| # |
| # Copyright (C) 2018 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. |
| # |
| |
| r1 = Input("roi", "TENSOR_FLOAT32", "{8, 6}") |
| d1 = Input("bboxDeltas", "TENSOR_FLOAT32", "{8, 10}") |
| i1 = Input("imageInfo", "TENSOR_FLOAT32", "{5, 3}") |
| o1 = Output("out", "TENSOR_FLOAT32", "{8, 10}") |
| b1 = Output("batchSplit", "TENSOR_INT32", "{5}") |
| |
| # TEST 1: ROTATED_BBOX_TRANSFORM |
| # weight = [2, 2, .5, .5], applyScale = false, angleBound = [-90, 90], clipAngleThreshold = 1.0 |
| model1 = Model().Operation("ROTATED_BBOX_TRANSFORM", r1, d1, i1, [2., 2., 0.5, 0.5], False, True, -90, 90, 1.0).To([o1, b1]) |
| |
| # TEST 2: ROTATED_BBOX_TRANSFORM_2 |
| # weight = [2, 2, .5, .5], applyScale = true, angleBound = off, clipAngleThreshold = 1.0 |
| model2 = Model().Operation("ROTATED_BBOX_TRANSFORM", r1, d1, i1, [2., 2., 0.5, 0.5], True, False, -90, 90, 1.0).To([o1, b1]) |
| |
| # TEST 3: ROTATED_BBOX_TRANSFORM_3 |
| # weight = [2, 2, .5, .5], applyScale = true, angleBound = [-90, 90], clipAngleThreshold = -1.0 |
| model3 = Model().Operation("ROTATED_BBOX_TRANSFORM", r1, d1, i1, [2., 2., 0.5, 0.5], True, True, -90, 90, -1.0).To([o1, b1]) |
| |
| inputs = {r1: # input 0 |
| [0, 250, 290, 300, 280, 0.1, |
| 1, 121, 60.5, 2, 0.5, -200, |
| 2, 15, 35, 10, 30, -58, |
| 2, 15, 35, 10, 30, -58, |
| 2, 100, 135, 50, 130, 58, |
| 2, 100, 135, 50, 130, -1.05, |
| 3, 700, 1050, 600, 1900, 185, |
| 3, 700, 1050, 600, 1900, -185], |
| d1: # input 1 |
| [0.2, 0.2, 0.1, 0.1, 0.01, |
| 0.3, -0.1, -0.2, 0.1, -0.01, |
| -0.5, 0.2, 0.2, -0.5, -0.1, |
| -0.1, -0.1, 2.5, 3, 1, |
| -0.5, -0.5, 1, 1, 1, |
| 0.5, 0.5, -1.5, -1.2, 1.7, |
| -0.5, -0.5, 1, 1, 0.5, |
| 0.5, 0.5, -1.5, -1.2, -1.7, |
| 0.2, 0.2, -3, -4, -1, |
| 1, -0.5, 0.3, 0.5, -1, |
| 0.2, 0.2, -3, -4, -1.1, |
| 1, -0.5, 0.3, 0.5, -1.1, |
| 0.3, -0.2, 1.1, -0.8, -0.1, |
| 0.1, 0.05, -0.5, -0.5, 0.1, |
| 0.3, -0.2, 1.1, -0.8, -0.1, |
| 0.1, 0.05, -0.5, -0.5, 0.1], |
| i1: # input 2 |
| [512, 512, 1, |
| 128, 256, 0.5, |
| 256, 256, 0.7, |
| 1024, 512, 2, |
| 1024, 512, 2]} |
| |
| Example((inputs, { |
| o1: # output 0 |
| [280.000000, 318.000000, 366.420837, 341.992798, 0.672958, |
| 295.000000, 276.000000, 201.096008, 341.992798, -0.472958, |
| 241.000000, 121.099998, 5.967299, 0.367879, -25.729584, |
| 241.800003, 120.949997, 250.000015, 62.500004, 37.295776, |
| 35.068058, 98.561310, 71.136116, 198.122620, -0.704224, |
| 25.000000, 60.714287, 0.711244, 3.887912, 39.402824, |
| 17.857143, 39.285713, 105.557945, 316.673828, -29.352112, |
| 25.000000, 60.714287, 0.711244, 3.887912, 24.597168, |
| 150.000000, 211.428574, 0.177063, 0.062286, 0.704224, |
| 178.571442, 182.500000, 130.151367, 366.000000, 0.704224, |
| 150.000000, 211.428574, 0.177054, 0.062300, -64.075356, |
| 178.571442, 146.428574, 130.151352, 504.823792, -64.075356, |
| 127.500000, 422.799561, 256.000000, 177.400848, -0.729584, |
| 365.000000, 548.750000, 110.363838, 349.485474, 10.729584, |
| 395.000000, 430.000000, 2707.504150, 191.801697, -10.729584, |
| 255.000000, 442.753632, 1.000000, 137.492737, 0.729584], |
| b1: # batch split |
| [1, 1, 4, 2, 0] |
| }), model=model1).AddVariations("relaxed") |
| |
| Example((inputs, { |
| o1: # output 0 |
| [280.000000, 318.000000, 366.420837, 341.992798, 0.672958, |
| 295.000000, 276.000000, 201.096008, 341.992798, -0.472958, |
| 120.500000, 60.549999, 2.983649, 0.183940, -205.729584, |
| 120.900002, 60.474998, 125.000008, 31.250002, -142.704224, |
