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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	mobilenetv21_features_conv0_fwd	Convolution	[1,3,224,224]	6494.667
1	mobilenetv21_features_batchnorm0_fwd	BatchNorm	[1,24,112,112]	121
2	mobilenetv21_features_relu60_relu6	clip	[1,24,112,112]	123
3	mobilenetv21_features_linearbottleneck0_conv0_fwd	Convolution	[1,24,112,112]	4814
4	mobilenetv21_features_linearbottleneck0_batchnorm0_fwd	BatchNorm	[1,24,112,112]	106.333
5	mobilenetv21_features_linearbottleneck0_relu60_relu6	clip	[1,24,112,112]	138
6	mobilenetv21_features_linearbottleneck0_conv1_fwd	Convolution	[1,24,112,112]	5358
7	mobilenetv21_features_linearbottleneck0_batchnorm1_fwd	BatchNorm	[1,24,112,112]	112.667
8	mobilenetv21_features_linearbottleneck0_relu61_relu6	clip	[1,24,112,112]	154.667
9	mobilenetv21_features_linearbottleneck0_conv2_fwd	Convolution	[1,24,112,112]	2355.333
10	mobilenetv21_features_linearbottleneck0_batchnorm2_fwd	BatchNorm	[1,12,112,112]	35.333
11	mobilenetv21_features_linearbottleneck1_conv0_fwd	Convolution	[1,12,112,112]	3748.333
12	mobilenetv21_features_linearbottleneck1_batchnorm0_fwd	BatchNorm	[1,72,112,112]	181.667
13	mobilenetv21_features_linearbottleneck1_relu60_relu6	clip	[1,72,112,112]	399.667
14	mobilenetv21_features_linearbottleneck1_conv1_fwd	Convolution	[1,72,112,112]	4137
15	mobilenetv21_features_linearbottleneck1_batchnorm1_fwd	BatchNorm	[1,72,56,56]	98
16	mobilenetv21_features_linearbottleneck1_relu61_relu6	clip	[1,72,56,56]	147.667
17	mobilenetv21_features_linearbottleneck1_conv2_fwd	Convolution	[1,72,56,56]	1230.333
18	mobilenetv21_features_linearbottleneck1_batchnorm2_fwd	BatchNorm	[1,18,56,56]	17.333
19	mobilenetv21_features_linearbottleneck2_conv0_fwd	Convolution	[1,18,56,56]	3517.667
20	mobilenetv21_features_linearbottleneck2_batchnorm0_fwd	BatchNorm	[1,108,56,56]	116
21	mobilenetv21_features_linearbottleneck2_relu60_relu6	clip	[1,108,56,56]	170.333
22	mobilenetv21_features_linearbottleneck2_conv1_fwd	Convolution	[1,108,56,56]	6034.333
23	mobilenetv21_features_linearbottleneck2_batchnorm1_fwd	BatchNorm	[1,108,56,56]	98
24	mobilenetv21_features_linearbottleneck2_relu61_relu6	clip	[1,108,56,56]	186
25	mobilenetv21_features_linearbottleneck2_conv2_fwd	Convolution	[1,108,56,56]	1367.333
26	mobilenetv21_features_linearbottleneck2_batchnorm2_fwd	BatchNorm	[1,18,56,56]	16.667
27	mobilenetv21_features_linearbottleneck2_elemwise_add0	elemwise_add	[1,18,56,56]	14
28	mobilenetv21_features_linearbottleneck3_conv0_fwd	Convolution	[1,18,56,56]	3480.333
29	mobilenetv21_features_linearbottleneck3_batchnorm0_fwd	BatchNorm	[1,108,56,56]	102.333
30	mobilenetv21_features_linearbottleneck3_relu60_relu6	clip	[1,108,56,56]	175.333
31	mobilenetv21_features_linearbottleneck3_conv1_fwd	Convolution	[1,108,56,56]	1639
32	mobilenetv21_features_linearbottleneck3_batchnorm1_fwd	BatchNorm	[1,108,28,28]	27.333
33	mobilenetv21_features_linearbottleneck3_relu61_relu6	clip	[1,108,28,28]	41.667
34	mobilenetv21_features_linearbottleneck3_conv2_fwd	Convolution	[1,108,28,28]	460.333
35	mobilenetv21_features_linearbottleneck3_batchnorm2_fwd	BatchNorm	[1,24,28,28]	12.333
36	mobilenetv21_features_linearbottleneck4_conv0_fwd	Convolution	[1,24,28,28]	442.333
37	mobilenetv21_features_linearbottleneck4_batchnorm0_fwd	BatchNorm	[1,144,28,28]	25.333
