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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]	121.667
1	resnetv22_conv0_fwd	Convolution	[1,3,224,224]	21579
2	resnetv22_batchnorm1_fwd	BatchNorm	[1,64,112,112]	189.333
3	resnetv22_relu0_fwd	Activation	[1,64,112,112]	183.667
4	resnetv22_pool0_fwd	Pooling	[1,64,112,112]	2845.667
5	resnetv22_stage1_batchnorm0_fwd	BatchNorm	[1,64,56,56]	220
6	resnetv22_stage1_activation0	Activation	[1,64,56,56]	50
7	resnetv22_stage1_conv0_fwd	Convolution	[1,64,56,56]	2056.333
8	resnetv22_stage1_batchnorm1_fwd	BatchNorm	[1,64,56,56]	38.333
9	resnetv22_stage1_activation1	Activation	[1,64,56,56]	52.333
10	resnetv22_stage1_conv1_fwd	Convolution	[1,64,56,56]	14477
11	resnetv22_stage1_batchnorm2_fwd	BatchNorm	[1,64,56,56]	100.667
12	resnetv22_stage1_activation2	Activation	[1,64,56,56]	47
13	resnetv22_stage1_conv2_fwd	Convolution	[1,64,56,56]	6064.333
14	resnetv22_stage1_conv3_fwd	Convolution	[1,64,56,56]	5109.667
15	resnetv22_stage1__plus0	elemwise_add	[1,256,56,56]	217.333
16	resnetv22_stage1_batchnorm3_fwd	BatchNorm	[1,256,56,56]	103.333
17	resnetv22_stage1_activation3	Activation	[1,256,56,56]	174.667
18	resnetv22_stage1_conv4_fwd	Convolution	[1,256,56,56]	6181.333
19	resnetv22_stage1_batchnorm4_fwd	BatchNorm	[1,64,56,56]	114.667
20	resnetv22_stage1_activation4	Activation	[1,64,56,56]	52.333
21	resnetv22_stage1_conv5_fwd	Convolution	[1,64,56,56]	14265.333
22	resnetv22_stage1_batchnorm5_fwd	BatchNorm	[1,64,56,56]	95
23	resnetv22_stage1_activation5	Activation	[1,64,56,56]	51.667
24	resnetv22_stage1_conv6_fwd	Convolution	[1,64,56,56]	5960.333
25	resnetv22_stage1__plus1	elemwise_add	[1,256,56,56]	224
26	resnetv22_stage1_batchnorm6_fwd	BatchNorm	[1,256,56,56]	105
27	resnetv22_stage1_activation6	Activation	[1,256,56,56]	177.667
28	resnetv22_stage1_conv7_fwd	Convolution	[1,256,56,56]	6306.667
29	resnetv22_stage1_batchnorm7_fwd	BatchNorm	[1,64,56,56]	98.667
30	resnetv22_stage1_activation7	Activation	[1,64,56,56]	40.333
31	resnetv22_stage1_conv8_fwd	Convolution	[1,64,56,56]	14245.667
32	resnetv22_stage1_batchnorm8_fwd	BatchNorm	[1,64,56,56]	93.667
33	resnetv22_stage1_activation8	Activation	[1,64,56,56]	40.333
34	resnetv22_stage1_conv9_fwd	Convolution	[1,64,56,56]	5822.333
35	resnetv22_stage1__plus2	elemwise_add	[1,256,56,56]	210.333
36	resnetv22_stage2_batchnorm0_fwd	BatchNorm	[1,256,56,56]	103.333
37	resnetv22_stage2_activation0	Activation	[1,256,56,56]	161.333
38	resnetv22_stage2_conv0_fwd	Convolution	[1,256,56,56]	11046
39	resnetv22_stage2_batchnorm1_fwd	BatchNorm	[1,128,56,56]	118
40	resnetv22_stage2_activation1	Activation	[1,128,56,56]	87.667
41	resnetv22_stage2_conv1_fwd	Convolution	[1,128,56,56]	12971.667
42	resnetv22_stage2_batchnorm2_fwd	BatchNorm	[1,128,28,28]	85.333
43	resnetv22_stage2_activation2	Activation	[1,128,28,28]	22.667
