1_conv3_fwd	Convolution	[1,64,56,56]	6694.667
15	resnetv22_stage1__plus0	elemwise_add	[1,256,56,56]	219
16	resnetv22_stage1_batchnorm3_fwd	BatchNorm	[1,256,56,56]	81.667
17	resnetv22_stage1_activation3	Activation	[1,256,56,56]	56.333
18	resnetv22_stage1_conv4_fwd	Convolution	[1,256,56,56]	7934
19	resnetv22_stage1_batchnorm4_fwd	BatchNorm	[1,64,56,56]	102
20	resnetv22_stage1_activation4	Activation	[1,64,56,56]	24.667
21	resnetv22_stage1_conv5_fwd	Convolution	[1,64,56,56]	18042
22	resnetv22_stage1_batchnorm5_fwd	BatchNorm	[1,64,56,56]	105.333
23	resnetv22_stage1_activation5	Activation	[1,64,56,56]	25
24	resnetv22_stage1_conv6_fwd	Convolution	[1,64,56,56]	7544.667
25	resnetv22_stage1__plus1	elemwise_add	[1,256,56,56]	134.667
26	resnetv22_stage1_batchnorm6_fwd	BatchNorm	[1,256,56,56]	87.667
27	resnetv22_stage1_activation6	Activation	[1,256,56,56]	58.333
28	resnetv22_stage1_conv7_fwd	Convolution	[1,256,56,56]	7884
29	resnetv22_stage1_batchnorm7_fwd	BatchNorm	[1,64,56,56]	107
30	resnetv22_stage1_activation7	Activation	[1,64,56,56]	25.333
31	resnetv22_stage1_conv8_fwd	Convolution	[1,64,56,56]	17990.333
32	resnetv22_stage1_batchnorm8_fwd	BatchNorm	[1,64,56,56]	110.667
33	resnetv22_stage1_activation8	Activation	[1,64,56,56]	24
34	resnetv22_stage1_conv9_fwd	Convolution	[1,64,56,56]	7541
35	resnetv22_stage1__plus2	elemwise_add	[1,256,56,56]	135.667
36	resnetv22_stage2_batchnorm0_fwd	BatchNorm	[1,256,56,56]	82.667
37	resnetv22_stage2_activation0	Activation	[1,256,56,56]	57
38	resnetv22_stage2_conv0_fwd	Convolution	[1,256,56,56]	13960.667
39	resnetv22_stage2_batchnorm1_fwd	BatchNorm	[1,128,56,56]	119
40	resnetv22_stage2_activation1	Activation	[1,128,56,56]	35.667
41	resnetv22_stage2_conv1_fwd	Convolution	[1,128,56,56]	16220
42	resnetv22_stage2_batchnorm2_fwd	BatchNorm	[1,128,28,28]	100.333
43	resnetv22_stage2_activation2	Activation	[1,128,28,28]	19
44	resnetv22_stage2_conv2_fwd	Convolution	[1,128,28,28]	7257.667
45	resnetv22_stage2_conv3_fwd	Convolution	[1,256,56,56]	12247
46	resnetv22_stage2__plus0	elemwise_add	[1,512,28,28]	125.333
47	resnetv22_stage2_batchnorm3_fwd	BatchNorm	[1,512,28,28]	59
48	resnetv22_stage2_activation3	Activation	[1,512,28,28]	39.333
49	resnetv22_stage2_conv4_fwd	Convolution	[1,512,28,28]	7524.667
50	resnetv22_stage2_batchnorm4_fwd	BatchNorm	[1,128,28,28]	97
51	resnetv22_stage2_activation4	Activation	[1,128,28,28]	19.667
52	resnetv22_stage2_conv5_fwd	Convolution	[1,128,28,28]	16153
53	resnetv22_stage2_batchnorm5_fwd	BatchNorm	[1,128,28,28]	101.667
54	resnetv22_stage2_activation5	Activation	[1,128,28,28]	19
