1 // clang-format off
2 // Generated file (from: layer_norm_lstm.mod.py). Do not edit
get_examples_NoCifgPeepholeProjectionNoClippingLayerNormLstm()3 std::vector<MixedTypedExample>& get_examples_NoCifgPeepholeProjectionNoClippingLayerNormLstm() {
4 static std::vector<MixedTypedExample> examples_NoCifgPeepholeProjectionNoClippingLayerNormLstm = {
5 // Begin of an example
6 {
7 .operands = {
8 //Input(s)
9 { // See tools/test_generator/include/TestHarness.h:MixedTyped
10 // int -> Dimensions map
11 .operandDimensions = {{0, {2, 5}}, {1, {4, 5}}, {2, {4, 5}}, {3, {4, 5}}, {4, {4, 5}}, {5, {4, 3}}, {6, {4, 3}}, {7, {4, 3}}, {8, {4, 3}}, {9, {4}}, {10, {4}}, {11, {4}}, {12, {4}}, {13, {4}}, {14, {4}}, {15, {4}}, {16, {3, 4}}, {17, {0}}, {18, {2, 3}}, {19, {2, 4}}, {20, {4}}, {21, {4}}, {22, {4}}, {23, {4}}},
12 // int -> FLOAT32 map
13 .float32Operands = {{0, {0.7f, 0.8f, 0.1f, 0.2f, 0.3f, 0.3f, 0.2f, 0.9f, 0.8f, 0.1f}}, {1, {0.5f, 0.6f, 0.7f, -0.8f, -0.9f, 0.1f, 0.2f, 0.3f, -0.4f, 0.5f, -0.8f, 0.7f, -0.6f, 0.5f, -0.4f, -0.5f, -0.4f, -0.3f, -0.2f, -0.1f}}, {2, {-0.6f, -0.1f, 0.3f, 0.2f, 0.9f, -0.5f, -0.2f, -0.4f, 0.3f, -0.8f, -0.4f, 0.3f, -0.5f, -0.4f, -0.6f, 0.3f, -0.4f, -0.6f, -0.5f, -0.5f}}, {3, {-0.4f, -0.3f, -0.2f, -0.1f, -0.5f, 0.5f, -0.2f, -0.3f, -0.2f, -0.6f, 0.6f, -0.1f, -0.4f, -0.3f, -0.7f, 0.7f, -0.9f, -0.5f, 0.8f, 0.6f}}, {4, {-0.8f, -0.4f, -0.2f, -0.9f, -0.1f, -0.7f, 0.3f, -0.3f, -0.8f, -0.2f, 0.6f, -0.2f, 0.4f, -0.7f, -0.3f, -0.5f, 0.1f, 0.5f, -0.6f, -0.4f}}, {5, {-0.2f, -0.3f, 0.4f, 0.1f, -0.5f, 0.9f, -0.2f, -0.3f, -0.7f, 0.05f, -0.2f, -0.6f}}, {6, {-0.5f, -0.3f, -0.5f, -0.2f, 0.6f, 0.4f, 0.9f, 0.3f, -0.1f, 0.2f, 0.5f, 0.2f}}, {7, {-0.3f, 0.2f, 0.1f, -0.3f, 0.8f, -0.08f, -0.2f, 0.3f, 0.8f, -0.6f, -0.1f, 0.2f}}, {8, {0.3f, -0.1f, 0.1f, -0.2f, -0.5f, -0.7f, -0.2f, -0.6f, -0.1f, -0.4f, -0.7f, -0.2f}}, {9, {0.05f, 0.1f, 0.25f, 0.15f}}, {10, {-0.02f, -0.15f, -0.25f, -0.03f}}, {11, {0.1f, -0.1f, -0.5f, 0.05f}}, {12, {0.03f, 0.15f, 0.22f, 0.38f}}, {13, {0.1f, -0.3f, -0.2f, 0.1f}}, {14, {-0.05f, 0.72f, 0.25f, 0.08f}}, {15, {0.05f, -0.01f, 0.2f, 0.1f}}, {16, {-0.1f, 0.2f, 0.01f, -0.2f, 0.1f, 0.5f, 0.3f, 0.08f, 0.07f, 0.2f, -0.4f, 0.2f}}, {17, {}}, {18, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {19, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {20, {0.1f, 0.2f, 0.3f, 0.5f}}, {21, {0.2f, 0.2f, 0.4f, 0.3f}}, {22, {0.7f, 0.2f, 0.3f, 0.8f}}, {23, {0.6f, 0.2f, 0.2f, 0.5f}}},
14 // int -> INT32 map
15 .int32Operands = {},
16 // int -> QUANT8_ASYMM map
17 .quant8AsymmOperands = {},
18 // int -> QUANT16_SYMM map
19 .quant16SymmOperands = {},
20 // int -> FLOAT16 map
21 .float16Operands = {},
22 // int -> BOOL8 map
23 .bool8Operands = {},
24 // int -> QUANT8_SYMM_PER_CHANNEL map
25 .quant8ChannelOperands = {},
26 // int -> QUANT16_ASYMM map
27 .quant16AsymmOperands = {},
28 // int -> QUANT8_SYMM map
29 .quant8SymmOperands = {},
30 },
31 //Output(s)
32 { // See tools/test_generator/include/TestHarness.h:MixedTyped
33 // int -> Dimensions map
34 .operandDimensions = {{0, {2, 16}}, {1, {2, 3}}, {2, {2, 4}}, {3, {2, 3}}},
35 // int -> FLOAT32 map
36 .float32Operands = {{0, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {1, {0.024407668039203f, 0.128027379512787f, -0.001709178090096f, -0.006924282759428f, 0.08487406373024f, 0.06344497948885f}}, {2, {-0.451771229505539f, 0.376915663480759f, 0.225425109267235f, 0.232406347990036f, -0.252585828304291f, 0.330421179533005f, 0.017305245622993f, 0.366601228713989f}}, {3, {0.024407668039203f, 0.128027379512787f, -0.001709178090096f, -0.006924282759428f, 0.08487406373024f, 0.06344497948885f}}},
37 // int -> INT32 map
38 .int32Operands = {},
39 // int -> QUANT8_ASYMM map
40 .quant8AsymmOperands = {},
41 // int -> QUANT16_SYMM map
42 .quant16SymmOperands = {},
43 // int -> FLOAT16 map
44 .float16Operands = {},
45 // int -> BOOL8 map
46 .bool8Operands = {},
47 // int -> QUANT8_SYMM_PER_CHANNEL map
48 .quant8ChannelOperands = {},
49 // int -> QUANT16_ASYMM map
50 .quant16AsymmOperands = {},
51 // int -> QUANT8_SYMM map
52 .quant8SymmOperands = {},
53 }
54 },
55 }, // End of an example
56 };
57 return examples_NoCifgPeepholeProjectionNoClippingLayerNormLstm;
58 };
59
get_examples_NoCifgPeepholeProjectionNoClippingLayerNormLstm_dynamic_output_shape()60 std::vector<MixedTypedExample>& get_examples_NoCifgPeepholeProjectionNoClippingLayerNormLstm_dynamic_output_shape() {
61 static std::vector<MixedTypedExample> examples_NoCifgPeepholeProjectionNoClippingLayerNormLstm_dynamic_output_shape = {
62 // Begin of an example
63 {
64 .operands = {
65 //Input(s)
66 { // See tools/test_generator/include/TestHarness.h:MixedTyped
67 // int -> Dimensions map
68 .operandDimensions = {{0, {2, 5}}, {1, {4, 5}}, {2, {4, 5}}, {3, {4, 5}}, {4, {4, 5}}, {5, {4, 3}}, {6, {4, 3}}, {7, {4, 3}}, {8, {4, 3}}, {9, {4}}, {10, {4}}, {11, {4}}, {12, {4}}, {13, {4}}, {14, {4}}, {15, {4}}, {16, {3, 4}}, {17, {0}}, {18, {2, 3}}, {19, {2, 4}}, {20, {4}}, {21, {4}}, {22, {4}}, {23, {4}}},
69 // int -> FLOAT32 map
70 .float32Operands = {{0, {0.7f, 0.8f, 0.1f, 0.2f, 0.3f, 0.3f, 0.2f, 0.9f, 0.8f, 0.1f}}, {1, {0.5f, 0.6f, 0.7f, -0.8f, -0.9f, 0.1f, 0.2f, 0.3f, -0.4f, 0.5f, -0.8f, 0.7f, -0.6f, 0.5f, -0.4f, -0.5f, -0.4f, -0.3f, -0.2f, -0.1f}}, {2, {-0.6f, -0.1f, 0.3f, 0.2f, 0.9f, -0.5f, -0.2f, -0.4f, 0.3f, -0.8f, -0.4f, 0.3f, -0.5f, -0.4f, -0.6f, 0.3f, -0.4f, -0.6f, -0.5f, -0.5f}}, {3, {-0.4f, -0.3f, -0.2f, -0.1f, -0.5f, 0.5f, -0.2f, -0.3f, -0.2f, -0.6f, 0.6f, -0.1f, -0.4f, -0.3f, -0.7f, 0.7f, -0.9f, -0.5f, 0.8f, 0.6f}}, {4, {-0.8f, -0.4f, -0.2f, -0.9f, -0.1f, -0.7f, 0.3f, -0.3f, -0.8f, -0.2f, 0.6f, -0.2f, 0.4f, -0.7f, -0.3f, -0.5f, 0.1f, 0.5f, -0.6f, -0.4f}}, {5, {-0.2f, -0.3f, 0.4f, 0.1f, -0.5f, 0.9f, -0.2f, -0.3f, -0.7f, 0.05f, -0.2f, -0.6f}}, {6, {-0.5f, -0.3f, -0.5f, -0.2f, 0.6f, 0.4f, 0.9f, 0.3f, -0.1f, 0.2f, 0.5f, 0.2f}}, {7, {-0.3f, 0.2f, 0.1f, -0.3f, 0.8f, -0.08f, -0.2f, 0.3f, 0.8f, -0.6f, -0.1f, 0.2f}}, {8, {0.3f, -0.1f, 0.1f, -0.2f, -0.5f, -0.7f, -0.2f, -0.6f, -0.1f, -0.4f, -0.7f, -0.2f}}, {9, {0.05f, 0.1f, 0.25f, 0.15f}}, {10, {-0.02f, -0.15f, -0.25f, -0.03f}}, {11, {0.1f, -0.1f, -0.5f, 0.05f}}, {12, {0.03f, 0.15f, 0.22f, 0.38f}}, {13, {0.1f, -0.3f, -0.2f, 0.1f}}, {14, {-0.05f, 0.72f, 0.25f, 0.08f}}, {15, {0.05f, -0.01f, 0.2f, 0.1f}}, {16, {-0.1f, 0.2f, 0.01f, -0.2f, 0.1f, 0.5f, 0.3f, 0.08f, 0.07f, 0.2f, -0.4f, 0.2f}}, {17, {}}, {18, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {19, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {20, {0.1f, 0.2f, 0.3f, 0.5f}}, {21, {0.2f, 0.2f, 0.4f, 0.3f}}, {22, {0.7f, 0.2f, 0.3f, 0.8f}}, {23, {0.6f, 0.2f, 0.2f, 0.5f}}},