44	resnetv22_stage2_conv2_fwd	Convolution	[1,128,28,28]	5867.333
45	resnetv22_stage2_conv3_fwd	Convolution	[1,256,56,56]	9842.333
46	resnetv22_stage2__plus0	elemwise_add	[1,512,28,28]	156.333
47	resnetv22_stage2_batchnorm3_fwd	BatchNorm	[1,512,28,28]	57
48	resnetv22_stage2_activation3	Activation	[1,512,28,28]	88
49	resnetv22_stage2_conv4_fwd	Convolution	[1,512,28,28]	6115.667
50	resnetv22_stage2_batchnorm4_fwd	BatchNorm	[1,128,28,28]	90.333
51	resnetv22_stage2_activation4	Activation	[1,128,28,28]	22
52	resnetv22_stage2_conv5_fwd	Convolution	[1,128,28,28]	13174.667
53	resnetv22_stage2_batchnorm5_fwd	BatchNorm	[1,128,28,28]	93
54	resnetv22_stage2_activation5	Activation	[1,128,28,28]	22.333
55	resnetv22_stage2_conv6_fwd	Convolution	[1,128,28,28]	5969.333
56	resnetv22_stage2__plus1	elemwise_add	[1,512,28,28]	146.333
57	resnetv22_stage2_batchnorm6_fwd	BatchNorm	[1,512,28,28]	52.333
58	resnetv22_stage2_activation6	Activation	[1,512,28,28]	71.667
59	resnetv22_stage2_conv7_fwd	Convolution	[1,512,28,28]	6000.333
60	resnetv22_stage2_batchnorm7_fwd	BatchNorm	[1,128,28,28]	92.667
61	resnetv22_stage2_activation7	Activation	[1,128,28,28]	20.667
62	resnetv22_stage2_conv8_fwd	Convolution	[1,128,28,28]	12868.333
63	resnetv22_stage2_batchnorm8_fwd	BatchNorm	[1,128,28,28]	92.333
64	resnetv22_stage2_activation8	Activation	[1,128,28,28]	20.667
65	resnetv22_stage2_conv9_fwd	Convolution	[1,128,28,28]	5692.333
66	resnetv22_stage2__plus2	elemwise_add	[1,512,28,28]	131
67	resnetv22_stage2_batchnorm9_fwd	BatchNorm	[1,512,28,28]	49.667
68	resnetv22_stage2_activation9	Activation	[1,512,28,28]	65
69	resnetv22_stage2_conv10_fwd	Convolution	[1,512,28,28]	6006.667
70	resnetv22_stage2_batchnorm10_fwd	BatchNorm	[1,128,28,28]	82.667
71	resnetv22_stage2_activation10	Activation	[1,128,28,28]	20
72	resnetv22_stage2_conv11_fwd	Convolution	[1,128,28,28]	13077.667
73	resnetv22_stage2_batchnorm11_fwd	BatchNorm	[1,128,28,28]	93.333
74	resnetv22_stage2_activation11	Activation	[1,128,28,28]	20.333
75	resnetv22_stage2_conv12_fwd	Convolution	[1,128,28,28]	5749
76	resnetv22_stage2__plus3	elemwise_add	[1,512,28,28]	138
77	resnetv22_stage3_batchnorm0_fwd	BatchNorm	[1,512,28,28]	53
78	resnetv22_stage3_activation0	Activation	[1,512,28,28]	71.333
79	resnetv22_stage3_conv0_fwd	Convolution	[1,512,28,28]	10531
80	resnetv22_stage3_batchnorm1_fwd	BatchNorm	[1,256,28,28]	99
81	resnetv22_stage3_activation1	Activation	[1,256,28,28]	36.667
82	resnetv22_stage3_conv1_fwd	Convolution	[1,256,28,28]	12771.333
83	resnetv22_stage3_batchnorm2_fwd	BatchNorm	[1,256,14,14]	79.333
84	resnetv22_stage3_activation2	Activation	[1,256,14,14]	12.667
85	resnetv22_stage3_conv2_fwd	Convolution	[1,256,14,14]	5804.333
86	resnetv22_stage3_conv3_fwd	Convolution	[1,512,28,28]	9919