55	resnetv22_stage2_conv6_fwd	Convolution	[1,128,28,28]	7252
56	resnetv22_stage2__plus1	elemwise_add	[1,512,28,28]	106.667
57	resnetv22_stage2_batchnorm6_fwd	BatchNorm	[1,512,28,28]	59
58	resnetv22_stage2_activation6	Activation	[1,512,28,28]	36
59	resnetv22_stage2_conv7_fwd	Convolution	[1,512,28,28]	7515
60	resnetv22_stage2_batchnorm7_fwd	BatchNorm	[1,128,28,28]	96.667
61	resnetv22_stage2_activation7	Activation	[1,128,28,28]	19
62	resnetv22_stage2_conv8_fwd	Convolution	[1,128,28,28]	16177.333
63	resnetv22_stage2_batchnorm8_fwd	BatchNorm	[1,128,28,28]	97
64	resnetv22_stage2_activation8	Activation	[1,128,28,28]	19.667
65	resnetv22_stage2_conv9_fwd	Convolution	[1,128,28,28]	7252.333
66	resnetv22_stage2__plus2	elemwise_add	[1,512,28,28]	106.667
67	resnetv22_stage2_batchnorm9_fwd	BatchNorm	[1,512,28,28]	59
68	resnetv22_stage2_activation9	Activation	[1,512,28,28]	37.333
69	resnetv22_stage2_conv10_fwd	Convolution	[1,512,28,28]	7513.333
70	resnetv22_stage2_batchnorm10_fwd	BatchNorm	[1,128,28,28]	96.333
71	resnetv22_stage2_activation10	Activation	[1,128,28,28]	19
72	resnetv22_stage2_conv11_fwd	Convolution	[1,128,28,28]	16142
73	resnetv22_stage2_batchnorm11_fwd	BatchNorm	[1,128,28,28]	95.667
74	resnetv22_stage2_activation11	Activation	[1,128,28,28]	19
75	resnetv22_stage2_conv12_fwd	Convolution	[1,128,28,28]	7249
76	resnetv22_stage2__plus3	elemwise_add	[1,512,28,28]	101.333
77	resnetv22_stage3_batchnorm0_fwd	BatchNorm	[1,512,28,28]	57.333
78	resnetv22_stage3_activation0	Activation	[1,512,28,28]	36
79	resnetv22_stage3_conv0_fwd	Convolution	[1,512,28,28]	13101.667
80	resnetv22_stage3_batchnorm1_fwd	BatchNorm	[1,256,28,28]	100
81	resnetv22_stage3_activation1	Activation	[1,256,28,28]	24.333
82	resnetv22_stage3_conv1_fwd	Convolution	[1,256,28,28]	15621
83	resnetv22_stage3_batchnorm2_fwd	BatchNorm	[1,256,14,14]	91.333
84	resnetv22_stage3_activation2	Activation	[1,256,14,14]	17.667
85	resnetv22_stage3_conv2_fwd	Convolution	[1,256,14,14]	7070.667
86	resnetv22_stage3_conv3_fwd	Convolution	[1,512,28,28]	12173
87	resnetv22_stage3__plus0	elemwise_add	[1,1024,14,14]	92.333
88	resnetv22_stage3_batchnorm3_fwd	BatchNorm	[1,1024,14,14]	41
89	resnetv22_stage3_activation3	Activation	[1,1024,14,14]	24.667
90	resnetv22_stage3_conv4_fwd	Convolution	[1,1024,14,14]	7183.333
91	resnetv22_stage3_batchnorm4_fwd	BatchNorm	[1,256,14,14]	90.333
92	resnetv22_stage3_activation4	Activation	[1,256,14,14]	17
93	resnetv22_stage3_conv5_fwd	Convolution	[1,256,14,14]	15481.667
94	resnetv22_stage3_batchnorm5_fwd	BatchNorm	[1,256,14,14]	91.333
95	resnetv22_stage3_activation5	Activation	[1,256,14,14]	17
