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/frameworks/ml/nn/common/include/
DUtils.h326 void logModelToInfo(const hal::V1_0::Model& model);
327 void logModelToInfo(const hal::V1_1::Model& model);
328 void logModelToInfo(const hal::V1_2::Model& model);
329 void logModelToInfo(const hal::V1_3::Model& model);
458 bool compliantWithV1_0(const hal::V1_0::Model& model);
459 bool compliantWithV1_0(const hal::V1_1::Model& model);
460 bool compliantWithV1_0(const hal::V1_2::Model& model,
462 bool compliantWithV1_0(const hal::V1_3::Model& model,
464 bool compliantWithV1_1(const hal::V1_0::Model& model);
465 bool compliantWithV1_1(const hal::V1_1::Model& model);
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DMetaModel.h70 MetaModel(hal::Model model, bool strictSlicing) in MetaModel()
73 const hal::Model& getModel() const { return mHidlModel; } in getModel()
75 ReturnedSlice<hal::V1_0::Model> getSliceV1_0() const { return getSlice(&mSliceV1_0); } in getSliceV1_0()
76 ReturnedSlice<hal::V1_1::Model> getSliceV1_1() const { return getSlice(&mSliceV1_1); } in getSliceV1_1()
77 ReturnedSlice<hal::V1_2::Model> getSliceV1_2() const { return getSlice(&mSliceV1_2); } in getSliceV1_2()
95 hal::Model mHidlModel;
117 mutable Slice<hal::V1_0::Model> mSliceV1_0;
118 mutable Slice<hal::V1_1::Model> mSliceV1_1;
119 mutable Slice<hal::V1_2::Model> mSliceV1_2;
/frameworks/ml/nn/runtime/test/specs/V1_2/
Dresize_nearest_neighbor.mod.py22 model_shape = Model("shape").Operation("RESIZE_NEAREST_NEIGHBOR", i1, 1, 1, layout).To(o1)
23 model_scale = Model("scale").Operation("RESIZE_NEAREST_NEIGHBOR", i1, 0.5, 0.5, layout).To(o1)
43 model_shape = Model("shape").Operation("RESIZE_NEAREST_NEIGHBOR", i1, 3, 3, layout).To(o1)
44 model_scale = Model("scale").Operation("RESIZE_NEAREST_NEIGHBOR", i1, 1.5, 1.5, layout).To(o1)
64 model_shape = Model("shape").Operation("RESIZE_NEAREST_NEIGHBOR", i1, 2, 2, layout).To(o1)
65 model_scale = Model("scale").Operation("RESIZE_NEAREST_NEIGHBOR", i1, 0.8, 0.8, layout).To(o1)
85 model_shape = Model("shape").Operation("RESIZE_NEAREST_NEIGHBOR", i1, 5, 2, layout).To(o1)
86 model_scale = Model("scale").Operation("RESIZE_NEAREST_NEIGHBOR", i1, 2.6, 1.1, layout).To(o1)
106 model_shape = Model("shape").Operation("RESIZE_NEAREST_NEIGHBOR", i1, 3, 3, layout).To(o1)
107 model_scale = Model("scale").Operation("RESIZE_NEAREST_NEIGHBOR", i1, 0.9, 0.9, layout).To(o1)
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Dresize_bilinear_v1_2.mod.py22 model_shape = Model("shape").Operation("RESIZE_BILINEAR", i1, 3, 3, layout).To(o1)
23 model_scale = Model("scale").Operation("RESIZE_BILINEAR", i1, 1.5, 1.5, layout).To(o1)
46 model_shape = Model("shape").Operation("RESIZE_BILINEAR", i2, 3, 3, layout).To(o2)
47 model_scale = Model("scale").Operation("RESIZE_BILINEAR", i2, 1.6, 1.6, layout).To(o2)
70 model_shape = Model("shape").Operation("RESIZE_BILINEAR", i3, 3, 3).To(o3)
71 model_scale = Model("scale").Operation("RESIZE_BILINEAR", i3, 1.8, 1.8).To(o3)
