Merge pull request #1509 from roboflow/codeflash/optimize-pr1504-2025-08-25T10.24.18

⚡️ Speed up function `construct_simd_step_input` by 37% in PR #1504 (`feature/try-to-beat-the-limitation-of-ee-in-terms-of-singular-elements-pushed-into-batch-inputs`)

Author: PawelPeczek-Roboflow

inference/core/workflows/execution_engine/v1/executor/execution_data_manager/step_input_assembler.py

@@ -431,8 +431,9 @@ def prepare_parameters(
                 parameters={},
             )
         empty_indices = get_empty_batch_elements_indices(value=result)
-        indices = [e for e in indices if e not in empty_indices]
-        result = remove_indices(value=result, indices=empty_indices)
+        if empty_indices:
+            indices = [e for e in indices if e not in empty_indices]
+            result = remove_indices(value=result, indices=empty_indices)
     return BatchModeSIMDStepInput(
         indices=indices,
         parameters=result,