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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	resnext0_conv0_fwd	Convolution	[1,3,224,224]	20053
1	resnext0_batchnorm0_fwd	BatchNorm	[1,64,112,112]	196.667
2	resnext0_relu0_fwd	Activation	[1,64,112,112]	161.333
3	resnext0_pool0_fwd	Pooling	[1,64,112,112]	2855.333
4	resnext0_stage1_conv0_fwd	Convolution	[1,64,56,56]	3170
5	resnext0_stage1_batchnorm0_fwd	BatchNorm	[1,128,56,56]	124.667
6	resnext0_stage1_relu0_fwd	Activation	[1,128,56,56]	76
7	resnext0_stage1_conv1_fwd	Convolution	[1,128,56,56]	11195.333
8	resnext0_stage1_batchnorm1_fwd	BatchNorm	[1,128,56,56]	131
9	resnext0_stage1_relu1_fwd	Activation	[1,128,56,56]	78
10	resnext0_stage1_conv2_fwd	Convolution	[1,128,56,56]	10943.333
11	resnext0_stage1_batchnorm2_fwd	BatchNorm	[1,256,56,56]	160.333
12	resnext0_stage1_conv3_fwd	Convolution	[1,64,56,56]	5874.667
13	resnext0_stage1_batchnorm3_fwd	BatchNorm	[1,256,56,56]	160.333
14	add_resnext0_stage1_activation0	add_relu	[1,256,56,56]	195
15	resnext0_stage1_conv4_fwd	Convolution	[1,256,56,56]	11123.333
16	resnext0_stage1_batchnorm4_fwd	BatchNorm	[1,128,56,56]	114.333
17	resnext0_stage1_relu2_fwd	Activation	[1,128,56,56]	72.333
18	resnext0_stage1_conv5_fwd	Convolution	[1,128,56,56]	10960.333
19	resnext0_stage1_batchnorm5_fwd	BatchNorm	[1,128,56,56]	114.667
20	resnext0_stage1_relu3_fwd	Activation	[1,128,56,56]	76.333
21	resnext0_stage1_conv6_fwd	Convolution	[1,128,56,56]	10835
22	resnext0_stage1_batchnorm6_fwd	BatchNorm	[1,256,56,56]	153
23	add_resnext0_stage1_activation1	add_relu	[1,256,56,56]	200.333
24	resnext0_stage1_conv7_fwd	Convolution	[1,256,56,56]	11024
25	resnext0_stage1_batchnorm7_fwd	BatchNorm	[1,128,56,56]	119
26	resnext0_stage1_relu4_fwd	Activation	[1,128,56,56]	75.333
27	resnext0_stage1_conv8_fwd	Convolution	[1,128,56,56]	10958
28	resnext0_stage1_batchnorm8_fwd	BatchNorm	[1,128,56,56]	119
29	resnext0_stage1_relu5_fwd	Activation	[1,128,56,56]	76
30	resnext0_stage1_conv9_fwd	Convolution	[1,128,56,56]	11030
31	resnext0_stage1_batchnorm9_fwd	BatchNorm	[1,256,56,56]	168.667
32	add_resnext0_stage1_activation2	add_relu	[1,256,56,56]	207
33	resnext0_stage2_conv0_fwd	Convolution	[1,256,56,56]	20302.667
34	resnext0_stage2_batchnorm0_fwd	BatchNorm	[1,256,56,56]	155.667
35	resnext0_stage2_relu0_fwd	Activation	[1,256,56,56]	146.333
36	resnext0_stage2_conv1_fwd	Convolution	[1,256,56,56]	6171
37	resnext0_stage2_batchnorm1_fwd	BatchNorm	[1,256,28,28]	106.667
38	resnext0_stage2_relu1_fwd	Activation	[1,256,28,28]	45.333
