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-rw-r--r--silx/opencl/utils.py93
1 files changed, 93 insertions, 0 deletions
diff --git a/silx/opencl/utils.py b/silx/opencl/utils.py
index f558c1b..575e018 100644
--- a/silx/opencl/utils.py
+++ b/silx/opencl/utils.py
@@ -119,3 +119,96 @@ def concatenate_cl_kernel(filenames):
this method concatenates all the kernel from the list
"""
return os.linesep.join(read_cl_file(fn) for fn in filenames)
+
+
+
+
+class ConvolutionInfos(object):
+ allowed_axes = {
+ "1D": [None],
+ "separable_2D_1D_2D": [None, (0, 1), (1, 0)],
+ "batched_1D_2D": [(0,), (1,)],
+ "separable_3D_1D_3D": [
+ None,
+ (0, 1, 2),
+ (1, 2, 0),
+ (2, 0, 1),
+ (2, 1, 0),
+ (1, 0, 2),
+ (0, 2, 1)
+ ],
+ "batched_1D_3D": [(0,), (1,), (2,)],
+ "batched_separable_2D_1D_3D": [(0,), (1,), (2,)], # unsupported (?)
+ "2D": [None],
+ "batched_2D_3D": [(0,), (1,), (2,)],
+ "separable_3D_2D_3D": [
+ (1, 0),
+ (0, 1),
+ (2, 0),
+ (0, 2),
+ (1, 2),
+ (2, 1),
+ ],
+ "3D": [None],
+ }
+ use_cases = {
+ (1, 1): {
+ "1D": {
+ "name": "1D convolution on 1D data",
+ "kernels": ["convol_1D_X"],
+ },
+ },
+ (2, 2): {
+ "2D": {
+ "name": "2D convolution on 2D data",
+ "kernels": ["convol_2D_XY"],
+ },
+ },
+ (3, 3): {
+ "3D": {
+ "name": "3D convolution on 3D data",
+ "kernels": ["convol_3D_XYZ"],
+ },
+ },
+ (2, 1): {
+ "separable_2D_1D_2D": {
+ "name": "Separable (2D->1D) convolution on 2D data",
+ "kernels": ["convol_1D_X", "convol_1D_Y"],
+ },
+ "batched_1D_2D": {
+ "name": "Batched 1D convolution on 2D data",
+ "kernels": ["convol_1D_X", "convol_1D_Y"],
+ },
+ },
+ (3, 1): {
+ "separable_3D_1D_3D": {
+ "name": "Separable (3D->1D) convolution on 3D data",
+ "kernels": ["convol_1D_X", "convol_1D_Y", "convol_1D_Z"],
+ },
+ "batched_1D_3D": {
+ "name": "Batched 1D convolution on 3D data",
+ "kernels": ["convol_1D_X", "convol_1D_Y", "convol_1D_Z"],
+ },
+ "batched_separable_2D_1D_3D": {
+ "name": "Batched separable (2D->1D) convolution on 3D data",
+ "kernels": ["convol_1D_X", "convol_1D_Y", "convol_1D_Z"],
+ },
+ },
+ (3, 2): {
+ "separable_3D_2D_3D": {
+ "name": "Separable (3D->2D) convolution on 3D data",
+ "kernels": ["convol_2D_XY", "convol_2D_XZ", "convol_2D_YZ"],
+ },
+ "batched_2D_3D": {
+ "name": "Batched 2D convolution on 3D data",
+ "kernels": ["convol_2D_XY", "convol_2D_XZ", "convol_2D_YZ"],
+ },
+ },
+ }
+
+
+
+
+
+
+