100 model = Model("zero_sized").Operation("BOX_WITH_NMS_LIMIT", p1, p2, [0], 0.3, -1, 0, 0.4, 1.0, 0.3…
138 model = Model("zero_sized").Operation("BOX_WITH_NMS_LIMIT", p1, p2, [0], 0.3, -1, 0, 0.4, 1.0, 0.3…
Dconv2d_v1_2.mod.py24 Model().Operation("CONV_2D", i1, f1, b1, 0, 0, 0, 0, 1, 1, 0, layout).To(o1)
52 Model().Operation("CONV_2D", i2, f2, b2, 1, 1, 1, 1, layout).To(o2)
80 Model("channel").Operation("CONV_2D", i3, f3, b3, 0, 0, 0, 0, 1, 1, 0, layout).To(o3)
108 Model("large").Operation("CONV_2D", i4, f4, b4, 0, 0, 0, 0, 1, 1, 0, layout).To(o4)
149 model_1_same = Model("1_H3_W2_SAME").Operation("CONV_2D", i5, f5, b5, 1, 1, 1, 0, layout).To(o5)
150 model_1_valid = Model("1_H3_W2_VALID").Operation("CONV_2D", i5, f5, b5, 2, 1, 1, 0, layout).To(o6)
175 model_3_same = Model("3_H3_W2_SAME").Operation("CONV_2D", i7, f7, b7, 1, 1, 1, 0, layout).To(o7)
176 model_3_valid = Model("3_H3_W2_VALID").Operation("CONV_2D", i7, f7, b7, 2, 1, 1, 0, layout).To(o8)
202 model9 = Model("quant_output_multiplier_gt_1").Operation("CONV_2D", i9, f9, b9, 2, 2, 2, 0).To(o9)
223 model = Model("zero_sized").Operation("BOX_WITH_NMS_LIMIT", p1, p2, [0], 0.3, -1, 0, 0.4, 1.0, 0.3)…
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Dexpand_dims.mod.py24 model0 = Model().Operation("EXPAND_DIMS", input0, 0).To(output0)
25 model1 = Model().Operation("EXPAND_DIMS", input0, 1).To(output1)
26 model2 = Model().Operation("EXPAND_DIMS", input0, 2).To(output2)
27 model3 = Model().Operation("EXPAND_DIMS", input0, -1).To(output3)
Droi_align.mod.py23 Model().Operation("ROI_ALIGN", i1, roi1, [0, 0, 0, 0], 2, 2, 2.0, 2.0, 4, 4, layout).To(o1)
58 Model().Operation("ROI_ALIGN", i2, roi2, [0, 0, 3, 3], 2, 3, 4.0, 4.0, 4, 4, layout).To(o2)
125 Model().Operation("ROI_ALIGN", i3, roi3, [0, 0, 1, 1], 2, 3, 4.0, 4.0, 0, 0, layout).To(o3)
178 Model().Operation("ROI_ALIGN", i4, roi4, [2, 2, 2, 2, 2], 2, 2, 2.0, 1.0, 0, 4, layout).To(o4)
223 model = Model("zero_sized").Operation("BOX_WITH_NMS_LIMIT", p1, p2, [0], 0.3, -1, 0, 0.4, 1.0, 0.3…
251 Model().Operation("ROI_ALIGN", i4, roi4, [0], 128, 4, 1.0, 64.0, 10, 10, layout).To(o4)
Dsoftmax_v1_2.mod.py43 Model().Operation("SOFTMAX", i, 1.0).To(o)
46 Model().Operation("SOFTMAX", i, 0.000001).To(o)
51 Model("axis").Operation("SOFTMAX", i, 1.0, axis).To(o)
54 Model("axis").Operation("SOFTMAX", i, 0.000001, axis).To(o)
78 model = Model("zero_sized").Operation("BOX_WITH_NMS_LIMIT", p1, p2, [0], 0.3, -1, 0, 0.4, 1.0, 0.3…
/frameworks/ml/nn/runtime/test/specs/V1_3/
Dresize_quant8_signed.mod.py22 model_shape = Model("shape").Operation("RESIZE_BILINEAR", i1, 3, 3, layout).To(o1)
23 model_scale = Model("scale").Operation("RESIZE_BILINEAR", i1, 1.5, 1.5, layout).To(o1)
46 model_shape = Model("shape").Operation("RESIZE_BILINEAR", i2, 3, 3, layout).To(o2)
47 model_scale = Model("scale").Operation("RESIZE_BILINEAR", i2, 1.6, 1.6, layout).To(o2)
70 model_shape = Model("shape").Operation("RESIZE_BILINEAR", i3, 3, 3).To(o3)
71 model_scale = Model("scale").Operation("RESIZE_BILINEAR", i3, 1.8, 1.8).To(o3)
