TensorFlow Lite Model

filenamemediapipe\mediapipe\models\knift_float.tflite
version3
description[84, 79, 67, 79, 32, 67, 111, 110, 118, 101, 114, 116, 101, 100, 46]

Subgraph 0

Inputs/Outputs

inputsoutputs
0 rgb_to_grayscale_1 FLOAT32 [200, 32, 32, 1]None
[0]		 47 siamese_neural_congas_1/feature_compression/normalize_embeddings FLOAT32 [200, 40]None
[47]

Tensors

indexnametypeshapeshape_signaturebufferquantization
0rgb_to_grayscale_1 FLOAT32 [200, 32, 32, 1] None 44 {'details': None, 'details_type': 0, 'max': [255.0], 'min': [0.0], 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
1siamese_neural_congas/Mixed7a/Branch_0/Conv2d_0a_1x1/weights FLOAT32 [32, 1, 1, 64] None 51 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
2siamese_neural_congas/Mixed7a/Branch_0/Conv2d_0b_3x3/weights FLOAT32 [32, 3, 3, 32] None 10 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
3siamese_neural_congas/Mixed7a/Branch_1/Conv2d_1a_1x1/weights FLOAT32 [32, 1, 1, 64] None 8 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
4siamese_neural_congas/Mixed7a/Branch_1/Conv2d_1b_1x7/weights FLOAT32 [32, 1, 7, 32] None 7 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
5siamese_neural_congas/Mixed7a/Branch_1/Conv2d_1c_7x1/weights FLOAT32 [32, 7, 1, 32] None 5 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
6siamese_neural_congas/Mixed7a/Branch_1/Conv2d_1d_3x3/weights FLOAT32 [32, 3, 3, 32] None 46 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
7siamese_neural_congas/Mixed_6a/Branch_0/Conv2d_0a_1x1/weights FLOAT32 [16, 1, 1, 32] None 19 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
8siamese_neural_congas/Mixed_6a/Branch_0/Conv2d_0b_3x3/weights FLOAT32 [16, 3, 3, 16] None 17 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
9siamese_neural_congas/Mixed_6a/Branch_1/Conv2d_1a_1x1/weights FLOAT32 [16, 1, 1, 32] None 16 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
10siamese_neural_congas/Mixed_6a/Branch_1/Conv2d_1b_3x3/weights FLOAT32 [16, 3, 3, 16] None 14 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
11siamese_neural_congas/Mixed_6a/Branch_1/Conv2d_1c_3x3/weights FLOAT32 [16, 3, 3, 16] None 13 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
12siamese_neural_congas/feature_compression/Conv2d_0a/weights FLOAT32 [40, 1, 1, 128] None 2 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
13siamese_neural_congas/feature_extraction/Conv/weights FLOAT32 [1, 3, 3, 16] None 48 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
14siamese_neural_congas/feature_extraction/Conv_1/weights FLOAT32 [32, 3, 3, 16] None 52 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
15siamese_neural_congas/feature_extraction/Conv_2/weights FLOAT32 [32, 1, 1, 32] None 21 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
16siamese_neural_congas_1/Mixed7a/Branch_0/Conv2d_0a_1x1/Conv2D_bias FLOAT32 [32] None 11 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
17siamese_neural_congas_1/Mixed7a/Branch_0/Conv2d_0a_1x1/Relu6 FLOAT32 [200, 8, 8, 32] None 49 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
