diff options
Diffstat (limited to 'ethosu/vela/supported_operators.py')
| -rw-r--r-- | ethosu/vela/supported_operators.py | 18 |
1 files changed, 11 insertions, 7 deletions
diff --git a/ethosu/vela/supported_operators.py b/ethosu/vela/supported_operators.py index 65588bf4..ab7f2db7 100644 --- a/ethosu/vela/supported_operators.py +++ b/ethosu/vela/supported_operators.py @@ -15,6 +15,8 @@ # limitations under the License. # Description: # The SupportedOperators class which is a collection of all supported operators and parameter checks. +import numpy as np + from .data_type import BaseType from .data_type import DataType @@ -287,13 +289,15 @@ class SupportedOperators: return True if op.inputs[0].shape == op.outputs[0].shape: return True - upscaled_shape = [op.inputs[0].shape[1] * 2, op.inputs[0].shape[2] * 2] - out_shape = op.outputs[0].shape[1:3] - if not op.attrs["align_corners"] and out_shape != upscaled_shape: - return False - elif op.attrs["align_corners"] and out_shape != [upscaled_shape[0] - 1, upscaled_shape[1] - 1]: - return False - return True + upscaled_shape = np.array(op.inputs[0].shape[1:3]) + out_shape = np.array(op.outputs[0].shape[1:3]) + while (upscaled_shape < out_shape).all(): + upscaled_shape *= 2 + if op.attrs["align_corners"]: + upscaled_shape -= 1 + if np.array_equal(out_shape, upscaled_shape): + return True + return False def check_vector_product_restrictions(self, op): # check data type |