71 // int -> INT32 map
72 .int32Operands = {},
73 // int -> QUANT8_ASYMM map
74 .quant8AsymmOperands = {},
75 // int -> QUANT16_SYMM map
76 .quant16SymmOperands = {},
77 // int -> FLOAT16 map
78 .float16Operands = {},
79 // int -> BOOL8 map
80 .bool8Operands = {},
81 // int -> QUANT8_SYMM_PER_CHANNEL map
82 .quant8ChannelOperands = {},
83 // int -> QUANT16_ASYMM map
84 .quant16AsymmOperands = {},
85 // int -> QUANT8_SYMM map
86 .quant8SymmOperands = {},
87 },
88 //Output(s)
89 { // See tools/test_generator/include/TestHarness.h:MixedTyped
90 // int -> Dimensions map
91 .operandDimensions = {{0, {2, 16}}, {1, {2, 3}}, {2, {2, 4}}, {3, {2, 3}}},
92 // int -> FLOAT32 map
93 .float32Operands = {{0, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {1, {0.024407668039203f, 0.128027379512787f, -0.001709178090096f, -0.006924282759428f, 0.08487406373024f, 0.06344497948885f}}, {2, {-0.451771229505539f, 0.376915663480759f, 0.225425109267235f, 0.232406347990036f, -0.252585828304291f, 0.330421179533005f, 0.017305245622993f, 0.366601228713989f}}, {3, {0.024407668039203f, 0.128027379512787f, -0.001709178090096f, -0.006924282759428f, 0.08487406373024f, 0.06344497948885f}}},
94 // int -> INT32 map
95 .int32Operands = {},
96 // int -> QUANT8_ASYMM map
97 .quant8AsymmOperands = {},
98 // int -> QUANT16_SYMM map
99 .quant16SymmOperands = {},
100 // int -> FLOAT16 map
101 .float16Operands = {},
102 // int -> BOOL8 map
103 .bool8Operands = {},
104 // int -> QUANT8_SYMM_PER_CHANNEL map
105 .quant8ChannelOperands = {},
106 // int -> QUANT16_ASYMM map
107 .quant16AsymmOperands = {},
108 // int -> QUANT8_SYMM map
109 .quant8SymmOperands = {},
110 }
111 },
112 }, // End of an example
113 };
114 return examples_NoCifgPeepholeProjectionNoClippingLayerNormLstm_dynamic_output_shape;
115 };
116
get_examples_NoCifgPeepholeProjectionNoClippingLayerNormLstm_2()117 std::vector<MixedTypedExample>& get_examples_NoCifgPeepholeProjectionNoClippingLayerNormLstm_2() {
118 static std::vector<MixedTypedExample> examples_NoCifgPeepholeProjectionNoClippingLayerNormLstm_2 = {
119 // Begin of an example
120 {
121 .operands = {
122 //Input(s)
123 { // See tools/test_generator/include/TestHarness.h:MixedTyped
124 // int -> Dimensions map
125 .operandDimensions = {{0, {2, 5}}, {1, {4, 5}}, {2, {4, 5}}, {3, {4, 5}}, {4, {4, 5}}, {5, {4, 3}}, {6, {4, 3}}, {7, {4, 3}}, {8, {4, 3}}, {9, {4}}, {10, {4}}, {11, {4}}, {12, {4}}, {13, {4}}, {14, {4}}, {15, {4}}, {16, {3, 4}}, {17, {0}}, {18, {2, 3}}, {19, {2, 4}}, {20, {4}}, {21, {4}}, {22, {4}}, {23, {4}}},
126 // int -> FLOAT32 map
127 .float32Operands = {{0, {0.8f, 0.1f, 0.2f, 0.4f, 0.5f, 0.1f, 0.5f, 0.2f, 0.4f, 0.2f}}, {1, {0.5f, 0.6f, 0.7f, -0.8f, -0.9f, 0.1f, 0.2f, 0.3f, -0.4f, 0.5f, -0.8f, 0.7f, -0.6f, 0.5f, -0.4f, -0.5f, -0.4f, -0.3f, -0.2f, -0.1f}}, {2, {-0.6f, -0.1f, 0.3f, 0.2f, 0.9f, -0.5f, -0.2f, -0.4f, 0.3f, -0.8f, -0.4f, 0.3f, -0.5f, -0.4f, -0.6f, 0.3f, -0.4f, -0.6f, -0.5f, -0.5f}}, {3, {-0.4f, -0.3f, -0.2f, -0.1f, -0.5f, 0.5f, -0.2f, -0.3f, -0.2f, -0.6f, 0.6f, -0.1f, -0.4f, -0.3f, -0.7f, 0.7f, -0.9f, -0.5f, 0.8f, 0.6f}}, {4, {-0.8f, -0.4f, -0.2f, -0.9f, -0.1f, -0.7f, 0.3f, -0.3f, -0.8f, -0.2f, 0.6f, -0.2f, 0.4f, -0.7f, -0.3f, -0.5f, 0.1f, 0.5f, -0.6f, -0.4f}}, {5, {-0.2f, -0.3f, 0.4f, 0.1f, -0.5f, 0.9f, -0.2f, -0.3f, -0.7f, 0.05f, -0.2f, -0.6f}}, {6, {-0.5f, -0.3f, -0.5f, -0.2f, 0.6f, 0.4f, 0.9f, 0.3f, -0.1f, 0.2f, 0.5f, 0.2f}}, {7, {-0.3f, 0.2f, 0.1f, -0.3f, 0.8f, -0.08f, -0.2f, 0.3f, 0.8f, -0.6f, -0.1f, 0.2f}}, {8, {0.3f, -0.1f, 0.1f, -0.2f, -0.5f, -0.7f, -0.2f, -0.6f, -0.1f, -0.4f, -0.7f, -0.2f}}, {9, {0.05f, 0.1f, 0.25f, 0.15f}}, {10, {-0.02f, -0.15f, -0.25f, -0.03f}}, {11, {0.1f, -0.1f, -0.5f, 0.05f}}, {12, {0.03f, 0.15f, 0.22f, 0.38f}}, {13, {0.1f, -0.3f, -0.2f, 0.1f}}, {14, {-0.05f, 0.72f, 0.25f, 0.08f}}, {15, {0.05f, -0.01f, 0.2f, 0.1f}}, {16, {-0.1f, 0.2f, 0.01f, -0.2f, 0.1f, 0.5f, 0.3f, 0.08f, 0.07f, 0.2f, -0.4f, 0.2f}}, {17, {}}, {18, {0.024407668039203f, 0.128027379512787f, -0.001709178090096f, -0.006924282759428f, 0.08487406373024f, 0.06344497948885f}}, {19, {-0.451771229505539f, 0.376915663480759f, 0.225425109267235f, 0.232406347990036f, -0.252585828304291f, 0.330421179533005f, 0.017305245622993f, 0.366601228713989f}}, {20, {0.1f, 0.2f, 0.3f, 0.5f}}, {21, {0.2f, 0.2f, 0.4f, 0.3f}}, {22, {0.7f, 0.2f, 0.3f, 0.8f}}, {23, {0.6f, 0.2f, 0.2f, 0.5f}}},
128 // int -> INT32 map
129 .int32Operands = {},
130 // int -> QUANT8_ASYMM map
131 .quant8AsymmOperands = {},
132 // int -> QUANT16_SYMM map
133 .quant16SymmOperands = {},
134 // int -> FLOAT16 map
135 .float16Operands = {},
136 // int -> BOOL8 map
137 .bool8Operands = {},
138 // int -> QUANT8_SYMM_PER_CHANNEL map
139 .quant8ChannelOperands = {},
140 // int -> QUANT16_ASYMM map
141 .quant16AsymmOperands = {},
142 // int -> QUANT8_SYMM map
143 .quant8SymmOperands = {},
144 },
145 //Output(s)
146 { // See tools/test_generator/include/TestHarness.h:MixedTyped
147 // int -> Dimensions map
148 .operandDimensions = {{0, {2, 16}}, {1, {2, 3}}, {2, {2, 4}}, {3, {2, 3}}},
149 // int -> FLOAT32 map
150 .float32Operands = {{0, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {1, {0.013764165341854f, 0.140751048922539f, 0.039583537727594f, -0.004039138555527f, 0.139963015913963f, 0.072681039571762f}}, {2, {-0.645632147789001f, 0.518238246440887f, 0.168679088354111f, 0.555787742137909f, -0.49367481470108f, 0.475847363471985f, 0.106874041259289f, 0.50430965423584f}}, {3, {0.013764165341854f, 0.140751048922539f, 0.039583537727594f, -0.004039138555527f, 0.139963015913963f, 0.072681039571762f}}},