100 model = Model("zero_sized").Operation("BOX_WITH_NMS_LIMIT", p1, p2, [0], 0.3, -1, 0, 0.4, 1.0, 0.3…
138 model = Model("zero_sized").Operation("BOX_WITH_NMS_LIMIT", p1, p2, [0], 0.3, -1, 0, 0.4, 1.0, 0.3…
172 model_shape = Model("shape").Operation("RESIZE_NEAREST_NEIGHBOR", i1, 1, 1, layout).To(o1)
173 model_scale = Model("scale").Operation("RESIZE_NEAREST_NEIGHBOR", i1, 0.5, 0.5, layout).To(o1)
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Ddepthwise_conv2d_quant8_signed.mod.py24 Model().Operation("DEPTHWISE_CONV_2D", i1, f1, b1, 0, 0, 0, 0, 1, 1, 2, 0, layout, 1, 1).To(o1)
52 Model().Operation("DEPTHWISE_CONV_2D", i2, f2, b2, 0, 0, 0, 0, 1, 1, 2, 0, layout, 2, 2).To(o2)
81 Model().Operation("DEPTHWISE_CONV_2D", i1, f1, b1, 2, 1, 1, 2, 0, layout, 1, 1).To(o1)
109 Model().Operation("DEPTHWISE_CONV_2D", i2, f2, b2, 2, 1, 1, 2, 0, layout, 2, 2).To(o2)
138 Model().Operation("DEPTHWISE_CONV_2D", i2, f2, b2, 1, 2, 2, 1, 0, layout, 3, 3).To(o2)
170 Model("same").Operation("DEPTHWISE_CONV_2D", i1, f1, b1, 0, 0, 0, 0, 1, 1, 1, 0).To(o1)
187 Model("different").Operation("DEPTHWISE_CONV_2D", i2, f2, b2, 0, 0, 0, 0, 1, 1, 2, 0).To(o2)
207 Model("layout").Operation("DEPTHWISE_CONV_2D", i3, f3, b3, 0, 0, 0, 0, 1, 1, 2, 0, layout).To(o3)
218 model = Model()
249 model = Model()
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Dpad_quant8_signed.mod.py26 model = Model().Operation("PAD", input0, paddings).To(output0)
51 model = Model().Operation("PAD", input0, paddings).To(output0)
67 model = Model().Operation("PAD", input0, paddings).To(output0)
90 model = Model().Operation("PAD", input0, paddings).To(output0)
111 model = Model().Operation("PAD_V2", input0, paddings, pad_value).To(output0)
133 model = Model().Operation("PAD_V2", input0, paddings, pad_value).To(output0)
155 model = Model().Operation("PAD_V2", input0, paddings, pad_value).To(output0)
Dconv2d_quant8_signed.mod.py24 Model().Operation("CONV_2D", i1, f1, b1, 0, 0, 0, 0, 1, 1, 0, layout, 1, 1).To(o1)
46 Model().Operation("CONV_2D", i2, f2, b2, 0, 0, 0, 0, 1, 1, 0, layout, 3, 3).To(o2)
75 Model().Operation("CONV_2D", i1, f1, b1, 2, 1, 1, 0, layout, 1, 1).To(o1)
97 Model().Operation("CONV_2D", i2, f2, b2, 2, 1, 1, 0, layout, 3, 3).To(o2)
127 Model().Operation("CONV_2D", i3, f3, b3, 1, 2, 2, 0, layout, 3, 3).To(o3)
154 Model().Operation("CONV_2D", i1, f1, b1, 0, 0, 0, 0, 1, 1, 0).To(o1)
169 Model("layouts").Operation("CONV_2D", i2, f2, b2, 0, 0, 0, 0, 1, 1, 0, layout).To(o2)
186 model = Model("zero_sized").Operation("BOX_WITH_NMS_LIMIT", p1, p2, [0], 0.3, -1, 0, 0.4, 1.0, 0.3)…
214 Model().Operation("CONV_2D", i1, f1, b1, 0, 0, 0, 0, 1, 1, 0, layout).To(o1)
242 Model().Operation("CONV_2D", i2, f2, b2, 1, 1, 1, 1, layout).To(o2)
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Dspace_to_batch_quant8_signed.mod.py17 model = Model()
47 model = Model()
75 model = Model()
107 model = Model()
141 Model().Operation("SPACE_TO_BATCH_ND", i1, [2, 2], pad1, layout).To(o1)
159 Model().Operation("SPACE_TO_BATCH_ND", i2, [2, 2], pad1, layout).To(o2)
