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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	mobilenet2_conv0_fwd	Convolution	[1,3,224,224]	4328
1	mobilenet2_batchnorm0_fwd	BatchNorm	[1,16,112,112]	456.333
2	mobilenet2_relu0_fwd	Activation	[1,16,112,112]	34
3	mobilenet2_conv1_fwd	Convolution	[1,16,112,112]	6140.667
4	mobilenet2_batchnorm1_fwd	BatchNorm	[1,16,112,112]	448.667
5	mobilenet2_relu1_fwd	Activation	[1,16,112,112]	33.333
6	mobilenet2_conv2_fwd	Convolution	[1,16,112,112]	5186.333
7	mobilenet2_batchnorm2_fwd	BatchNorm	[1,32,112,112]	172
8	mobilenet2_relu2_fwd	Activation	[1,32,112,112]	46.667
9	mobilenet2_conv3_fwd	Convolution	[1,32,112,112]	2895.333
10	mobilenet2_batchnorm3_fwd	BatchNorm	[1,32,56,56]	69.667
11	mobilenet2_relu3_fwd	Activation	[1,32,56,56]	19
12	mobilenet2_conv4_fwd	Convolution	[1,32,56,56]	2529.667
13	mobilenet2_batchnorm4_fwd	BatchNorm	[1,64,56,56]	64.667
14	mobilenet2_relu4_fwd	Activation	[1,64,56,56]	24
15	mobilenet2_conv5_fwd	Convolution	[1,64,56,56]	4482.667
16	mobilenet2_batchnorm5_fwd	BatchNorm	[1,64,56,56]	166.667
17	mobilenet2_relu5_fwd	Activation	[1,64,56,56]	24
18	mobilenet2_conv6_fwd	Convolution	[1,64,56,56]	2952.333
19	mobilenet2_batchnorm6_fwd	BatchNorm	[1,64,56,56]	129.333
20	mobilenet2_relu6_fwd	Activation	[1,64,56,56]	23
21	mobilenet2_conv7_fwd	Convolution	[1,64,56,56]	1654.333
22	mobilenet2_batchnorm7_fwd	BatchNorm	[1,64,28,28]	23
23	mobilenet2_relu7_fwd	Activation	[1,64,28,28]	25.667
24	mobilenet2_conv8_fwd	Convolution	[1,64,28,28]	1597
25	mobilenet2_batchnorm8_fwd	BatchNorm	[1,128,28,28]	38
26	mobilenet2_relu8_fwd	Activation	[1,128,28,28]	23.333
27	mobilenet2_conv9_fwd	Convolution	[1,128,28,28]	2906
28	mobilenet2_batchnorm9_fwd	BatchNorm	[1,128,28,28]	114.667
29	mobilenet2_relu9_fwd	Activation	[1,128,28,28]	15.667
30	mobilenet2_conv10_fwd	Convolution	[1,128,28,28]	2836
31	mobilenet2_batchnorm10_fwd	BatchNorm	[1,128,28,28]	107
32	mobilenet2_relu10_fwd	Activation	[1,128,28,28]	15.667
33	mobilenet2_conv11_fwd	Convolution	[1,128,28,28]	899.667
34	mobilenet2_batchnorm11_fwd	BatchNorm	[1,128,14,14]	20.333
35	mobilenet2_relu11_fwd	Activation	[1,128,14,14]	13
36	mobilenet2_conv12_fwd	Convolution	[1,128,14,14]	1341.667
37	mobilenet2_batchnorm12_fwd	BatchNorm	[1,256,14,14]	32.333
38	mobilenet2_relu12_fwd	Activation	[1,256,14,14]	21
39	mobilenet2_conv13_fwd	Convolution	[1,256,14,14]	1787.667
40	mobilenet2_batchnorm13_fwd	BatchNorm	[1,256,14,14]	48
41	mobilenet2_relu13_fwd	Activation	[1,256,14,14]	19
