TensorFlow Lite Model

filenamemediapipe\mediapipe\modules\face_landmark\face_landmark.tflite
version3
description[102, 97, 99, 101, 109, 101, 115, 104, 45, 108, 105, 116, 101, 46, 116, 102, 108, 105, 116, 101, 46, 110, 111, 95, 109, 101, 116, 97]

Subgraph 0

Inputs/Outputs

inputsoutputs
0 input_1 FLOAT32 [1, 192, 192, 3]None
[0]		 213 conv2d_21 FLOAT32 [1, 1, 1, 1404]None
210 conv2d_31 FLOAT32 [1, 1, 1, 1]None
[213, 210]

Tensors

indexnametypeshapeshape_signaturebufferquantization
0input_1 FLOAT32 [1, 192, 192, 3] None 0 None
1conv2d_1/Kernel FLOAT32 [16, 3, 3, 3] None 1 None
2conv2d_1/Bias FLOAT32 [16] None 2 None
3conv2d_1 FLOAT32 [1, 96, 96, 16] None 0 None
4p_re_lu_1/Alpha FLOAT32 [1, 1, 16] None 3 None
5p_re_lu_1 FLOAT32 [1, 96, 96, 16] None 0 None
6depthwise_conv2d_1/Kernel FLOAT32 [1, 3, 3, 16] None 4 None
7depthwise_conv2d_1/Bias FLOAT32 [16] None 5 None
8depthwise_conv2d_1 FLOAT32 [1, 96, 96, 16] None 0 None
9conv2d_2/Kernel FLOAT32 [16, 1, 1, 16] None 6 None
10conv2d_2/Bias FLOAT32 [16] None 7 None
11conv2d_2 FLOAT32 [1, 96, 96, 16] None 0 None
12add_1 FLOAT32 [1, 96, 96, 16] None 0 None
13p_re_lu_2/Alpha FLOAT32 [1, 1, 16] None 8 None
14p_re_lu_2 FLOAT32 [1, 96, 96, 16] None 0 None
15depthwise_conv2d_2/Kernel FLOAT32 [1, 3, 3, 16] None 9 None
16depthwise_conv2d_2/Bias FLOAT32 [16] None 10 None
17depthwise_conv2d_2 FLOAT32 [1, 96, 96, 16] None 0 None
18conv2d_3/Kernel FLOAT32 [16, 1, 1, 16] None 11 None
19conv2d_3/Bias FLOAT32 [16] None 12 None
20conv2d_3 FLOAT32 [1, 96, 96, 16] None 0 None
21add_2 FLOAT32 [1, 96, 96, 16] None 0 None
22p_re_lu_3/Alpha FLOAT32 [1, 1, 16] None 13 None
23p_re_lu_3 FLOAT32 [1, 96, 96, 16] None 0 None
24depthwise_conv2d_3/Kernel FLOAT32 [1, 3, 3, 16] None 14 None
25depthwise_conv2d_3/Bias FLOAT32 [16] None 15 None
26depthwise_conv2d_3 FLOAT32 [1, 48, 48, 16] None 0 None
27max_pooling2d_1 FLOAT32 [1, 48, 48, 16] None 0 None
28conv2d_4/Kernel FLOAT32 [32, 1, 1, 16] None 16 None
29conv2d_4/Bias FLOAT32 [32] None 17 None
30conv2d_4 FLOAT32 [1, 48, 48, 32] None 0 None
31channel_padding_1/Paddings INT32 [4, 2] None 18 None
32channel_padding_1 FLOAT32 [1, 48, 48, 32] None 0 None
33add_3 FLOAT32 [1, 48, 48, 32] None 0 None
34p_re_lu_4/Alpha FLOAT32 [1, 1, 32] None 19 None
35p_re_lu_4 FLOAT32 [1, 48, 48, 32] None 0 None
36depthwise_conv2d_4/Kernel FLOAT32 [1, 3, 3, 32] None 20 None
37depthwise_conv2d_4/Bias FLOAT32 [32] None 21 None
38depthwise_conv2d_4 FLOAT32 [1, 48, 48, 32] None 0 None
39conv2d_5/Kernel FLOAT32 [32, 1, 1, 32] None 22 None
40conv2d_5/Bias FLOAT32 [32] None 23 None
41conv2d_5 FLOAT32 [1, 48, 48, 32] None 0 None
42add_4 FLOAT32 [1, 48, 48, 32] None 0 None
43p_re_lu_5/Alpha FLOAT32 [1, 1, 32] None 24 None
44p_re_lu_5 FLOAT32 [1, 48, 48, 32] None 0 None
45depthwise_conv2d_5/Kernel FLOAT32 [1, 3, 3, 32] None 25 None
46depthwise_conv2d_5/Bias FLOAT32 [32] None 26 None
47depthwise_conv2d_5 FLOAT32 [1, 48, 48, 32] None 0 None
48conv2d_6/Kernel FLOAT32 [32, 1, 1, 32] None 27 None
49conv2d_6/Bias FLOAT32 [32] None 28 None
50conv2d_6 FLOAT32 [1, 48, 48, 32] None 0 None
51add_5 FLOAT32 [1, 48, 48, 32] None 0 None
52p_re_lu_6/Alpha FLOAT32 [1, 1, 32] None 29 None
53p_re_lu_6 FLOAT32 [1, 48, 48, 32] None 0 None
54depthwise_conv2d_6/Kernel FLOAT32 [1, 3, 3, 32] None 30 None
55depthwise_conv2d_6/Bias FLOAT32 [32] None 31 None
56depthwise_conv2d_6 FLOAT32 [1, 24, 24, 32] None 0 None
57max_pooling2d_2 FLOAT32 [1, 24, 24, 32] None 0 None
58conv2d_7/Kernel FLOAT32 [64, 1, 1, 32] None 32 None
59conv2d_7/Bias FLOAT32 [64] None 33 None
60conv2d_7 FLOAT32 [1, 24, 24, 64] None 0 None
61channel_padding_2/Paddings INT32 [4, 2] None 34 None
62channel_padding_2 FLOAT32 [1, 24, 24, 64] None 0 None
63add_6 FLOAT32 [1, 24, 24, 64] None 0 None
64p_re_lu_7/Alpha FLOAT32 [1, 1, 64] None 35 None
65p_re_lu_7 FLOAT32 [1, 24, 24, 64] None 0 None
66depthwise_conv2d_7/Kernel FLOAT32 [1, 3, 3, 64] None 36 None
67depthwise_conv2d_7/Bias FLOAT32 [64] None 37 None
68depthwise_conv2d_7 FLOAT32 [1, 24, 24, 64] None 0 None
69conv2d_8/Kernel FLOAT32 [64, 1, 1, 64] None 38 None
70conv2d_8/Bias FLOAT32 [64] None 39 None
71conv2d_8 FLOAT32 [1, 24, 24, 64] None 0 None
72add_7 FLOAT32 [1, 24, 24, 64] None 0 None
73p_re_lu_8/Alpha FLOAT32 [1, 1, 64] None 40 None
74p_re_lu_8 FLOAT32 [1, 24, 24, 64] None 0 None