87	resnetv22_stage3__plus0	elemwise_add	[1,1024,14,14]	113.333
88	resnetv22_stage3_batchnorm3_fwd	BatchNorm	[1,1024,14,14]	38.333
89	resnetv22_stage3_activation3	Activation	[1,1024,14,14]	38.667
90	resnetv22_stage3_conv4_fwd	Convolution	[1,1024,14,14]	6001.333
91	resnetv22_stage3_batchnorm4_fwd	BatchNorm	[1,256,14,14]	83.333
92	resnetv22_stage3_activation4	Activation	[1,256,14,14]	13
93	resnetv22_stage3_conv5_fwd	Convolution	[1,256,14,14]	12498.667
94	resnetv22_stage3_batchnorm5_fwd	BatchNorm	[1,256,14,14]	90
95	resnetv22_stage3_activation5	Activation	[1,256,14,14]	13
96	resnetv22_stage3_conv6_fwd	Convolution	[1,256,14,14]	5778.667
97	resnetv22_stage3__plus1	elemwise_add	[1,1024,14,14]	106
98	resnetv22_stage3_batchnorm6_fwd	BatchNorm	[1,1024,14,14]	39
99	resnetv22_stage3_activation6	Activation	[1,1024,14,14]	38.333
100	resnetv22_stage3_conv7_fwd	Convolution	[1,1024,14,14]	5778.333
101	resnetv22_stage3_batchnorm7_fwd	BatchNorm	[1,256,14,14]	82
102	resnetv22_stage3_activation7	Activation	[1,256,14,14]	12.667
103	resnetv22_stage3_conv8_fwd	Convolution	[1,256,14,14]	12337.333
104	resnetv22_stage3_batchnorm8_fwd	BatchNorm	[1,256,14,14]	83.667
105	resnetv22_stage3_activation8	Activation	[1,256,14,14]	11.333
106	resnetv22_stage3_conv9_fwd	Convolution	[1,256,14,14]	5668.667
107	resnetv22_stage3__plus2	elemwise_add	[1,1024,14,14]	106.667
108	resnetv22_stage3_batchnorm9_fwd	BatchNorm	[1,1024,14,14]	37
109	resnetv22_stage3_activation9	Activation	[1,1024,14,14]	35
110	resnetv22_stage3_conv10_fwd	Convolution	[1,1024,14,14]	5861.333
111	resnetv22_stage3_batchnorm10_fwd	BatchNorm	[1,256,14,14]	88
112	resnetv22_stage3_activation10	Activation	[1,256,14,14]	11.667
113	resnetv22_stage3_conv11_fwd	Convolution	[1,256,14,14]	12470
114	resnetv22_stage3_batchnorm11_fwd	BatchNorm	[1,256,14,14]	92
115	resnetv22_stage3_activation11	Activation	[1,256,14,14]	11.667
116	resnetv22_stage3_conv12_fwd	Convolution	[1,256,14,14]	5632.333
117	resnetv22_stage3__plus3	elemwise_add	[1,1024,14,14]	104
118	resnetv22_stage3_batchnorm12_fwd	BatchNorm	[1,1024,14,14]	40.667
119	resnetv22_stage3_activation12	Activation	[1,1024,14,14]	39
120	resnetv22_stage3_conv13_fwd	Convolution	[1,1024,14,14]	5846.667
121	resnetv22_stage3_batchnorm13_fwd	BatchNorm	[1,256,14,14]	87.667
122	resnetv22_stage3_activation13	Activation	[1,256,14,14]	11.333
123	resnetv22_stage3_conv14_fwd	Convolution	[1,256,14,14]	12611.333
124	resnetv22_stage3_batchnorm14_fwd	BatchNorm	[1,256,14,14]	79
125	resnetv22_stage3_activation14	Activation	[1,256,14,14]	10.333
126	resnetv22_stage3_conv15_fwd	Convolution	[1,256,14,14]	5534
127	resnetv22_stage3__plus4	elemwise_add	[1,1024,14,14]	97
128	resnetv22_stage3_batchnorm15_fwd	BatchNorm	[1,1024,14,14]	35.333
129	resnetv22_stage3_activation15	Activation	[1,1024,14,14]	33
130	resnetv22_stage3_conv16_fwd	Convolution	[1,1024,14,14]	5873