38	mobilenetv21_features_linearbottleneck4_relu60_relu6	clip	[1,144,28,28]	48.333
39	mobilenetv21_features_linearbottleneck4_conv1_fwd	Convolution	[1,144,28,28]	2090.667
40	mobilenetv21_features_linearbottleneck4_batchnorm1_fwd	BatchNorm	[1,144,28,28]	37.333
41	mobilenetv21_features_linearbottleneck4_relu61_relu6	clip	[1,144,28,28]	68.667
42	mobilenetv21_features_linearbottleneck4_conv2_fwd	Convolution	[1,144,28,28]	483
43	mobilenetv21_features_linearbottleneck4_batchnorm2_fwd	BatchNorm	[1,24,28,28]	11.667
44	mobilenetv21_features_linearbottleneck4_elemwise_add0	elemwise_add	[1,24,28,28]	7.667
45	mobilenetv21_features_linearbottleneck5_conv0_fwd	Convolution	[1,24,28,28]	442.667
46	mobilenetv21_features_linearbottleneck5_batchnorm0_fwd	BatchNorm	[1,144,28,28]	19
47	mobilenetv21_features_linearbottleneck5_relu60_relu6	clip	[1,144,28,28]	54
48	mobilenetv21_features_linearbottleneck5_conv1_fwd	Convolution	[1,144,28,28]	2074
49	mobilenetv21_features_linearbottleneck5_batchnorm1_fwd	BatchNorm	[1,144,28,28]	31.667
50	mobilenetv21_features_linearbottleneck5_relu61_relu6	clip	[1,144,28,28]	67.667
51	mobilenetv21_features_linearbottleneck5_conv2_fwd	Convolution	[1,144,28,28]	487
52	mobilenetv21_features_linearbottleneck5_batchnorm2_fwd	BatchNorm	[1,24,28,28]	11.333
53	mobilenetv21_features_linearbottleneck5_elemwise_add0	elemwise_add	[1,24,28,28]	7.667
54	mobilenetv21_features_linearbottleneck6_conv0_fwd	Convolution	[1,24,28,28]	442
55	mobilenetv21_features_linearbottleneck6_batchnorm0_fwd	BatchNorm	[1,144,28,28]	19.333
56	mobilenetv21_features_linearbottleneck6_relu60_relu6	clip	[1,144,28,28]	53.333
57	mobilenetv21_features_linearbottleneck6_conv1_fwd	Convolution	[1,144,28,28]	603.333
58	mobilenetv21_features_linearbottleneck6_batchnorm1_fwd	BatchNorm	[1,144,14,14]	11.667
59	mobilenetv21_features_linearbottleneck6_relu61_relu6	clip	[1,144,14,14]	15.667
60	mobilenetv21_features_linearbottleneck6_conv2_fwd	Convolution	[1,144,14,14]	213.333
61	mobilenetv21_features_linearbottleneck6_batchnorm2_fwd	BatchNorm	[1,48,14,14]	10.667
62	mobilenetv21_features_linearbottleneck7_conv0_fwd	Convolution	[1,48,14,14]	361.667
63	mobilenetv21_features_linearbottleneck7_batchnorm0_fwd	BatchNorm	[1,288,14,14]	19.667
64	mobilenetv21_features_linearbottleneck7_relu60_relu6	clip	[1,288,14,14]	23.333
65	mobilenetv21_features_linearbottleneck7_conv1_fwd	Convolution	[1,288,14,14]	1153.667
66	mobilenetv21_features_linearbottleneck7_batchnorm1_fwd	BatchNorm	[1,288,14,14]	23.333
67	mobilenetv21_features_linearbottleneck7_relu61_relu6	clip	[1,288,14,14]	32.667
68	mobilenetv21_features_linearbottleneck7_conv2_fwd	Convolution	[1,288,14,14]	420.333
69	mobilenetv21_features_linearbottleneck7_batchnorm2_fwd	BatchNorm	[1,48,14,14]	10.667
70	mobilenetv21_features_linearbottleneck7_elemwise_add0	elemwise_add	[1,48,14,14]	6
71	mobilenetv21_features_linearbottleneck8_conv0_fwd	Convolution	[1,48,14,14]	362
72	mobilenetv21_features_linearbottleneck8_batchnorm0_fwd	BatchNorm	[1,288,14,14]	18
73	mobilenetv21_features_linearbottleneck8_relu60_relu6	clip	[1,288,14,14]	25
74	mobilenetv21_features_linearbottleneck8_conv1_fwd	Convolution	[1,288,14,14]	1149.667
75	mobilenetv21_features_linearbottleneck8_batchnorm1_fwd	BatchNorm	[1,288,14,14]	29.333
76	mobilenetv21_features_linearbottleneck8_relu61_relu6	clip	[1,288,14,14]	28.333
