1 // clang-format off
2 // Generated file (from: lsh_projection_2_relaxed.mod.py). Do not edit
CreateModel(Model * model)3 void CreateModel(Model *model) {
4 OperandType type0(Type::TENSOR_FLOAT32, {4, 2});
5 OperandType type1(Type::TENSOR_INT32, {3, 2});
6 OperandType type2(Type::TENSOR_FLOAT32, {3});
7 OperandType type3(Type::INT32, {});
8 OperandType type4(Type::TENSOR_INT32, {4});
9 // Phase 1, operands
10 auto hash = model->addOperand(&type0);
11 auto lookup = model->addOperand(&type1);
12 auto weight = model->addOperand(&type2);
13 auto type_param = model->addOperand(&type3);
14 auto output = model->addOperand(&type4);
15 // Phase 2, operations
16 static float hash_init[] = {0.123f, 0.456f, -0.321f, -0.654f, 1.234f, 5.678f, -4.321f, -8.765f};
17 model->setOperandValue(hash, hash_init, sizeof(float) * 8);
18 static int32_t type_param_init[] = {1};
19 model->setOperandValue(type_param, type_param_init, sizeof(int32_t) * 1);
20 model->addOperation(ANEURALNETWORKS_LSH_PROJECTION, {hash, lookup, weight, type_param}, {output});
21 // Phase 3, inputs and outputs
22 model->identifyInputsAndOutputs(
23 {lookup, weight},
24 {output});
25 // Phase 4: set relaxed execution
26 model->relaxComputationFloat32toFloat16(true);
27 assert(model->isValid());
28 }
29
is_ignored(int i)30 inline bool is_ignored(int i) {
31 static std::set<int> ignore = {};
32 return ignore.find(i) != ignore.end();
33 }
34
CreateModel_dynamic_output_shape(Model * model)35 void CreateModel_dynamic_output_shape(Model *model) {
36 OperandType type0(Type::TENSOR_FLOAT32, {4, 2});
37 OperandType type1(Type::TENSOR_INT32, {3, 2});
38 OperandType type2(Type::TENSOR_FLOAT32, {3});
39 OperandType type3(Type::INT32, {});
40 OperandType type5(Type::TENSOR_INT32, {0});
41 // Phase 1, operands
42 auto hash = model->addOperand(&type0);
43 auto lookup = model->addOperand(&type1);
44 auto weight = model->addOperand(&type2);
45 auto type_param = model->addOperand(&type3);
46 auto output = model->addOperand(&type5);
47 // Phase 2, operations
48 static float hash_init[] = {0.123f, 0.456f, -0.321f, -0.654f, 1.234f, 5.678f, -4.321f, -8.765f};
49 model->setOperandValue(hash, hash_init, sizeof(float) * 8);
50 static int32_t type_param_init[] = {1};
51 model->setOperandValue(type_param, type_param_init, sizeof(int32_t) * 1);
52 model->addOperation(ANEURALNETWORKS_LSH_PROJECTION, {hash, lookup, weight, type_param}, {output});
53 // Phase 3, inputs and outputs
54 model->identifyInputsAndOutputs(
55 {lookup, weight},
56 {output});
57 // Phase 4: set relaxed execution
58 model->relaxComputationFloat32toFloat16(true);
59 assert(model->isValid());
60 }
61
is_ignored_dynamic_output_shape(int i)62 inline bool is_ignored_dynamic_output_shape(int i) {
63 static std::set<int> ignore = {};
64 return ignore.find(i) != ignore.end();
65 }
66
67