131	resnetv22_stage3_batchnorm16_fwd	BatchNorm	[1,256,14,14]	82
132	resnetv22_stage3_activation16	Activation	[1,256,14,14]	11.333
133	resnetv22_stage3_conv17_fwd	Convolution	[1,256,14,14]	12417.333
134	resnetv22_stage3_batchnorm17_fwd	BatchNorm	[1,256,14,14]	85.333
135	resnetv22_stage3_activation17	Activation	[1,256,14,14]	12.667
136	resnetv22_stage3_conv18_fwd	Convolution	[1,256,14,14]	5643.667
137	resnetv22_stage3__plus5	elemwise_add	[1,1024,14,14]	107.333
138	resnetv22_stage4_batchnorm0_fwd	BatchNorm	[1,1024,14,14]	38
139	resnetv22_stage4_activation0	Activation	[1,1024,14,14]	36
140	resnetv22_stage4_conv0_fwd	Convolution	[1,1024,14,14]	10967.667
141	resnetv22_stage4_batchnorm1_fwd	BatchNorm	[1,512,14,14]	90.333
142	resnetv22_stage4_activation1	Activation	[1,512,14,14]	24.667
143	resnetv22_stage4_conv1_fwd	Convolution	[1,512,14,14]	15718.333
144	resnetv22_stage4_batchnorm2_fwd	BatchNorm	[1,512,7,7]	90.667
145	resnetv22_stage4_activation2	Activation	[1,512,7,7]	8.333
146	resnetv22_stage4_conv2_fwd	Convolution	[1,512,7,7]	7060.333
147	resnetv22_stage4_conv3_fwd	Convolution	[1,1024,14,14]	12634.333
148	resnetv22_stage4__plus0	elemwise_add	[1,2048,7,7]	95.667
149	resnetv22_stage4_batchnorm3_fwd	BatchNorm	[1,2048,7,7]	36.333
150	resnetv22_stage4_activation3	Activation	[1,2048,7,7]	22
151	resnetv22_stage4_conv4_fwd	Convolution	[1,2048,7,7]	7140
152	resnetv22_stage4_batchnorm4_fwd	BatchNorm	[1,512,7,7]	98.333
153	resnetv22_stage4_activation4	Activation	[1,512,7,7]	8.333
154	resnetv22_stage4_conv5_fwd	Convolution	[1,512,7,7]	15919.667
155	resnetv22_stage4_batchnorm5_fwd	BatchNorm	[1,512,7,7]	87
156	resnetv22_stage4_activation5	Activation	[1,512,7,7]	10
157	resnetv22_stage4_conv6_fwd	Convolution	[1,512,7,7]	7033
158	resnetv22_stage4__plus1	elemwise_add	[1,2048,7,7]	97.333
159	resnetv22_stage4_batchnorm6_fwd	BatchNorm	[1,2048,7,7]	37.667
160	resnetv22_stage4_activation6	Activation	[1,2048,7,7]	21.333
161	resnetv22_stage4_conv7_fwd	Convolution	[1,2048,7,7]	7107
162	resnetv22_stage4_batchnorm7_fwd	BatchNorm	[1,512,7,7]	97.667
163	resnetv22_stage4_activation7	Activation	[1,512,7,7]	9
164	resnetv22_stage4_conv8_fwd	Convolution	[1,512,7,7]	15111.333
165	resnetv22_stage4_batchnorm8_fwd	BatchNorm	[1,512,7,7]	90.333
166	resnetv22_stage4_activation8	Activation	[1,512,7,7]	8
167	resnetv22_stage4_conv9_fwd	Convolution	[1,512,7,7]	6841.667
168	resnetv22_stage4__plus2	elemwise_add	[1,2048,7,7]	99
169	resnetv22_batchnorm2_fwd	BatchNorm	[1,2048,7,7]	37.667
170	resnetv22_relu1_fwd	Activation	[1,2048,7,7]	20.667
171	resnetv22_pool1_fwd	Pooling	[1,2048,7,7]	155
172	resnetv22_flatten0_flatten0	Flatten	[1,2048,1,1]	2
173	resnetv22_dense0_fwd	FullyConnected	[1,2048]	2264

Showing 1 to 174 of 174 entries

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