75depthwise_conv2d_8/Kernel FLOAT32 [1, 3, 3, 64] None 41 None
76depthwise_conv2d_8/Bias FLOAT32 [64] None 42 None
77depthwise_conv2d_8 FLOAT32 [1, 24, 24, 64] None 0 None
78conv2d_9/Kernel FLOAT32 [64, 1, 1, 64] None 43 None
79conv2d_9/Bias FLOAT32 [64] None 44 None
80conv2d_9 FLOAT32 [1, 24, 24, 64] None 0 None
81add_8 FLOAT32 [1, 24, 24, 64] None 0 None
82p_re_lu_9/Alpha FLOAT32 [1, 1, 64] None 45 None
83p_re_lu_9 FLOAT32 [1, 24, 24, 64] None 0 None
84depthwise_conv2d_9/Kernel FLOAT32 [1, 3, 3, 64] None 46 None
85depthwise_conv2d_9/Bias FLOAT32 [64] None 47 None
86depthwise_conv2d_9 FLOAT32 [1, 12, 12, 64] None 0 None
87max_pooling2d_3 FLOAT32 [1, 12, 12, 64] None 0 None
88conv2d_10/Kernel FLOAT32 [128, 1, 1, 64] None 48 None
89conv2d_10/Bias FLOAT32 [128] None 49 None
90conv2d_10 FLOAT32 [1, 12, 12, 128] None 0 None
91channel_padding_3/Paddings INT32 [4, 2] None 50 None
92channel_padding_3 FLOAT32 [1, 12, 12, 128] None 0 None
93add_9 FLOAT32 [1, 12, 12, 128] None 0 None
94p_re_lu_10/Alpha FLOAT32 [1, 1, 128] None 51 None
95p_re_lu_10 FLOAT32 [1, 12, 12, 128] None 0 None
96depthwise_conv2d_10/Kernel FLOAT32 [1, 3, 3, 128] None 52 None
97depthwise_conv2d_10/Bias FLOAT32 [128] None 53 None
98depthwise_conv2d_10 FLOAT32 [1, 12, 12, 128] None 0 None
99conv2d_11/Kernel FLOAT32 [128, 1, 1, 128] None 54 None
100conv2d_11/Bias FLOAT32 [128] None 55 None
101conv2d_11 FLOAT32 [1, 12, 12, 128] None 0 None
102add_10 FLOAT32 [1, 12, 12, 128] None 0 None
103p_re_lu_11/Alpha FLOAT32 [1, 1, 128] None 56 None
104p_re_lu_11 FLOAT32 [1, 12, 12, 128] None 0 None
105depthwise_conv2d_11/Kernel FLOAT32 [1, 3, 3, 128] None 57 None
106depthwise_conv2d_11/Bias FLOAT32 [128] None 58 None
107depthwise_conv2d_11 FLOAT32 [1, 12, 12, 128] None 0 None
108conv2d_12/Kernel FLOAT32 [128, 1, 1, 128] None 59 None
109conv2d_12/Bias FLOAT32 [128] None 60 None
110conv2d_12 FLOAT32 [1, 12, 12, 128] None 0 None
111add_11 FLOAT32 [1, 12, 12, 128] None 0 None
112p_re_lu_12/Alpha FLOAT32 [1, 1, 128] None 61 None
113p_re_lu_12 FLOAT32 [1, 12, 12, 128] None 0 None
114depthwise_conv2d_12/Kernel FLOAT32 [1, 3, 3, 128] None 62 None
115depthwise_conv2d_12/Bias FLOAT32 [128] None 63 None
116depthwise_conv2d_12 FLOAT32 [1, 6, 6, 128] None 0 None
117conv2d_13/Kernel FLOAT32 [128, 1, 1, 128] None 64 None
118conv2d_13/Bias FLOAT32 [128] None 65 None
119conv2d_13 FLOAT32 [1, 6, 6, 128] None 0 None
120max_pooling2d_4 FLOAT32 [1, 6, 6, 128] None 0 None
121add_12 FLOAT32 [1, 6, 6, 128] None 0 None
122p_re_lu_13/Alpha FLOAT32 [1, 1, 128] None 66 None
123p_re_lu_13 FLOAT32 [1, 6, 6, 128] None 0 None
124depthwise_conv2d_13/Kernel FLOAT32 [1, 3, 3, 128] None 67 None
125depthwise_conv2d_13/Bias FLOAT32 [128] None 68 None
126depthwise_conv2d_13 FLOAT32 [1, 6, 6, 128] None 0 None
127conv2d_14/Kernel FLOAT32 [128, 1, 1, 128] None 69 None
128conv2d_14/Bias FLOAT32 [128] None 70 None
129conv2d_14 FLOAT32 [1, 6, 6, 128] None 0 None
130add_13 FLOAT32 [1, 6, 6, 128] None 0 None
131p_re_lu_14/Alpha FLOAT32 [1, 1, 128] None 71 None
132p_re_lu_14 FLOAT32 [1, 6, 6, 128] None 0 None
133depthwise_conv2d_14/Kernel FLOAT32 [1, 3, 3, 128] None 72 None
134depthwise_conv2d_14/Bias FLOAT32 [128] None 73 None
135depthwise_conv2d_14 FLOAT32 [1, 6, 6, 128] None 0 None
136conv2d_15/Kernel FLOAT32 [128, 1, 1, 128] None 74 None
137conv2d_15/Bias FLOAT32 [128] None 75 None
138conv2d_15 FLOAT32 [1, 6, 6, 128] None 0 None
139add_14 FLOAT32 [1, 6, 6, 128] None 0 None
140p_re_lu_15/Alpha FLOAT32 [1, 1, 128] None 76 None
141p_re_lu_15 FLOAT32 [1, 6, 6, 128] None 0 None
142depthwise_conv2d_15/Kernel FLOAT32 [1, 3, 3, 128] None 77 None
143depthwise_conv2d_15/Bias FLOAT32 [128] None 78 None
144depthwise_conv2d_15 FLOAT32 [1, 3, 3, 128] None 0 None
145conv2d_16/Kernel FLOAT32 [128, 1, 1, 128] None 79 None
146conv2d_16/Bias FLOAT32 [128] None 80 None
147conv2d_16 FLOAT32 [1, 3, 3, 128] None 0 None
148max_pooling2d_5 FLOAT32 [1, 3, 3, 128] None 0 None
149add_15 FLOAT32 [1, 3, 3, 128] None 0 None
150p_re_lu_16/Alpha FLOAT32 [1, 1, 128] None 81 None
151p_re_lu_16 FLOAT32 [1, 3, 3, 128] None 0 None
152depthwise_conv2d_16/Kernel FLOAT32 [1, 3, 3, 128] None 82 None
153depthwise_conv2d_16/Bias FLOAT32 [128] None 83 None
154depthwise_conv2d_16 FLOAT32 [1, 3, 3, 128] None 0 None
155conv2d_17/Kernel FLOAT32 [128, 1, 1, 128] None 84 None
156conv2d_17/Bias FLOAT32 [128] None 85 None
