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Diffstat (limited to 'tests/nnapi/specs/V1_0/hashtable_lookup_float_4D_nnfw.mod.py')
-rw-r--r-- | tests/nnapi/specs/V1_0/hashtable_lookup_float_4D_nnfw.mod.py | 62 |
1 files changed, 62 insertions, 0 deletions
diff --git a/tests/nnapi/specs/V1_0/hashtable_lookup_float_4D_nnfw.mod.py b/tests/nnapi/specs/V1_0/hashtable_lookup_float_4D_nnfw.mod.py new file mode 100644 index 000000000..9db9f27f8 --- /dev/null +++ b/tests/nnapi/specs/V1_0/hashtable_lookup_float_4D_nnfw.mod.py @@ -0,0 +1,62 @@ +# +# Copyright (c) 2018 Samsung Electronics Co., Ltd. All Rights Reserved +# +# 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 = 4 +keys = 3 +batchs = 3 +cols = 4 +rows = 5 +features = 2 + +table = [x for x in range(batchs * cols * rows * features)] +for i in range(batchs): + for j in range(cols): + for k in range(rows): + for l in range(features): + table[i * cols * rows * features + j * rows * features + k * features + l] = i * cols * rows * features + j * rows * features + k * features + l + +model = Model() + +lookup = Input("lookup", "TENSOR_INT32", "{%d}" % lookups) +key = Input("key", "TENSOR_INT32", "{%d}" % (keys)) +value = Input("value", "TENSOR_FLOAT32", "{%d, %d, %d, %d}" % (batchs, cols, rows, features)) +output = Output("output", "TENSOR_FLOAT32", "{%d, %d, %d, %d}" % (lookups, cols, rows, features)) +hits = Output("hits", "TENSOR_QUANT8_ASYMM", "{%d}, 1.f, 0" % (lookups)) +model = model.Operation("HASHTABLE_LOOKUP", lookup, key, value).To([output, hits]) + +input0 = {lookup: [1234, -292, -11, 0], + key: [-11, 0, 1234], + value: table} + +output0 = {output: + [ + # 2-rd item + 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, + # Not found + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + # 0-th item + 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, + # 1-st item + 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, + ], + hits: + [ + 1, 0, 1, 1, + ] +} + +# Instantiate an example +Example((input0, output0)) |