TensorFlow Lite Model

filenamemediapipe\mediapipe\modules\face_detection\face_detection_front.tflite
version3
description[107, 101, 114, 97, 115, 50, 116, 102, 108, 105, 116, 101, 95, 102, 97, 99, 101, 100, 101, 116, 101, 99, 116, 111, 114, 45, 102, 114, 111, 110, 116, 46, 116, 102, 108, 105, 116, 101, 46, 103, 101, 110, 101, 114, 97, 116, 101, 100]

Subgraph 0

Inputs/Outputs

inputsoutputs
0 input FLOAT32 [1, 128, 128, 3]None
[0]
175 regressors FLOAT32 [1, 896, 16]None
174 classificators FLOAT32 [1, 896, 1]None
[175, 174]

Tensors

indexnametypeshapeshape_signaturebufferquantization
0input FLOAT32 [1, 128, 128, 3] None 0 None
1conv2d/Kernel FLOAT16 [24, 5, 5, 3] None 1 None
2conv2d/Bias FLOAT16 [24] None 2 None
3conv2d FLOAT32 [1, 64, 64, 24] None 0 None
4activation FLOAT32 [1, 64, 64, 24] None 0 None
5depthwise_conv2d/Kernel FLOAT16 [1, 3, 3, 24] None 3 None
6depthwise_conv2d/Bias FLOAT16 [24] None 4 None
7depthwise_conv2d FLOAT32 [1, 64, 64, 24] None 0 None
8conv2d_1/Kernel FLOAT16 [24, 1, 1, 24] None 5 None
9conv2d_1/Bias FLOAT16 [24] None 6 None
10conv2d_1 FLOAT32 [1, 64, 64, 24] None 0 None
11add__xeno_compat__1 FLOAT32 [1, 64, 64, 24] None 0 None
12activation_1 FLOAT32 [1, 64, 64, 24] None 0 None
13depthwise_conv2d_1/Kernel FLOAT16 [1, 3, 3, 24] None 7 None
14depthwise_conv2d_1/Bias FLOAT16 [24] None 8 None
15depthwise_conv2d_1 FLOAT32 [1, 64, 64, 24] None 0 None
16conv2d_2/Kernel FLOAT16 [28, 1, 1, 24] None 9 None
17conv2d_2/Bias FLOAT16 [28] None 10 None
18conv2d_2 FLOAT32 [1, 64, 64, 28] None 0 None
19channel_padding/Paddings INT32 [4, 2] None 11 None
20channel_padding FLOAT32 [1, 64, 64, 28] None 0 None
21add_1__xeno_compat__1 FLOAT32 [1, 64, 64, 28] None 0 None
22activation_2 FLOAT32 [1, 64, 64, 28] None 0 None
23depthwise_conv2d_2/Kernel FLOAT16 [1, 3, 3, 28] None 12 None
24depthwise_conv2d_2/Bias FLOAT16 [28] None 13 None
25depthwise_conv2d_2 FLOAT32 [1, 32, 32, 28] None 0 None
26max_pooling2d FLOAT32 [1, 32, 32, 28] None 0 None
27conv2d_3/Kernel FLOAT16 [32, 1, 1, 28] None 14 None
28conv2d_3/Bias FLOAT16 [32] None 15 None
29conv2d_3 FLOAT32 [1, 32, 32, 32] None 0 None
30channel_padding_1/Paddings INT32 [4, 2] None 16 None
31channel_padding_1 FLOAT32 [1, 32, 32, 32] None 0 None
32add_2__xeno_compat__1 FLOAT32 [1, 32, 32, 32] None 0 None
33activation_3 FLOAT32 [1, 32, 32, 32] None 0 None
34depthwise_conv2d_3/Kernel FLOAT16 [1, 3, 3, 32] None 17 None
35depthwise_conv2d_3/Bias FLOAT16 [32] None 18 None
36depthwise_conv2d_3 FLOAT32 [1, 32, 32, 32] None 0 None
37conv2d_4/Kernel FLOAT16 [36, 1, 1, 32] None 19 None
38conv2d_4/Bias FLOAT16 [36] None 20 None
39conv2d_4 FLOAT32 [1, 32, 32, 36] None 0 None
40channel_padding_2/Paddings INT32 [4, 2] None 21 None
41channel_padding_2 FLOAT32 [1, 32, 32, 36] None 0 None
42add_3__xeno_compat__1 FLOAT32 [1, 32, 32, 36] None 0 None
43activation_4 FLOAT32 [1, 32, 32, 36] None 0 None
44depthwise_conv2d_4/Kernel FLOAT16 [1, 3, 3, 36] None 22 None
45depthwise_conv2d_4/Bias FLOAT16 [36] None 23 None
46depthwise_conv2d_4 FLOAT32 [1, 32, 32, 36] None 0 None
47conv2d_5/Kernel FLOAT16 [42, 1, 1, 36] None 24 None
48conv2d_5/Bias FLOAT16 [42] None 25 None
49conv2d_5 FLOAT32 [1, 32, 32, 42] None 0 None
50channel_padding_3/Paddings INT32 [4, 2] None 26 None
51channel_padding_3 FLOAT32 [1, 32, 32, 42] None 0 None
52add_4__xeno_compat__1 FLOAT32 [1, 32, 32, 42] None 0 None
53activation_5 FLOAT32 [1, 32, 32, 42] None 0 None
54depthwise_conv2d_5/Kernel FLOAT16 [1, 3, 3, 42] None 27 None
55depthwise_conv2d_5/Bias FLOAT16 [42] None 28 None
56depthwise_conv2d_5 FLOAT32 [1, 16, 16, 42] None 0 None
57max_pooling2d_1 FLOAT32 [1, 16, 16, 42] None 0 None
58conv2d_6/Kernel FLOAT16 [48, 1, 1, 42] None 29 None
59conv2d_6/Bias FLOAT16 [48] None 30 None
60conv2d_6 FLOAT32 [1, 16, 16, 48] None 0 None
61channel_padding_4/Paddings INT32 [4, 2] None 31 None
62channel_padding_4 FLOAT32 [1, 16, 16, 48] None 0 None
63add_5__xeno_compat__1 FLOAT32 [1, 16, 16, 48] None 0 None
64activation_6 FLOAT32 [1, 16, 16, 48] None 0 None
65depthwise_conv2d_6/Kernel FLOAT16 [1, 3, 3, 48] None 32 None
66depthwise_conv2d_6/Bias FLOAT16 [48] None 33 None
67depthwise_conv2d_6 FLOAT32 [1, 16, 16, 48] None 0 None
68conv2d_7/Kernel FLOAT16 [56, 1, 1, 48] None 34 None
69conv2d_7/Bias FLOAT16 [56] None 35 None
70conv2d_7 FLOAT32 [1, 16, 16, 56] None 0 None
71channel_padding_5/Paddings INT32 [4, 2] None 36 None
72channel_padding_5 FLOAT32 [1, 16, 16, 56] None 0 None
73add_6__xeno_compat__1 FLOAT32 [1, 16, 16, 56] None 0 None
74activation_7 FLOAT32 [1, 16, 16, 56] None 0 None
75depthwise_conv2d_7/Kernel FLOAT16 [1, 3, 3, 56] None 37 None
76depthwise_conv2d_7/Bias FLOAT16 [56] None 38 None
77depthwise_conv2d_7 FLOAT32 [1, 16, 16, 56] None 0 None
78conv2d_8/Kernel FLOAT16 [64, 1, 1, 56] None 39 None
79conv2d_8/Bias FLOAT16 [64] None 40 None
80conv2d_8 FLOAT32 [1, 16, 16, 64] None 0 None
81channel_padding_6/Paddings INT32 [4, 2] None 41 None
82channel_padding_6 FLOAT32 [1, 16, 16, 64] None 0 None
83add_7__xeno_compat__1 FLOAT32 [1, 16, 16, 64] None 0 None
84activation_8 FLOAT32 [1, 16, 16, 64] None 0 None
85depthwise_conv2d_8/Kernel FLOAT16 [1, 3, 3, 64] None 42 None
86depthwise_conv2d_8/Bias FLOAT16 [64] None 43 None
87depthwise_conv2d_8 FLOAT32 [1, 16, 16, 64] None 0 None
88conv2d_9/Kernel FLOAT16 [72, 1, 1, 64] None 44 None
89conv2d_9/Bias FLOAT16 [72] None 45 None
90conv2d_9 FLOAT32 [1, 16, 16, 72] None 0 None
91channel_padding_7/Paddings INT32 [4, 2] None 46 None
92channel_padding_7 FLOAT32 [1, 16, 16, 72] None 0 None
93add_8__xeno_compat__1 FLOAT32 [1, 16, 16, 72] None 0 None