42	mobilenet2_conv14_fwd	Convolution	[1,256,14,14]	2574.667
43	mobilenet2_batchnorm14_fwd	BatchNorm	[1,256,14,14]	104.333
44	mobilenet2_relu14_fwd	Activation	[1,256,14,14]	16.667
45	mobilenet2_conv15_fwd	Convolution	[1,256,14,14]	1775.333
46	mobilenet2_batchnorm15_fwd	BatchNorm	[1,256,14,14]	50.667
47	mobilenet2_relu15_fwd	Activation	[1,256,14,14]	19.333
48	mobilenet2_conv16_fwd	Convolution	[1,256,14,14]	2574.333
49	mobilenet2_batchnorm16_fwd	BatchNorm	[1,256,14,14]	89
50	mobilenet2_relu16_fwd	Activation	[1,256,14,14]	21.333
51	mobilenet2_conv17_fwd	Convolution	[1,256,14,14]	1774
52	mobilenet2_batchnorm17_fwd	BatchNorm	[1,256,14,14]	50.667
53	mobilenet2_relu17_fwd	Activation	[1,256,14,14]	16
54	mobilenet2_conv18_fwd	Convolution	[1,256,14,14]	2574
55	mobilenet2_batchnorm18_fwd	BatchNorm	[1,256,14,14]	114
56	mobilenet2_relu18_fwd	Activation	[1,256,14,14]	14.667
57	mobilenet2_conv19_fwd	Convolution	[1,256,14,14]	1776.333
58	mobilenet2_batchnorm19_fwd	BatchNorm	[1,256,14,14]	55.667
59	mobilenet2_relu19_fwd	Activation	[1,256,14,14]	17.667
60	mobilenet2_conv20_fwd	Convolution	[1,256,14,14]	2569.333
61	mobilenet2_batchnorm20_fwd	BatchNorm	[1,256,14,14]	111.333
62	mobilenet2_relu20_fwd	Activation	[1,256,14,14]	13.667
63	mobilenet2_conv21_fwd	Convolution	[1,256,14,14]	1778.333
64	mobilenet2_batchnorm21_fwd	BatchNorm	[1,256,14,14]	48.667
65	mobilenet2_relu21_fwd	Activation	[1,256,14,14]	16.333
66	mobilenet2_conv22_fwd	Convolution	[1,256,14,14]	2568
67	mobilenet2_batchnorm22_fwd	BatchNorm	[1,256,14,14]	107.333
68	mobilenet2_relu22_fwd	Activation	[1,256,14,14]	14
69	mobilenet2_conv23_fwd	Convolution	[1,256,14,14]	588
70	mobilenet2_batchnorm23_fwd	BatchNorm	[1,256,7,7]	20
71	mobilenet2_relu23_fwd	Activation	[1,256,7,7]	12.333
72	mobilenet2_conv24_fwd	Convolution	[1,256,7,7]	1509.667
73	mobilenet2_batchnorm24_fwd	BatchNorm	[1,512,7,7]	27.667
74	mobilenet2_relu24_fwd	Activation	[1,512,7,7]	25.333
75	mobilenet2_conv25_fwd	Convolution	[1,512,7,7]	1150
76	mobilenet2_batchnorm25_fwd	BatchNorm	[1,512,7,7]	25.667
77	mobilenet2_relu25_fwd	Activation	[1,512,7,7]	23.667
78	mobilenet2_conv26_fwd	Convolution	[1,512,7,7]	2810.333
79	mobilenet2_batchnorm26_fwd	BatchNorm	[1,512,7,7]	97.667
80	mobilenet2_relu26_fwd	Activation	[1,512,7,7]	22.667
81	mobilenet2_pool0_fwd	Pooling	[1,512,7,7]	76.667
82	mobilenet2_flatten0_flatten0	Flatten	[1,512,1,1]	2.333
83	mobilenet2_dense0_fwd	FullyConnected	[1,512]	733.667

Showing 1 to 84 of 84 entries

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