151 // int -> INT32 map
152 .int32Operands = {},
153 // int -> QUANT8_ASYMM map
154 .quant8AsymmOperands = {},
155 // int -> QUANT16_SYMM map
156 .quant16SymmOperands = {},
157 // int -> FLOAT16 map
158 .float16Operands = {},
159 // int -> BOOL8 map
160 .bool8Operands = {},
161 // int -> QUANT8_SYMM_PER_CHANNEL map
162 .quant8ChannelOperands = {},
163 // int -> QUANT16_ASYMM map
164 .quant16AsymmOperands = {},
165 // int -> QUANT8_SYMM map
166 .quant8SymmOperands = {},
167 }
168 },
169 }, // End of an example
170 };
171 return examples_NoCifgPeepholeProjectionNoClippingLayerNormLstm_2;
172 };
173
get_examples_NoCifgPeepholeProjectionNoClippingLayerNormLstm_dynamic_output_shape_2()174 std::vector<MixedTypedExample>& get_examples_NoCifgPeepholeProjectionNoClippingLayerNormLstm_dynamic_output_shape_2() {
175 static std::vector<MixedTypedExample> examples_NoCifgPeepholeProjectionNoClippingLayerNormLstm_dynamic_output_shape_2 = {
176 // Begin of an example
177 {
178 .operands = {
179 //Input(s)
180 { // See tools/test_generator/include/TestHarness.h:MixedTyped
181 // int -> Dimensions map
182 .operandDimensions = {{0, {2, 5}}, {1, {4, 5}}, {2, {4, 5}}, {3, {4, 5}}, {4, {4, 5}}, {5, {4, 3}}, {6, {4, 3}}, {7, {4, 3}}, {8, {4, 3}}, {9, {4}}, {10, {4}}, {11, {4}}, {12, {4}}, {13, {4}}, {14, {4}}, {15, {4}}, {16, {3, 4}}, {17, {0}}, {18, {2, 3}}, {19, {2, 4}}, {20, {4}}, {21, {4}}, {22, {4}}, {23, {4}}},
183 // int -> FLOAT32 map
184 .float32Operands = {{0, {0.8f, 0.1f, 0.2f, 0.4f, 0.5f, 0.1f, 0.5f, 0.2f, 0.4f, 0.2f}}, {1, {0.5f, 0.6f, 0.7f, -0.8f, -0.9f, 0.1f, 0.2f, 0.3f, -0.4f, 0.5f, -0.8f, 0.7f, -0.6f, 0.5f, -0.4f, -0.5f, -0.4f, -0.3f, -0.2f, -0.1f}}, {2, {-0.6f, -0.1f, 0.3f, 0.2f, 0.9f, -0.5f, -0.2f, -0.4f, 0.3f, -0.8f, -0.4f, 0.3f, -0.5f, -0.4f, -0.6f, 0.3f, -0.4f, -0.6f, -0.5f, -0.5f}}, {3, {-0.4f, -0.3f, -0.2f, -0.1f, -0.5f, 0.5f, -0.2f, -0.3f, -0.2f, -0.6f, 0.6f, -0.1f, -0.4f, -0.3f, -0.7f, 0.7f, -0.9f, -0.5f, 0.8f, 0.6f}}, {4, {-0.8f, -0.4f, -0.2f, -0.9f, -0.1f, -0.7f, 0.3f, -0.3f, -0.8f, -0.2f, 0.6f, -0.2f, 0.4f, -0.7f, -0.3f, -0.5f, 0.1f, 0.5f, -0.6f, -0.4f}}, {5, {-0.2f, -0.3f, 0.4f, 0.1f, -0.5f, 0.9f, -0.2f, -0.3f, -0.7f, 0.05f, -0.2f, -0.6f}}, {6, {-0.5f, -0.3f, -0.5f, -0.2f, 0.6f, 0.4f, 0.9f, 0.3f, -0.1f, 0.2f, 0.5f, 0.2f}}, {7, {-0.3f, 0.2f, 0.1f, -0.3f, 0.8f, -0.08f, -0.2f, 0.3f, 0.8f, -0.6f, -0.1f, 0.2f}}, {8, {0.3f, -0.1f, 0.1f, -0.2f, -0.5f, -0.7f, -0.2f, -0.6f, -0.1f, -0.4f, -0.7f, -0.2f}}, {9, {0.05f, 0.1f, 0.25f, 0.15f}}, {10, {-0.02f, -0.15f, -0.25f, -0.03f}}, {11, {0.1f, -0.1f, -0.5f, 0.05f}}, {12, {0.03f, 0.15f, 0.22f, 0.38f}}, {13, {0.1f, -0.3f, -0.2f, 0.1f}}, {14, {-0.05f, 0.72f, 0.25f, 0.08f}}, {15, {0.05f, -0.01f, 0.2f, 0.1f}}, {16, {-0.1f, 0.2f, 0.01f, -0.2f, 0.1f, 0.5f, 0.3f, 0.08f, 0.07f, 0.2f, -0.4f, 0.2f}}, {17, {}}, {18, {0.024407668039203f, 0.128027379512787f, -0.001709178090096f, -0.006924282759428f, 0.08487406373024f, 0.06344497948885f}}, {19, {-0.451771229505539f, 0.376915663480759f, 0.225425109267235f, 0.232406347990036f, -0.252585828304291f, 0.330421179533005f, 0.017305245622993f, 0.366601228713989f}}, {20, {0.1f, 0.2f, 0.3f, 0.5f}}, {21, {0.2f, 0.2f, 0.4f, 0.3f}}, {22, {0.7f, 0.2f, 0.3f, 0.8f}}, {23, {0.6f, 0.2f, 0.2f, 0.5f}}},
185 // int -> INT32 map
186 .int32Operands = {},
187 // int -> QUANT8_ASYMM map
188 .quant8AsymmOperands = {},
189 // int -> QUANT16_SYMM map
190 .quant16SymmOperands = {},
191 // int -> FLOAT16 map
192 .float16Operands = {},
193 // int -> BOOL8 map
194 .bool8Operands = {},
195 // int -> QUANT8_SYMM_PER_CHANNEL map
196 .quant8ChannelOperands = {},
197 // int -> QUANT16_ASYMM map
198 .quant16AsymmOperands = {},
199 // int -> QUANT8_SYMM map
200 .quant8SymmOperands = {},
201 },
202 //Output(s)
203 { // See tools/test_generator/include/TestHarness.h:MixedTyped
204 // int -> Dimensions map
205 .operandDimensions = {{0, {2, 16}}, {1, {2, 3}}, {2, {2, 4}}, {3, {2, 3}}},
206 // int -> FLOAT32 map
207 .float32Operands = {{0, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {1, {0.013764165341854f, 0.140751048922539f, 0.039583537727594f, -0.004039138555527f, 0.139963015913963f, 0.072681039571762f}}, {2, {-0.645632147789001f, 0.518238246440887f, 0.168679088354111f, 0.555787742137909f, -0.49367481470108f, 0.475847363471985f, 0.106874041259289f, 0.50430965423584f}}, {3, {0.013764165341854f, 0.140751048922539f, 0.039583537727594f, -0.004039138555527f, 0.139963015913963f, 0.072681039571762f}}},
208 // int -> INT32 map
209 .int32Operands = {},
210 // int -> QUANT8_ASYMM map
211 .quant8AsymmOperands = {},
212 // int -> QUANT16_SYMM map
213 .quant16SymmOperands = {},
214 // int -> FLOAT16 map
215 .float16Operands = {},
216 // int -> BOOL8 map
217 .bool8Operands = {},
218 // int -> QUANT8_SYMM_PER_CHANNEL map
219 .quant8ChannelOperands = {},
220 // int -> QUANT16_ASYMM map
221 .quant16AsymmOperands = {},
222 // int -> QUANT8_SYMM map
223 .quant8SymmOperands = {},
224 }
225 },
226 }, // End of an example
227 };
228 return examples_NoCifgPeepholeProjectionNoClippingLayerNormLstm_dynamic_output_shape_2;
229 };
230
get_examples_NoCifgPeepholeProjectionNoClippingLayerNormLstm_3()231 std::vector<MixedTypedExample>& get_examples_NoCifgPeepholeProjectionNoClippingLayerNormLstm_3() {
232 static std::vector<MixedTypedExample> examples_NoCifgPeepholeProjectionNoClippingLayerNormLstm_3 = {
233 // Begin of an example
234 {
235 .operands = {
236 //Input(s)
237 { // See tools/test_generator/include/TestHarness.h:MixedTyped
238 // int -> Dimensions map
239 .operandDimensions = {{0, {2, 5}}, {1, {4, 5}}, {2, {4, 5}}, {3, {4, 5}}, {4, {4, 5}}, {5, {4, 3}}, {6, {4, 3}}, {7, {4, 3}}, {8, {4, 3}}, {9, {4}}, {10, {4}}, {11, {4}}, {12, {4}}, {13, {4}}, {14, {4}}, {15, {4}}, {16, {3, 4}}, {17, {0}}, {18, {2, 3}}, {19, {2, 4}}, {20, {4}}, {21, {4}}, {22, {4}}, {23, {4}}},
240 // int -> FLOAT32 map
