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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]	3062.833
1	mobilenet2_batchnorm0_fwd	BatchNorm	[1,16,112,112]	404.667
2	mobilenet2_relu0_fwd	Activation	[1,16,112,112]	48.5
3	mobilenet2_conv1_fwd	Convolution	[1,16,112,112]	2975.5
4	mobilenet2_batchnorm1_fwd	BatchNorm	[1,16,112,112]	398
5	mobilenet2_relu1_fwd	Activation	[1,16,112,112]	46.667
6	mobilenet2_conv2_fwd	Convolution	[1,16,112,112]	3261.167
7	mobilenet2_batchnorm2_fwd	BatchNorm	[1,32,112,112]	132.833
8	mobilenet2_relu2_fwd	Activation	[1,32,112,112]	85.667
9	mobilenet2_conv3_fwd	Convolution	[1,32,112,112]	1575.5
10	mobilenet2_batchnorm3_fwd	BatchNorm	[1,32,56,56]	37.667
11	mobilenet2_relu3_fwd	Activation	[1,32,56,56]	26.333
12	mobilenet2_conv4_fwd	Convolution	[1,32,56,56]	1579.333
13	mobilenet2_batchnorm4_fwd	BatchNorm	[1,64,56,56]	47.667
14	mobilenet2_relu4_fwd	Activation	[1,64,56,56]	46.5
15	mobilenet2_conv5_fwd	Convolution	[1,64,56,56]	3019.5
16	mobilenet2_batchnorm5_fwd	BatchNorm	[1,64,56,56]	93.333
17	mobilenet2_relu5_fwd	Activation	[1,64,56,56]	47
18	mobilenet2_conv6_fwd	Convolution	[1,64,56,56]	1858.5
19	mobilenet2_batchnorm6_fwd	BatchNorm	[1,64,56,56]	86.833
20	mobilenet2_relu6_fwd	Activation	[1,64,56,56]	51.5
21	mobilenet2_conv7_fwd	Convolution	[1,64,56,56]	824.333
22	mobilenet2_batchnorm7_fwd	BatchNorm	[1,64,28,28]	19
23	mobilenet2_relu7_fwd	Activation	[1,64,28,28]	16.167
24	mobilenet2_conv8_fwd	Convolution	[1,64,28,28]	892.167
25	mobilenet2_batchnorm8_fwd	BatchNorm	[1,128,28,28]	28.833
26	mobilenet2_relu8_fwd	Activation	[1,128,28,28]	25.833
27	mobilenet2_conv9_fwd	Convolution	[1,128,28,28]	1568.833
28	mobilenet2_batchnorm9_fwd	BatchNorm	[1,128,28,28]	39.5
29	mobilenet2_relu9_fwd	Activation	[1,128,28,28]	27.167
30	mobilenet2_conv10_fwd	Convolution	[1,128,28,28]	1748.333
31	mobilenet2_batchnorm10_fwd	BatchNorm	[1,128,28,28]	69.167
32	mobilenet2_relu10_fwd	Activation	[1,128,28,28]	26
33	mobilenet2_conv11_fwd	Convolution	[1,128,28,28]	452.5
34	mobilenet2_batchnorm11_fwd	BatchNorm	[1,128,14,14]	14.5
35	mobilenet2_relu11_fwd	Activation	[1,128,14,14]	11
36	mobilenet2_conv12_fwd	Convolution	[1,128,14,14]	780.167
37	mobilenet2_batchnorm12_fwd	BatchNorm	[1,256,14,14]	20
38	mobilenet2_relu12_fwd	Activation	[1,256,14,14]	16
39	mobilenet2_conv13_fwd	Convolution	[1,256,14,14]	868.333
40	mobilenet2_batchnorm13_fwd	BatchNorm	[1,256,14,14]	18.833
41	mobilenet2_relu13_fwd	Activation	[1,256,14,14]	16.333
