diff options
Diffstat (limited to 'src/core/NEON/kernels/convolution/common/tensor_utils.hpp')
-rw-r--r-- | src/core/NEON/kernels/convolution/common/tensor_utils.hpp | 46 |
1 files changed, 46 insertions, 0 deletions
diff --git a/src/core/NEON/kernels/convolution/common/tensor_utils.hpp b/src/core/NEON/kernels/convolution/common/tensor_utils.hpp new file mode 100644 index 0000000000..82619f4799 --- /dev/null +++ b/src/core/NEON/kernels/convolution/common/tensor_utils.hpp @@ -0,0 +1,46 @@ +/* + * Copyright (c) 2017 Arm Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ + +#pragma once +#include "tensor.hpp" + +// Methods to print tensors and weights +void PrintTensor(const Tensor4D<Tensor4DShape, float>& tensor); +void PrintWeights(const Tensor4D<KernelShape, float>& weights); + +// Test the equivalence of two tensors +// Counts the instances that |a - b|/|a| > max_err +bool CmpTensors( + const Tensor4D<Tensor4DShape, float>& a, + const Tensor4D<Tensor4DShape, float>& b, + const float max_err=0.0f +); + +// Fill the tensor with a test pattern +void TestPattern(Tensor4D<Tensor4DShape, float>& tensor); +void TestPattern(Tensor4D<KernelShape, float>& weights); + +// Fill the tensor with random values +void Randomise(Tensor4D<Tensor4DShape, float>& tensor, const int seed=0); +void Randomise(Tensor4D<KernelShape, float>& weights, const int seed=0); |