94activation_9 FLOAT32 [1, 16, 16, 72] None 0 None
95depthwise_conv2d_9/Kernel FLOAT16 [1, 3, 3, 72] None 47 None
96depthwise_conv2d_9/Bias FLOAT16 [72] None 48 None
97depthwise_conv2d_9 FLOAT32 [1, 16, 16, 72] None 0 None
98conv2d_10/Kernel FLOAT16 [80, 1, 1, 72] None 49 None
99conv2d_10/Bias FLOAT16 [80] None 50 None
100conv2d_10 FLOAT32 [1, 16, 16, 80] None 0 None
101channel_padding_8/Paddings INT32 [4, 2] None 51 None
102channel_padding_8 FLOAT32 [1, 16, 16, 80] None 0 None
103add_9__xeno_compat__1 FLOAT32 [1, 16, 16, 80] None 0 None
104activation_10 FLOAT32 [1, 16, 16, 80] None 0 None
105depthwise_conv2d_10/Kernel FLOAT16 [1, 3, 3, 80] None 52 None
106depthwise_conv2d_10/Bias FLOAT16 [80] None 53 None
107depthwise_conv2d_10 FLOAT32 [1, 16, 16, 80] None 0 None
108conv2d_11/Kernel FLOAT16 [88, 1, 1, 80] None 54 None
109conv2d_11/Bias FLOAT16 [88] None 55 None
110conv2d_11 FLOAT32 [1, 16, 16, 88] None 0 None
111channel_padding_9/Paddings INT32 [4, 2] None 56 None
112channel_padding_9 FLOAT32 [1, 16, 16, 88] None 0 None
113add_10__xeno_compat__1 FLOAT32 [1, 16, 16, 88] None 0 None
114activation_11 FLOAT32 [1, 16, 16, 88] None 0 None
115depthwise_conv2d_11/Kernel FLOAT16 [1, 3, 3, 88] None 57 None
116depthwise_conv2d_11/Bias FLOAT16 [88] None 58 None
117depthwise_conv2d_11 FLOAT32 [1, 8, 8, 88] None 0 None
118max_pooling2d_2 FLOAT32 [1, 8, 8, 88] None 0 None
119conv2d_12/Kernel FLOAT16 [96, 1, 1, 88] None 59 None
120conv2d_12/Bias FLOAT16 [96] None 60 None
121conv2d_12 FLOAT32 [1, 8, 8, 96] None 0 None
122channel_padding_10/Paddings INT32 [4, 2] None 61 None
123channel_padding_10 FLOAT32 [1, 8, 8, 96] None 0 None
124add_11__xeno_compat__1 FLOAT32 [1, 8, 8, 96] None 0 None
125activation_12 FLOAT32 [1, 8, 8, 96] None 0 None
126depthwise_conv2d_12/Kernel FLOAT16 [1, 3, 3, 96] None 62 None
127depthwise_conv2d_12/Bias FLOAT16 [96] None 63 None
128depthwise_conv2d_12 FLOAT32 [1, 8, 8, 96] None 0 None
129conv2d_13/Kernel FLOAT16 [96, 1, 1, 96] None 64 None
130conv2d_13/Bias FLOAT16 [96] None 65 None
131conv2d_13 FLOAT32 [1, 8, 8, 96] None 0 None
132add_12__xeno_compat__1 FLOAT32 [1, 8, 8, 96] None 0 None
133activation_13 FLOAT32 [1, 8, 8, 96] None 0 None
134depthwise_conv2d_13/Kernel FLOAT16 [1, 3, 3, 96] None 66 None
135depthwise_conv2d_13/Bias FLOAT16 [96] None 67 None
136depthwise_conv2d_13 FLOAT32 [1, 8, 8, 96] None 0 None
137conv2d_14/Kernel FLOAT16 [96, 1, 1, 96] None 68 None
138conv2d_14/Bias FLOAT16 [96] None 69 None
139conv2d_14 FLOAT32 [1, 8, 8, 96] None 0 None
140add_13__xeno_compat__1 FLOAT32 [1, 8, 8, 96] None 0 None
141activation_14 FLOAT32 [1, 8, 8, 96] None 0 None
142depthwise_conv2d_14/Kernel FLOAT16 [1, 3, 3, 96] None 70 None
143depthwise_conv2d_14/Bias FLOAT16 [96] None 71 None
144depthwise_conv2d_14 FLOAT32 [1, 8, 8, 96] None 0 None
145conv2d_15/Kernel FLOAT16 [96, 1, 1, 96] None 72 None
146conv2d_15/Bias FLOAT16 [96] None 73 None
147conv2d_15 FLOAT32 [1, 8, 8, 96] None 0 None
148add_14__xeno_compat__1 FLOAT32 [1, 8, 8, 96] None 0 None
149activation_15 FLOAT32 [1, 8, 8, 96] None 0 None
150depthwise_conv2d_15/Kernel FLOAT16 [1, 3, 3, 96] None 74 None
151depthwise_conv2d_15/Bias FLOAT16 [96] None 75 None
152depthwise_conv2d_15 FLOAT32 [1, 8, 8, 96] None 0 None
153conv2d_16/Kernel FLOAT16 [96, 1, 1, 96] None 76 None
154conv2d_16/Bias FLOAT16 [96] None 77 None
155conv2d_16 FLOAT32 [1, 8, 8, 96] None 0 None
156add_15__xeno_compat__1 FLOAT32 [1, 8, 8, 96] None 0 None
157activation_16 FLOAT32 [1, 8, 8, 96] None 0 None
158classificator_8/Kernel FLOAT16 [2, 1, 1, 88] None 78 None
159classificator_8/Bias FLOAT16 [2] None 79 None
160classificator_8 FLOAT32 [1, 16, 16, 2] None 0 None
161classificator_16/Kernel FLOAT16 [6, 1, 1, 96] None 80 None
162classificator_16/Bias FLOAT16 [6] None 81 None
163classificator_16 FLOAT32 [1, 8, 8, 6] None 0 None
164regressor_8/Kernel FLOAT16 [32, 1, 1, 88] None 82 None
165regressor_8/Bias FLOAT16 [32] None 83 None
166regressor_8 FLOAT32 [1, 16, 16, 32] None 0 None
167regressor_16/Kernel FLOAT16 [96, 1, 1, 96] None 84 None
168regressor_16/Bias FLOAT16 [96] None 85 None
169regressor_16 FLOAT32 [1, 8, 8, 96] None 0 None
170reshape FLOAT32 [1, 512, 1] None 0 None
171reshape_2 FLOAT32 [1, 384, 1] None 0 None
172reshape_1 FLOAT32 [1, 512, 16] None 0 None
173reshape_3 FLOAT32 [1, 384, 16] None 0 None
174classificators FLOAT32 [1, 896, 1] None 0 None
175regressors FLOAT32 [1, 896, 16] None 0 None
176conv2d_3/Bias_dequantize FLOAT32 [32] None 0 None
177conv2d_16/Bias_dequantize FLOAT32 [96] None 0 None
178conv2d_2/Bias_dequantize FLOAT32 [28] None 0 None
179depthwise_conv2d_3/Bias_dequantize FLOAT32 [32] None 0 None
180depthwise_conv2d_14/Bias_dequantize FLOAT32 [96] None 0 None
181classificator_16/Kernel_dequantize FLOAT32 [6, 1, 1, 96] None 0 None
182conv2d_9/Bias_dequantize FLOAT32 [72] None 0 None
183regressor_16/Bias_dequantize FLOAT32 [96] None 0 None
184depthwise_conv2d_2/Bias_dequantize FLOAT32 [28] None 0 None
185depthwise_conv2d/Bias_dequantize FLOAT32 [24] None 0 None
186depthwise_conv2d_15/Kernel_dequantize FLOAT32 [1, 3, 3, 96] None 0 None
187conv2d_8/Kernel_dequantize FLOAT32 [64, 1, 1, 56] None 0 None
188depthwise_conv2d_9/Bias_dequantize FLOAT32 [72] None 0 None
189depthwise_conv2d_1/Kernel_dequantize FLOAT32 [1, 3, 3, 24] None 0 None
190regressor_8/Kernel_dequantize FLOAT32 [32, 1, 1, 88] None 0 None
191conv2d_15/Bias_dequantize FLOAT32 [96] None 0 None
192depthwise_conv2d_8/Kernel_dequantize FLOAT32 [1, 3, 3, 64] None 0 None
193conv2d/Bias_dequantize FLOAT32 [24] None 0 None
194conv2d_16/Kernel_dequantize FLOAT32 [96, 1, 1, 96] None 0 None