42	mobilenet2_conv14_fwd	Convolution	[1,256,14,14]	1510
43	mobilenet2_batchnorm14_fwd	BatchNorm	[1,256,14,14]	23.167
44	mobilenet2_relu14_fwd	Activation	[1,256,14,14]	16.333
45	mobilenet2_conv15_fwd	Convolution	[1,256,14,14]	861
46	mobilenet2_batchnorm15_fwd	BatchNorm	[1,256,14,14]	19.833
47	mobilenet2_relu15_fwd	Activation	[1,256,14,14]	16
48	mobilenet2_conv16_fwd	Convolution	[1,256,14,14]	1504.333
49	mobilenet2_batchnorm16_fwd	BatchNorm	[1,256,14,14]	22.333
50	mobilenet2_relu16_fwd	Activation	[1,256,14,14]	16
51	mobilenet2_conv17_fwd	Convolution	[1,256,14,14]	862.667
52	mobilenet2_batchnorm17_fwd	BatchNorm	[1,256,14,14]	18.833
53	mobilenet2_relu17_fwd	Activation	[1,256,14,14]	15.833
54	mobilenet2_conv18_fwd	Convolution	[1,256,14,14]	1508.5
55	mobilenet2_batchnorm18_fwd	BatchNorm	[1,256,14,14]	27
56	mobilenet2_relu18_fwd	Activation	[1,256,14,14]	15.833
57	mobilenet2_conv19_fwd	Convolution	[1,256,14,14]	858.5
58	mobilenet2_batchnorm19_fwd	BatchNorm	[1,256,14,14]	18.167
59	mobilenet2_relu19_fwd	Activation	[1,256,14,14]	16
60	mobilenet2_conv20_fwd	Convolution	[1,256,14,14]	1513.167
61	mobilenet2_batchnorm20_fwd	BatchNorm	[1,256,14,14]	26.167
62	mobilenet2_relu20_fwd	Activation	[1,256,14,14]	16
63	mobilenet2_conv21_fwd	Convolution	[1,256,14,14]	871.167
64	mobilenet2_batchnorm21_fwd	BatchNorm	[1,256,14,14]	19.5
65	mobilenet2_relu21_fwd	Activation	[1,256,14,14]	15.833
66	mobilenet2_conv22_fwd	Convolution	[1,256,14,14]	1498.833
67	mobilenet2_batchnorm22_fwd	BatchNorm	[1,256,14,14]	24.333
68	mobilenet2_relu22_fwd	Activation	[1,256,14,14]	16
69	mobilenet2_conv23_fwd	Convolution	[1,256,14,14]	292
70	mobilenet2_batchnorm23_fwd	BatchNorm	[1,256,7,7]	14.167
71	mobilenet2_relu23_fwd	Activation	[1,256,7,7]	8
72	mobilenet2_conv24_fwd	Convolution	[1,256,7,7]	924.167
73	mobilenet2_batchnorm24_fwd	BatchNorm	[1,512,7,7]	17.333
74	mobilenet2_relu24_fwd	Activation	[1,512,7,7]	11
75	mobilenet2_conv25_fwd	Convolution	[1,512,7,7]	558
76	mobilenet2_batchnorm25_fwd	BatchNorm	[1,512,7,7]	16.333
77	mobilenet2_relu25_fwd	Activation	[1,512,7,7]	10.333
78	mobilenet2_conv26_fwd	Convolution	[1,512,7,7]	1813.333
79	mobilenet2_batchnorm26_fwd	BatchNorm	[1,512,7,7]	71
80	mobilenet2_relu26_fwd	Activation	[1,512,7,7]	11
81	mobilenet2_pool0_fwd	Pooling	[1,512,7,7]	42.667
82	mobilenet2_flatten0_flatten0	Flatten	[1,512,1,1]	3.5
83	mobilenet2_dense0_fwd	FullyConnected	[1,512]	507

Showing 1 to 84 of 84 entries

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