77	mobilenetv21_features_linearbottleneck8_conv2_fwd	Convolution	[1,288,14,14]	422
78	mobilenetv21_features_linearbottleneck8_batchnorm2_fwd	BatchNorm	[1,48,14,14]	10.667
79	mobilenetv21_features_linearbottleneck8_elemwise_add0	elemwise_add	[1,48,14,14]	6
80	mobilenetv21_features_linearbottleneck9_conv0_fwd	Convolution	[1,48,14,14]	361.333
81	mobilenetv21_features_linearbottleneck9_batchnorm0_fwd	BatchNorm	[1,288,14,14]	17.333
82	mobilenetv21_features_linearbottleneck9_relu60_relu6	clip	[1,288,14,14]	31
83	mobilenetv21_features_linearbottleneck9_conv1_fwd	Convolution	[1,288,14,14]	1154.667
84	mobilenetv21_features_linearbottleneck9_batchnorm1_fwd	BatchNorm	[1,288,14,14]	27.667
85	mobilenetv21_features_linearbottleneck9_relu61_relu6	clip	[1,288,14,14]	25
86	mobilenetv21_features_linearbottleneck9_conv2_fwd	Convolution	[1,288,14,14]	419.667
87	mobilenetv21_features_linearbottleneck9_batchnorm2_fwd	BatchNorm	[1,48,14,14]	10.333
88	mobilenetv21_features_linearbottleneck9_elemwise_add0	elemwise_add	[1,48,14,14]	6
89	mobilenetv21_features_linearbottleneck10_conv0_fwd	Convolution	[1,48,14,14]	361
90	mobilenetv21_features_linearbottleneck10_batchnorm0_fwd	BatchNorm	[1,288,14,14]	18
91	mobilenetv21_features_linearbottleneck10_relu60_relu6	clip	[1,288,14,14]	28.333
92	mobilenetv21_features_linearbottleneck10_conv1_fwd	Convolution	[1,288,14,14]	1149.333
93	mobilenetv21_features_linearbottleneck10_batchnorm1_fwd	BatchNorm	[1,288,14,14]	18.667
94	mobilenetv21_features_linearbottleneck10_relu61_relu6	clip	[1,288,14,14]	27.333
95	mobilenetv21_features_linearbottleneck10_conv2_fwd	Convolution	[1,288,14,14]	612
96	mobilenetv21_features_linearbottleneck10_batchnorm2_fwd	BatchNorm	[1,72,14,14]	11
97	mobilenetv21_features_linearbottleneck11_conv0_fwd	Convolution	[1,72,14,14]	831.667
98	mobilenetv21_features_linearbottleneck11_batchnorm0_fwd	BatchNorm	[1,432,14,14]	17.333
99	mobilenetv21_features_linearbottleneck11_relu60_relu6	clip	[1,432,14,14]	38.333
100	mobilenetv21_features_linearbottleneck11_conv1_fwd	Convolution	[1,432,14,14]	1715.333
101	mobilenetv21_features_linearbottleneck11_batchnorm1_fwd	BatchNorm	[1,432,14,14]	35.333
102	mobilenetv21_features_linearbottleneck11_relu61_relu6	clip	[1,432,14,14]	39
103	mobilenetv21_features_linearbottleneck11_conv2_fwd	Convolution	[1,432,14,14]	907.333
104	mobilenetv21_features_linearbottleneck11_batchnorm2_fwd	BatchNorm	[1,72,14,14]	10.333
105	mobilenetv21_features_linearbottleneck11_elemwise_add0	elemwise_add	[1,72,14,14]	7
106	mobilenetv21_features_linearbottleneck12_conv0_fwd	Convolution	[1,72,14,14]	828.667
107	mobilenetv21_features_linearbottleneck12_batchnorm0_fwd	BatchNorm	[1,432,14,14]	17
108	mobilenetv21_features_linearbottleneck12_relu60_relu6	clip	[1,432,14,14]	38
109	mobilenetv21_features_linearbottleneck12_conv1_fwd	Convolution	[1,432,14,14]	1700.333
110	mobilenetv21_features_linearbottleneck12_batchnorm1_fwd	BatchNorm	[1,432,14,14]	43
111	mobilenetv21_features_linearbottleneck12_relu61_relu6	clip	[1,432,14,14]	33.333
112	mobilenetv21_features_linearbottleneck12_conv2_fwd	Convolution	[1,432,14,14]	908.333
113	mobilenetv21_features_linearbottleneck12_batchnorm2_fwd	BatchNorm	[1,72,14,14]	10.667
114	mobilenetv21_features_linearbottleneck12_elemwise_add0	elemwise_add	[1,72,14,14]	6.333