195conv2d_10/Bias_dequantize FLOAT32 [80] None 0 None
196depthwise_conv2d_13/Bias_dequantize FLOAT32 [96] None 0 None
197conv2d_4/Bias_dequantize FLOAT32 [36] None 0 None
198depthwise_conv2d_14/Kernel_dequantize FLOAT32 [1, 3, 3, 96] None 0 None
199conv2d_9/Kernel_dequantize FLOAT32 [72, 1, 1, 64] None 0 None
200depthwise_conv2d_10/Bias_dequantize FLOAT32 [80] None 0 None
201conv2d_3/Kernel_dequantize FLOAT32 [32, 1, 1, 28] None 0 None
202depthwise_conv2d_4/Bias_dequantize FLOAT32 [36] None 0 None
203conv2d_1/Bias_dequantize FLOAT32 [24] None 0 None
204conv2d_6/Bias_dequantize FLOAT32 [48] None 0 None
205depthwise_conv2d_9/Kernel_dequantize FLOAT32 [1, 3, 3, 72] None 0 None
206depthwise_conv2d_3/Kernel_dequantize FLOAT32 [1, 3, 3, 32] None 0 None
207conv2d_2/Kernel_dequantize FLOAT32 [28, 1, 1, 24] None 0 None
208regressor_16/Kernel_dequantize FLOAT32 [96, 1, 1, 96] None 0 None
209conv2d_12/Bias_dequantize FLOAT32 [96] None 0 None
210conv2d_5/Bias_dequantize FLOAT32 [42] None 0 None
211depthwise_conv2d_6/Bias_dequantize FLOAT32 [48] None 0 None
212depthwise_conv2d_2/Kernel_dequantize FLOAT32 [1, 3, 3, 28] None 0 None
213conv2d_14/Bias_dequantize FLOAT32 [96] None 0 None
214depthwise_conv2d/Kernel_dequantize FLOAT32 [1, 3, 3, 24] None 0 None
215conv2d_4/Kernel_dequantize FLOAT32 [36, 1, 1, 32] None 0 None
216depthwise_conv2d_5/Bias_dequantize FLOAT32 [42] None 0 None
217conv2d_11/Bias_dequantize FLOAT32 [88] None 0 None
218depthwise_conv2d_12/Bias_dequantize FLOAT32 [96] None 0 None
219depthwise_conv2d_4/Kernel_dequantize FLOAT32 [1, 3, 3, 36] None 0 None
220conv2d_15/Kernel_dequantize FLOAT32 [96, 1, 1, 96] None 0 None
221conv2d_1/Kernel_dequantize FLOAT32 [24, 1, 1, 24] None 0 None
222classificator_8/Bias_dequantize FLOAT32 [2] None 0 None
223depthwise_conv2d_13/Kernel_dequantize FLOAT32 [1, 3, 3, 96] None 0 None
224conv2d/Kernel_dequantize FLOAT32 [24, 5, 5, 3] None 0 None
225conv2d_10/Kernel_dequantize FLOAT32 [80, 1, 1, 72] None 0 None
226depthwise_conv2d_11/Bias_dequantize FLOAT32 [88] None 0 None
227conv2d_7/Bias_dequantize FLOAT32 [56] None 0 None
228depthwise_conv2d_10/Kernel_dequantize FLOAT32 [1, 3, 3, 80] None 0 None
229conv2d_12/Kernel_dequantize FLOAT32 [96, 1, 1, 88] None 0 None
230conv2d_14/Kernel_dequantize FLOAT32 [96, 1, 1, 96] None 0 None
231conv2d_13/Bias_dequantize FLOAT32 [96] None 0 None
232conv2d_6/Kernel_dequantize FLOAT32 [48, 1, 1, 42] None 0 None
233depthwise_conv2d_7/Bias_dequantize FLOAT32 [56] None 0 None
234classificator_16/Bias_dequantize FLOAT32 [6] None 0 None
235conv2d_11/Kernel_dequantize FLOAT32 [88, 1, 1, 80] None 0 None
236depthwise_conv2d_12/Kernel_dequantize FLOAT32 [1, 3, 3, 96] None 0 None
237conv2d_5/Kernel_dequantize FLOAT32 [42, 1, 1, 36] None 0 None
238depthwise_conv2d_6/Kernel_dequantize FLOAT32 [1, 3, 3, 48] None 0 None
239depthwise_conv2d_15/Bias_dequantize FLOAT32 [96] None 0 None
240conv2d_8/Bias_dequantize FLOAT32 [64] None 0 None
241depthwise_conv2d_11/Kernel_dequantize FLOAT32 [1, 3, 3, 88] None 0 None
242depthwise_conv2d_5/Kernel_dequantize FLOAT32 [1, 3, 3, 42] None 0 None
243conv2d_7/Kernel_dequantize FLOAT32 [56, 1, 1, 48] None 0 None
244depthwise_conv2d_8/Bias_dequantize FLOAT32 [64] None 0 None
245classificator_8/Kernel_dequantize FLOAT32 [2, 1, 1, 88] None 0 None
246depthwise_conv2d_7/Kernel_dequantize FLOAT32 [1, 3, 3, 56] None 0 None
247depthwise_conv2d_1/Bias_dequantize FLOAT32 [24] None 0 None
248regressor_8/Bias_dequantize FLOAT32 [32] None 0 None
249conv2d_13/Kernel_dequantize FLOAT32 [96, 1, 1, 96] None 0 None

Ops

indexinputsoutputsbuiltin_optionsopcode_index
02 conv2d/Bias FLOAT16 [24]None
[2]
193 conv2d/Bias_dequantize FLOAT32 [24]None
[193]
None DEQUANTIZE (8)
11 conv2d/Kernel FLOAT16 [24, 5, 5, 3]None
[1]
224 conv2d/Kernel_dequantize FLOAT32 [24, 5, 5, 3]None
[224]
None DEQUANTIZE (8)
20 input FLOAT32 [1, 128, 128, 3]None
224 conv2d/Kernel_dequantize FLOAT32 [24, 5, 5, 3]None
193 conv2d/Bias_dequantize FLOAT32 [24]None
[0, 224, 193]
3 conv2d FLOAT32 [1, 64, 64, 24]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)
33 conv2d FLOAT32 [1, 64, 64, 24]None
[3]
4 activation FLOAT32 [1, 64, 64, 24]None
[4]
None RELU (1)
46 depthwise_conv2d/Bias FLOAT16 [24]None
[6]
185 depthwise_conv2d/Bias_dequantize FLOAT32 [24]None
[185]
None DEQUANTIZE (8)
55 depthwise_conv2d/Kernel FLOAT16 [1, 3, 3, 24]None
[5]
214 depthwise_conv2d/Kernel_dequantize FLOAT32 [1, 3, 3, 24]None
[214]
None DEQUANTIZE (8)
64 activation FLOAT32 [1, 64, 64, 24]None
214 depthwise_conv2d/Kernel_dequantize FLOAT32 [1, 3, 3, 24]None
185 depthwise_conv2d/Bias_dequantize FLOAT32 [24]None
[4, 214, 185]
7 depthwise_conv2d FLOAT32 [1, 64, 64, 24]None
[7]
{'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)
79 conv2d_1/Bias FLOAT16 [24]None
[9]
203 conv2d_1/Bias_dequantize FLOAT32 [24]None
[203]
None DEQUANTIZE (8)
88 conv2d_1/Kernel FLOAT16 [24, 1, 1, 24]None
[8]
221 conv2d_1/Kernel_dequantize FLOAT32 [24, 1, 1, 24]None
[221]
None DEQUANTIZE (8)
97 depthwise_conv2d FLOAT32 [1, 64, 64, 24]None
221 conv2d_1/Kernel_dequantize FLOAT32 [24, 1, 1, 24]None
203 conv2d_1/Bias_dequantize FLOAT32 [24]None
[7, 221, 203]
10 conv2d_1 FLOAT32 [1, 64, 64, 24]None
[10]
{'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
104 activation FLOAT32 [1, 64, 64, 24]None
10 conv2d_1 FLOAT32 [1, 64, 64, 24]None
[4, 10]
11 add__xeno_compat__1 FLOAT32 [1, 64, 64, 24]None
[11]
{'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
1111 add__xeno_compat__1 FLOAT32 [1, 64, 64, 24]None
[11]
12 activation_1 FLOAT32 [1, 64, 64, 24]None