18siamese_neural_congas_1/Mixed7a/Branch_0/Conv2d_0b_3x3/Conv2D_bias FLOAT32 [32] None 9 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
19siamese_neural_congas_1/Mixed7a/Branch_0/Conv2d_0b_3x3/Relu6 FLOAT32 [200, 4, 4, 32] None 34 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
20siamese_neural_congas_1/Mixed7a/Branch_1/Conv2d_1a_1x1/Conv2D_bias FLOAT32 [32] None 23 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
21siamese_neural_congas_1/Mixed7a/Branch_1/Conv2d_1a_1x1/Relu6 FLOAT32 [200, 8, 8, 32] None 38 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
22siamese_neural_congas_1/Mixed7a/Branch_1/Conv2d_1b_1x7/Conv2D_bias FLOAT32 [32] None 6 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
23siamese_neural_congas_1/Mixed7a/Branch_1/Conv2d_1b_1x7/Relu6 FLOAT32 [200, 8, 8, 32] None 32 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
24siamese_neural_congas_1/Mixed7a/Branch_1/Conv2d_1c_7x1/Conv2D_bias FLOAT32 [32] None 4 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
25siamese_neural_congas_1/Mixed7a/Branch_1/Conv2d_1c_7x1/Relu6 FLOAT32 [200, 8, 8, 32] None 39 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
26siamese_neural_congas_1/Mixed7a/Branch_1/Conv2d_1d_3x3/Conv2D_bias FLOAT32 [32] None 3 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
27siamese_neural_congas_1/Mixed7a/Branch_1/Conv2d_1d_3x3/Relu6 FLOAT32 [200, 4, 4, 32] None 31 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
28siamese_neural_congas_1/Mixed7a/Branch_2/MaxPool_2a_3x3/MaxPool FLOAT32 [200, 4, 4, 64] None 30 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
29siamese_neural_congas_1/Mixed7a/concat FLOAT32 [200, 4, 4, 128] None 29 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
30siamese_neural_congas_1/Mixed_6a/Branch_0/Conv2d_0a_1x1/Conv2D_bias FLOAT32 [16] None 18 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
31siamese_neural_congas_1/Mixed_6a/Branch_0/Conv2d_0a_1x1/Relu6 FLOAT32 [200, 16, 16, 16] None 40 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
32siamese_neural_congas_1/Mixed_6a/Branch_0/Conv2d_0b_3x3/Conv2D_bias FLOAT32 [16] None 28 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
33siamese_neural_congas_1/Mixed_6a/Branch_0/Conv2d_0b_3x3/Relu6 FLOAT32 [200, 8, 8, 16] None 41 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
34siamese_neural_congas_1/Mixed_6a/Branch_1/Conv2d_1a_1x1/Conv2D_bias FLOAT32 [16] None 15 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
35siamese_neural_congas_1/Mixed_6a/Branch_1/Conv2d_1a_1x1/Relu6 FLOAT32 [200, 16, 16, 16] None 37 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
36siamese_neural_congas_1/Mixed_6a/Branch_1/Conv2d_1b_3x3/Conv2D_bias FLOAT32 [16] None 53 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
37siamese_neural_congas_1/Mixed_6a/Branch_1/Conv2d_1b_3x3/Relu6 FLOAT32 [200, 16, 16, 16] None 36 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
38siamese_neural_congas_1/Mixed_6a/Branch_1/Conv2d_1c_3x3/Conv2D_bias FLOAT32 [16] None 12 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