| 24.547640, 68.992912, 49.795280, 138.685837, -0.704224, |
| 17.500000, 42.500000, 0.497871, 2.721538, 39.402824, |
| 12.500000, 27.499998, 73.890564, 221.671677, -29.352112, |
| 17.500000, 42.500000, 0.497871, 2.721538, -155.402832, |
| 105.000000, 148.000000, 0.123944, 0.043600, 0.704224, |
| 125.000008, 127.750000, 91.105957, 256.199982, 0.704224, |
| 105.000000, 148.000000, 0.123938, 0.043610, -64.075356, |
| 125.000008, 102.500000, 91.105942, 353.376648, -64.075356, |
| 790.000000, 860.000000, 5415.008301, 383.603394, 179.270416, |
| 730.000000, 1097.500000, 220.727676, 698.970947, 190.729584, |
| 790.000000, 860.000000, 5415.008301, 383.603394, -190.729584, |
| 730.000000, 1097.500000, 220.727676, 698.970947, -179.270416], |
| b1: # batch split |
| [1, 1, 4, 2, 0] |
| }), model=model2).AddVariations("relaxed") |
| |
| Example((inputs, { |
| o1: # output 0 |
| [280.000000, 318.000000, 366.420837, 341.992767, 0.672958, |
| 295.000000, 276.000000, 201.096008, 341.992767, -0.472958, |
| 120.500000, 60.549999, 2.983649, 0.183940, -25.729584, |
| 120.900002, 60.474998, 125.000008, 31.250002, 37.295776, |
| 12.500000, 27.499998, 73.890564, 221.671677, -0.704224, |
| 17.500000, 42.500000, 0.497871, 2.721538, 39.402824, |
| 12.500000, 27.499998, 73.890564, 221.671677, -29.352112, |
| 17.500000, 42.500000, 0.497871, 2.721538, 24.597168, |
| 105.000000, 148.000000, 0.123938, 0.043610, 0.704224, |
| 125.000008, 102.500000, 91.105942, 353.376648, 0.704224, |
| 105.000000, 148.000000, 0.123938, 0.043610, -64.075356, |
| 125.000008, 102.500000, 91.105942, 353.376648, -64.075356, |
| 790.000000, 860.000000, 5415.008301, 383.603394, -0.729584, |
| 730.000000, 1097.500000, 220.727676, 698.970947, 10.729584, |
| 790.000000, 860.000000, 5415.008301, 383.603394, -10.729584, |
| 730.000000, 1097.500000, 220.727676, 698.970947, 0.729584], |
| b1: # batch split |
| [1, 1, 4, 2, 0] |
| }), model=model3).AddVariations("relaxed") |
| |
| |
| # TEST 4: ROTATED_BBOX_TRANSFORM_SINGLE_BATCH |
| # weight = [2, 2, .5, .5], applyScale = true, angleBound = [-90, 90], clipAngleThreshold = -1.0 |
| r4 = Input("roi", "TENSOR_FLOAT32", "{4, 5}") |
| d4 = Input("bboxDeltas", "TENSOR_FLOAT32", "{4, 10}") |
| i4 = Input("imageInfo", "TENSOR_FLOAT32", "{1, 3}") |
| o4 = Output("out", "TENSOR_FLOAT32", "{4, 10}") |
| b4 = Output("batchSplit", "TENSOR_INT32", "{1}") |
| Model("single_batch").Operation("ROTATED_BBOX_TRANSFORM", r4, d4, i4, [2., 2., 0.5, 0.5], True, True, -90, 90, -1.0).To([o4, b4]) |
| |
| Example({ |
| r4: [15, 35, 10, 30, -58, |
| 15, 35, 10, 30, -58, |
| 100, 135, 50, 130, 58, |
| 100, 135, 50, 130, -1.05], |
| d4: [-0.5, -0.5, 1, 1, 1, |
| 0.5, 0.5, -1.5, -1.2, 1.7, |
| -0.5, -0.5, 1, 1, 0.5, |
| 0.5, 0.5, -1.5, -1.2, -1.7, |
| 0.2, 0.2, -3, -4, -1, |
| 1, -0.5, 0.3, 0.5, -1, |
| 0.2, 0.2, -3, -4, -1.1, |
| 1, -0.5, 0.3, 0.5, -1.1], |
| i4: [256, 256, 0.7], |
| o4: [12.500000, 27.499998, 73.890564, 221.671677, -0.704224, |
| 17.500000, 42.500000, 0.497871, 2.721538, 39.402824, |
| 12.500000, 27.499998, 73.890564, 221.671677, -29.352112, |
| 17.500000, 42.500000, 0.497871, 2.721538, 24.597168, |
| 105.000000, 148.000000, 0.123938, 0.043610, 0.704224, |
| 125.000008, 102.500000, 91.105942, 353.376648, 0.704224, |
| 105.000000, 148.000000, 0.123938, 0.043610, -64.075356, |
| 125.000008, 102.500000, 91.105942, 353.376648, -64.075356], |
| b4: [4] |
| }).AddVariations("relaxed") |