[12]
None RELU (1)
1213 depthwise_conv2d_1/Kernel FLOAT16 [1, 3, 3, 24]None
[13]
189 depthwise_conv2d_1/Kernel_dequantize FLOAT32 [1, 3, 3, 24]None
[189]
None DEQUANTIZE (8)
1314 depthwise_conv2d_1/Bias FLOAT16 [24]None
[14]
247 depthwise_conv2d_1/Bias_dequantize FLOAT32 [24]None
[247]
None DEQUANTIZE (8)
1412 activation_1 FLOAT32 [1, 64, 64, 24]None
189 depthwise_conv2d_1/Kernel_dequantize FLOAT32 [1, 3, 3, 24]None
247 depthwise_conv2d_1/Bias_dequantize FLOAT32 [24]None
[12, 189, 247]
15 depthwise_conv2d_1 FLOAT32 [1, 64, 64, 24]None
[15]
{'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)
1517 conv2d_2/Bias FLOAT16 [28]None
[17]
178 conv2d_2/Bias_dequantize FLOAT32 [28]None
[178]
None DEQUANTIZE (8)
1616 conv2d_2/Kernel FLOAT16 [28, 1, 1, 24]None
[16]
207 conv2d_2/Kernel_dequantize FLOAT32 [28, 1, 1, 24]None
[207]
None DEQUANTIZE (8)
1715 depthwise_conv2d_1 FLOAT32 [1, 64, 64, 24]None
207 conv2d_2/Kernel_dequantize FLOAT32 [28, 1, 1, 24]None
178 conv2d_2/Bias_dequantize FLOAT32 [28]None
[15, 207, 178]
18 conv2d_2 FLOAT32 [1, 64, 64, 28]None
[18]
{'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
1812 activation_1 FLOAT32 [1, 64, 64, 24]None
19 channel_padding/Paddings INT32 [4, 2]None
[12, 19]
20 channel_padding FLOAT32 [1, 64, 64, 28]None
[20]
None PAD (4)
1920 channel_padding FLOAT32 [1, 64, 64, 28]None
18 conv2d_2 FLOAT32 [1, 64, 64, 28]None
[20, 18]
21 add_1__xeno_compat__1 FLOAT32 [1, 64, 64, 28]None
[21]
{'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
2021 add_1__xeno_compat__1 FLOAT32 [1, 64, 64, 28]None
[21]
22 activation_2 FLOAT32 [1, 64, 64, 28]None
[22]
None RELU (1)
2124 depthwise_conv2d_2/Bias FLOAT16 [28]None
[24]
184 depthwise_conv2d_2/Bias_dequantize FLOAT32 [28]None
[184]
None DEQUANTIZE (8)
2223 depthwise_conv2d_2/Kernel FLOAT16 [1, 3, 3, 28]None
[23]
212 depthwise_conv2d_2/Kernel_dequantize FLOAT32 [1, 3, 3, 28]None
[212]
None DEQUANTIZE (8)
2322 activation_2 FLOAT32 [1, 64, 64, 28]None
212 depthwise_conv2d_2/Kernel_dequantize FLOAT32 [1, 3, 3, 28]None
184 depthwise_conv2d_2/Bias_dequantize FLOAT32 [28]None
[22, 212, 184]
25 depthwise_conv2d_2 FLOAT32 [1, 32, 32, 28]None
[25]
{'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)
2422 activation_2 FLOAT32 [1, 64, 64, 28]None
[22]
26 max_pooling2d FLOAT32 [1, 32, 32, 28]None
[26]
{'filter_height': 2, 'filter_width': 2, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 2, 'stride_w': 2} MAX_POOL_2D (5)
2528 conv2d_3/Bias FLOAT16 [32]None
[28]
176 conv2d_3/Bias_dequantize FLOAT32 [32]None
[176]
None DEQUANTIZE (8)
2627 conv2d_3/Kernel FLOAT16 [32, 1, 1, 28]None
[27]
201 conv2d_3/Kernel_dequantize FLOAT32 [32, 1, 1, 28]None
[201]
None DEQUANTIZE (8)
2725 depthwise_conv2d_2 FLOAT32 [1, 32, 32, 28]None
201 conv2d_3/Kernel_dequantize FLOAT32 [32, 1, 1, 28]None
176 conv2d_3/Bias_dequantize FLOAT32 [32]None
[25, 201, 176]
29 conv2d_3 FLOAT32 [1, 32, 32, 32]None
[29]
{'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
2826 max_pooling2d FLOAT32 [1, 32, 32, 28]None
30 channel_padding_1/Paddings INT32 [4, 2]None
[26, 30]
31 channel_padding_1 FLOAT32 [1, 32, 32, 32]None
[31]
None PAD (4)
2931 channel_padding_1 FLOAT32 [1, 32, 32, 32]None
29 conv2d_3 FLOAT32 [1, 32, 32, 32]None
[31, 29]
32 add_2__xeno_compat__1 FLOAT32 [1, 32, 32, 32]None
[32]
{'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
3032 add_2__xeno_compat__1 FLOAT32 [1, 32, 32, 32]None
[32]
33 activation_3 FLOAT32 [1, 32, 32, 32]None
[33]
None RELU (1)
3135 depthwise_conv2d_3/Bias FLOAT16 [32]None
[35]
179 depthwise_conv2d_3/Bias_dequantize FLOAT32 [32]None
[179]
None DEQUANTIZE (8)
3234 depthwise_conv2d_3/Kernel FLOAT16 [1, 3, 3, 32]None
[34]
206 depthwise_conv2d_3/Kernel_dequantize FLOAT32 [1, 3, 3, 32]None
[206]
None DEQUANTIZE (8)
3333 activation_3 FLOAT32 [1, 32, 32, 32]None
206 depthwise_conv2d_3/Kernel_dequantize FLOAT32 [1, 3, 3, 32]None
179 depthwise_conv2d_3/Bias_dequantize FLOAT32 [32]None
[33, 206, 179]
36 depthwise_conv2d_3 FLOAT32 [1, 32, 32, 32]None
[36]
{'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)
3438 conv2d_4/Bias FLOAT16 [36]None
[38]
197 conv2d_4/Bias_dequantize FLOAT32 [36]None
[197]
None DEQUANTIZE (8)
3537 conv2d_4/Kernel FLOAT16 [36, 1, 1, 32]None
[37]
215 conv2d_4/Kernel_dequantize FLOAT32 [36, 1, 1, 32]None
[215]
None DEQUANTIZE (8)
3636 depthwise_conv2d_3 FLOAT32 [1, 32, 32, 32]None
215 conv2d_4/Kernel_dequantize FLOAT32 [36, 1, 1, 32]None
197 conv2d_4/Bias_dequantize FLOAT32 [36]None
[36, 215, 197]
39 conv2d_4 FLOAT32 [1, 32, 32, 36]None
[39]
{'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
3733 activation_3 FLOAT32 [1, 32, 32, 32]None
40 channel_padding_2/Paddings INT32 [4, 2]None
[33, 40]
41 channel_padding_2 FLOAT32 [1, 32, 32, 36]None
[41]
None PAD (4)
3841 channel_padding_2 FLOAT32 [1, 32, 32, 36]None
39 conv2d_4 FLOAT32 [1, 32, 32, 36]None
[41, 39]
42 add_3__xeno_compat__1 FLOAT32 [1, 32, 32, 36]None
[42]
{'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
3942 add_3__xeno_compat__1 FLOAT32 [1, 32, 32, 36]None
[42]
43 activation_4 FLOAT32 [1, 32, 32, 36]None
[43]
None RELU (1)
4045 depthwise_conv2d_4/Bias FLOAT16 [36]None
[45]
202 depthwise_conv2d_4/Bias_dequantize FLOAT32 [36]None
[202]
None DEQUANTIZE (8)
4144 depthwise_conv2d_4/Kernel FLOAT16 [1, 3, 3, 36]None
[44]
219 depthwise_conv2d_4/Kernel_dequantize FLOAT32 [1, 3, 3, 36]None
[219]
None DEQUANTIZE (8)
4243 activation_4 FLOAT32 [1, 32, 32, 36]None
219 depthwise_conv2d_4/Kernel_dequantize FLOAT32 [1, 3, 3, 36]None
202 depthwise_conv2d_4/Bias_dequantize FLOAT32 [36]None
[43, 219, 202]
