| 32 | } |
| 33 | |
| 34 | TEST_P(LayerDeviceFPTest, Alibi) { |
| 35 | const Device device = GetParam().device; |
| 36 | const DataType dtype = GetParam().dtype; |
| 37 | const float error = std::max(GetParam().error, float(1e-4)); |
| 38 | |
| 39 | const StorageView zero({3, 4, 2, 5}, 0.f, device); |
| 40 | |
| 41 | { |
| 42 | const StorageView expected({3, 4, 2, 5}, std::vector<float>{ |
| 43 | -1.0, -0.75, -0.5, -0.25, 0.0, |
| 44 | -1.0, -0.75, -0.5, -0.25, 0.0, |
| 45 | -0.25, -0.1875, -0.125, -0.0625, 0.0, |
| 46 | -0.25, -0.1875, -0.125, -0.0625, 0.0, |
| 47 | -0.0625, -0.046875, -0.03125, -0.015625, 0.0, |
| 48 | -0.0625, -0.046875, -0.03125, -0.015625, 0.0, |
| 49 | -0.015625, -0.01171875, -0.0078125, -0.00390625, 0.0, |
| 50 | -0.015625, -0.01171875, -0.0078125, -0.00390625, 0.0, |
| 51 | -1.0, -0.75, -0.5, -0.25, 0.0, |
| 52 | -1.0, -0.75, -0.5, -0.25, 0.0, |
| 53 | -0.25, -0.1875, -0.125, -0.0625, 0.0, |
| 54 | -0.25, -0.1875, -0.125, -0.0625, 0.0, |
| 55 | -0.0625, -0.046875, -0.03125, -0.015625, 0.0, |
| 56 | -0.0625, -0.046875, -0.03125, -0.015625, 0.0, |
| 57 | -0.015625, -0.01171875, -0.0078125, -0.00390625, 0.0, |
| 58 | -0.015625, -0.01171875, -0.0078125, -0.00390625, 0.0, |
| 59 | -1.0, -0.75, -0.5, -0.25, 0.0, |
| 60 | -1.0, -0.75, -0.5, -0.25, 0.0, |
| 61 | -0.25, -0.1875, -0.125, -0.0625, 0.0, |
| 62 | -0.25, -0.1875, -0.125, -0.0625, 0.0, |
| 63 | -0.0625, -0.046875, -0.03125, -0.015625, 0.0, |
| 64 | -0.0625, -0.046875, -0.03125, -0.015625, 0.0, |
| 65 | -0.015625, -0.01171875, -0.0078125, -0.00390625, 0.0, |
| 66 | -0.015625, -0.01171875, -0.0078125, -0.00390625, 0.0}); |
| 67 | |
| 68 | layers::Alibi alibi; |
| 69 | StorageView x = zero.to(dtype); |
| 70 | alibi.apply(x); |
| 71 | expect_storage_eq(x.to_float32(), expected, error); |
| 72 | } |
| 73 | |
| 74 | { |
| 75 | const StorageView expected({3, 4, 2, 5}, std::vector<float>{ |
| 76 | 0.0000, 0.2500, 0.5000, 0.7500, 1.0000, |
| 77 | 0.0000, 0.2500, 0.5000, 0.7500, 1.0000, |
| 78 | 0.0000, 0.0625, 0.1250, 0.1875, 0.2500, |
| 79 | 0.0000, 0.0625, 0.1250, 0.1875, 0.2500, |
| 80 | 0.0000, 0.0156, 0.0312, 0.0469, 0.0625, |
| 81 | 0.0000, 0.0156, 0.0312, 0.0469, 0.0625, |
| 82 | 0.0000, 0.0039, 0.0078, 0.0117, 0.0156, |
| 83 | 0.0000, 0.0039, 0.0078, 0.0117, 0.0156, |
| 84 | 0.0000, 0.2500, 0.5000, 0.7500, 1.0000, |
| 85 | 0.0000, 0.2500, 0.5000, 0.7500, 1.0000, |
| 86 | 0.0000, 0.0625, 0.1250, 0.1875, 0.2500, |
| 87 | 0.0000, 0.0625, 0.1250, 0.1875, 0.2500, |
| 88 | 0.0000, 0.0156, 0.0312, 0.0469, 0.0625, |
| 89 | 0.0000, 0.0156, 0.0312, 0.0469, 0.0625, |
| 90 | 0.0000, 0.0039, 0.0078, 0.0117, 0.0156, |
| 91 | 0.0000, 0.0039, 0.0078, 0.0117, 0.0156, |
nothing calls this directly
no test coverage detected