178 Model().Operation("SPACE_TO_BATCH_ND", i3, [3, 2], pad3, layout).To(o3)
198 Model().Operation("SPACE_TO_BATCH_ND", i4, [3, 2], pad4, layout).To(o4)
Dstrided_slice_quant8_signed.mod.py17 model = Model()
42 model = Model()
67 model = Model()
92 model = Model()
117 model = Model()
142 model = Model()
167 model = Model()
192 model = Model()
217 model = Model()
242 model = Model()
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Dsoftmax_quant8_signed.mod.py16 model = Model()
35 model = Model()
84 Model().Operation("SOFTMAX", i, 1.0).To(o)
87 Model().Operation("SOFTMAX", i, 0.000001).To(o)
93 Model("axis").Operation("SOFTMAX", i, 1.0, axis).To(o)
96 Model("axis").Operation("SOFTMAX", i, 0.000001, axis).To(o)
109 model = Model("zero_sized").Operation("BOX_WITH_NMS_LIMIT", p1, p2, [0], 0.3, -1, 0, 0.4, 1.0, 0.3…
Dfully_connected_quant8_signed.mod.py17 model = Model()
40 model = Model()
59 model = Model()
82 model = Model()
101 model = Model()
122 model = Model()
156 model = Model("zero_sized").Operation("BOX_WITH_NMS_LIMIT", p1, p2, [0], 0.3, -1, 0, 0.4, 1.0, 0.3…
Dexpand_dims_quant8_signed.mod.py24 model0 = Model().Operation("EXPAND_DIMS", input0, 0).To(output0)
25 model1 = Model().Operation("EXPAND_DIMS", input0, 1).To(output1)
26 model2 = Model().Operation("EXPAND_DIMS", input0, 2).To(output2)
27 model3 = Model().Operation("EXPAND_DIMS", input0, -1).To(output3)
Dspace_to_depth_quant8_signed.mod.py17 model = Model()
36 model = Model()
70 Model().Operation("SPACE_TO_DEPTH", i1, 2, layout).To(o1)
88 Model().Operation("SPACE_TO_DEPTH", i2, 2, layout).To(o2)
106 Model().Operation("SPACE_TO_DEPTH", i3, 2, layout).To(o3)
Ddepth_to_space_quant8_signed.mod.py17 model = Model()
37 model = Model()
71 Model().Operation("DEPTH_TO_SPACE", i1, 2, layout).To(o1)
90 Model().Operation("DEPTH_TO_SPACE", i2, 2, layout).To(o2)
109 Model().Operation("DEPTH_TO_SPACE", i3, 2, layout).To(o3)
Dtranspose_quant8_signed.mod.py26 Model().Operation("TRANSPOSE_CONV_2D", i1, w1, b1, s1, 1, 32, 32, act, layout).To(o1)
60 Model().Operation("TRANSPOSE_CONV_2D", i1, w1, b1, s1, 2, 2, 2, act, layout).To(o1)
109 Model().Operation("TRANSPOSE_CONV_2D", i2, w2, b2, s2, 1, 3, 3, 1, layout).To(o2)
142 Model().Operation("TRANSPOSE_CONV_2D", i3, w3, b3, s3, 1, 1, 1, 0, layout).To(o3)
168 Model().Operation("TRANSPOSE_CONV_2D", i4, w4, b4, s4, 2, 1, 1, 0, layout).To(o4)
195 Model().Operation("TRANSPOSE_CONV_2D", i5, w5, b5, 1, 2, 2, 1, 1, 1, 0, layout).To(o5)
223 model = Model("zero_sized").Operation("BOX_WITH_NMS_LIMIT", p1, p2, [0], 0.3, -1, 0, 0.4, 1.0, 0.3)…
266 model = Model("zero_sized").Operation("BOX_WITH_NMS_LIMIT", p1, p2, [0], 0.3, -1, 0, 0.4, 1.0, 0.3)…
305 Model().Operation("TRANSPOSE_CONV_2D", i8, w8, b8, s8, 1, 2, 2, 0, layout).To(o8)
322 model = Model()
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Droi_align_quant8_signed.mod.py23 Model().Operation("ROI_ALIGN", i1, roi1, [0, 0, 0, 0], 2, 2, 2.0, 2.0, 4, 4, layout).To(o1)
58 Model().Operation("ROI_ALIGN", i2, roi2, [0, 0, 3, 3], 2, 3, 4.0, 4.0, 4, 4, layout).To(o2)
