diff options
Diffstat (limited to 'ethosu/vela/tflite_model_semantic.py')
| -rw-r--r-- | ethosu/vela/tflite_model_semantic.py | 39 |
1 files changed, 34 insertions, 5 deletions
diff --git a/ethosu/vela/tflite_model_semantic.py b/ethosu/vela/tflite_model_semantic.py index 3b7f248a..b2644791 100644 --- a/ethosu/vela/tflite_model_semantic.py +++ b/ethosu/vela/tflite_model_semantic.py @@ -41,7 +41,13 @@ def _optype_formatter(op_list): class TFLiteSemantic: # Categorised lists of operators - convolution_ops = set((Op.Conv2DBias, Op.Conv2D, Op.QuantizedConv2D,)) + convolution_ops = set( + ( + Op.Conv2DBias, + Op.Conv2D, + Op.QuantizedConv2D, + ) + ) depthwise_convolution_ops = set((Op.DepthwiseConv2DBias,)) transpose_convolution_ops = set((Op.Conv2DBackpropInput,)) convolution_like_ops = convolution_ops | depthwise_convolution_ops | transpose_convolution_ops @@ -49,13 +55,36 @@ class TFLiteSemantic: avg_pooling_ops = Op.op_set(Op.is_avgpool_op) pooling_ops = set((Op.ReduceSum,)) | max_pooling_ops | avg_pooling_ops unary_elem_wise_main_ops = Op.op_set(Op.is_unary_elementwise_op) - binary_elem_wise_min_max_ops = set((Op.Minimum, Op.Maximum,)) - binary_elem_wise_shift_ops = set((Op.SHL, Op.SHR,)) - binary_elem_wise_add_mul_sub = set((Op.Add, Op.Mul, Op.Sub,)) + binary_elem_wise_min_max_ops = set( + ( + Op.Minimum, + Op.Maximum, + ) + ) + binary_elem_wise_shift_ops = set( + ( + Op.SHL, + Op.SHR, + ) + ) + binary_elem_wise_add_mul_sub = set( + ( + Op.Add, + Op.Mul, + Op.Sub, + ) + ) 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)) - reshape_ops = set((Op.Reshape, Op.QuantizedReshape, Op.Squeeze, Op.ExpandDims,)) + reshape_ops = set( + ( + Op.Reshape, + Op.QuantizedReshape, + Op.Squeeze, + Op.ExpandDims, + ) + ) def __init__(self): # Setup the generic constraints. Note: the order matters |