157conv2d_17 FLOAT32 [1, 3, 3, 128] None 0 None
158add_16 FLOAT32 [1, 3, 3, 128] None 0 None
159p_re_lu_17/Alpha FLOAT32 [1, 1, 128] None 86 None
160p_re_lu_17 FLOAT32 [1, 3, 3, 128] None 0 None
161depthwise_conv2d_23/Kernel FLOAT32 [1, 3, 3, 128] None 87 None
162depthwise_conv2d_23/Bias FLOAT32 [128] None 88 None
163depthwise_conv2d_23 FLOAT32 [1, 3, 3, 128] None 0 None
164depthwise_conv2d_17/Kernel FLOAT32 [1, 3, 3, 128] None 89 None
165depthwise_conv2d_17/Bias FLOAT32 [128] None 90 None
166depthwise_conv2d_17 FLOAT32 [1, 3, 3, 128] None 0 None
167conv2d_28/Kernel FLOAT32 [128, 1, 1, 128] None 91 None
168conv2d_28/Bias FLOAT32 [128] None 92 None
169conv2d_28 FLOAT32 [1, 3, 3, 128] None 0 None
170conv2d_18/Kernel FLOAT32 [128, 1, 1, 128] None 93 None
171conv2d_18/Bias FLOAT32 [128] None 94 None
172conv2d_18 FLOAT32 [1, 3, 3, 128] None 0 None
173max_pooling2d_7 FLOAT32 [1, 3, 3, 128] None 0 None
174add_23 FLOAT32 [1, 3, 3, 128] None 0 None
175add_17 FLOAT32 [1, 3, 3, 128] None 0 None
176p_re_lu_26/Alpha FLOAT32 [1, 1, 128] None 95 None
177p_re_lu_26 FLOAT32 [1, 3, 3, 128] None 0 None
178p_re_lu_18/Alpha FLOAT32 [1, 1, 128] None 96 None
179p_re_lu_18 FLOAT32 [1, 3, 3, 128] None 0 None
180conv2d_29/Kernel FLOAT32 [32, 1, 1, 128] None 97 None
181conv2d_29/Bias FLOAT32 [32] None 98 None
182conv2d_29 FLOAT32 [1, 3, 3, 32] None 0 None
183conv2d_19/Kernel FLOAT32 [32, 1, 1, 128] None 99 None
184conv2d_19/Bias FLOAT32 [32] None 100 None
185conv2d_19 FLOAT32 [1, 3, 3, 32] None 0 None
186p_re_lu_27/Alpha FLOAT32 [1, 1, 32] None 101 None
187p_re_lu_27 FLOAT32 [1, 3, 3, 32] None 0 None
188p_re_lu_19/Alpha FLOAT32 [1, 1, 32] None 102 None
189p_re_lu_19 FLOAT32 [1, 3, 3, 32] None 0 None
190depthwise_conv2d_24/Kernel FLOAT32 [1, 3, 3, 32] None 103 None
191depthwise_conv2d_24/Bias FLOAT32 [32] None 104 None
192depthwise_conv2d_24 FLOAT32 [1, 3, 3, 32] None 0 None
193depthwise_conv2d_18/Kernel FLOAT32 [1, 3, 3, 32] None 105 None
194depthwise_conv2d_18/Bias FLOAT32 [32] None 106 None
195depthwise_conv2d_18 FLOAT32 [1, 3, 3, 32] None 0 None
196conv2d_30/Kernel FLOAT32 [32, 1, 1, 32] None 107 None
197conv2d_30/Bias FLOAT32 [32] None 108 None
198conv2d_30 FLOAT32 [1, 3, 3, 32] None 0 None
199conv2d_20/Kernel FLOAT32 [32, 1, 1, 32] None 109 None
200conv2d_20/Bias FLOAT32 [32] None 110 None
201conv2d_20 FLOAT32 [1, 3, 3, 32] None 0 None
202add_24 FLOAT32 [1, 3, 3, 32] None 0 None
203add_18 FLOAT32 [1, 3, 3, 32] None 0 None
204p_re_lu_28/Alpha FLOAT32 [1, 1, 32] None 111 None
205p_re_lu_28 FLOAT32 [1, 3, 3, 32] None 0 None
206p_re_lu_20/Alpha FLOAT32 [1, 1, 32] None 112 None
207p_re_lu_20 FLOAT32 [1, 3, 3, 32] None 0 None
208conv2d_31/Kernel FLOAT32 [1, 3, 3, 32] None 113 None
209conv2d_31/Bias FLOAT32 [1] None 114 None
210conv2d_31 FLOAT32 [1, 1, 1, 1] None 0 None
211conv2d_21/Kernel FLOAT32 [1404, 3, 3, 32] None 115 None
212conv2d_21/Bias FLOAT32 [1404] None 116 None
213conv2d_21 FLOAT32 [1, 1, 1, 1404] None 0 None

Ops

indexinputsoutputsbuiltin_optionsopcode_index
00 input_1 FLOAT32 [1, 192, 192, 3]None
1 conv2d_1/Kernel FLOAT32 [16, 3, 3, 3]None
2 conv2d_1/Bias FLOAT32 [16]None
[0, 1, 2]		 3 conv2d_1 FLOAT32 [1, 96, 96, 16]None
[3]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 2, 'stride_w': 2} CONV_2D (0)
13 conv2d_1 FLOAT32 [1, 96, 96, 16]None
4 p_re_lu_1/Alpha FLOAT32 [1, 1, 16]None
[3, 4]		 5 p_re_lu_1 FLOAT32 [1, 96, 96, 16]None
[5]		 None PRELU (1)
25 p_re_lu_1 FLOAT32 [1, 96, 96, 16]None
6 depthwise_conv2d_1/Kernel FLOAT32 [1, 3, 3, 16]None
7 depthwise_conv2d_1/Bias FLOAT32 [16]None
[5, 6, 7]		 8 depthwise_conv2d_1 FLOAT32 [1, 96, 96, 16]None
[8]		 {'depth_multiplier': 1, 'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 1, 'stride_w': 1} DEPTHWISE_CONV_2D (2)
38 depthwise_conv2d_1 FLOAT32 [1, 96, 96, 16]None
9 conv2d_2/Kernel FLOAT32 [16, 1, 1, 16]None
10 conv2d_2/Bias FLOAT32 [16]None
[8, 9, 10]		 11 conv2d_2 FLOAT32 [1, 96, 96, 16]None
[11]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
45 p_re_lu_1 FLOAT32 [1, 96, 96, 16]None
11 conv2d_2 FLOAT32 [1, 96, 96, 16]None
[5, 11]		 12 add_1 FLOAT32 [1, 96, 96, 16]None
[12]		 {'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
512 add_1 FLOAT32 [1, 96, 96, 16]None
13 p_re_lu_2/Alpha FLOAT32 [1, 1, 16]None
[12, 13]		 14 p_re_lu_2 FLOAT32 [1, 96, 96, 16]None
