diff options
Diffstat (limited to 'ethosu/vela/tflite_model_semantic.py')
| -rw-r--r-- | ethosu/vela/tflite_model_semantic.py | 11 |
1 files changed, 6 insertions, 5 deletions
diff --git a/ethosu/vela/tflite_model_semantic.py b/ethosu/vela/tflite_model_semantic.py index 9408e0ce..16ca2797 100644 --- a/ethosu/vela/tflite_model_semantic.py +++ b/ethosu/vela/tflite_model_semantic.py @@ -76,7 +76,7 @@ class TFLiteSemantic: ) binary_elem_wise_main_ops = binary_elem_wise_min_max_ops | binary_elem_wise_add_mul_sub | binary_elem_wise_shift_ops elem_wise_main_ops = binary_elem_wise_main_ops | unary_elem_wise_main_ops - shapeless_input_ops = binary_elem_wise_main_ops | set((Op.Split, Op.SplitV, Op.Mean, Op.ExpandDims)) + shapeless_input_ops = binary_elem_wise_main_ops | set((Op.Split, Op.SplitV, Op.Mean, Op.ExpandDims, Op.Quantize)) reshape_ops = set( ( Op.Reshape, @@ -214,13 +214,10 @@ class TFLiteSemantic: generic_constraints_exclude_list = { Op.Shape: [ TFLiteSemantic.constraint_tens_quant_none_check, - TFLiteSemantic.constraint_tens_quant_scale, - TFLiteSemantic.constraint_quant_scale_inf, ], Op.Quantize: [ TFLiteSemantic.constraint_tens_no_dynamic, TFLiteSemantic.constraint_tens_output_scalar, - TFLiteSemantic.constraint_tens_input_scalar, ], } return generic_constraints_exclude_list @@ -314,7 +311,11 @@ class TFLiteSemantic: extra = [] tensors = [tens for tens in op.get_ifm_ifm2_weights_ofm() if tens] for tens in tensors: - if (tens.quantization.scale_f32 is not None) and np.isinf(tens.quantization.scale_f32).any(): + if ( + tens.quantization + and tens.quantization.scale_f32 is not None + and np.isinf(tens.quantization.scale_f32).any() + ): valid = False extra.append(f"Tensor '{tens.name}' has quantization scale: {tens.quantization.scale_f32}") return valid, ", ".join(extra) |