46 depthwise_conv2d_4 FLOAT32 [1, 32, 32, 36]None
[46]
{'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)
4348 conv2d_5/Bias FLOAT16 [42]None
[48]
210 conv2d_5/Bias_dequantize FLOAT32 [42]None
[210]
None DEQUANTIZE (8)
4447 conv2d_5/Kernel FLOAT16 [42, 1, 1, 36]None
[47]
237 conv2d_5/Kernel_dequantize FLOAT32 [42, 1, 1, 36]None
[237]
None DEQUANTIZE (8)
4546 depthwise_conv2d_4 FLOAT32 [1, 32, 32, 36]None
237 conv2d_5/Kernel_dequantize FLOAT32 [42, 1, 1, 36]None
210 conv2d_5/Bias_dequantize FLOAT32 [42]None
[46, 237, 210]
49 conv2d_5 FLOAT32 [1, 32, 32, 42]None
[49]
{'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
4643 activation_4 FLOAT32 [1, 32, 32, 36]None
50 channel_padding_3/Paddings INT32 [4, 2]None
[43, 50]
51 channel_padding_3 FLOAT32 [1, 32, 32, 42]None
[51]
None PAD (4)
4751 channel_padding_3 FLOAT32 [1, 32, 32, 42]None
49 conv2d_5 FLOAT32 [1, 32, 32, 42]None
[51, 49]
52 add_4__xeno_compat__1 FLOAT32 [1, 32, 32, 42]None
[52]
{'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
4852 add_4__xeno_compat__1 FLOAT32 [1, 32, 32, 42]None
[52]
53 activation_5 FLOAT32 [1, 32, 32, 42]None
[53]
None RELU (1)
4955 depthwise_conv2d_5/Bias FLOAT16 [42]None
[55]
216 depthwise_conv2d_5/Bias_dequantize FLOAT32 [42]None
[216]
None DEQUANTIZE (8)
5054 depthwise_conv2d_5/Kernel FLOAT16 [1, 3, 3, 42]None
[54]
242 depthwise_conv2d_5/Kernel_dequantize FLOAT32 [1, 3, 3, 42]None
[242]
None DEQUANTIZE (8)
5153 activation_5 FLOAT32 [1, 32, 32, 42]None
242 depthwise_conv2d_5/Kernel_dequantize FLOAT32 [1, 3, 3, 42]None
216 depthwise_conv2d_5/Bias_dequantize FLOAT32 [42]None
[53, 242, 216]
56 depthwise_conv2d_5 FLOAT32 [1, 16, 16, 42]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)
5253 activation_5 FLOAT32 [1, 32, 32, 42]None
[53]
57 max_pooling2d_1 FLOAT32 [1, 16, 16, 42]None
[57]
{'filter_height': 2, 'filter_width': 2, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 2, 'stride_w': 2} MAX_POOL_2D (5)
5359 conv2d_6/Bias FLOAT16 [48]None
[59]
204 conv2d_6/Bias_dequantize FLOAT32 [48]None
[204]
None DEQUANTIZE (8)
5458 conv2d_6/Kernel FLOAT16 [48, 1, 1, 42]None
[58]
232 conv2d_6/Kernel_dequantize FLOAT32 [48, 1, 1, 42]None
[232]
None DEQUANTIZE (8)
5556 depthwise_conv2d_5 FLOAT32 [1, 16, 16, 42]None
232 conv2d_6/Kernel_dequantize FLOAT32 [48, 1, 1, 42]None
204 conv2d_6/Bias_dequantize FLOAT32 [48]None
[56, 232, 204]
60 conv2d_6 FLOAT32 [1, 16, 16, 48]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)
5657 max_pooling2d_1 FLOAT32 [1, 16, 16, 42]None
61 channel_padding_4/Paddings INT32 [4, 2]None
[57, 61]
62 channel_padding_4 FLOAT32 [1, 16, 16, 48]None
[62]
None PAD (4)
5762 channel_padding_4 FLOAT32 [1, 16, 16, 48]None
60 conv2d_6 FLOAT32 [1, 16, 16, 48]None
[62, 60]
63 add_5__xeno_compat__1 FLOAT32 [1, 16, 16, 48]None
[63]
{'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
5863 add_5__xeno_compat__1 FLOAT32 [1, 16, 16, 48]None
[63]
64 activation_6 FLOAT32 [1, 16, 16, 48]None
[64]
None RELU (1)
5966 depthwise_conv2d_6/Bias FLOAT16 [48]None
[66]
211 depthwise_conv2d_6/Bias_dequantize FLOAT32 [48]None
[211]
None DEQUANTIZE (8)
6065 depthwise_conv2d_6/Kernel FLOAT16 [1, 3, 3, 48]None
[65]
238 depthwise_conv2d_6/Kernel_dequantize FLOAT32 [1, 3, 3, 48]None
[238]
None DEQUANTIZE (8)
6164 activation_6 FLOAT32 [1, 16, 16, 48]None
238 depthwise_conv2d_6/Kernel_dequantize FLOAT32 [1, 3, 3, 48]None
211 depthwise_conv2d_6/Bias_dequantize FLOAT32 [48]None
[64, 238, 211]
67 depthwise_conv2d_6 FLOAT32 [1, 16, 16, 48]None
[67]
{'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)
6269 conv2d_7/Bias FLOAT16 [56]None
[69]
227 conv2d_7/Bias_dequantize FLOAT32 [56]None
[227]
None DEQUANTIZE (8)
6368 conv2d_7/Kernel FLOAT16 [56, 1, 1, 48]None
[68]
243 conv2d_7/Kernel_dequantize FLOAT32 [56, 1, 1, 48]None
[243]
None DEQUANTIZE (8)
6467 depthwise_conv2d_6 FLOAT32 [1, 16, 16, 48]None
243 conv2d_7/Kernel_dequantize FLOAT32 [56, 1, 1, 48]None
227 conv2d_7/Bias_dequantize FLOAT32 [56]None
[67, 243, 227]
70 conv2d_7 FLOAT32 [1, 16, 16, 56]None
[70]
{'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
6564 activation_6 FLOAT32 [1, 16, 16, 48]None
71 channel_padding_5/Paddings INT32 [4, 2]None
[64, 71]
72 channel_padding_5 FLOAT32 [1, 16, 16, 56]None
[72]
None PAD (4)
6672 channel_padding_5 FLOAT32 [1, 16, 16, 56]None
70 conv2d_7 FLOAT32 [1, 16, 16, 56]None
[72, 70]
73 add_6__xeno_compat__1 FLOAT32 [1, 16, 16, 56]None
[73]
{'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
6773 add_6__xeno_compat__1 FLOAT32 [1, 16, 16, 56]None
[73]
74 activation_7 FLOAT32 [1, 16, 16, 56]None
[74]
None RELU (1)
6876 depthwise_conv2d_7/Bias FLOAT16 [56]None
[76]
233 depthwise_conv2d_7/Bias_dequantize FLOAT32 [56]None
[233]
None DEQUANTIZE (8)
6975 depthwise_conv2d_7/Kernel FLOAT16 [1, 3, 3, 56]None
[75]
246 depthwise_conv2d_7/Kernel_dequantize FLOAT32 [1, 3, 3, 56]None
[246]
None DEQUANTIZE (8)
7074 activation_7 FLOAT32 [1, 16, 16, 56]None
246 depthwise_conv2d_7/Kernel_dequantize FLOAT32 [1, 3, 3, 56]None
233 depthwise_conv2d_7/Bias_dequantize FLOAT32 [56]None
[74, 246, 233]
77 depthwise_conv2d_7 FLOAT32 [1, 16, 16, 56]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)
7178 conv2d_8/Kernel FLOAT16 [64, 1, 1, 56]None
[78]
187 conv2d_8/Kernel_dequantize FLOAT32 [64, 1, 1, 56]None
[187]
None DEQUANTIZE (8)
7279 conv2d_8/Bias FLOAT16 [64]None
[79]
240 conv2d_8/Bias_dequantize FLOAT32 [64]None
[240]
None DEQUANTIZE (8)
7377 depthwise_conv2d_7 FLOAT32 [1, 16, 16, 56]None
187 conv2d_8/Kernel_dequantize FLOAT32 [64, 1, 1, 56]None
240 conv2d_8/Bias_dequantize FLOAT32 [64]None
[77, 187, 240]