241 .float32Operands = {{0, {0.2f, 0.7f, 0.7f, 0.1f, 0.7f, 0.6f, 0.9f, 0.2f, 0.5f, 0.7f}}, {1, {0.5f, 0.6f, 0.7f, -0.8f, -0.9f, 0.1f, 0.2f, 0.3f, -0.4f, 0.5f, -0.8f, 0.7f, -0.6f, 0.5f, -0.4f, -0.5f, -0.4f, -0.3f, -0.2f, -0.1f}}, {2, {-0.6f, -0.1f, 0.3f, 0.2f, 0.9f, -0.5f, -0.2f, -0.4f, 0.3f, -0.8f, -0.4f, 0.3f, -0.5f, -0.4f, -0.6f, 0.3f, -0.4f, -0.6f, -0.5f, -0.5f}}, {3, {-0.4f, -0.3f, -0.2f, -0.1f, -0.5f, 0.5f, -0.2f, -0.3f, -0.2f, -0.6f, 0.6f, -0.1f, -0.4f, -0.3f, -0.7f, 0.7f, -0.9f, -0.5f, 0.8f, 0.6f}}, {4, {-0.8f, -0.4f, -0.2f, -0.9f, -0.1f, -0.7f, 0.3f, -0.3f, -0.8f, -0.2f, 0.6f, -0.2f, 0.4f, -0.7f, -0.3f, -0.5f, 0.1f, 0.5f, -0.6f, -0.4f}}, {5, {-0.2f, -0.3f, 0.4f, 0.1f, -0.5f, 0.9f, -0.2f, -0.3f, -0.7f, 0.05f, -0.2f, -0.6f}}, {6, {-0.5f, -0.3f, -0.5f, -0.2f, 0.6f, 0.4f, 0.9f, 0.3f, -0.1f, 0.2f, 0.5f, 0.2f}}, {7, {-0.3f, 0.2f, 0.1f, -0.3f, 0.8f, -0.08f, -0.2f, 0.3f, 0.8f, -0.6f, -0.1f, 0.2f}}, {8, {0.3f, -0.1f, 0.1f, -0.2f, -0.5f, -0.7f, -0.2f, -0.6f, -0.1f, -0.4f, -0.7f, -0.2f}}, {9, {0.05f, 0.1f, 0.25f, 0.15f}}, {10, {-0.02f, -0.15f, -0.25f, -0.03f}}, {11, {0.1f, -0.1f, -0.5f, 0.05f}}, {12, {0.03f, 0.15f, 0.22f, 0.38f}}, {13, {0.1f, -0.3f, -0.2f, 0.1f}}, {14, {-0.05f, 0.72f, 0.25f, 0.08f}}, {15, {0.05f, -0.01f, 0.2f, 0.1f}}, {16, {-0.1f, 0.2f, 0.01f, -0.2f, 0.1f, 0.5f, 0.3f, 0.08f, 0.07f, 0.2f, -0.4f, 0.2f}}, {17, {}}, {18, {0.013764165341854f, 0.140751048922539f, 0.039583537727594f, -0.004039138555527f, 0.139963015913963f, 0.072681039571762f}}, {19, {-0.645632147789001f, 0.518238246440887f, 0.168679088354111f, 0.555787742137909f, -0.49367481470108f, 0.475847363471985f, 0.106874041259289f, 0.50430965423584f}}, {20, {0.1f, 0.2f, 0.3f, 0.5f}}, {21, {0.2f, 0.2f, 0.4f, 0.3f}}, {22, {0.7f, 0.2f, 0.3f, 0.8f}}, {23, {0.6f, 0.2f, 0.2f, 0.5f}}},
242 // int -> INT32 map
243 .int32Operands = {},
244 // int -> QUANT8_ASYMM map
245 .quant8AsymmOperands = {},
246 // int -> QUANT16_SYMM map
247 .quant16SymmOperands = {},
248 // int -> FLOAT16 map
249 .float16Operands = {},
250 // int -> BOOL8 map
251 .bool8Operands = {},
252 // int -> QUANT8_SYMM_PER_CHANNEL map
253 .quant8ChannelOperands = {},
254 // int -> QUANT16_ASYMM map
255 .quant16AsymmOperands = {},
256 // int -> QUANT8_SYMM map
257 .quant8SymmOperands = {},
258 },
259 //Output(s)
260 { // See tools/test_generator/include/TestHarness.h:MixedTyped
261 // int -> Dimensions map
262 .operandDimensions = {{0, {2, 16}}, {1, {2, 3}}, {2, {2, 4}}, {3, {2, 3}}},
263 // int -> FLOAT32 map
264 .float32Operands = {{0, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {1, {-0.004592306911945f, 0.155278354883194f, 0.083737745881081f, 0.007527053356171f, 0.161902531981468f, 0.056137066334486f}}, {2, {-0.742560744285583f, 0.579139292240143f, 0.114988230168819f, 0.649957716464996f, -0.686565399169922f, 0.548869132995605f, 0.17313876748085f, 0.587379336357117f}}, {3, {-0.004592306911945f, 0.155278354883194f, 0.083737745881081f, 0.007527053356171f, 0.161902531981468f, 0.056137066334486f}}},
265 // int -> INT32 map
266 .int32Operands = {},
267 // int -> QUANT8_ASYMM map
268 .quant8AsymmOperands = {},
269 // int -> QUANT16_SYMM map
270 .quant16SymmOperands = {},
271 // int -> FLOAT16 map
272 .float16Operands = {},
273 // int -> BOOL8 map
274 .bool8Operands = {},
275 // int -> QUANT8_SYMM_PER_CHANNEL map
276 .quant8ChannelOperands = {},
277 // int -> QUANT16_ASYMM map
278 .quant16AsymmOperands = {},
279 // int -> QUANT8_SYMM map
280 .quant8SymmOperands = {},
281 }
282 },
283 }, // End of an example
284 };
285 return examples_NoCifgPeepholeProjectionNoClippingLayerNormLstm_3;
286 };
287
get_examples_NoCifgPeepholeProjectionNoClippingLayerNormLstm_dynamic_output_shape_3()288 std::vector<MixedTypedExample>& get_examples_NoCifgPeepholeProjectionNoClippingLayerNormLstm_dynamic_output_shape_3() {
289 static std::vector<MixedTypedExample> examples_NoCifgPeepholeProjectionNoClippingLayerNormLstm_dynamic_output_shape_3 = {
290 // Begin of an example
291 {
292 .operands = {
293 //Input(s)
294 { // See tools/test_generator/include/TestHarness.h:MixedTyped
295 // int -> Dimensions map
296 .operandDimensions = {{0, {2, 5}}, {1, {4, 5}}, {2, {4, 5}}, {3, {4, 5}}, {4, {4, 5}}, {5, {4, 3}}, {6, {4, 3}}, {7, {4, 3}}, {8, {4, 3}}, {9, {4}}, {10, {4}}, {11, {4}}, {12, {4}}, {13, {4}}, {14, {4}}, {15, {4}}, {16, {3, 4}}, {17, {0}}, {18, {2, 3}}, {19, {2, 4}}, {20, {4}}, {21, {4}}, {22, {4}}, {23, {4}}},
297 // int -> FLOAT32 map
298 .float32Operands = {{0, {0.2f, 0.7f, 0.7f, 0.1f, 0.7f, 0.6f, 0.9f, 0.2f, 0.5f, 0.7f}}, {1, {0.5f, 0.6f, 0.7f, -0.8f, -0.9f, 0.1f, 0.2f, 0.3f, -0.4f, 0.5f, -0.8f, 0.7f, -0.6f, 0.5f, -0.4f, -0.5f, -0.4f, -0.3f, -0.2f, -0.1f}}, {2, {-0.6f, -0.1f, 0.3f, 0.2f, 0.9f, -0.5f, -0.2f, -0.4f, 0.3f, -0.8f, -0.4f, 0.3f, -0.5f, -0.4f, -0.6f, 0.3f, -0.4f, -0.6f, -0.5f, -0.5f}}, {3, {-0.4f, -0.3f, -0.2f, -0.1f, -0.5f, 0.5f, -0.2f, -0.3f, -0.2f, -0.6f, 0.6f, -0.1f, -0.4f, -0.3f, -0.7f, 0.7f, -0.9f, -0.5f, 0.8f, 0.6f}}, {4, {-0.8f, -0.4f, -0.2f, -0.9f, -0.1f, -0.7f, 0.3f, -0.3f, -0.8f, -0.2f, 0.6f, -0.2f, 0.4f, -0.7f, -0.3f, -0.5f, 0.1f, 0.5f, -0.6f, -0.4f}}, {5, {-0.2f, -0.3f, 0.4f, 0.1f, -0.5f, 0.9f, -0.2f, -0.3f, -0.7f, 0.05f, -0.2f, -0.6f}}, {6, {-0.5f, -0.3f, -0.5f, -0.2f, 0.6f, 0.4f, 0.9f, 0.3f, -0.1f, 0.2f, 0.5f, 0.2f}}, {7, {-0.3f, 0.2f, 0.1f, -0.3f, 0.8f, -0.08f, -0.2f, 0.3f, 0.8f, -0.6f, -0.1f, 0.2f}}, {8, {0.3f, -0.1f, 0.1f, -0.2f, -0.5f, -0.7f, -0.2f, -0.6f, -0.1f, -0.4f, -0.7f, -0.2f}}, {9, {0.05f, 0.1f, 0.25f, 0.15f}}, {10, {-0.02f, -0.15f, -0.25f, -0.03f}}, {11, {0.1f, -0.1f, -0.5f, 0.05f}}, {12, {0.03f, 0.15f, 0.22f, 0.38f}}, {13, {0.1f, -0.3f, -0.2f, 0.1f}}, {14, {-0.05f, 0.72f, 0.25f, 0.08f}}, {15, {0.05f, -0.01f, 0.2f, 0.1f}}, {16, {-0.1f, 0.2f, 0.01f, -0.2f, 0.1f, 0.5f, 0.3f, 0.08f, 0.07f, 0.2f, -0.4f, 0.2f}}, {17, {}}, {18, {0.013764165341854f, 0.140751048922539f, 0.039583537727594f, -0.004039138555527f, 0.139963015913963f, 0.072681039571762f}}, {19, {-0.645632147789001f, 0.518238246440887f, 0.168679088354111f, 0.555787742137909f, -0.49367481470108f, 0.475847363471985f, 0.106874041259289f, 0.50430965423584f}}, {20, {0.1f, 0.2f, 0.3f, 0.5f}}, {21, {0.2f, 0.2f, 0.4f, 0.3f}}, {22, {0.7f, 0.2f, 0.3f, 0.8f}}, {23, {0.6f, 0.2f, 0.2f, 0.5f}}},
299 // int -> INT32 map
300 .int32Operands = {},
301 // int -> QUANT8_ASYMM map
302 .quant8AsymmOperands = {},
303 // int -> QUANT16_SYMM map