39siamese_neural_congas_1/Mixed_6a/Branch_1/Conv2d_1c_3x3/Relu6 FLOAT32 [200, 8, 8, 16] None 35 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
40siamese_neural_congas_1/Mixed_6a/Branch_2/MaxPool_2a_3x3/MaxPool FLOAT32 [200, 8, 8, 32] None 45 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
41siamese_neural_congas_1/Mixed_6a/concat FLOAT32 [200, 8, 8, 64] None 50 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
42siamese_neural_congas_1/feature_compression/AvgPool_1a_8x8/AvgPool FLOAT32 [200, 1, 1, 128] None 27 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
43siamese_neural_congas_1/feature_compression/Conv2d_0a/BatchNorm/FusedBatchNormV3 FLOAT32 [200, 1, 1, 40] None 43 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
44siamese_neural_congas_1/feature_compression/Conv2d_0a/Conv2D_bias FLOAT32 [40] None 1 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
45siamese_neural_congas_1/feature_compression/flatten_embeddings FLOAT32 [200, 40] None 24 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
46siamese_neural_congas_1/feature_compression/flatten_embeddings/shape INT32 [2] None 25 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
47siamese_neural_congas_1/feature_compression/normalize_embeddings FLOAT32 [200, 40] None 26 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
48siamese_neural_congas_1/feature_extraction/Conv/Conv2D_bias FLOAT32 [16] None 54 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
49siamese_neural_congas_1/feature_extraction/Conv/Relu6 FLOAT32 [200, 32, 32, 16] None 42 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
50siamese_neural_congas_1/feature_extraction/Conv_1/Conv2D_bias FLOAT32 [32] None 22 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
51siamese_neural_congas_1/feature_extraction/Conv_1/Relu6 FLOAT32 [200, 16, 16, 32] None 33 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
52siamese_neural_congas_1/feature_extraction/Conv_2/Conv2D_bias FLOAT32 [32] None 20 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}
53siamese_neural_congas_1/feature_extraction/Conv_2/Relu6 FLOAT32 [200, 16, 16, 32] None 47 {'details': None, 'details_type': 0, 'max': None, 'min': None, 'quantized_dimension': 0, 'scale': None, 'zero_point': None}

Ops

indexinputsoutputsbuiltin_optionsopcode_index
00 rgb_to_grayscale_1 FLOAT32 [200, 32, 32, 1]None
13 siamese_neural_congas/feature_extraction/Conv/weights FLOAT32 [1, 3, 3, 16]None
48 siamese_neural_congas_1/feature_extraction/Conv/Conv2D_bias FLOAT32 [16]None
[0, 13, 48]		 49 siamese_neural_congas_1/feature_extraction/Conv/Relu6 FLOAT32 [200, 32, 32, 16]None
[49]		 {'depth_multiplier': 16, 'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 3, 'padding': 0, 'stride_h': 1, 'stride_w': 1} DEPTHWISE_CONV_2D (3)
149 siamese_neural_congas_1/feature_extraction/Conv/Relu6 FLOAT32 [200, 32, 32, 16]None
14 siamese_neural_congas/feature_extraction/Conv_1/weights FLOAT32 [32, 3, 3, 16]None
50 siamese_neural_congas_1/feature_extraction/Conv_1/Conv2D_bias FLOAT32 [32]None
[49, 14, 50]		 51 siamese_neural_congas_1/feature_extraction/Conv_1/Relu6 FLOAT32 [200, 16, 16, 32]None