80 conv2d_8 FLOAT32 [1, 16, 16, 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)
7474 activation_7 FLOAT32 [1, 16, 16, 56]None
81 channel_padding_6/Paddings INT32 [4, 2]None
[74, 81]
82 channel_padding_6 FLOAT32 [1, 16, 16, 64]None
[82]
None PAD (4)
7582 channel_padding_6 FLOAT32 [1, 16, 16, 64]None
80 conv2d_8 FLOAT32 [1, 16, 16, 64]None
[82, 80]
83 add_7__xeno_compat__1 FLOAT32 [1, 16, 16, 64]None
[83]
{'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
7683 add_7__xeno_compat__1 FLOAT32 [1, 16, 16, 64]None
[83]
84 activation_8 FLOAT32 [1, 16, 16, 64]None
[84]
None RELU (1)
7785 depthwise_conv2d_8/Kernel FLOAT16 [1, 3, 3, 64]None
[85]
192 depthwise_conv2d_8/Kernel_dequantize FLOAT32 [1, 3, 3, 64]None
[192]
None DEQUANTIZE (8)
7886 depthwise_conv2d_8/Bias FLOAT16 [64]None
[86]
244 depthwise_conv2d_8/Bias_dequantize FLOAT32 [64]None
[244]
None DEQUANTIZE (8)
7984 activation_8 FLOAT32 [1, 16, 16, 64]None
192 depthwise_conv2d_8/Kernel_dequantize FLOAT32 [1, 3, 3, 64]None
244 depthwise_conv2d_8/Bias_dequantize FLOAT32 [64]None
[84, 192, 244]
87 depthwise_conv2d_8 FLOAT32 [1, 16, 16, 64]None
[87]
{'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)
8089 conv2d_9/Bias FLOAT16 [72]None
[89]
182 conv2d_9/Bias_dequantize FLOAT32 [72]None
[182]
None DEQUANTIZE (8)
8188 conv2d_9/Kernel FLOAT16 [72, 1, 1, 64]None
[88]
199 conv2d_9/Kernel_dequantize FLOAT32 [72, 1, 1, 64]None
[199]
None DEQUANTIZE (8)
8287 depthwise_conv2d_8 FLOAT32 [1, 16, 16, 64]None
199 conv2d_9/Kernel_dequantize FLOAT32 [72, 1, 1, 64]None
182 conv2d_9/Bias_dequantize FLOAT32 [72]None
[87, 199, 182]
90 conv2d_9 FLOAT32 [1, 16, 16, 72]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)
8384 activation_8 FLOAT32 [1, 16, 16, 64]None
91 channel_padding_7/Paddings INT32 [4, 2]None
[84, 91]
92 channel_padding_7 FLOAT32 [1, 16, 16, 72]None
[92]
None PAD (4)
8492 channel_padding_7 FLOAT32 [1, 16, 16, 72]None
90 conv2d_9 FLOAT32 [1, 16, 16, 72]None
[92, 90]
93 add_8__xeno_compat__1 FLOAT32 [1, 16, 16, 72]None
[93]
{'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
8593 add_8__xeno_compat__1 FLOAT32 [1, 16, 16, 72]None
[93]
94 activation_9 FLOAT32 [1, 16, 16, 72]None
[94]
None RELU (1)
8696 depthwise_conv2d_9/Bias FLOAT16 [72]None
[96]
188 depthwise_conv2d_9/Bias_dequantize FLOAT32 [72]None
[188]
None DEQUANTIZE (8)
8795 depthwise_conv2d_9/Kernel FLOAT16 [1, 3, 3, 72]None
[95]
205 depthwise_conv2d_9/Kernel_dequantize FLOAT32 [1, 3, 3, 72]None
[205]
None DEQUANTIZE (8)
8894 activation_9 FLOAT32 [1, 16, 16, 72]None
205 depthwise_conv2d_9/Kernel_dequantize FLOAT32 [1, 3, 3, 72]None
188 depthwise_conv2d_9/Bias_dequantize FLOAT32 [72]None
[94, 205, 188]
97 depthwise_conv2d_9 FLOAT32 [1, 16, 16, 72]None
[97]
{'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)
8999 conv2d_10/Bias FLOAT16 [80]None
[99]
195 conv2d_10/Bias_dequantize FLOAT32 [80]None
[195]
None DEQUANTIZE (8)
9098 conv2d_10/Kernel FLOAT16 [80, 1, 1, 72]None
[98]
225 conv2d_10/Kernel_dequantize FLOAT32 [80, 1, 1, 72]None
[225]
None DEQUANTIZE (8)
9197 depthwise_conv2d_9 FLOAT32 [1, 16, 16, 72]None
225 conv2d_10/Kernel_dequantize FLOAT32 [80, 1, 1, 72]None
195 conv2d_10/Bias_dequantize FLOAT32 [80]None
[97, 225, 195]
100 conv2d_10 FLOAT32 [1, 16, 16, 80]None
[100]
{'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
9294 activation_9 FLOAT32 [1, 16, 16, 72]None
101 channel_padding_8/Paddings INT32 [4, 2]None
[94, 101]
102 channel_padding_8 FLOAT32 [1, 16, 16, 80]None
[102]
None PAD (4)
93102 channel_padding_8 FLOAT32 [1, 16, 16, 80]None
100 conv2d_10 FLOAT32 [1, 16, 16, 80]None
[102, 100]
103 add_9__xeno_compat__1 FLOAT32 [1, 16, 16, 80]None
[103]
{'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
94103 add_9__xeno_compat__1 FLOAT32 [1, 16, 16, 80]None
[103]
104 activation_10 FLOAT32 [1, 16, 16, 80]None
[104]
None RELU (1)
95106 depthwise_conv2d_10/Bias FLOAT16 [80]None
[106]
200 depthwise_conv2d_10/Bias_dequantize FLOAT32 [80]None
[200]
None DEQUANTIZE (8)
96105 depthwise_conv2d_10/Kernel FLOAT16 [1, 3, 3, 80]None
[105]
228 depthwise_conv2d_10/Kernel_dequantize FLOAT32 [1, 3, 3, 80]None
[228]
None DEQUANTIZE (8)
97104 activation_10 FLOAT32 [1, 16, 16, 80]None
228 depthwise_conv2d_10/Kernel_dequantize FLOAT32 [1, 3, 3, 80]None
200 depthwise_conv2d_10/Bias_dequantize FLOAT32 [80]None
[104, 228, 200]
107 depthwise_conv2d_10 FLOAT32 [1, 16, 16, 80]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)
98109 conv2d_11/Bias FLOAT16 [88]None
[109]
217 conv2d_11/Bias_dequantize FLOAT32 [88]None
[217]
None DEQUANTIZE (8)
99108 conv2d_11/Kernel FLOAT16 [88, 1, 1, 80]None
[108]
235 conv2d_11/Kernel_dequantize FLOAT32 [88, 1, 1, 80]None
[235]
None DEQUANTIZE (8)
100107 depthwise_conv2d_10 FLOAT32 [1, 16, 16, 80]None
235 conv2d_11/Kernel_dequantize FLOAT32 [88, 1, 1, 80]None
217 conv2d_11/Bias_dequantize FLOAT32 [88]None
[107, 235, 217]
110 conv2d_11 FLOAT32 [1, 16, 16, 88]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)
101104 activation_10 FLOAT32 [1, 16, 16, 80]None
111 channel_padding_9/Paddings INT32 [4, 2]None
[104, 111]
112 channel_padding_9 FLOAT32 [1, 16, 16, 88]None
[112]
None PAD (4)
102112 channel_padding_9 FLOAT32 [1, 16, 16, 88]None
110 conv2d_11 FLOAT32 [1, 16, 16, 88]None
[112, 110]
113 add_10__xeno_compat__1 FLOAT32 [1, 16, 16, 88]None
[113]
{'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
103113 add_10__xeno_compat__1 FLOAT32 [1, 16, 16, 88]None
[113]
114 activation_11 FLOAT32 [1, 16, 16, 88]None
[114]
None RELU (1)
104116 depthwise_conv2d_11/Bias FLOAT16 [88]None
[116]
226 depthwise_conv2d_11/Bias_dequantize FLOAT32 [88]None