304 .quant16SymmOperands = {},
305 // int -> FLOAT16 map
306 .float16Operands = {},
307 // int -> BOOL8 map
308 .bool8Operands = {},
309 // int -> QUANT8_SYMM_PER_CHANNEL map
310 .quant8ChannelOperands = {},
311 // int -> QUANT16_ASYMM map
312 .quant16AsymmOperands = {},
313 // int -> QUANT8_SYMM map
314 .quant8SymmOperands = {},
315 },
316 //Output(s)
317 { // See tools/test_generator/include/TestHarness.h:MixedTyped
318 // int -> Dimensions map
319 .operandDimensions = {{0, {2, 16}}, {1, {2, 3}}, {2, {2, 4}}, {3, {2, 3}}},
320 // int -> FLOAT32 map
321 .float32Operands = {{0, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {1, {-0.004592306911945f, 0.155278354883194f, 0.083737745881081f, 0.007527053356171f, 0.161902531981468f, 0.056137066334486f}}, {2, {-0.742560744285583f, 0.579139292240143f, 0.114988230168819f, 0.649957716464996f, -0.686565399169922f, 0.548869132995605f, 0.17313876748085f, 0.587379336357117f}}, {3, {-0.004592306911945f, 0.155278354883194f, 0.083737745881081f, 0.007527053356171f, 0.161902531981468f, 0.056137066334486f}}},
322 // int -> INT32 map
323 .int32Operands = {},
324 // int -> QUANT8_ASYMM map
325 .quant8AsymmOperands = {},
326 // int -> QUANT16_SYMM map
327 .quant16SymmOperands = {},
328 // int -> FLOAT16 map
329 .float16Operands = {},
330 // int -> BOOL8 map
331 .bool8Operands = {},
332 // int -> QUANT8_SYMM_PER_CHANNEL map
333 .quant8ChannelOperands = {},
334 // int -> QUANT16_ASYMM map
335 .quant16AsymmOperands = {},
336 // int -> QUANT8_SYMM map
337 .quant8SymmOperands = {},
338 }
339 },
340 }, // End of an example
341 };
342 return examples_NoCifgPeepholeProjectionNoClippingLayerNormLstm_dynamic_output_shape_3;
343 };
344
get_examples_CifgPeepholeProjectionNoClippingLayerNormLstm()345 std::vector<MixedTypedExample>& get_examples_CifgPeepholeProjectionNoClippingLayerNormLstm() {
346 static std::vector<MixedTypedExample> examples_CifgPeepholeProjectionNoClippingLayerNormLstm = {
347 // Begin of an example
348 {
349 .operands = {
350 //Input(s)
351 { // See tools/test_generator/include/TestHarness.h:MixedTyped
352 // int -> Dimensions map
353 .operandDimensions = {{0, {2, 5}}, {1, {0, 0}}, {2, {4, 5}}, {3, {4, 5}}, {4, {4, 5}}, {5, {0, 0}}, {6, {4, 3}}, {7, {4, 3}}, {8, {4, 3}}, {9, {0}}, {10, {4}}, {11, {4}}, {12, {0}}, {13, {4}}, {14, {4}}, {15, {4}}, {16, {3, 4}}, {17, {0}}, {18, {2, 3}}, {19, {2, 4}}, {20, {0}}, {21, {4}}, {22, {4}}, {23, {4}}},
354 // int -> FLOAT32 map
355 .float32Operands = {{0, {0.7f, 0.8f, 0.1f, 0.2f, 0.3f, 0.3f, 0.2f, 0.9f, 0.8f, 0.1f}}, {1, {}}, {2, {-0.6f, -0.1f, 0.3f, 0.2f, 0.9f, -0.5f, -0.2f, -0.4f, 0.3f, -0.8f, -0.4f, 0.3f, -0.5f, -0.4f, -0.6f, 0.3f, -0.4f, -0.6f, -0.5f, -0.5f}}, {3, {-0.4f, -0.3f, -0.2f, -0.1f, -0.5f, 0.5f, -0.2f, -0.3f, -0.2f, -0.6f, 0.6f, -0.1f, -0.4f, -0.3f, -0.7f, 0.7f, -0.9f, -0.5f, 0.8f, 0.6f}}, {4, {-0.8f, -0.4f, -0.2f, -0.9f, -0.1f, -0.7f, 0.3f, -0.3f, -0.8f, -0.2f, 0.6f, -0.2f, 0.4f, -0.7f, -0.3f, -0.5f, 0.1f, 0.5f, -0.6f, -0.4f}}, {5, {}}, {6, {-0.5f, -0.3f, -0.5f, -0.2f, 0.6f, 0.4f, 0.9f, 0.3f, -0.1f, 0.2f, 0.5f, 0.2f}}, {7, {-0.3f, 0.2f, 0.1f, -0.3f, 0.8f, -0.08f, -0.2f, 0.3f, 0.8f, -0.6f, -0.1f, 0.2f}}, {8, {0.3f, -0.1f, 0.1f, -0.2f, -0.5f, -0.7f, -0.2f, -0.6f, -0.1f, -0.4f, -0.7f, -0.2f}}, {9, {}}, {10, {-0.02f, -0.15f, -0.25f, -0.03f}}, {11, {0.1f, -0.1f, -0.5f, 0.05f}}, {12, {}}, {13, {0.1f, -0.3f, -0.2f, 0.1f}}, {14, {-0.05f, 0.72f, 0.25f, 0.08f}}, {15, {0.05f, -0.01f, 0.2f, 0.1f}}, {16, {-0.1f, 0.2f, 0.01f, -0.2f, 0.1f, 0.5f, 0.3f, 0.08f, 0.07f, 0.2f, -0.4f, 0.2f}}, {17, {}}, {18, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {19, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {20, {}}, {21, {0.2f, 0.2f, 0.4f, 0.3f}}, {22, {0.7f, 0.2f, 0.3f, 0.8f}}, {23, {0.6f, 0.2f, 0.2f, 0.5f}}},
356 // int -> INT32 map
357 .int32Operands = {},
358 // int -> QUANT8_ASYMM map
359 .quant8AsymmOperands = {},
360 // int -> QUANT16_SYMM map
361 .quant16SymmOperands = {},
362 // int -> FLOAT16 map
363 .float16Operands = {},
364 // int -> BOOL8 map
365 .bool8Operands = {},
366 // int -> QUANT8_SYMM_PER_CHANNEL map
367 .quant8ChannelOperands = {},
368 // int -> QUANT16_ASYMM map
369 .quant16AsymmOperands = {},
370 // int -> QUANT8_SYMM map
371 .quant8SymmOperands = {},
372 },
373 //Output(s)
374 { // See tools/test_generator/include/TestHarness.h:MixedTyped
375 // int -> Dimensions map
376 .operandDimensions = {{0, {2, 12}}, {1, {2, 3}}, {2, {2, 4}}, {3, {2, 3}}},
377 // int -> FLOAT32 map
378 .float32Operands = {{0, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {2, {-0.3510298f, 0.4261035f, 0.2146365f, 0.2771652f, -0.1885517f, 0.32522f, 0.0203665f, 0.4896766f}}, {3, {0.02129706f, 0.140816242f, 0.0112733059f, -0.0226350538f, 0.0916948169f, 0.0769175813f}}},
379 // int -> INT32 map
380 .int32Operands = {},
381 // int -> QUANT8_ASYMM map
382 .quant8AsymmOperands = {},
383 // int -> QUANT16_SYMM map
384 .quant16SymmOperands = {},
385 // int -> FLOAT16 map
386 .float16Operands = {},
387 // int -> BOOL8 map
388 .bool8Operands = {},
389 // int -> QUANT8_SYMM_PER_CHANNEL map
390 .quant8ChannelOperands = {},
391 // int -> QUANT16_ASYMM map
392 .quant16AsymmOperands = {},
393 // int -> QUANT8_SYMM map
394 .quant8SymmOperands = {},
395 }
396 },
397 }, // End of an example
398 };
399 return examples_CifgPeepholeProjectionNoClippingLayerNormLstm;
400 };
401
get_examples_CifgPeepholeProjectionNoClippingLayerNormLstm_dynamic_output_shape()402 std::vector<MixedTypedExample>& get_examples_CifgPeepholeProjectionNoClippingLayerNormLstm_dynamic_output_shape() {
403 static std::vector<MixedTypedExample> examples_CifgPeepholeProjectionNoClippingLayerNormLstm_dynamic_output_shape = {
404 // Begin of an example
405 {
406 .operands = {
407 //Input(s)
408 { // See tools/test_generator/include/TestHarness.h:MixedTyped
409 // int -> Dimensions map
410 .operandDimensions = {{0, {2, 5}}, {1, {0, 0}}, {2, {4, 5}}, {3, {4, 5}}, {4, {4, 5}}, {5, {0, 0}}, {6, {4, 3}}, {7, {4, 3}}, {8, {4, 3}}, {9, {0}}, {10, {4}}, {11, {4}}, {12, {0}}, {13, {4}}, {14, {4}}, {15, {4}}, {16, {3, 4}}, {17, {0}}, {18, {2, 3}}, {19, {2, 4}}, {20, {0}}, {21, {4}}, {22, {4}}, {23, {4}}},