[14]		 None PRELU (1)
614 p_re_lu_2 FLOAT32 [1, 96, 96, 16]None
15 depthwise_conv2d_2/Kernel FLOAT32 [1, 3, 3, 16]None
16 depthwise_conv2d_2/Bias FLOAT32 [16]None
[14, 15, 16]		 17 depthwise_conv2d_2 FLOAT32 [1, 96, 96, 16]None
[17]		 {'depth_multiplier': 1, 'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 1, 'stride_w': 1} DEPTHWISE_CONV_2D (2)
717 depthwise_conv2d_2 FLOAT32 [1, 96, 96, 16]None
18 conv2d_3/Kernel FLOAT32 [16, 1, 1, 16]None
19 conv2d_3/Bias FLOAT32 [16]None
[17, 18, 19]		 20 conv2d_3 FLOAT32 [1, 96, 96, 16]None
[20]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
814 p_re_lu_2 FLOAT32 [1, 96, 96, 16]None
20 conv2d_3 FLOAT32 [1, 96, 96, 16]None
[14, 20]		 21 add_2 FLOAT32 [1, 96, 96, 16]None
[21]		 {'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
921 add_2 FLOAT32 [1, 96, 96, 16]None
22 p_re_lu_3/Alpha FLOAT32 [1, 1, 16]None
[21, 22]		 23 p_re_lu_3 FLOAT32 [1, 96, 96, 16]None
[23]		 None PRELU (1)
1023 p_re_lu_3 FLOAT32 [1, 96, 96, 16]None
24 depthwise_conv2d_3/Kernel FLOAT32 [1, 3, 3, 16]None
25 depthwise_conv2d_3/Bias FLOAT32 [16]None
[23, 24, 25]		 26 depthwise_conv2d_3 FLOAT32 [1, 48, 48, 16]None
[26]		 {'depth_multiplier': 1, 'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 2, 'stride_w': 2} DEPTHWISE_CONV_2D (2)
1123 p_re_lu_3 FLOAT32 [1, 96, 96, 16]None
[23]		 27 max_pooling2d_1 FLOAT32 [1, 48, 48, 16]None
[27]		 {'filter_height': 2, 'filter_width': 2, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 2, 'stride_w': 2} MAX_POOL_2D (4)
1226 depthwise_conv2d_3 FLOAT32 [1, 48, 48, 16]None
28 conv2d_4/Kernel FLOAT32 [32, 1, 1, 16]None
29 conv2d_4/Bias FLOAT32 [32]None
[26, 28, 29]		 30 conv2d_4 FLOAT32 [1, 48, 48, 32]None
[30]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
1327 max_pooling2d_1 FLOAT32 [1, 48, 48, 16]None
31 channel_padding_1/Paddings INT32 [4, 2]None
[27, 31]		 32 channel_padding_1 FLOAT32 [1, 48, 48, 32]None
[32]		 None PAD (5)
1432 channel_padding_1 FLOAT32 [1, 48, 48, 32]None
30 conv2d_4 FLOAT32 [1, 48, 48, 32]None
[32, 30]		 33 add_3 FLOAT32 [1, 48, 48, 32]None
[33]		 {'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
1533 add_3 FLOAT32 [1, 48, 48, 32]None
34 p_re_lu_4/Alpha FLOAT32 [1, 1, 32]None
[33, 34]		 35 p_re_lu_4 FLOAT32 [1, 48, 48, 32]None
[35]		 None PRELU (1)
1635 p_re_lu_4 FLOAT32 [1, 48, 48, 32]None
36 depthwise_conv2d_4/Kernel FLOAT32 [1, 3, 3, 32]None
37 depthwise_conv2d_4/Bias FLOAT32 [32]None
[35, 36, 37]		 38 depthwise_conv2d_4 FLOAT32 [1, 48, 48, 32]None
[38]		 {'depth_multiplier': 1, 'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 1, 'stride_w': 1} DEPTHWISE_CONV_2D (2)
1738 depthwise_conv2d_4 FLOAT32 [1, 48, 48, 32]None
39 conv2d_5/Kernel FLOAT32 [32, 1, 1, 32]None
40 conv2d_5/Bias FLOAT32 [32]None
[38, 39, 40]		 41 conv2d_5 FLOAT32 [1, 48, 48, 32]None
[41]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
1835 p_re_lu_4 FLOAT32 [1, 48, 48, 32]None
41 conv2d_5 FLOAT32 [1, 48, 48, 32]None
[35, 41]		 42 add_4 FLOAT32 [1, 48, 48, 32]None
[42]		 {'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
1942 add_4 FLOAT32 [1, 48, 48, 32]None
43 p_re_lu_5/Alpha FLOAT32 [1, 1, 32]None
[42, 43]		 44 p_re_lu_5 FLOAT32 [1, 48, 48, 32]None
[44]		 None PRELU (1)
2044 p_re_lu_5 FLOAT32 [1, 48, 48, 32]None
45 depthwise_conv2d_5/Kernel FLOAT32 [1, 3, 3, 32]None
46 depthwise_conv2d_5/Bias FLOAT32 [32]None
[44, 45, 46]		 47 depthwise_conv2d_5 FLOAT32 [1, 48, 48, 32]None
[47]		 {'depth_multiplier': 1, 'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 1, 'stride_w': 1} DEPTHWISE_CONV_2D (2)
2147 depthwise_conv2d_5 FLOAT32 [1, 48, 48, 32]None
48 conv2d_6/Kernel FLOAT32 [32, 1, 1, 32]None
49 conv2d_6/Bias FLOAT32 [32]None
[47, 48, 49]		 50 conv2d_6 FLOAT32 [1, 48, 48, 32]None
[50]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
2244 p_re_lu_5 FLOAT32 [1, 48, 48, 32]None
50 conv2d_6 FLOAT32 [1, 48, 48, 32]None
[44, 50]		 51 add_5 FLOAT32 [1, 48, 48, 32]None
[51]		 {'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
2351 add_5 FLOAT32 [1, 48, 48, 32]None
52 p_re_lu_6/Alpha FLOAT32 [1, 1, 32]None
[51, 52]		 53 p_re_lu_6 FLOAT32 [1, 48, 48, 32]None
[53]		 None PRELU (1)
2453 p_re_lu_6 FLOAT32 [1, 48, 48, 32]None
54 depthwise_conv2d_6/Kernel FLOAT32 [1, 3, 3, 32]None
55 depthwise_conv2d_6/Bias FLOAT32 [32]None
[53, 54, 55]		 56 depthwise_conv2d_6 FLOAT32 [1, 24, 24, 32]None