39	resnext0_stage2_conv2_fwd	Convolution	[1,256,28,28]	10578
40	resnext0_stage2_batchnorm2_fwd	BatchNorm	[1,512,28,28]	134
41	resnext0_stage2_conv3_fwd	Convolution	[1,256,56,56]	10683.333
42	resnext0_stage2_batchnorm3_fwd	BatchNorm	[1,512,28,28]	122.333
43	add_resnext0_stage2_activation0	add_relu	[1,512,28,28]	87.667
44	resnext0_stage2_conv4_fwd	Convolution	[1,512,28,28]	10399.667
45	resnext0_stage2_batchnorm4_fwd	BatchNorm	[1,256,28,28]	103
46	resnext0_stage2_relu2_fwd	Activation	[1,256,28,28]	35.333
47	resnext0_stage2_conv5_fwd	Convolution	[1,256,28,28]	5784
48	resnext0_stage2_batchnorm5_fwd	BatchNorm	[1,256,28,28]	109.667
49	resnext0_stage2_relu3_fwd	Activation	[1,256,28,28]	39
50	resnext0_stage2_conv6_fwd	Convolution	[1,256,28,28]	10492.333
51	resnext0_stage2_batchnorm6_fwd	BatchNorm	[1,512,28,28]	121
52	add_resnext0_stage2_activation1	add_relu	[1,512,28,28]	100.333
53	resnext0_stage2_conv7_fwd	Convolution	[1,512,28,28]	10681.667
54	resnext0_stage2_batchnorm7_fwd	BatchNorm	[1,256,28,28]	114
55	resnext0_stage2_relu4_fwd	Activation	[1,256,28,28]	36.667
56	resnext0_stage2_conv8_fwd	Convolution	[1,256,28,28]	5849
57	resnext0_stage2_batchnorm8_fwd	BatchNorm	[1,256,28,28]	108.333
58	resnext0_stage2_relu5_fwd	Activation	[1,256,28,28]	39
59	resnext0_stage2_conv9_fwd	Convolution	[1,256,28,28]	10626.667
60	resnext0_stage2_batchnorm9_fwd	BatchNorm	[1,512,28,28]	124.667
61	add_resnext0_stage2_activation2	add_relu	[1,512,28,28]	99.333
62	resnext0_stage2_conv10_fwd	Convolution	[1,512,28,28]	10634.333
63	resnext0_stage2_batchnorm10_fwd	BatchNorm	[1,256,28,28]	112.333
64	resnext0_stage2_relu6_fwd	Activation	[1,256,28,28]	39.333
65	resnext0_stage2_conv11_fwd	Convolution	[1,256,28,28]	5948
66	resnext0_stage2_batchnorm11_fwd	BatchNorm	[1,256,28,28]	109.333
67	resnext0_stage2_relu7_fwd	Activation	[1,256,28,28]	38
68	resnext0_stage2_conv12_fwd	Convolution	[1,256,28,28]	10774.667
69	resnext0_stage2_batchnorm12_fwd	BatchNorm	[1,512,28,28]	124.667
70	add_resnext0_stage2_activation3	add_relu	[1,512,28,28]	103
71	resnext0_stage3_conv0_fwd	Convolution	[1,512,28,28]	20506.667
72	resnext0_stage3_batchnorm0_fwd	BatchNorm	[1,512,28,28]	128.667
73	resnext0_stage3_relu0_fwd	Activation	[1,512,28,28]	73.667
74	resnext0_stage3_conv1_fwd	Convolution	[1,512,28,28]	3578
75	resnext0_stage3_batchnorm1_fwd	BatchNorm	[1,512,14,14]	69
76	resnext0_stage3_relu1_fwd	Activation	[1,512,14,14]	21.667
77	resnext0_stage3_conv2_fwd	Convolution	[1,512,14,14]	10733.667
78	resnext0_stage3_batchnorm2_fwd	BatchNorm	[1,1024,14,14]	115