96	resnetv22_stage3_conv6_fwd	Convolution	[1,256,14,14]	7069.667
97	resnetv22_stage3__plus1	elemwise_add	[1,1024,14,14]	91.667
98	resnetv22_stage3_batchnorm6_fwd	BatchNorm	[1,1024,14,14]	38.667
99	resnetv22_stage3_activation6	Activation	[1,1024,14,14]	24.333
100	resnetv22_stage3_conv7_fwd	Convolution	[1,1024,14,14]	7205
101	resnetv22_stage3_batchnorm7_fwd	BatchNorm	[1,256,14,14]	93.667
102	resnetv22_stage3_activation7	Activation	[1,256,14,14]	16.667
103	resnetv22_stage3_conv8_fwd	Convolution	[1,256,14,14]	15506
104	resnetv22_stage3_batchnorm8_fwd	BatchNorm	[1,256,14,14]	93.333
105	resnetv22_stage3_activation8	Activation	[1,256,14,14]	16.667
106	resnetv22_stage3_conv9_fwd	Convolution	[1,256,14,14]	7074.333
107	resnetv22_stage3__plus2	elemwise_add	[1,1024,14,14]	90.333
108	resnetv22_stage3_batchnorm9_fwd	BatchNorm	[1,1024,14,14]	39.667
109	resnetv22_stage3_activation9	Activation	[1,1024,14,14]	24.333
110	resnetv22_stage3_conv10_fwd	Convolution	[1,1024,14,14]	7182.333
111	resnetv22_stage3_batchnorm10_fwd	BatchNorm	[1,256,14,14]	94.667
112	resnetv22_stage3_activation10	Activation	[1,256,14,14]	16.333
113	resnetv22_stage3_conv11_fwd	Convolution	[1,256,14,14]	15458
114	resnetv22_stage3_batchnorm11_fwd	BatchNorm	[1,256,14,14]	95
115	resnetv22_stage3_activation11	Activation	[1,256,14,14]	16.333
116	resnetv22_stage3_conv12_fwd	Convolution	[1,256,14,14]	7070.667
117	resnetv22_stage3__plus3	elemwise_add	[1,1024,14,14]	93.333
118	resnetv22_stage3_batchnorm12_fwd	BatchNorm	[1,1024,14,14]	39
119	resnetv22_stage3_activation12	Activation	[1,1024,14,14]	24.333
120	resnetv22_stage3_conv13_fwd	Convolution	[1,1024,14,14]	7204.667
121	resnetv22_stage3_batchnorm13_fwd	BatchNorm	[1,256,14,14]	95.667
122	resnetv22_stage3_activation13	Activation	[1,256,14,14]	18
123	resnetv22_stage3_conv14_fwd	Convolution	[1,256,14,14]	15505.333
124	resnetv22_stage3_batchnorm14_fwd	BatchNorm	[1,256,14,14]	93.333
125	resnetv22_stage3_activation14	Activation	[1,256,14,14]	17.333
126	resnetv22_stage3_conv15_fwd	Convolution	[1,256,14,14]	7075.667
127	resnetv22_stage3__plus4	elemwise_add	[1,1024,14,14]	89.333
128	resnetv22_stage3_batchnorm15_fwd	BatchNorm	[1,1024,14,14]	40.333
129	resnetv22_stage3_activation15	Activation	[1,1024,14,14]	24.667
130	resnetv22_stage3_conv16_fwd	Convolution	[1,1024,14,14]	7178.667
131	resnetv22_stage3_batchnorm16_fwd	BatchNorm	[1,256,14,14]	94
132	resnetv22_stage3_activation16	Activation	[1,256,14,14]	16
133	resnetv22_stage3_conv17_fwd	Convolution	[1,256,14,14]	15458.667
134	resnetv22_stage3_batchnorm17_fwd	BatchNorm	[1,256,14,14]	95.333