[51]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 3, 'padding': 0, 'stride_h': 2, 'stride_w': 2} CONV_2D (2)
251 siamese_neural_congas_1/feature_extraction/Conv_1/Relu6 FLOAT32 [200, 16, 16, 32]None
15 siamese_neural_congas/feature_extraction/Conv_2/weights FLOAT32 [32, 1, 1, 32]None
52 siamese_neural_congas_1/feature_extraction/Conv_2/Conv2D_bias FLOAT32 [32]None
[51, 15, 52]		 53 siamese_neural_congas_1/feature_extraction/Conv_2/Relu6 FLOAT32 [200, 16, 16, 32]None
[53]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 3, 'padding': 0, 'stride_h': 1, 'stride_w': 1} CONV_2D (2)
353 siamese_neural_congas_1/feature_extraction/Conv_2/Relu6 FLOAT32 [200, 16, 16, 32]None
7 siamese_neural_congas/Mixed_6a/Branch_0/Conv2d_0a_1x1/weights FLOAT32 [16, 1, 1, 32]None
30 siamese_neural_congas_1/Mixed_6a/Branch_0/Conv2d_0a_1x1/Conv2D_bias FLOAT32 [16]None
[53, 7, 30]		 31 siamese_neural_congas_1/Mixed_6a/Branch_0/Conv2d_0a_1x1/Relu6 FLOAT32 [200, 16, 16, 16]None
[31]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 3, 'padding': 0, 'stride_h': 1, 'stride_w': 1} CONV_2D (2)
431 siamese_neural_congas_1/Mixed_6a/Branch_0/Conv2d_0a_1x1/Relu6 FLOAT32 [200, 16, 16, 16]None
8 siamese_neural_congas/Mixed_6a/Branch_0/Conv2d_0b_3x3/weights FLOAT32 [16, 3, 3, 16]None
32 siamese_neural_congas_1/Mixed_6a/Branch_0/Conv2d_0b_3x3/Conv2D_bias FLOAT32 [16]None
[31, 8, 32]		 33 siamese_neural_congas_1/Mixed_6a/Branch_0/Conv2d_0b_3x3/Relu6 FLOAT32 [200, 8, 8, 16]None
[33]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 3, 'padding': 0, 'stride_h': 2, 'stride_w': 2} CONV_2D (2)
553 siamese_neural_congas_1/feature_extraction/Conv_2/Relu6 FLOAT32 [200, 16, 16, 32]None
9 siamese_neural_congas/Mixed_6a/Branch_1/Conv2d_1a_1x1/weights FLOAT32 [16, 1, 1, 32]None
34 siamese_neural_congas_1/Mixed_6a/Branch_1/Conv2d_1a_1x1/Conv2D_bias FLOAT32 [16]None
[53, 9, 34]		 35 siamese_neural_congas_1/Mixed_6a/Branch_1/Conv2d_1a_1x1/Relu6 FLOAT32 [200, 16, 16, 16]None
[35]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 3, 'padding': 0, 'stride_h': 1, 'stride_w': 1} CONV_2D (2)
635 siamese_neural_congas_1/Mixed_6a/Branch_1/Conv2d_1a_1x1/Relu6 FLOAT32 [200, 16, 16, 16]None
10 siamese_neural_congas/Mixed_6a/Branch_1/Conv2d_1b_3x3/weights FLOAT32 [16, 3, 3, 16]None
36 siamese_neural_congas_1/Mixed_6a/Branch_1/Conv2d_1b_3x3/Conv2D_bias FLOAT32 [16]None
[35, 10, 36]		 37 siamese_neural_congas_1/Mixed_6a/Branch_1/Conv2d_1b_3x3/Relu6 FLOAT32 [200, 16, 16, 16]None
[37]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 3, 'padding': 0, 'stride_h': 1, 'stride_w': 1} CONV_2D (2)
737 siamese_neural_congas_1/Mixed_6a/Branch_1/Conv2d_1b_3x3/Relu6 FLOAT32 [200, 16, 16, 16]None
11 siamese_neural_congas/Mixed_6a/Branch_1/Conv2d_1c_3x3/weights FLOAT32 [16, 3, 3, 16]None
38 siamese_neural_congas_1/Mixed_6a/Branch_1/Conv2d_1c_3x3/Conv2D_bias FLOAT32 [16]None
[37, 11, 38]		 39 siamese_neural_congas_1/Mixed_6a/Branch_1/Conv2d_1c_3x3/Relu6 FLOAT32 [200, 8, 8, 16]None
[39]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 3, 'padding': 0, 'stride_h': 2, 'stride_w': 2} CONV_2D (2)