411 // int -> FLOAT32 map
412 .float32Operands = {{0, {0.7f, 0.8f, 0.1f, 0.2f, 0.3f, 0.3f, 0.2f, 0.9f, 0.8f, 0.1f}}, {1, {}}, {2, {-0.6f, -0.1f, 0.3f, 0.2f, 0.9f, -0.5f, -0.2f, -0.4f, 0.3f, -0.8f, -0.4f, 0.3f, -0.5f, -0.4f, -0.6f, 0.3f, -0.4f, -0.6f, -0.5f, -0.5f}}, {3, {-0.4f, -0.3f, -0.2f, -0.1f, -0.5f, 0.5f, -0.2f, -0.3f, -0.2f, -0.6f, 0.6f, -0.1f, -0.4f, -0.3f, -0.7f, 0.7f, -0.9f, -0.5f, 0.8f, 0.6f}}, {4, {-0.8f, -0.4f, -0.2f, -0.9f, -0.1f, -0.7f, 0.3f, -0.3f, -0.8f, -0.2f, 0.6f, -0.2f, 0.4f, -0.7f, -0.3f, -0.5f, 0.1f, 0.5f, -0.6f, -0.4f}}, {5, {}}, {6, {-0.5f, -0.3f, -0.5f, -0.2f, 0.6f, 0.4f, 0.9f, 0.3f, -0.1f, 0.2f, 0.5f, 0.2f}}, {7, {-0.3f, 0.2f, 0.1f, -0.3f, 0.8f, -0.08f, -0.2f, 0.3f, 0.8f, -0.6f, -0.1f, 0.2f}}, {8, {0.3f, -0.1f, 0.1f, -0.2f, -0.5f, -0.7f, -0.2f, -0.6f, -0.1f, -0.4f, -0.7f, -0.2f}}, {9, {}}, {10, {-0.02f, -0.15f, -0.25f, -0.03f}}, {11, {0.1f, -0.1f, -0.5f, 0.05f}}, {12, {}}, {13, {0.1f, -0.3f, -0.2f, 0.1f}}, {14, {-0.05f, 0.72f, 0.25f, 0.08f}}, {15, {0.05f, -0.01f, 0.2f, 0.1f}}, {16, {-0.1f, 0.2f, 0.01f, -0.2f, 0.1f, 0.5f, 0.3f, 0.08f, 0.07f, 0.2f, -0.4f, 0.2f}}, {17, {}}, {18, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {19, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {20, {}}, {21, {0.2f, 0.2f, 0.4f, 0.3f}}, {22, {0.7f, 0.2f, 0.3f, 0.8f}}, {23, {0.6f, 0.2f, 0.2f, 0.5f}}},
413 // int -> INT32 map
414 .int32Operands = {},
415 // int -> QUANT8_ASYMM map
416 .quant8AsymmOperands = {},
417 // int -> QUANT16_SYMM map
418 .quant16SymmOperands = {},
419 // int -> FLOAT16 map
420 .float16Operands = {},
421 // int -> BOOL8 map
422 .bool8Operands = {},
423 // int -> QUANT8_SYMM_PER_CHANNEL map
424 .quant8ChannelOperands = {},
425 // int -> QUANT16_ASYMM map
426 .quant16AsymmOperands = {},
427 // int -> QUANT8_SYMM map
428 .quant8SymmOperands = {},
429 },
430 //Output(s)
431 { // See tools/test_generator/include/TestHarness.h:MixedTyped
432 // int -> Dimensions map
433 .operandDimensions = {{0, {2, 12}}, {1, {2, 3}}, {2, {2, 4}}, {3, {2, 3}}},
434 // int -> FLOAT32 map
435 .float32Operands = {{0, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {2, {-0.3510298f, 0.4261035f, 0.2146365f, 0.2771652f, -0.1885517f, 0.32522f, 0.0203665f, 0.4896766f}}, {3, {0.02129706f, 0.140816242f, 0.0112733059f, -0.0226350538f, 0.0916948169f, 0.0769175813f}}},
436 // int -> INT32 map
437 .int32Operands = {},
438 // int -> QUANT8_ASYMM map
439 .quant8AsymmOperands = {},
440 // int -> QUANT16_SYMM map
441 .quant16SymmOperands = {},
442 // int -> FLOAT16 map
443 .float16Operands = {},
444 // int -> BOOL8 map
445 .bool8Operands = {},
446 // int -> QUANT8_SYMM_PER_CHANNEL map
447 .quant8ChannelOperands = {},
448 // int -> QUANT16_ASYMM map
449 .quant16AsymmOperands = {},
450 // int -> QUANT8_SYMM map
451 .quant8SymmOperands = {},
452 }
453 },
454 }, // End of an example
455 };
456 return examples_CifgPeepholeProjectionNoClippingLayerNormLstm_dynamic_output_shape;
457 };
458
get_examples_CifgPeepholeProjectionNoClippingLayerNormLstm_2()459 std::vector<MixedTypedExample>& get_examples_CifgPeepholeProjectionNoClippingLayerNormLstm_2() {
460 static std::vector<MixedTypedExample> examples_CifgPeepholeProjectionNoClippingLayerNormLstm_2 = {
461 // Begin of an example
462 {
463 .operands = {
464 //Input(s)
465 { // See tools/test_generator/include/TestHarness.h:MixedTyped
466 // int -> Dimensions map
467 .operandDimensions = {{0, {2, 5}}, {1, {0, 0}}, {2, {4, 5}}, {3, {4, 5}}, {4, {4, 5}}, {5, {0, 0}}, {6, {4, 3}}, {7, {4, 3}}, {8, {4, 3}}, {9, {0}}, {10, {4}}, {11, {4}}, {12, {0}}, {13, {4}}, {14, {4}}, {15, {4}}, {16, {3, 4}}, {17, {0}}, {18, {2, 3}}, {19, {2, 4}}, {20, {0}}, {21, {4}}, {22, {4}}, {23, {4}}},
468 // int -> FLOAT32 map
469 .float32Operands = {{0, {0.8f, 0.1f, 0.2f, 0.4f, 0.5f, 0.1f, 0.5f, 0.2f, 0.4f, 0.2f}}, {1, {}}, {2, {-0.6f, -0.1f, 0.3f, 0.2f, 0.9f, -0.5f, -0.2f, -0.4f, 0.3f, -0.8f, -0.4f, 0.3f, -0.5f, -0.4f, -0.6f, 0.3f, -0.4f, -0.6f, -0.5f, -0.5f}}, {3, {-0.4f, -0.3f, -0.2f, -0.1f, -0.5f, 0.5f, -0.2f, -0.3f, -0.2f, -0.6f, 0.6f, -0.1f, -0.4f, -0.3f, -0.7f, 0.7f, -0.9f, -0.5f, 0.8f, 0.6f}}, {4, {-0.8f, -0.4f, -0.2f, -0.9f, -0.1f, -0.7f, 0.3f, -0.3f, -0.8f, -0.2f, 0.6f, -0.2f, 0.4f, -0.7f, -0.3f, -0.5f, 0.1f, 0.5f, -0.6f, -0.4f}}, {5, {}}, {6, {-0.5f, -0.3f, -0.5f, -0.2f, 0.6f, 0.4f, 0.9f, 0.3f, -0.1f, 0.2f, 0.5f, 0.2f}}, {7, {-0.3f, 0.2f, 0.1f, -0.3f, 0.8f, -0.08f, -0.2f, 0.3f, 0.8f, -0.6f, -0.1f, 0.2f}}, {8, {0.3f, -0.1f, 0.1f, -0.2f, -0.5f, -0.7f, -0.2f, -0.6f, -0.1f, -0.4f, -0.7f, -0.2f}}, {9, {}}, {10, {-0.02f, -0.15f, -0.25f, -0.03f}}, {11, {0.1f, -0.1f, -0.5f, 0.05f}}, {12, {}}, {13, {0.1f, -0.3f, -0.2f, 0.1f}}, {14, {-0.05f, 0.72f, 0.25f, 0.08f}}, {15, {0.05f, -0.01f, 0.2f, 0.1f}}, {16, {-0.1f, 0.2f, 0.01f, -0.2f, 0.1f, 0.5f, 0.3f, 0.08f, 0.07f, 0.2f, -0.4f, 0.2f}}, {17, {}}, {18, {0.02129706f, 0.140816242f, 0.0112733059f, -0.0226350538f, 0.0916948169f, 0.0769175813f}}, {19, {-0.3510298f, 0.4261035f, 0.2146365f, 0.2771652f, -0.1885517f, 0.32522f, 0.0203665f, 0.4896766f}}, {20, {}}, {21, {0.2f, 0.2f, 0.4f, 0.3f}}, {22, {0.7f, 0.2f, 0.3f, 0.8f}}, {23, {0.6f, 0.2f, 0.2f, 0.5f}}},
470 // int -> INT32 map
471 .int32Operands = {},
472 // int -> QUANT8_ASYMM map
473 .quant8AsymmOperands = {},
474 // int -> QUANT16_SYMM map
475 .quant16SymmOperands = {},
476 // int -> FLOAT16 map
477 .float16Operands = {},
478 // int -> BOOL8 map
479 .bool8Operands = {},
480 // int -> QUANT8_SYMM_PER_CHANNEL map
481 .quant8ChannelOperands = {},
482 // int -> QUANT16_ASYMM map
483 .quant16AsymmOperands = {},
484 // int -> QUANT8_SYMM map
485 .quant8SymmOperands = {},
486 },
487 //Output(s)
488 { // See tools/test_generator/include/TestHarness.h:MixedTyped
489 // int -> Dimensions map
490 .operandDimensions = {{0, {2, 12}}, {1, {2, 3}}, {2, {2, 4}}, {3, {2, 3}}},
491 // int -> FLOAT32 map
492 .float32Operands = {{0, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {2, {-0.5069088f, 0.5386363f, 0.1980069f, 0.5355753f, -0.3866257f, 0.4749442f, 0.1074765f, 0.7124508f}}, {3, {0.0132302344f, 0.152308047f, 0.0346313119f, -0.0269966982f, 0.149707705f, 0.094149217f}}},