135	resnetv22_stage3_activation17	Activation	[1,256,14,14]	16.667
136	resnetv22_stage3_conv18_fwd	Convolution	[1,256,14,14]	7071.667
137	resnetv22_stage3__plus5	elemwise_add	[1,1024,14,14]	90.333
138	resnetv22_stage4_batchnorm0_fwd	BatchNorm	[1,1024,14,14]	38.333
139	resnetv22_stage4_activation0	Activation	[1,1024,14,14]	24.333
140	resnetv22_stage4_conv0_fwd	Convolution	[1,1024,14,14]	13233.667
141	resnetv22_stage4_batchnorm1_fwd	BatchNorm	[1,512,14,14]	100
142	resnetv22_stage4_activation1	Activation	[1,512,14,14]	19.667
143	resnetv22_stage4_conv1_fwd	Convolution	[1,512,14,14]	18954.333
144	resnetv22_stage4_batchnorm2_fwd	BatchNorm	[1,512,7,7]	97
145	resnetv22_stage4_activation2	Activation	[1,512,7,7]	17.333
146	resnetv22_stage4_conv2_fwd	Convolution	[1,512,7,7]	8559
147	resnetv22_stage4_conv3_fwd	Convolution	[1,1024,14,14]	15327.333
148	resnetv22_stage4__plus0	elemwise_add	[1,2048,7,7]	94.667
149	resnetv22_stage4_batchnorm3_fwd	BatchNorm	[1,2048,7,7]	40.333
150	resnetv22_stage4_activation3	Activation	[1,2048,7,7]	18.667
151	resnetv22_stage4_conv4_fwd	Convolution	[1,2048,7,7]	8492.667
152	resnetv22_stage4_batchnorm4_fwd	BatchNorm	[1,512,7,7]	96.333
153	resnetv22_stage4_activation4	Activation	[1,512,7,7]	16.333
154	resnetv22_stage4_conv5_fwd	Convolution	[1,512,7,7]	18812
155	resnetv22_stage4_batchnorm5_fwd	BatchNorm	[1,512,7,7]	96.333
156	resnetv22_stage4_activation5	Activation	[1,512,7,7]	15
157	resnetv22_stage4_conv6_fwd	Convolution	[1,512,7,7]	8554
158	resnetv22_stage4__plus1	elemwise_add	[1,2048,7,7]	90.667
159	resnetv22_stage4_batchnorm6_fwd	BatchNorm	[1,2048,7,7]	38.667
160	resnetv22_stage4_activation6	Activation	[1,2048,7,7]	19
161	resnetv22_stage4_conv7_fwd	Convolution	[1,2048,7,7]	8533.667
162	resnetv22_stage4_batchnorm7_fwd	BatchNorm	[1,512,7,7]	92.667
163	resnetv22_stage4_activation7	Activation	[1,512,7,7]	16.333
164	resnetv22_stage4_conv8_fwd	Convolution	[1,512,7,7]	18959.333
165	resnetv22_stage4_batchnorm8_fwd	BatchNorm	[1,512,7,7]	95.333
166	resnetv22_stage4_activation8	Activation	[1,512,7,7]	16.333
167	resnetv22_stage4_conv9_fwd	Convolution	[1,512,7,7]	8551.333
168	resnetv22_stage4__plus2	elemwise_add	[1,2048,7,7]	89.333
169	resnetv22_batchnorm2_fwd	BatchNorm	[1,2048,7,7]	38.667
170	resnetv22_relu1_fwd	Activation	[1,2048,7,7]	18.333
171	resnetv22_pool1_fwd	Pooling	[1,2048,7,7]	277.333
172	resnetv22_flatten0_flatten0	Flatten	[1,2048,1,1]	5
173	resnetv22_dense0_fwd	FullyConnected	[1,2048]	2753

Showing 1 to 174 of 174 entries

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