fixes pooling when the operator is None, the input is 1d

Author: Erman Okman

izer/izer.py

@@ -502,7 +502,8 @@ def main():
                            f'{pixelcount}) does not match the '
                            f'sum of all pixels ({pixels}) in the layer\'s `in_sequences`.')
                 input_dim[ll] = conf_input_dim[ll]
-        if operator[ll] != op.CONV1D:
+
+        if not (operator[ll] == op.CONV1D or (operator[ll] == op.NONE and input_dim[ll][1] == 1)):
             if pool_stride[ll][0] != pool_stride[ll][1]:
                 eprint(f'{layer_pfx(ll)}{op.string(operator[ll])} does not support '
                        f'non-square pooling stride (currently set to '
@@ -512,6 +513,7 @@ def main():
                            (input_dim[ll][1] + pool_stride[ll][1] - pool[ll][1]
                             - pool_dilation[ll][1] + 1) // pool_stride[ll][1]]
         else:
+            pool[ll][1] = 1
             pooled_size = [(input_dim[ll][0] + pool_stride[ll][0] - pool[ll][0]
                             - pool_dilation[ll][0] + 1) // pool_stride[ll][0],
                            1]
@@ -521,7 +523,7 @@ def main():
             eprint(f'{layer_pfx(ll)}Pooling or zero-padding results in a zero data '
                    f'dimension (input {input_dim[ll]}, result {pooled_dim[ll]}).')
 
-        if operator[ll] != op.CONV1D:
+        if not (operator[ll] == op.CONV1D or (operator[ll] == op.NONE and input_dim[ll][1] == 1)):
             if stride[ll][0] != stride[ll][1]:
                 eprint(f'{layer_pfx(ll)}{op.string(operator[ll])} does not support '
                        f'non-square stride (currently set to {stride[ll][0]}x{stride[ll][1]}).')