[56]		 {'depth_multiplier': 1, 'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 2, 'stride_w': 2} DEPTHWISE_CONV_2D (2)
2553 p_re_lu_6 FLOAT32 [1, 48, 48, 32]None
[53]		 57 max_pooling2d_2 FLOAT32 [1, 24, 24, 32]None
[57]		 {'filter_height': 2, 'filter_width': 2, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 2, 'stride_w': 2} MAX_POOL_2D (4)
2656 depthwise_conv2d_6 FLOAT32 [1, 24, 24, 32]None
58 conv2d_7/Kernel FLOAT32 [64, 1, 1, 32]None
59 conv2d_7/Bias FLOAT32 [64]None
[56, 58, 59]		 60 conv2d_7 FLOAT32 [1, 24, 24, 64]None
[60]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
2757 max_pooling2d_2 FLOAT32 [1, 24, 24, 32]None
61 channel_padding_2/Paddings INT32 [4, 2]None
[57, 61]		 62 channel_padding_2 FLOAT32 [1, 24, 24, 64]None
[62]		 None PAD (5)
2862 channel_padding_2 FLOAT32 [1, 24, 24, 64]None
60 conv2d_7 FLOAT32 [1, 24, 24, 64]None
[62, 60]		 63 add_6 FLOAT32 [1, 24, 24, 64]None
[63]		 {'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
2963 add_6 FLOAT32 [1, 24, 24, 64]None
64 p_re_lu_7/Alpha FLOAT32 [1, 1, 64]None
[63, 64]		 65 p_re_lu_7 FLOAT32 [1, 24, 24, 64]None
[65]		 None PRELU (1)
3065 p_re_lu_7 FLOAT32 [1, 24, 24, 64]None
66 depthwise_conv2d_7/Kernel FLOAT32 [1, 3, 3, 64]None
67 depthwise_conv2d_7/Bias FLOAT32 [64]None
[65, 66, 67]		 68 depthwise_conv2d_7 FLOAT32 [1, 24, 24, 64]None
[68]		 {'depth_multiplier': 1, 'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 1, 'stride_w': 1} DEPTHWISE_CONV_2D (2)
3168 depthwise_conv2d_7 FLOAT32 [1, 24, 24, 64]None
69 conv2d_8/Kernel FLOAT32 [64, 1, 1, 64]None
70 conv2d_8/Bias FLOAT32 [64]None
[68, 69, 70]		 71 conv2d_8 FLOAT32 [1, 24, 24, 64]None
[71]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
3265 p_re_lu_7 FLOAT32 [1, 24, 24, 64]None
71 conv2d_8 FLOAT32 [1, 24, 24, 64]None
[65, 71]		 72 add_7 FLOAT32 [1, 24, 24, 64]None
[72]		 {'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
3372 add_7 FLOAT32 [1, 24, 24, 64]None
73 p_re_lu_8/Alpha FLOAT32 [1, 1, 64]None
[72, 73]		 74 p_re_lu_8 FLOAT32 [1, 24, 24, 64]None
[74]		 None PRELU (1)
3474 p_re_lu_8 FLOAT32 [1, 24, 24, 64]None
75 depthwise_conv2d_8/Kernel FLOAT32 [1, 3, 3, 64]None
76 depthwise_conv2d_8/Bias FLOAT32 [64]None
[74, 75, 76]		 77 depthwise_conv2d_8 FLOAT32 [1, 24, 24, 64]None
[77]		 {'depth_multiplier': 1, 'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 1, 'stride_w': 1} DEPTHWISE_CONV_2D (2)
3577 depthwise_conv2d_8 FLOAT32 [1, 24, 24, 64]None
78 conv2d_9/Kernel FLOAT32 [64, 1, 1, 64]None
79 conv2d_9/Bias FLOAT32 [64]None
[77, 78, 79]		 80 conv2d_9 FLOAT32 [1, 24, 24, 64]None
[80]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
3674 p_re_lu_8 FLOAT32 [1, 24, 24, 64]None
80 conv2d_9 FLOAT32 [1, 24, 24, 64]None
[74, 80]		 81 add_8 FLOAT32 [1, 24, 24, 64]None
[81]		 {'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
3781 add_8 FLOAT32 [1, 24, 24, 64]None
82 p_re_lu_9/Alpha FLOAT32 [1, 1, 64]None
[81, 82]		 83 p_re_lu_9 FLOAT32 [1, 24, 24, 64]None
[83]		 None PRELU (1)
3883 p_re_lu_9 FLOAT32 [1, 24, 24, 64]None
84 depthwise_conv2d_9/Kernel FLOAT32 [1, 3, 3, 64]None
85 depthwise_conv2d_9/Bias FLOAT32 [64]None
[83, 84, 85]		 86 depthwise_conv2d_9 FLOAT32 [1, 12, 12, 64]None
[86]		 {'depth_multiplier': 1, 'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 2, 'stride_w': 2} DEPTHWISE_CONV_2D (2)
3983 p_re_lu_9 FLOAT32 [1, 24, 24, 64]None
[83]		 87 max_pooling2d_3 FLOAT32 [1, 12, 12, 64]None
[87]		 {'filter_height': 2, 'filter_width': 2, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 2, 'stride_w': 2} MAX_POOL_2D (4)
4086 depthwise_conv2d_9 FLOAT32 [1, 12, 12, 64]None
88 conv2d_10/Kernel FLOAT32 [128, 1, 1, 64]None
89 conv2d_10/Bias FLOAT32 [128]None
[86, 88, 89]		 90 conv2d_10 FLOAT32 [1, 12, 12, 128]None
[90]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
4187 max_pooling2d_3 FLOAT32 [1, 12, 12, 64]None
91 channel_padding_3/Paddings INT32 [4, 2]None
[87, 91]		 92 channel_padding_3 FLOAT32 [1, 12, 12, 128]None
[92]		 None PAD (5)
4292 channel_padding_3 FLOAT32 [1, 12, 12, 128]None
90 conv2d_10 FLOAT32 [1, 12, 12, 128]None
[92, 90]		 93 add_9 FLOAT32 [1, 12, 12, 128]None
[93]		 {'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
4393 add_9 FLOAT32 [1, 12, 12, 128]None
94 p_re_lu_10/Alpha FLOAT32 [1, 1, 128]None