79	resnext0_stage3_conv3_fwd	Convolution	[1,512,28,28]	10754.667
80	resnext0_stage3_batchnorm3_fwd	BatchNorm	[1,1024,14,14]	107
81	add_resnext0_stage3_activation0	add_relu	[1,1024,14,14]	51.333
82	resnext0_stage3_conv4_fwd	Convolution	[1,1024,14,14]	10849.667
83	resnext0_stage3_batchnorm4_fwd	BatchNorm	[1,512,14,14]	89
84	resnext0_stage3_relu2_fwd	Activation	[1,512,14,14]	20.667
85	resnext0_stage3_conv5_fwd	Convolution	[1,512,14,14]	3488
86	resnext0_stage3_batchnorm5_fwd	BatchNorm	[1,512,14,14]	99.333
87	resnext0_stage3_relu3_fwd	Activation	[1,512,14,14]	20.667
88	resnext0_stage3_conv6_fwd	Convolution	[1,512,14,14]	10685.333
89	resnext0_stage3_batchnorm6_fwd	BatchNorm	[1,1024,14,14]	112.333
90	add_resnext0_stage3_activation1	add_relu	[1,1024,14,14]	51.333
91	resnext0_stage3_conv7_fwd	Convolution	[1,1024,14,14]	10780.333
92	resnext0_stage3_batchnorm7_fwd	BatchNorm	[1,512,14,14]	98
93	resnext0_stage3_relu4_fwd	Activation	[1,512,14,14]	21.667
94	resnext0_stage3_conv8_fwd	Convolution	[1,512,14,14]	3493
95	resnext0_stage3_batchnorm8_fwd	BatchNorm	[1,512,14,14]	97.667
96	resnext0_stage3_relu5_fwd	Activation	[1,512,14,14]	21
97	resnext0_stage3_conv9_fwd	Convolution	[1,512,14,14]	10766.667
98	resnext0_stage3_batchnorm9_fwd	BatchNorm	[1,1024,14,14]	118.667
99	add_resnext0_stage3_activation2	add_relu	[1,1024,14,14]	48.333
100	resnext0_stage3_conv10_fwd	Convolution	[1,1024,14,14]	10907.667
101	resnext0_stage3_batchnorm10_fwd	BatchNorm	[1,512,14,14]	102.333
102	resnext0_stage3_relu6_fwd	Activation	[1,512,14,14]	19.667
103	resnext0_stage3_conv11_fwd	Convolution	[1,512,14,14]	3426.333
104	resnext0_stage3_batchnorm11_fwd	BatchNorm	[1,512,14,14]	84
105	resnext0_stage3_relu7_fwd	Activation	[1,512,14,14]	21
106	resnext0_stage3_conv12_fwd	Convolution	[1,512,14,14]	10548.333
107	resnext0_stage3_batchnorm12_fwd	BatchNorm	[1,1024,14,14]	110
108	add_resnext0_stage3_activation3	add_relu	[1,1024,14,14]	49
109	resnext0_stage3_conv13_fwd	Convolution	[1,1024,14,14]	10828
110	resnext0_stage3_batchnorm13_fwd	BatchNorm	[1,512,14,14]	98
111	resnext0_stage3_relu8_fwd	Activation	[1,512,14,14]	21.333
112	resnext0_stage3_conv14_fwd	Convolution	[1,512,14,14]	3473
113	resnext0_stage3_batchnorm14_fwd	BatchNorm	[1,512,14,14]	91.667
114	resnext0_stage3_relu9_fwd	Activation	[1,512,14,14]	21
115	resnext0_stage3_conv15_fwd	Convolution	[1,512,14,14]	10702
116	resnext0_stage3_batchnorm15_fwd	BatchNorm	[1,1024,14,14]	112.333
117	add_resnext0_stage3_activation4	add_relu	[1,1024,14,14]	52
118	resnext0_stage3_conv16_fwd	Convolution	[1,1024,14,14]	11281.333