493 // int -> INT32 map
494 .int32Operands = {},
495 // int -> QUANT8_ASYMM map
496 .quant8AsymmOperands = {},
497 // int -> QUANT16_SYMM map
498 .quant16SymmOperands = {},
499 // int -> FLOAT16 map
500 .float16Operands = {},
501 // int -> BOOL8 map
502 .bool8Operands = {},
503 // int -> QUANT8_SYMM_PER_CHANNEL map
504 .quant8ChannelOperands = {},
505 // int -> QUANT16_ASYMM map
506 .quant16AsymmOperands = {},
507 // int -> QUANT8_SYMM map
508 .quant8SymmOperands = {},
509 }
510 },
511 }, // End of an example
512 };
513 return examples_CifgPeepholeProjectionNoClippingLayerNormLstm_2;
514 };
515
get_examples_CifgPeepholeProjectionNoClippingLayerNormLstm_dynamic_output_shape_2()516 std::vector<MixedTypedExample>& get_examples_CifgPeepholeProjectionNoClippingLayerNormLstm_dynamic_output_shape_2() {
517 static std::vector<MixedTypedExample> examples_CifgPeepholeProjectionNoClippingLayerNormLstm_dynamic_output_shape_2 = {
518 // Begin of an example
519 {
520 .operands = {
521 //Input(s)
522 { // See tools/test_generator/include/TestHarness.h:MixedTyped
523 // int -> Dimensions map
524 .operandDimensions = {{0, {2, 5}}, {1, {0, 0}}, {2, {4, 5}}, {3, {4, 5}}, {4, {4, 5}}, {5, {0, 0}}, {6, {4, 3}}, {7, {4, 3}}, {8, {4, 3}}, {9, {0}}, {10, {4}}, {11, {4}}, {12, {0}}, {13, {4}}, {14, {4}}, {15, {4}}, {16, {3, 4}}, {17, {0}}, {18, {2, 3}}, {19, {2, 4}}, {20, {0}}, {21, {4}}, {22, {4}}, {23, {4}}},
525 // int -> FLOAT32 map
526 .float32Operands = {{0, {0.8f, 0.1f, 0.2f, 0.4f, 0.5f, 0.1f, 0.5f, 0.2f, 0.4f, 0.2f}}, {1, {}}, {2, {-0.6f, -0.1f, 0.3f, 0.2f, 0.9f, -0.5f, -0.2f, -0.4f, 0.3f, -0.8f, -0.4f, 0.3f, -0.5f, -0.4f, -0.6f, 0.3f, -0.4f, -0.6f, -0.5f, -0.5f}}, {3, {-0.4f, -0.3f, -0.2f, -0.1f, -0.5f, 0.5f, -0.2f, -0.3f, -0.2f, -0.6f, 0.6f, -0.1f, -0.4f, -0.3f, -0.7f, 0.7f, -0.9f, -0.5f, 0.8f, 0.6f}}, {4, {-0.8f, -0.4f, -0.2f, -0.9f, -0.1f, -0.7f, 0.3f, -0.3f, -0.8f, -0.2f, 0.6f, -0.2f, 0.4f, -0.7f, -0.3f, -0.5f, 0.1f, 0.5f, -0.6f, -0.4f}}, {5, {}}, {6, {-0.5f, -0.3f, -0.5f, -0.2f, 0.6f, 0.4f, 0.9f, 0.3f, -0.1f, 0.2f, 0.5f, 0.2f}}, {7, {-0.3f, 0.2f, 0.1f, -0.3f, 0.8f, -0.08f, -0.2f, 0.3f, 0.8f, -0.6f, -0.1f, 0.2f}}, {8, {0.3f, -0.1f, 0.1f, -0.2f, -0.5f, -0.7f, -0.2f, -0.6f, -0.1f, -0.4f, -0.7f, -0.2f}}, {9, {}}, {10, {-0.02f, -0.15f, -0.25f, -0.03f}}, {11, {0.1f, -0.1f, -0.5f, 0.05f}}, {12, {}}, {13, {0.1f, -0.3f, -0.2f, 0.1f}}, {14, {-0.05f, 0.72f, 0.25f, 0.08f}}, {15, {0.05f, -0.01f, 0.2f, 0.1f}}, {16, {-0.1f, 0.2f, 0.01f, -0.2f, 0.1f, 0.5f, 0.3f, 0.08f, 0.07f, 0.2f, -0.4f, 0.2f}}, {17, {}}, {18, {0.02129706f, 0.140816242f, 0.0112733059f, -0.0226350538f, 0.0916948169f, 0.0769175813f}}, {19, {-0.3510298f, 0.4261035f, 0.2146365f, 0.2771652f, -0.1885517f, 0.32522f, 0.0203665f, 0.4896766f}}, {20, {}}, {21, {0.2f, 0.2f, 0.4f, 0.3f}}, {22, {0.7f, 0.2f, 0.3f, 0.8f}}, {23, {0.6f, 0.2f, 0.2f, 0.5f}}},
527 // int -> INT32 map
528 .int32Operands = {},
529 // int -> QUANT8_ASYMM map
530 .quant8AsymmOperands = {},
531 // int -> QUANT16_SYMM map
532 .quant16SymmOperands = {},
533 // int -> FLOAT16 map
534 .float16Operands = {},
535 // int -> BOOL8 map
536 .bool8Operands = {},
537 // int -> QUANT8_SYMM_PER_CHANNEL map
538 .quant8ChannelOperands = {},
539 // int -> QUANT16_ASYMM map
540 .quant16AsymmOperands = {},
541 // int -> QUANT8_SYMM map
542 .quant8SymmOperands = {},
543 },
544 //Output(s)
545 { // See tools/test_generator/include/TestHarness.h:MixedTyped
546 // int -> Dimensions map
547 .operandDimensions = {{0, {2, 12}}, {1, {2, 3}}, {2, {2, 4}}, {3, {2, 3}}},
548 // int -> FLOAT32 map
549 .float32Operands = {{0, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {2, {-0.5069088f, 0.5386363f, 0.1980069f, 0.5355753f, -0.3866257f, 0.4749442f, 0.1074765f, 0.7124508f}}, {3, {0.0132302344f, 0.152308047f, 0.0346313119f, -0.0269966982f, 0.149707705f, 0.094149217f}}},
550 // int -> INT32 map
551 .int32Operands = {},
552 // int -> QUANT8_ASYMM map
553 .quant8AsymmOperands = {},
554 // int -> QUANT16_SYMM map
555 .quant16SymmOperands = {},
556 // int -> FLOAT16 map
557 .float16Operands = {},
558 // int -> BOOL8 map
559 .bool8Operands = {},
560 // int -> QUANT8_SYMM_PER_CHANNEL map
561 .quant8ChannelOperands = {},
562 // int -> QUANT16_ASYMM map
563 .quant16AsymmOperands = {},
564 // int -> QUANT8_SYMM map
565 .quant8SymmOperands = {},
566 }
567 },
568 }, // End of an example
569 };
570 return examples_CifgPeepholeProjectionNoClippingLayerNormLstm_dynamic_output_shape_2;
571 };
572
get_examples_CifgPeepholeProjectionNoClippingLayerNormLstm_3()573 std::vector<MixedTypedExample>& get_examples_CifgPeepholeProjectionNoClippingLayerNormLstm_3() {
574 static std::vector<MixedTypedExample> examples_CifgPeepholeProjectionNoClippingLayerNormLstm_3 = {
575 // Begin of an example
576 {
577 .operands = {
578 //Input(s)
579 { // See tools/test_generator/include/TestHarness.h:MixedTyped
580 // int -> Dimensions map
581 .operandDimensions = {{0, {2, 5}}, {1, {0, 0}}, {2, {4, 5}}, {3, {4, 5}}, {4, {4, 5}}, {5, {0, 0}}, {6, {4, 3}}, {7, {4, 3}}, {8, {4, 3}}, {9, {0}}, {10, {4}}, {11, {4}}, {12, {0}}, {13, {4}}, {14, {4}}, {15, {4}}, {16, {3, 4}}, {17, {0}}, {18, {2, 3}}, {19, {2, 4}}, {20, {0}}, {21, {4}}, {22, {4}}, {23, {4}}},
582 // int -> FLOAT32 map
583 .float32Operands = {{0, {0.2f, 0.7f, 0.7f, 0.1f, 0.7f, 0.6f, 0.9f, 0.2f, 0.5f, 0.7f}}, {1, {}}, {2, {-0.6f, -0.1f, 0.3f, 0.2f, 0.9f, -0.5f, -0.2f, -0.4f, 0.3f, -0.8f, -0.4f, 0.3f, -0.5f, -0.4f, -0.6f, 0.3f, -0.4f, -0.6f, -0.5f, -0.5f}}, {3, {-0.4f, -0.3f, -0.2f, -0.1f, -0.5f, 0.5f, -0.2f, -0.3f, -0.2f, -0.6f, 0.6f, -0.1f, -0.4f, -0.3f, -0.7f, 0.7f, -0.9f, -0.5f, 0.8f, 0.6f}}, {4, {-0.8f, -0.4f, -0.2f, -0.9f, -0.1f, -0.7f, 0.3f, -0.3f, -0.8f, -0.2f, 0.6f, -0.2f, 0.4f, -0.7f, -0.3f, -0.5f, 0.1f, 0.5f, -0.6f, -0.4f}}, {5, {}}, {6, {-0.5f, -0.3f, -0.5f, -0.2f, 0.6f, 0.4f, 0.9f, 0.3f, -0.1f, 0.2f, 0.5f, 0.2f}}, {7, {-0.3f, 0.2f, 0.1f, -0.3f, 0.8f, -0.08f, -0.2f, 0.3f, 0.8f, -0.6f, -0.1f, 0.2f}}, {8, {0.3f, -0.1f, 0.1f, -0.2f, -0.5f, -0.7f, -0.2f, -0.6f, -0.1f, -0.4f, -0.7f, -0.2f}}, {9, {}}, {10, {-0.02f, -0.15f, -0.25f, -0.03f}}, {11, {0.1f, -0.1f, -0.5f, 0.05f}}, {12, {}}, {13, {0.1f, -0.3f, -0.2f, 0.1f}}, {14, {-0.05f, 0.72f, 0.25f, 0.08f}}, {15, {0.05f, -0.01f, 0.2f, 0.1f}}, {16, {-0.1f, 0.2f, 0.01f, -0.2f, 0.1f, 0.5f, 0.3f, 0.08f, 0.07f, 0.2f, -0.4f, 0.2f}}, {17, {}}, {18, {0.0132302344f, 0.152308047f, 0.0346313119f, -0.0269966982f, 0.149707705f, 0.094149217f}}, {19, {-0.5069088f, 0.5386363f, 0.1980069f, 0.5355753f, -0.3866257f, 0.4749442f, 0.1074765f, 0.7124508f}}, {20, {}}, {21, {0.2f, 0.2f, 0.4f, 0.3f}}, {22, {0.7f, 0.2f, 0.3f, 0.8f}}, {23, {0.6f, 0.2f, 0.2f, 0.5f}}},