[93, 94]		 95 p_re_lu_10 FLOAT32 [1, 12, 12, 128]None
[95]		 None PRELU (1)
4495 p_re_lu_10 FLOAT32 [1, 12, 12, 128]None
96 depthwise_conv2d_10/Kernel FLOAT32 [1, 3, 3, 128]None
97 depthwise_conv2d_10/Bias FLOAT32 [128]None
[95, 96, 97]		 98 depthwise_conv2d_10 FLOAT32 [1, 12, 12, 128]None
[98]		 {'depth_multiplier': 1, 'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 1, 'stride_w': 1} DEPTHWISE_CONV_2D (2)
4598 depthwise_conv2d_10 FLOAT32 [1, 12, 12, 128]None
99 conv2d_11/Kernel FLOAT32 [128, 1, 1, 128]None
100 conv2d_11/Bias FLOAT32 [128]None
[98, 99, 100]		 101 conv2d_11 FLOAT32 [1, 12, 12, 128]None
[101]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
4695 p_re_lu_10 FLOAT32 [1, 12, 12, 128]None
101 conv2d_11 FLOAT32 [1, 12, 12, 128]None
[95, 101]		 102 add_10 FLOAT32 [1, 12, 12, 128]None
[102]		 {'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
47102 add_10 FLOAT32 [1, 12, 12, 128]None
103 p_re_lu_11/Alpha FLOAT32 [1, 1, 128]None
[102, 103]		 104 p_re_lu_11 FLOAT32 [1, 12, 12, 128]None
[104]		 None PRELU (1)
48104 p_re_lu_11 FLOAT32 [1, 12, 12, 128]None
105 depthwise_conv2d_11/Kernel FLOAT32 [1, 3, 3, 128]None
106 depthwise_conv2d_11/Bias FLOAT32 [128]None
[104, 105, 106]		 107 depthwise_conv2d_11 FLOAT32 [1, 12, 12, 128]None
[107]		 {'depth_multiplier': 1, 'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 1, 'stride_w': 1} DEPTHWISE_CONV_2D (2)
49107 depthwise_conv2d_11 FLOAT32 [1, 12, 12, 128]None
108 conv2d_12/Kernel FLOAT32 [128, 1, 1, 128]None
109 conv2d_12/Bias FLOAT32 [128]None
[107, 108, 109]		 110 conv2d_12 FLOAT32 [1, 12, 12, 128]None
[110]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
50104 p_re_lu_11 FLOAT32 [1, 12, 12, 128]None
110 conv2d_12 FLOAT32 [1, 12, 12, 128]None
[104, 110]		 111 add_11 FLOAT32 [1, 12, 12, 128]None
[111]		 {'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
51111 add_11 FLOAT32 [1, 12, 12, 128]None
112 p_re_lu_12/Alpha FLOAT32 [1, 1, 128]None
[111, 112]		 113 p_re_lu_12 FLOAT32 [1, 12, 12, 128]None
[113]		 None PRELU (1)
52113 p_re_lu_12 FLOAT32 [1, 12, 12, 128]None
114 depthwise_conv2d_12/Kernel FLOAT32 [1, 3, 3, 128]None
115 depthwise_conv2d_12/Bias FLOAT32 [128]None
[113, 114, 115]		 116 depthwise_conv2d_12 FLOAT32 [1, 6, 6, 128]None
[116]		 {'depth_multiplier': 1, 'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 2, 'stride_w': 2} DEPTHWISE_CONV_2D (2)
53116 depthwise_conv2d_12 FLOAT32 [1, 6, 6, 128]None
117 conv2d_13/Kernel FLOAT32 [128, 1, 1, 128]None
118 conv2d_13/Bias FLOAT32 [128]None
[116, 117, 118]		 119 conv2d_13 FLOAT32 [1, 6, 6, 128]None
[119]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
54113 p_re_lu_12 FLOAT32 [1, 12, 12, 128]None
[113]		 120 max_pooling2d_4 FLOAT32 [1, 6, 6, 128]None
[120]		 {'filter_height': 2, 'filter_width': 2, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 2, 'stride_w': 2} MAX_POOL_2D (4)
55120 max_pooling2d_4 FLOAT32 [1, 6, 6, 128]None
119 conv2d_13 FLOAT32 [1, 6, 6, 128]None
[120, 119]		 121 add_12 FLOAT32 [1, 6, 6, 128]None
[121]		 {'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
56121 add_12 FLOAT32 [1, 6, 6, 128]None
122 p_re_lu_13/Alpha FLOAT32 [1, 1, 128]None
[121, 122]		 123 p_re_lu_13 FLOAT32 [1, 6, 6, 128]None
[123]		 None PRELU (1)
57123 p_re_lu_13 FLOAT32 [1, 6, 6, 128]None
124 depthwise_conv2d_13/Kernel FLOAT32 [1, 3, 3, 128]None
125 depthwise_conv2d_13/Bias FLOAT32 [128]None
[123, 124, 125]		 126 depthwise_conv2d_13 FLOAT32 [1, 6, 6, 128]None
[126]		 {'depth_multiplier': 1, 'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 1, 'stride_w': 1} DEPTHWISE_CONV_2D (2)
58126 depthwise_conv2d_13 FLOAT32 [1, 6, 6, 128]None
127 conv2d_14/Kernel FLOAT32 [128, 1, 1, 128]None
128 conv2d_14/Bias FLOAT32 [128]None
[126, 127, 128]		 129 conv2d_14 FLOAT32 [1, 6, 6, 128]None
[129]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
59123 p_re_lu_13 FLOAT32 [1, 6, 6, 128]None
129 conv2d_14 FLOAT32 [1, 6, 6, 128]None
[123, 129]		 130 add_13 FLOAT32 [1, 6, 6, 128]None
[130]		 {'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
60130 add_13 FLOAT32 [1, 6, 6, 128]None
131 p_re_lu_14/Alpha FLOAT32 [1, 1, 128]None
[130, 131]		 132 p_re_lu_14 FLOAT32 [1, 6, 6, 128]None
[132]		 None PRELU (1)
61132 p_re_lu_14 FLOAT32 [1, 6, 6, 128]None
133 depthwise_conv2d_14/Kernel FLOAT32 [1, 3, 3, 128]None
134 depthwise_conv2d_14/Bias FLOAT32 [128]None