119	resnext0_stage3_batchnorm16_fwd	BatchNorm	[1,512,14,14]	98.333
120	resnext0_stage3_relu10_fwd	Activation	[1,512,14,14]	21
121	resnext0_stage3_conv17_fwd	Convolution	[1,512,14,14]	3483
122	resnext0_stage3_batchnorm17_fwd	BatchNorm	[1,512,14,14]	57.333
123	resnext0_stage3_relu11_fwd	Activation	[1,512,14,14]	21.333
124	resnext0_stage3_conv18_fwd	Convolution	[1,512,14,14]	10951
125	resnext0_stage3_batchnorm18_fwd	BatchNorm	[1,1024,14,14]	124.667
126	add_resnext0_stage3_activation5	add_relu	[1,1024,14,14]	55
127	resnext0_stage4_conv0_fwd	Convolution	[1,1024,14,14]	21011
128	resnext0_stage4_batchnorm0_fwd	BatchNorm	[1,1024,14,14]	108.333
129	resnext0_stage4_relu0_fwd	Activation	[1,1024,14,14]	38.333
130	resnext0_stage4_conv1_fwd	Convolution	[1,1024,14,14]	3063.667
131	resnext0_stage4_batchnorm1_fwd	BatchNorm	[1,1024,7,7]	95
132	resnext0_stage4_relu1_fwd	Activation	[1,1024,7,7]	12
133	resnext0_stage4_conv2_fwd	Convolution	[1,1024,7,7]	13197
134	resnext0_stage4_batchnorm2_fwd	BatchNorm	[1,2048,7,7]	114.667
135	resnext0_stage4_conv3_fwd	Convolution	[1,1024,14,14]	12975.333
136	resnext0_stage4_batchnorm3_fwd	BatchNorm	[1,2048,7,7]	111.667
137	add_resnext0_stage4_activation0	add_relu	[1,2048,7,7]	28
138	resnext0_stage4_conv4_fwd	Convolution	[1,2048,7,7]	13073.667
139	resnext0_stage4_batchnorm4_fwd	BatchNorm	[1,1024,7,7]	106
140	resnext0_stage4_relu2_fwd	Activation	[1,1024,7,7]	14.333
141	resnext0_stage4_conv5_fwd	Convolution	[1,1024,7,7]	3050.667
142	resnext0_stage4_batchnorm5_fwd	BatchNorm	[1,1024,7,7]	27.667
143	resnext0_stage4_relu3_fwd	Activation	[1,1024,7,7]	12.667
144	resnext0_stage4_conv6_fwd	Convolution	[1,1024,7,7]	12946.667
145	resnext0_stage4_batchnorm6_fwd	BatchNorm	[1,2048,7,7]	107.333
146	add_resnext0_stage4_activation1	add_relu	[1,2048,7,7]	27.667
147	resnext0_stage4_conv7_fwd	Convolution	[1,2048,7,7]	13031.667
148	resnext0_stage4_batchnorm7_fwd	BatchNorm	[1,1024,7,7]	103
149	resnext0_stage4_relu4_fwd	Activation	[1,1024,7,7]	12
150	resnext0_stage4_conv8_fwd	Convolution	[1,1024,7,7]	3042
151	resnext0_stage4_batchnorm8_fwd	BatchNorm	[1,1024,7,7]	30.667
152	resnext0_stage4_relu5_fwd	Activation	[1,1024,7,7]	12.333
153	resnext0_stage4_conv9_fwd	Convolution	[1,1024,7,7]	13024.333
154	resnext0_stage4_batchnorm9_fwd	BatchNorm	[1,2048,7,7]	118
155	add_resnext0_stage4_activation2	add_relu	[1,2048,7,7]	26.667
156	resnext0_pool1_fwd	Pooling	[1,2048,7,7]	155
157	resnext0_dense0_fwd	FullyConnected	[1,2048,1,1]	2093.667

Showing 1 to 158 of 158 entries

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