[226]
None DEQUANTIZE (8)
105115 depthwise_conv2d_11/Kernel FLOAT16 [1, 3, 3, 88]None
[115]
241 depthwise_conv2d_11/Kernel_dequantize FLOAT32 [1, 3, 3, 88]None
[241]
None DEQUANTIZE (8)
106114 activation_11 FLOAT32 [1, 16, 16, 88]None
241 depthwise_conv2d_11/Kernel_dequantize FLOAT32 [1, 3, 3, 88]None
226 depthwise_conv2d_11/Bias_dequantize FLOAT32 [88]None
[114, 241, 226]
117 depthwise_conv2d_11 FLOAT32 [1, 8, 8, 88]None
[117]
{'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)
107114 activation_11 FLOAT32 [1, 16, 16, 88]None
[114]
118 max_pooling2d_2 FLOAT32 [1, 8, 8, 88]None
[118]
{'filter_height': 2, 'filter_width': 2, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 2, 'stride_w': 2} MAX_POOL_2D (5)
108120 conv2d_12/Bias FLOAT16 [96]None
[120]
209 conv2d_12/Bias_dequantize FLOAT32 [96]None
[209]
None DEQUANTIZE (8)
109119 conv2d_12/Kernel FLOAT16 [96, 1, 1, 88]None
[119]
229 conv2d_12/Kernel_dequantize FLOAT32 [96, 1, 1, 88]None
[229]
None DEQUANTIZE (8)
110117 depthwise_conv2d_11 FLOAT32 [1, 8, 8, 88]None
229 conv2d_12/Kernel_dequantize FLOAT32 [96, 1, 1, 88]None
209 conv2d_12/Bias_dequantize FLOAT32 [96]None
[117, 229, 209]
121 conv2d_12 FLOAT32 [1, 8, 8, 96]None
[121]
{'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
111118 max_pooling2d_2 FLOAT32 [1, 8, 8, 88]None
122 channel_padding_10/Paddings INT32 [4, 2]None
[118, 122]
123 channel_padding_10 FLOAT32 [1, 8, 8, 96]None
[123]
None PAD (4)
112123 channel_padding_10 FLOAT32 [1, 8, 8, 96]None
121 conv2d_12 FLOAT32 [1, 8, 8, 96]None
[123, 121]
124 add_11__xeno_compat__1 FLOAT32 [1, 8, 8, 96]None
[124]
{'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
113124 add_11__xeno_compat__1 FLOAT32 [1, 8, 8, 96]None
[124]
125 activation_12 FLOAT32 [1, 8, 8, 96]None
[125]
None RELU (1)
114127 depthwise_conv2d_12/Bias FLOAT16 [96]None
[127]
218 depthwise_conv2d_12/Bias_dequantize FLOAT32 [96]None
[218]
None DEQUANTIZE (8)
115126 depthwise_conv2d_12/Kernel FLOAT16 [1, 3, 3, 96]None
[126]
236 depthwise_conv2d_12/Kernel_dequantize FLOAT32 [1, 3, 3, 96]None
[236]
None DEQUANTIZE (8)
116125 activation_12 FLOAT32 [1, 8, 8, 96]None
236 depthwise_conv2d_12/Kernel_dequantize FLOAT32 [1, 3, 3, 96]None
218 depthwise_conv2d_12/Bias_dequantize FLOAT32 [96]None
[125, 236, 218]
128 depthwise_conv2d_12 FLOAT32 [1, 8, 8, 96]None
[128]
{'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)
117130 conv2d_13/Bias FLOAT16 [96]None
[130]
231 conv2d_13/Bias_dequantize FLOAT32 [96]None
[231]
None DEQUANTIZE (8)
118129 conv2d_13/Kernel FLOAT16 [96, 1, 1, 96]None
[129]
249 conv2d_13/Kernel_dequantize FLOAT32 [96, 1, 1, 96]None
[249]
None DEQUANTIZE (8)
119128 depthwise_conv2d_12 FLOAT32 [1, 8, 8, 96]None
249 conv2d_13/Kernel_dequantize FLOAT32 [96, 1, 1, 96]None
231 conv2d_13/Bias_dequantize FLOAT32 [96]None
[128, 249, 231]
131 conv2d_13 FLOAT32 [1, 8, 8, 96]None
[131]
{'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
120125 activation_12 FLOAT32 [1, 8, 8, 96]None
131 conv2d_13 FLOAT32 [1, 8, 8, 96]None
[125, 131]
132 add_12__xeno_compat__1 FLOAT32 [1, 8, 8, 96]None
[132]
{'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
121132 add_12__xeno_compat__1 FLOAT32 [1, 8, 8, 96]None
[132]
133 activation_13 FLOAT32 [1, 8, 8, 96]None
[133]
None RELU (1)
122135 depthwise_conv2d_13/Bias FLOAT16 [96]None
[135]
196 depthwise_conv2d_13/Bias_dequantize FLOAT32 [96]None
[196]
None DEQUANTIZE (8)
123134 depthwise_conv2d_13/Kernel FLOAT16 [1, 3, 3, 96]None
[134]
223 depthwise_conv2d_13/Kernel_dequantize FLOAT32 [1, 3, 3, 96]None
[223]
None DEQUANTIZE (8)
124133 activation_13 FLOAT32 [1, 8, 8, 96]None
223 depthwise_conv2d_13/Kernel_dequantize FLOAT32 [1, 3, 3, 96]None
196 depthwise_conv2d_13/Bias_dequantize FLOAT32 [96]None
[133, 223, 196]
136 depthwise_conv2d_13 FLOAT32 [1, 8, 8, 96]None
[136]
{'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)
125138 conv2d_14/Bias FLOAT16 [96]None
[138]
213 conv2d_14/Bias_dequantize FLOAT32 [96]None
[213]
None DEQUANTIZE (8)
126137 conv2d_14/Kernel FLOAT16 [96, 1, 1, 96]None
[137]
230 conv2d_14/Kernel_dequantize FLOAT32 [96, 1, 1, 96]None
[230]
None DEQUANTIZE (8)
127136 depthwise_conv2d_13 FLOAT32 [1, 8, 8, 96]None
230 conv2d_14/Kernel_dequantize FLOAT32 [96, 1, 1, 96]None
213 conv2d_14/Bias_dequantize FLOAT32 [96]None
[136, 230, 213]
139 conv2d_14 FLOAT32 [1, 8, 8, 96]None
[139]
{'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
128133 activation_13 FLOAT32 [1, 8, 8, 96]None
139 conv2d_14 FLOAT32 [1, 8, 8, 96]None
[133, 139]
140 add_13__xeno_compat__1 FLOAT32 [1, 8, 8, 96]None
[140]
{'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
129140 add_13__xeno_compat__1 FLOAT32 [1, 8, 8, 96]None
[140]
141 activation_14 FLOAT32 [1, 8, 8, 96]None
[141]
None RELU (1)
130143 depthwise_conv2d_14/Bias FLOAT16 [96]None
[143]
180 depthwise_conv2d_14/Bias_dequantize FLOAT32 [96]None
[180]
None DEQUANTIZE (8)
131142 depthwise_conv2d_14/Kernel FLOAT16 [1, 3, 3, 96]None
[142]
198 depthwise_conv2d_14/Kernel_dequantize FLOAT32 [1, 3, 3, 96]None
[198]
None DEQUANTIZE (8)
132141 activation_14 FLOAT32 [1, 8, 8, 96]None
198 depthwise_conv2d_14/Kernel_dequantize FLOAT32 [1, 3, 3, 96]None
180 depthwise_conv2d_14/Bias_dequantize FLOAT32 [96]None
[141, 198, 180]
144 depthwise_conv2d_14 FLOAT32 [1, 8, 8, 96]None
[144]
{'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)
133146 conv2d_15/Bias FLOAT16 [96]None
[146]
191 conv2d_15/Bias_dequantize FLOAT32 [96]None
[191]
None DEQUANTIZE (8)
134145 conv2d_15/Kernel FLOAT16 [96, 1, 1, 96]None
[145]
220 conv2d_15/Kernel_dequantize FLOAT32 [96, 1, 1, 96]None