[132, 133, 134]		 135 depthwise_conv2d_14 FLOAT32 [1, 6, 6, 128]None
[135]		 {'depth_multiplier': 1, 'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 1, 'stride_w': 1} DEPTHWISE_CONV_2D (2)
62135 depthwise_conv2d_14 FLOAT32 [1, 6, 6, 128]None
136 conv2d_15/Kernel FLOAT32 [128, 1, 1, 128]None
137 conv2d_15/Bias FLOAT32 [128]None
[135, 136, 137]		 138 conv2d_15 FLOAT32 [1, 6, 6, 128]None
[138]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
63132 p_re_lu_14 FLOAT32 [1, 6, 6, 128]None
138 conv2d_15 FLOAT32 [1, 6, 6, 128]None
[132, 138]		 139 add_14 FLOAT32 [1, 6, 6, 128]None
[139]		 {'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
64139 add_14 FLOAT32 [1, 6, 6, 128]None
140 p_re_lu_15/Alpha FLOAT32 [1, 1, 128]None
[139, 140]		 141 p_re_lu_15 FLOAT32 [1, 6, 6, 128]None
[141]		 None PRELU (1)
65141 p_re_lu_15 FLOAT32 [1, 6, 6, 128]None
142 depthwise_conv2d_15/Kernel FLOAT32 [1, 3, 3, 128]None
143 depthwise_conv2d_15/Bias FLOAT32 [128]None
[141, 142, 143]		 144 depthwise_conv2d_15 FLOAT32 [1, 3, 3, 128]None
[144]		 {'depth_multiplier': 1, 'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 2, 'stride_w': 2} DEPTHWISE_CONV_2D (2)
66144 depthwise_conv2d_15 FLOAT32 [1, 3, 3, 128]None
145 conv2d_16/Kernel FLOAT32 [128, 1, 1, 128]None
146 conv2d_16/Bias FLOAT32 [128]None
[144, 145, 146]		 147 conv2d_16 FLOAT32 [1, 3, 3, 128]None
[147]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
67141 p_re_lu_15 FLOAT32 [1, 6, 6, 128]None
[141]		 148 max_pooling2d_5 FLOAT32 [1, 3, 3, 128]None
[148]		 {'filter_height': 2, 'filter_width': 2, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 2, 'stride_w': 2} MAX_POOL_2D (4)
68148 max_pooling2d_5 FLOAT32 [1, 3, 3, 128]None
147 conv2d_16 FLOAT32 [1, 3, 3, 128]None
[148, 147]		 149 add_15 FLOAT32 [1, 3, 3, 128]None
[149]		 {'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
69149 add_15 FLOAT32 [1, 3, 3, 128]None
150 p_re_lu_16/Alpha FLOAT32 [1, 1, 128]None
[149, 150]		 151 p_re_lu_16 FLOAT32 [1, 3, 3, 128]None
[151]		 None PRELU (1)
70151 p_re_lu_16 FLOAT32 [1, 3, 3, 128]None
152 depthwise_conv2d_16/Kernel FLOAT32 [1, 3, 3, 128]None
153 depthwise_conv2d_16/Bias FLOAT32 [128]None
[151, 152, 153]		 154 depthwise_conv2d_16 FLOAT32 [1, 3, 3, 128]None
[154]		 {'depth_multiplier': 1, 'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 1, 'stride_w': 1} DEPTHWISE_CONV_2D (2)
71154 depthwise_conv2d_16 FLOAT32 [1, 3, 3, 128]None
155 conv2d_17/Kernel FLOAT32 [128, 1, 1, 128]None
156 conv2d_17/Bias FLOAT32 [128]None
[154, 155, 156]		 157 conv2d_17 FLOAT32 [1, 3, 3, 128]None
[157]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
72151 p_re_lu_16 FLOAT32 [1, 3, 3, 128]None
157 conv2d_17 FLOAT32 [1, 3, 3, 128]None
[151, 157]		 158 add_16 FLOAT32 [1, 3, 3, 128]None
[158]		 {'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
73158 add_16 FLOAT32 [1, 3, 3, 128]None
159 p_re_lu_17/Alpha FLOAT32 [1, 1, 128]None
[158, 159]		 160 p_re_lu_17 FLOAT32 [1, 3, 3, 128]None
[160]		 None PRELU (1)
74141 p_re_lu_15 FLOAT32 [1, 6, 6, 128]None
161 depthwise_conv2d_23/Kernel FLOAT32 [1, 3, 3, 128]None
162 depthwise_conv2d_23/Bias FLOAT32 [128]None
[141, 161, 162]		 163 depthwise_conv2d_23 FLOAT32 [1, 3, 3, 128]None
[163]		 {'depth_multiplier': 1, 'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 2, 'stride_w': 2} DEPTHWISE_CONV_2D (2)
75160 p_re_lu_17 FLOAT32 [1, 3, 3, 128]None
164 depthwise_conv2d_17/Kernel FLOAT32 [1, 3, 3, 128]None
165 depthwise_conv2d_17/Bias FLOAT32 [128]None
[160, 164, 165]		 166 depthwise_conv2d_17 FLOAT32 [1, 3, 3, 128]None
[166]		 {'depth_multiplier': 1, 'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 1, 'stride_w': 1} DEPTHWISE_CONV_2D (2)
76163 depthwise_conv2d_23 FLOAT32 [1, 3, 3, 128]None
167 conv2d_28/Kernel FLOAT32 [128, 1, 1, 128]None
168 conv2d_28/Bias FLOAT32 [128]None
[163, 167, 168]		 169 conv2d_28 FLOAT32 [1, 3, 3, 128]None
[169]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
77166 depthwise_conv2d_17 FLOAT32 [1, 3, 3, 128]None
170 conv2d_18/Kernel FLOAT32 [128, 1, 1, 128]None
171 conv2d_18/Bias FLOAT32 [128]None
[166, 170, 171]		 172 conv2d_18 FLOAT32 [1, 3, 3, 128]None
[172]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
78141 p_re_lu_15 FLOAT32 [1, 6, 6, 128]None
[141]		 173 max_pooling2d_7 FLOAT32 [1, 3, 3, 128]None