853 siamese_neural_congas_1/feature_extraction/Conv_2/Relu6 FLOAT32 [200, 16, 16, 32]None
[53]		 40 siamese_neural_congas_1/Mixed_6a/Branch_2/MaxPool_2a_3x3/MaxPool FLOAT32 [200, 8, 8, 32]None
[40]		 {'filter_height': 3, 'filter_width': 3, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 2, 'stride_w': 2} MAX_POOL_2D (5)
933 siamese_neural_congas_1/Mixed_6a/Branch_0/Conv2d_0b_3x3/Relu6 FLOAT32 [200, 8, 8, 16]None
39 siamese_neural_congas_1/Mixed_6a/Branch_1/Conv2d_1c_3x3/Relu6 FLOAT32 [200, 8, 8, 16]None
40 siamese_neural_congas_1/Mixed_6a/Branch_2/MaxPool_2a_3x3/MaxPool FLOAT32 [200, 8, 8, 32]None
[33, 39, 40]		 41 siamese_neural_congas_1/Mixed_6a/concat FLOAT32 [200, 8, 8, 64]None
[41]		 {'axis': 3, 'fused_activation_function': 0} CONCATENATION (1)
1041 siamese_neural_congas_1/Mixed_6a/concat FLOAT32 [200, 8, 8, 64]None
1 siamese_neural_congas/Mixed7a/Branch_0/Conv2d_0a_1x1/weights FLOAT32 [32, 1, 1, 64]None
16 siamese_neural_congas_1/Mixed7a/Branch_0/Conv2d_0a_1x1/Conv2D_bias FLOAT32 [32]None
[41, 1, 16]		 17 siamese_neural_congas_1/Mixed7a/Branch_0/Conv2d_0a_1x1/Relu6 FLOAT32 [200, 8, 8, 32]None
[17]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 3, 'padding': 0, 'stride_h': 1, 'stride_w': 1} CONV_2D (2)
1117 siamese_neural_congas_1/Mixed7a/Branch_0/Conv2d_0a_1x1/Relu6 FLOAT32 [200, 8, 8, 32]None
2 siamese_neural_congas/Mixed7a/Branch_0/Conv2d_0b_3x3/weights FLOAT32 [32, 3, 3, 32]None
18 siamese_neural_congas_1/Mixed7a/Branch_0/Conv2d_0b_3x3/Conv2D_bias FLOAT32 [32]None
[17, 2, 18]		 19 siamese_neural_congas_1/Mixed7a/Branch_0/Conv2d_0b_3x3/Relu6 FLOAT32 [200, 4, 4, 32]None
[19]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 3, 'padding': 0, 'stride_h': 2, 'stride_w': 2} CONV_2D (2)
1241 siamese_neural_congas_1/Mixed_6a/concat FLOAT32 [200, 8, 8, 64]None
3 siamese_neural_congas/Mixed7a/Branch_1/Conv2d_1a_1x1/weights FLOAT32 [32, 1, 1, 64]None
20 siamese_neural_congas_1/Mixed7a/Branch_1/Conv2d_1a_1x1/Conv2D_bias FLOAT32 [32]None
[41, 3, 20]		 21 siamese_neural_congas_1/Mixed7a/Branch_1/Conv2d_1a_1x1/Relu6 FLOAT32 [200, 8, 8, 32]None
[21]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 3, 'padding': 0, 'stride_h': 1, 'stride_w': 1} CONV_2D (2)
1321 siamese_neural_congas_1/Mixed7a/Branch_1/Conv2d_1a_1x1/Relu6 FLOAT32 [200, 8, 8, 32]None
4 siamese_neural_congas/Mixed7a/Branch_1/Conv2d_1b_1x7/weights FLOAT32 [32, 1, 7, 32]None
22 siamese_neural_congas_1/Mixed7a/Branch_1/Conv2d_1b_1x7/Conv2D_bias FLOAT32 [32]None
[21, 4, 22]		 23 siamese_neural_congas_1/Mixed7a/Branch_1/Conv2d_1b_1x7/Relu6 FLOAT32 [200, 8, 8, 32]None
[23]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 3, 'padding': 0, 'stride_h': 1, 'stride_w': 1} CONV_2D (2)
1423 siamese_neural_congas_1/Mixed7a/Branch_1/Conv2d_1b_1x7/Relu6 FLOAT32 [200, 8, 8, 32]None
5 siamese_neural_congas/Mixed7a/Branch_1/Conv2d_1c_7x1/weights FLOAT32 [32, 7, 1, 32]None
24 siamese_neural_congas_1/Mixed7a/Branch_1/Conv2d_1c_7x1/Conv2D_bias FLOAT32 [32]None
[23, 5, 24]		 25 siamese_neural_congas_1/Mixed7a/Branch_1/Conv2d_1c_7x1/Relu6 FLOAT32 [200, 8, 8, 32]None