[220]
None DEQUANTIZE (8)
135144 depthwise_conv2d_14 FLOAT32 [1, 8, 8, 96]None
220 conv2d_15/Kernel_dequantize FLOAT32 [96, 1, 1, 96]None
191 conv2d_15/Bias_dequantize FLOAT32 [96]None
[144, 220, 191]
147 conv2d_15 FLOAT32 [1, 8, 8, 96]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)
136141 activation_14 FLOAT32 [1, 8, 8, 96]None
147 conv2d_15 FLOAT32 [1, 8, 8, 96]None
[141, 147]
148 add_14__xeno_compat__1 FLOAT32 [1, 8, 8, 96]None
[148]
{'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
137148 add_14__xeno_compat__1 FLOAT32 [1, 8, 8, 96]None
[148]
149 activation_15 FLOAT32 [1, 8, 8, 96]None
[149]
None RELU (1)
138150 depthwise_conv2d_15/Kernel FLOAT16 [1, 3, 3, 96]None
[150]
186 depthwise_conv2d_15/Kernel_dequantize FLOAT32 [1, 3, 3, 96]None
[186]
None DEQUANTIZE (8)
139151 depthwise_conv2d_15/Bias FLOAT16 [96]None
[151]
239 depthwise_conv2d_15/Bias_dequantize FLOAT32 [96]None
[239]
None DEQUANTIZE (8)
140149 activation_15 FLOAT32 [1, 8, 8, 96]None
186 depthwise_conv2d_15/Kernel_dequantize FLOAT32 [1, 3, 3, 96]None
239 depthwise_conv2d_15/Bias_dequantize FLOAT32 [96]None
[149, 186, 239]
152 depthwise_conv2d_15 FLOAT32 [1, 8, 8, 96]None
[152]
{'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)
141154 conv2d_16/Bias FLOAT16 [96]None
[154]
177 conv2d_16/Bias_dequantize FLOAT32 [96]None
[177]
None DEQUANTIZE (8)
142153 conv2d_16/Kernel FLOAT16 [96, 1, 1, 96]None
[153]
194 conv2d_16/Kernel_dequantize FLOAT32 [96, 1, 1, 96]None
[194]
None DEQUANTIZE (8)
143152 depthwise_conv2d_15 FLOAT32 [1, 8, 8, 96]None
194 conv2d_16/Kernel_dequantize FLOAT32 [96, 1, 1, 96]None
177 conv2d_16/Bias_dequantize FLOAT32 [96]None
[152, 194, 177]
155 conv2d_16 FLOAT32 [1, 8, 8, 96]None
[155]
{'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
144149 activation_15 FLOAT32 [1, 8, 8, 96]None
155 conv2d_16 FLOAT32 [1, 8, 8, 96]None
[149, 155]
156 add_15__xeno_compat__1 FLOAT32 [1, 8, 8, 96]None
[156]
{'fused_activation_function': 0, 'pot_scale_int16': True} ADD (3)
145156 add_15__xeno_compat__1 FLOAT32 [1, 8, 8, 96]None
[156]
157 activation_16 FLOAT32 [1, 8, 8, 96]None
[157]
None RELU (1)
146159 classificator_8/Bias FLOAT16 [2]None
[159]
222 classificator_8/Bias_dequantize FLOAT32 [2]None
[222]
None DEQUANTIZE (8)
147158 classificator_8/Kernel FLOAT16 [2, 1, 1, 88]None
[158]
245 classificator_8/Kernel_dequantize FLOAT32 [2, 1, 1, 88]None
[245]
None DEQUANTIZE (8)
148114 activation_11 FLOAT32 [1, 16, 16, 88]None
245 classificator_8/Kernel_dequantize FLOAT32 [2, 1, 1, 88]None
222 classificator_8/Bias_dequantize FLOAT32 [2]None
[114, 245, 222]
160 classificator_8 FLOAT32 [1, 16, 16, 2]None
[160]
{'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
149161 classificator_16/Kernel FLOAT16 [6, 1, 1, 96]None
[161]
181 classificator_16/Kernel_dequantize FLOAT32 [6, 1, 1, 96]None
[181]
None DEQUANTIZE (8)
150162 classificator_16/Bias FLOAT16 [6]None
[162]
234 classificator_16/Bias_dequantize FLOAT32 [6]None
[234]
None DEQUANTIZE (8)
151157 activation_16 FLOAT32 [1, 8, 8, 96]None
181 classificator_16/Kernel_dequantize FLOAT32 [6, 1, 1, 96]None
234 classificator_16/Bias_dequantize FLOAT32 [6]None
[157, 181, 234]
163 classificator_16 FLOAT32 [1, 8, 8, 6]None
[163]
{'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
152164 regressor_8/Kernel FLOAT16 [32, 1, 1, 88]None
[164]
190 regressor_8/Kernel_dequantize FLOAT32 [32, 1, 1, 88]None
[190]
None DEQUANTIZE (8)
153165 regressor_8/Bias FLOAT16 [32]None
[165]
248 regressor_8/Bias_dequantize FLOAT32 [32]None
[248]
None DEQUANTIZE (8)
154114 activation_11 FLOAT32 [1, 16, 16, 88]None
190 regressor_8/Kernel_dequantize FLOAT32 [32, 1, 1, 88]None
248 regressor_8/Bias_dequantize FLOAT32 [32]None
[114, 190, 248]
166 regressor_8 FLOAT32 [1, 16, 16, 32]None
[166]
{'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
155168 regressor_16/Bias FLOAT16 [96]None
[168]
183 regressor_16/Bias_dequantize FLOAT32 [96]None
[183]
None DEQUANTIZE (8)
156167 regressor_16/Kernel FLOAT16 [96, 1, 1, 96]None
[167]
208 regressor_16/Kernel_dequantize FLOAT32 [96, 1, 1, 96]None
[208]
None DEQUANTIZE (8)
157157 activation_16 FLOAT32 [1, 8, 8, 96]None
208 regressor_16/Kernel_dequantize FLOAT32 [96, 1, 1, 96]None
183 regressor_16/Bias_dequantize FLOAT32 [96]None
[157, 208, 183]
169 regressor_16 FLOAT32 [1, 8, 8, 96]None
[169]
{'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 1, 'stride_w': 1} CONV_2D (0)
158160 classificator_8 FLOAT32 [1, 16, 16, 2]None
[160]
170 reshape FLOAT32 [1, 512, 1]None
[170]
{'new_shape': [1, -1, 1]} RESHAPE (6)
159163 classificator_16 FLOAT32 [1, 8, 8, 6]None
[163]
171 reshape_2 FLOAT32 [1, 384, 1]None
[171]
{'new_shape': [1, -1, 1]} RESHAPE (6)
160166 regressor_8 FLOAT32 [1, 16, 16, 32]None
[166]
172 reshape_1 FLOAT32 [1, 512, 16]None
[172]
{'new_shape': [1, -1, 16]} RESHAPE (6)
161169 regressor_16 FLOAT32 [1, 8, 8, 96]None
[169]
173 reshape_3 FLOAT32 [1, 384, 16]None
[173]
{'new_shape': [1, -1, 16]} RESHAPE (6)
162170 reshape FLOAT32 [1, 512, 1]None
171 reshape_2 FLOAT32 [1, 384, 1]None
[170, 171]
174 classificators FLOAT32 [1, 896, 1]None
[174]
{'axis': 1, 'fused_activation_function': 0} CONCATENATION (7)
163172 reshape_1 FLOAT32 [1, 512, 16]None
173 reshape_3 FLOAT32 [1, 384, 16]None
[172, 173]
175 regressors FLOAT32 [1, 896, 16]None
[175]
{'axis': 1, 'fused_activation_function': 0} CONCATENATION (7)

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Operator Codes

indexbuiltin_codecustom_codeversion
0CONV_2D 1
1RELU 1
2DEPTHWISE_CONV_2D 1
3ADD 1
4PAD 1
5MAX_POOL_2D 1
6RESHAPE 1
7CONCATENATION 1
8DEQUANTIZE 2