584 // int -> INT32 map
585 .int32Operands = {},
586 // int -> QUANT8_ASYMM map
587 .quant8AsymmOperands = {},
588 // int -> QUANT16_SYMM map
589 .quant16SymmOperands = {},
590 // int -> FLOAT16 map
591 .float16Operands = {},
592 // int -> BOOL8 map
593 .bool8Operands = {},
594 // int -> QUANT8_SYMM_PER_CHANNEL map
595 .quant8ChannelOperands = {},
596 // int -> QUANT16_ASYMM map
597 .quant16AsymmOperands = {},
598 // int -> QUANT8_SYMM map
599 .quant8SymmOperands = {},
600 },
601 //Output(s)
602 { // See tools/test_generator/include/TestHarness.h:MixedTyped
603 // int -> Dimensions map
604 .operandDimensions = {{0, {2, 12}}, {1, {2, 3}}, {2, {2, 4}}, {3, {2, 3}}},
605 // int -> FLOAT32 map
606 .float32Operands = {{0, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {2, {-0.5736622f, 0.5952501f, 0.129295f, 0.711027f, -0.5323033f, 0.5556133f, 0.1800992f, 0.7845056f}}, {3, {-0.0123688057f, 0.165790111f, 0.0893077999f, -0.0103429332f, 0.173016444f, 0.0720508844f}}},
607 // int -> INT32 map
608 .int32Operands = {},
609 // int -> QUANT8_ASYMM map
610 .quant8AsymmOperands = {},
611 // int -> QUANT16_SYMM map
612 .quant16SymmOperands = {},
613 // int -> FLOAT16 map
614 .float16Operands = {},
615 // int -> BOOL8 map
616 .bool8Operands = {},
617 // int -> QUANT8_SYMM_PER_CHANNEL map
618 .quant8ChannelOperands = {},
619 // int -> QUANT16_ASYMM map
620 .quant16AsymmOperands = {},
621 // int -> QUANT8_SYMM map
622 .quant8SymmOperands = {},
623 }
624 },
625 }, // End of an example
626 };
627 return examples_CifgPeepholeProjectionNoClippingLayerNormLstm_3;
628 };
629
get_examples_CifgPeepholeProjectionNoClippingLayerNormLstm_dynamic_output_shape_3()630 std::vector<MixedTypedExample>& get_examples_CifgPeepholeProjectionNoClippingLayerNormLstm_dynamic_output_shape_3() {
631 static std::vector<MixedTypedExample> examples_CifgPeepholeProjectionNoClippingLayerNormLstm_dynamic_output_shape_3 = {
632 // Begin of an example
633 {
634 .operands = {
635 //Input(s)
636 { // See tools/test_generator/include/TestHarness.h:MixedTyped
637 // int -> Dimensions map
638 .operandDimensions = {{0, {2, 5}}, {1, {0, 0}}, {2, {4, 5}}, {3, {4, 5}}, {4, {4, 5}}, {5, {0, 0}}, {6, {4, 3}}, {7, {4, 3}}, {8, {4, 3}}, {9, {0}}, {10, {4}}, {11, {4}}, {12, {0}}, {13, {4}}, {14, {4}}, {15, {4}}, {16, {3, 4}}, {17, {0}}, {18, {2, 3}}, {19, {2, 4}}, {20, {0}}, {21, {4}}, {22, {4}}, {23, {4}}},
639 // int -> FLOAT32 map
640 .float32Operands = {{0, {0.2f, 0.7f, 0.7f, 0.1f, 0.7f, 0.6f, 0.9f, 0.2f, 0.5f, 0.7f}}, {1, {}}, {2, {-0.6f, -0.1f, 0.3f, 0.2f, 0.9f, -0.5f, -0.2f, -0.4f, 0.3f, -0.8f, -0.4f, 0.3f, -0.5f, -0.4f, -0.6f, 0.3f, -0.4f, -0.6f, -0.5f, -0.5f}}, {3, {-0.4f, -0.3f, -0.2f, -0.1f, -0.5f, 0.5f, -0.2f, -0.3f, -0.2f, -0.6f, 0.6f, -0.1f, -0.4f, -0.3f, -0.7f, 0.7f, -0.9f, -0.5f, 0.8f, 0.6f}}, {4, {-0.8f, -0.4f, -0.2f, -0.9f, -0.1f, -0.7f, 0.3f, -0.3f, -0.8f, -0.2f, 0.6f, -0.2f, 0.4f, -0.7f, -0.3f, -0.5f, 0.1f, 0.5f, -0.6f, -0.4f}}, {5, {}}, {6, {-0.5f, -0.3f, -0.5f, -0.2f, 0.6f, 0.4f, 0.9f, 0.3f, -0.1f, 0.2f, 0.5f, 0.2f}}, {7, {-0.3f, 0.2f, 0.1f, -0.3f, 0.8f, -0.08f, -0.2f, 0.3f, 0.8f, -0.6f, -0.1f, 0.2f}}, {8, {0.3f, -0.1f, 0.1f, -0.2f, -0.5f, -0.7f, -0.2f, -0.6f, -0.1f, -0.4f, -0.7f, -0.2f}}, {9, {}}, {10, {-0.02f, -0.15f, -0.25f, -0.03f}}, {11, {0.1f, -0.1f, -0.5f, 0.05f}}, {12, {}}, {13, {0.1f, -0.3f, -0.2f, 0.1f}}, {14, {-0.05f, 0.72f, 0.25f, 0.08f}}, {15, {0.05f, -0.01f, 0.2f, 0.1f}}, {16, {-0.1f, 0.2f, 0.01f, -0.2f, 0.1f, 0.5f, 0.3f, 0.08f, 0.07f, 0.2f, -0.4f, 0.2f}}, {17, {}}, {18, {0.0132302344f, 0.152308047f, 0.0346313119f, -0.0269966982f, 0.149707705f, 0.094149217f}}, {19, {-0.5069088f, 0.5386363f, 0.1980069f, 0.5355753f, -0.3866257f, 0.4749442f, 0.1074765f, 0.7124508f}}, {20, {}}, {21, {0.2f, 0.2f, 0.4f, 0.3f}}, {22, {0.7f, 0.2f, 0.3f, 0.8f}}, {23, {0.6f, 0.2f, 0.2f, 0.5f}}},
641 // int -> INT32 map
642 .int32Operands = {},
643 // int -> QUANT8_ASYMM map
644 .quant8AsymmOperands = {},
645 // int -> QUANT16_SYMM map
646 .quant16SymmOperands = {},
647 // int -> FLOAT16 map
648 .float16Operands = {},
649 // int -> BOOL8 map
650 .bool8Operands = {},
651 // int -> QUANT8_SYMM_PER_CHANNEL map
652 .quant8ChannelOperands = {},
653 // int -> QUANT16_ASYMM map
654 .quant16AsymmOperands = {},
655 // int -> QUANT8_SYMM map
656 .quant8SymmOperands = {},
657 },
658 //Output(s)
659 { // See tools/test_generator/include/TestHarness.h:MixedTyped
660 // int -> Dimensions map
661 .operandDimensions = {{0, {2, 12}}, {1, {2, 3}}, {2, {2, 4}}, {3, {2, 3}}},
662 // int -> FLOAT32 map
663 .float32Operands = {{0, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {1, {0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f}}, {2, {-0.5736622f, 0.5952501f, 0.129295f, 0.711027f, -0.5323033f, 0.5556133f, 0.1800992f, 0.7845056f}}, {3, {-0.0123688057f, 0.165790111f, 0.0893077999f, -0.0103429332f, 0.173016444f, 0.0720508844f}}},
664 // int -> INT32 map
665 .int32Operands = {},
666 // int -> QUANT8_ASYMM map
667 .quant8AsymmOperands = {},
668 // int -> QUANT16_SYMM map
669 .quant16SymmOperands = {},
670 // int -> FLOAT16 map
671 .float16Operands = {},
672 // int -> BOOL8 map
673 .bool8Operands = {},
674 // int -> QUANT8_SYMM_PER_CHANNEL map
675 .quant8ChannelOperands = {},
676 // int -> QUANT16_ASYMM map
677 .quant16AsymmOperands = {},
678 // int -> QUANT8_SYMM map
679 .quant8SymmOperands = {},
680 }
681 },
682 }, // End of an example
683 };
684 return examples_CifgPeepholeProjectionNoClippingLayerNormLstm_dynamic_output_shape_3;
685 };
686
687