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Diffstat (limited to 'tests/nnapi/specs/V1_0/embedding_lookup_4d_nnfw.mod.py')
-rw-r--r-- | tests/nnapi/specs/V1_0/embedding_lookup_4d_nnfw.mod.py | 42 |
1 files changed, 42 insertions, 0 deletions
diff --git a/tests/nnapi/specs/V1_0/embedding_lookup_4d_nnfw.mod.py b/tests/nnapi/specs/V1_0/embedding_lookup_4d_nnfw.mod.py new file mode 100644 index 000000000..c149cca80 --- /dev/null +++ b/tests/nnapi/specs/V1_0/embedding_lookup_4d_nnfw.mod.py @@ -0,0 +1,42 @@ +# +# Copyright (C) 2017 The Android Open Source Project +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +lookups = 3 +N = 5 +H = 2 +W = 4 +C = 2 + +actual_values = [x for x in range(N * H * W * C)] + +model = Model() +index = Input("index", "TENSOR_INT32", "{%d}"%lookups) +value = Input("value", "TENSOR_INT32", "{%d, %d, %d, %d}" % (N, H, W, C)) +output = Output("output", "TENSOR_INT32", "{%d, %d, %d, %d}" % (lookups, H, W, C)) +model = model.Operation("EMBEDDING_LOOKUP", index, value).To(output) + +input0 = {index: [4, 0, 2], + value: actual_values} + +output0 = {output: + [ + 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, # Row 4 + 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, # Row 0 + 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, # Row 2 + ]} + +# Instantiate an example +Example((input0, output0)) |