115	mobilenetv21_features_linearbottleneck13_conv0_fwd	Convolution	[1,72,14,14]	828.667
116	mobilenetv21_features_linearbottleneck13_batchnorm0_fwd	BatchNorm	[1,432,14,14]	16.333
117	mobilenetv21_features_linearbottleneck13_relu60_relu6	clip	[1,432,14,14]	34.333
118	mobilenetv21_features_linearbottleneck13_conv1_fwd	Convolution	[1,432,14,14]	566.667
119	mobilenetv21_features_linearbottleneck13_batchnorm1_fwd	BatchNorm	[1,432,7,7]	12.667
120	mobilenetv21_features_linearbottleneck13_relu61_relu6	clip	[1,432,7,7]	10
121	mobilenetv21_features_linearbottleneck13_conv2_fwd	Convolution	[1,432,7,7]	442.333
122	mobilenetv21_features_linearbottleneck13_batchnorm2_fwd	BatchNorm	[1,120,7,7]	9.667
123	mobilenetv21_features_linearbottleneck14_conv0_fwd	Convolution	[1,120,7,7]	694.333
124	mobilenetv21_features_linearbottleneck14_batchnorm0_fwd	BatchNorm	[1,720,7,7]	15
125	mobilenetv21_features_linearbottleneck14_relu60_relu6	clip	[1,720,7,7]	17
126	mobilenetv21_features_linearbottleneck14_conv1_fwd	Convolution	[1,720,7,7]	911.667
127	mobilenetv21_features_linearbottleneck14_batchnorm1_fwd	BatchNorm	[1,720,7,7]	15
128	mobilenetv21_features_linearbottleneck14_relu61_relu6	clip	[1,720,7,7]	19
129	mobilenetv21_features_linearbottleneck14_conv2_fwd	Convolution	[1,720,7,7]	738
130	mobilenetv21_features_linearbottleneck14_batchnorm2_fwd	BatchNorm	[1,120,7,7]	9.667
131	mobilenetv21_features_linearbottleneck14_elemwise_add0	elemwise_add	[1,120,7,7]	6
132	mobilenetv21_features_linearbottleneck15_conv0_fwd	Convolution	[1,120,7,7]	694.333
133	mobilenetv21_features_linearbottleneck15_batchnorm0_fwd	BatchNorm	[1,720,7,7]	15
134	mobilenetv21_features_linearbottleneck15_relu60_relu6	clip	[1,720,7,7]	16.667
135	mobilenetv21_features_linearbottleneck15_conv1_fwd	Convolution	[1,720,7,7]	911.333
136	mobilenetv21_features_linearbottleneck15_batchnorm1_fwd	BatchNorm	[1,720,7,7]	17.333
137	mobilenetv21_features_linearbottleneck15_relu61_relu6	clip	[1,720,7,7]	17.333
138	mobilenetv21_features_linearbottleneck15_conv2_fwd	Convolution	[1,720,7,7]	731.667
139	mobilenetv21_features_linearbottleneck15_batchnorm2_fwd	BatchNorm	[1,120,7,7]	9.667
140	mobilenetv21_features_linearbottleneck15_elemwise_add0	elemwise_add	[1,120,7,7]	6
141	mobilenetv21_features_linearbottleneck16_conv0_fwd	Convolution	[1,120,7,7]	695.667
142	mobilenetv21_features_linearbottleneck16_batchnorm0_fwd	BatchNorm	[1,720,7,7]	13.667
143	mobilenetv21_features_linearbottleneck16_relu60_relu6	clip	[1,720,7,7]	14.667
144	mobilenetv21_features_linearbottleneck16_conv1_fwd	Convolution	[1,720,7,7]	900
145	mobilenetv21_features_linearbottleneck16_batchnorm1_fwd	BatchNorm	[1,720,7,7]	16.667
146	mobilenetv21_features_linearbottleneck16_relu61_relu6	clip	[1,720,7,7]	13
147	mobilenetv21_features_linearbottleneck16_conv2_fwd	Convolution	[1,720,7,7]	1393.333
148	mobilenetv21_features_linearbottleneck16_batchnorm2_fwd	BatchNorm	[1,240,7,7]	14
149	mobilenetv21_features_conv1_fwd	Convolution	[1,240,7,7]	2415.333
150	mobilenetv21_features_batchnorm1_fwd	BatchNorm	[1,1280,7,7]	81
151	mobilenetv21_features_relu61_relu6	clip	[1,1280,7,7]	28
152	mobilenetv21_features_pool0_fwd	Pooling	[1,1280,7,7]	106.667
153	mobilenetv21_output_pred_fwd	Convolution	[1,1280,1,1]	2397.333
154	mobilenetv21_output_flatten0_flatten0	Flatten	[1,1000,1,1]	2

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