[25]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 3, 'padding': 0, 'stride_h': 1, 'stride_w': 1} CONV_2D (2)
1525 siamese_neural_congas_1/Mixed7a/Branch_1/Conv2d_1c_7x1/Relu6 FLOAT32 [200, 8, 8, 32]None
6 siamese_neural_congas/Mixed7a/Branch_1/Conv2d_1d_3x3/weights FLOAT32 [32, 3, 3, 32]None
26 siamese_neural_congas_1/Mixed7a/Branch_1/Conv2d_1d_3x3/Conv2D_bias FLOAT32 [32]None
[25, 6, 26]		 27 siamese_neural_congas_1/Mixed7a/Branch_1/Conv2d_1d_3x3/Relu6 FLOAT32 [200, 4, 4, 32]None
[27]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 3, 'padding': 0, 'stride_h': 2, 'stride_w': 2} CONV_2D (2)
1641 siamese_neural_congas_1/Mixed_6a/concat FLOAT32 [200, 8, 8, 64]None
[41]		 28 siamese_neural_congas_1/Mixed7a/Branch_2/MaxPool_2a_3x3/MaxPool FLOAT32 [200, 4, 4, 64]None
[28]		 {'filter_height': 3, 'filter_width': 3, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 2, 'stride_w': 2} MAX_POOL_2D (5)
1719 siamese_neural_congas_1/Mixed7a/Branch_0/Conv2d_0b_3x3/Relu6 FLOAT32 [200, 4, 4, 32]None
27 siamese_neural_congas_1/Mixed7a/Branch_1/Conv2d_1d_3x3/Relu6 FLOAT32 [200, 4, 4, 32]None
28 siamese_neural_congas_1/Mixed7a/Branch_2/MaxPool_2a_3x3/MaxPool FLOAT32 [200, 4, 4, 64]None
[19, 27, 28]		 29 siamese_neural_congas_1/Mixed7a/concat FLOAT32 [200, 4, 4, 128]None
[29]		 {'axis': 3, 'fused_activation_function': 0} CONCATENATION (1)
1829 siamese_neural_congas_1/Mixed7a/concat FLOAT32 [200, 4, 4, 128]None
[29]		 42 siamese_neural_congas_1/feature_compression/AvgPool_1a_8x8/AvgPool FLOAT32 [200, 1, 1, 128]None
[42]		 {'filter_height': 4, 'filter_width': 4, 'fused_activation_function': 0, 'padding': 1, 'stride_h': 1, 'stride_w': 1} AVERAGE_POOL_2D (0)
1942 siamese_neural_congas_1/feature_compression/AvgPool_1a_8x8/AvgPool FLOAT32 [200, 1, 1, 128]None
12 siamese_neural_congas/feature_compression/Conv2d_0a/weights FLOAT32 [40, 1, 1, 128]None
44 siamese_neural_congas_1/feature_compression/Conv2d_0a/Conv2D_bias FLOAT32 [40]None
[42, 12, 44]		 43 siamese_neural_congas_1/feature_compression/Conv2d_0a/BatchNorm/FusedBatchNormV3 FLOAT32 [200, 1, 1, 40]None
[43]		 {'dilation_h_factor': 1, 'dilation_w_factor': 1, 'fused_activation_function': 0, 'padding': 0, 'stride_h': 1, 'stride_w': 1} CONV_2D (2)
2043 siamese_neural_congas_1/feature_compression/Conv2d_0a/BatchNorm/FusedBatchNormV3 FLOAT32 [200, 1, 1, 40]None
46 siamese_neural_congas_1/feature_compression/flatten_embeddings/shape INT32 [2]None
[43, 46]		 45 siamese_neural_congas_1/feature_compression/flatten_embeddings FLOAT32 [200, 40]None
[45]		 {'new_shape': [200, -1]} RESHAPE (6)
2145 siamese_neural_congas_1/feature_compression/flatten_embeddings FLOAT32 [200, 40]None
[45]		 47 siamese_neural_congas_1/feature_compression/normalize_embeddings FLOAT32 [200, 40]None
[47]		 {'fused_activation_function': 0} L2_NORMALIZATION (4)

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Operator Codes

indexbuiltin_codecustom_codeversion
0AVERAGE_POOL_2D 1
1CONCATENATION 1
2CONV_2D 1
3DEPTHWISE_CONV_2D 1
4L2_NORMALIZATION 1
5MAX_POOL_2D 1
6RESHAPE 1