125 Model().Operation("ROI_ALIGN", i3, roi3, [0, 0, 1, 1], 2, 3, 4.0, 4.0, 0, 0, layout).To(o3)
178 Model().Operation("ROI_ALIGN", i4, roi4, [2, 2, 2, 2, 2], 2, 2, 2.0, 1.0, 0, 4, layout).To(o4)
223 model = Model("zero_sized").Operation("BOX_WITH_NMS_LIMIT", p1, p2, [0], 0.3, -1, 0, 0.4, 1.0, 0.3…
251 Model().Operation("ROI_ALIGN", i4, roi4, [0], 128, 4, 1.0, 64.0, 10, 10, layout).To(o4)
Davg_pool_quant8_signed.mod.py17 model = Model()
37 model = Model()
74 model = Model()
111 model = Model()
131 model = Model()
153 Model().Operation("AVERAGE_POOL_2D", i1, 0, 0, 0, 0, 1, 1, 1, 1, 0, layout).To(o1)
182 Model().Operation("AVERAGE_POOL_2D", i2, pad, pad, pad, pad, std, std, flt, flt, 0, layout).To(o2)
211 Model().Operation("AVERAGE_POOL_2D", i3, pad, pad, pad, pad, std, std, flt, flt, 0, layout).To(o3)
240 Model().Operation("AVERAGE_POOL_2D", i4, pad, pad, pad, pad, std, std, flt, flt, 3, layout).To(o4)
259 Model().Operation("AVERAGE_POOL_2D", i5, 1, 2, 2, 2, 2, 0, layout).To(o5)
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/frameworks/compile/libbcc/include/bcc/
DCompilerConfig.h48 llvm::CodeModel::Model mCodeModel;
52 llvm::Optional<llvm::Reloc::Model> mRelocModel;
87 inline llvm::CodeModel::Model getCodeModel() const in getCodeModel()
89 inline void setCodeModel(llvm::CodeModel::Model pCodeMode) in setCodeModel()
97 inline llvm::Optional<llvm::Reloc::Model> getRelocationModel() const in getRelocationModel()
99 inline void setRelocationModel(llvm::Reloc::Model pRelocModel) in setRelocationModel()
/frameworks/ml/nn/common/
DMetaModel.cpp66 struct ModelVersion<hal::V1_0::Model> {
70 struct ModelVersion<hal::V1_1::Model> {
74 struct ModelVersion<hal::V1_2::Model> {
78 struct ModelVersion<hal::V1_3::Model> {
128 void getNoncompliantOperations(const hal::V1_3::Model& model,
131 void getNoncompliantOperations<hal::V1_0::Model>(const hal::V1_3::Model& model, in getNoncompliantOperations()
136 void getNoncompliantOperations<hal::V1_1::Model>(const hal::V1_3::Model& model, in getNoncompliantOperations()
141 void getNoncompliantOperations<hal::V1_2::Model>(const hal::V1_3::Model& model, in getNoncompliantOperations()
194 template MetaModel::ReturnedSlice<hal::V1_0::Model> MetaModel::getSlice(
195 Slice<hal::V1_0::Model>* slice) const;
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/frameworks/ml/nn/runtime/test/
DTestNeuralNetworksWrapper.h97 class Model {
99 Model() { in Model() function
103 ~Model() { ANeuralNetworksModel_free(mModel); } in ~Model()
108 Model(const Model&) = delete;
109 Model& operator=(const Model&) = delete;
114 Model(Model&& other) { *this = std::move(other); } in Model() function
115 Model& operator=(Model&& other) {
170 uint32_t addModelOperand(const Model* value) { in addModelOperand()
198 void setOperandValueFromModel(uint32_t index, const Model* value) { in setOperandValueFromModel()
248 static std::pair<Result, Compilation> createForDevice(const Model* model, in createForDevice()
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