[173]		 {'filter_height': 2, 'filter_width': 2, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 2, 'stride_w': 2} MAX_POOL_2D (4)
79173 max_pooling2d_7 FLOAT32 [1, 3, 3, 128]None
169 conv2d_28 FLOAT32 [1, 3, 3, 128]None
[173, 169]		 174 add_23 FLOAT32 [1, 3, 3, 128]None
[174]		 {'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
80160 p_re_lu_17 FLOAT32 [1, 3, 3, 128]None
172 conv2d_18 FLOAT32 [1, 3, 3, 128]None
[160, 172]		 175 add_17 FLOAT32 [1, 3, 3, 128]None
[175]		 {'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
81174 add_23 FLOAT32 [1, 3, 3, 128]None
176 p_re_lu_26/Alpha FLOAT32 [1, 1, 128]None
[174, 176]		 177 p_re_lu_26 FLOAT32 [1, 3, 3, 128]None
[177]		 None PRELU (1)
82175 add_17 FLOAT32 [1, 3, 3, 128]None
178 p_re_lu_18/Alpha FLOAT32 [1, 1, 128]None
[175, 178]		 179 p_re_lu_18 FLOAT32 [1, 3, 3, 128]None
[179]		 None PRELU (1)
83177 p_re_lu_26 FLOAT32 [1, 3, 3, 128]None
180 conv2d_29/Kernel FLOAT32 [32, 1, 1, 128]None
181 conv2d_29/Bias FLOAT32 [32]None
[177, 180, 181]		 182 conv2d_29 FLOAT32 [1, 3, 3, 32]None
[182]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
84179 p_re_lu_18 FLOAT32 [1, 3, 3, 128]None
183 conv2d_19/Kernel FLOAT32 [32, 1, 1, 128]None
184 conv2d_19/Bias FLOAT32 [32]None
[179, 183, 184]		 185 conv2d_19 FLOAT32 [1, 3, 3, 32]None
[185]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
85182 conv2d_29 FLOAT32 [1, 3, 3, 32]None
186 p_re_lu_27/Alpha FLOAT32 [1, 1, 32]None
[182, 186]		 187 p_re_lu_27 FLOAT32 [1, 3, 3, 32]None
[187]		 None PRELU (1)
86185 conv2d_19 FLOAT32 [1, 3, 3, 32]None
188 p_re_lu_19/Alpha FLOAT32 [1, 1, 32]None
[185, 188]		 189 p_re_lu_19 FLOAT32 [1, 3, 3, 32]None
[189]		 None PRELU (1)
87187 p_re_lu_27 FLOAT32 [1, 3, 3, 32]None
190 depthwise_conv2d_24/Kernel FLOAT32 [1, 3, 3, 32]None
191 depthwise_conv2d_24/Bias FLOAT32 [32]None
[187, 190, 191]		 192 depthwise_conv2d_24 FLOAT32 [1, 3, 3, 32]None
[192]		 {'depth_multiplier': 1, 'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 1, 'stride_w': 1} DEPTHWISE_CONV_2D (2)
88189 p_re_lu_19 FLOAT32 [1, 3, 3, 32]None
193 depthwise_conv2d_18/Kernel FLOAT32 [1, 3, 3, 32]None
194 depthwise_conv2d_18/Bias FLOAT32 [32]None
[189, 193, 194]		 195 depthwise_conv2d_18 FLOAT32 [1, 3, 3, 32]None
[195]		 {'depth_multiplier': 1, 'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 1, 'stride_w': 1} DEPTHWISE_CONV_2D (2)
89192 depthwise_conv2d_24 FLOAT32 [1, 3, 3, 32]None
196 conv2d_30/Kernel FLOAT32 [32, 1, 1, 32]None
197 conv2d_30/Bias FLOAT32 [32]None
[192, 196, 197]		 198 conv2d_30 FLOAT32 [1, 3, 3, 32]None
[198]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
90195 depthwise_conv2d_18 FLOAT32 [1, 3, 3, 32]None
199 conv2d_20/Kernel FLOAT32 [32, 1, 1, 32]None
200 conv2d_20/Bias FLOAT32 [32]None
[195, 199, 200]		 201 conv2d_20 FLOAT32 [1, 3, 3, 32]None
[201]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
91187 p_re_lu_27 FLOAT32 [1, 3, 3, 32]None
198 conv2d_30 FLOAT32 [1, 3, 3, 32]None
[187, 198]		 202 add_24 FLOAT32 [1, 3, 3, 32]None
[202]		 {'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
92189 p_re_lu_19 FLOAT32 [1, 3, 3, 32]None
201 conv2d_20 FLOAT32 [1, 3, 3, 32]None
[189, 201]		 203 add_18 FLOAT32 [1, 3, 3, 32]None
[203]		 {'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
93202 add_24 FLOAT32 [1, 3, 3, 32]None
204 p_re_lu_28/Alpha FLOAT32 [1, 1, 32]None
[202, 204]		 205 p_re_lu_28 FLOAT32 [1, 3, 3, 32]None
[205]		 None PRELU (1)
94203 add_18 FLOAT32 [1, 3, 3, 32]None
206 p_re_lu_20/Alpha FLOAT32 [1, 1, 32]None
[203, 206]		 207 p_re_lu_20 FLOAT32 [1, 3, 3, 32]None
[207]		 None PRELU (1)
95205 p_re_lu_28 FLOAT32 [1, 3, 3, 32]None
208 conv2d_31/Kernel FLOAT32 [1, 3, 3, 32]None
209 conv2d_31/Bias FLOAT32 [1]None
[205, 208, 209]		 210 conv2d_31 FLOAT32 [1, 1, 1, 1]None
[210]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 3, 'stride_w': 3} CONV_2D (0)
96207 p_re_lu_20 FLOAT32 [1, 3, 3, 32]None
211 conv2d_21/Kernel FLOAT32 [1404, 3, 3, 32]None
212 conv2d_21/Bias FLOAT32 [1404]None
[207, 211, 212]		 213 conv2d_21 FLOAT32 [1, 1, 1, 1404]None
[213]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 3, 'stride_w': 3} CONV_2D (0)

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Operator Codes

indexbuiltin_codecustom_codeversion
0CONV_2D 1
1PRELU 1
2DEPTHWISE_CONV_2D 1
3ADD 1
4MAX_POOL_2D 1
5PAD 1