diff options
Diffstat (limited to 'ethosu/vela/register_command_stream_util.py')
| -rw-r--r-- | ethosu/vela/register_command_stream_util.py | 12 |
1 files changed, 12 insertions, 0 deletions
diff --git a/ethosu/vela/register_command_stream_util.py b/ethosu/vela/register_command_stream_util.py index b2c84d7c..1b2cb47b 100644 --- a/ethosu/vela/register_command_stream_util.py +++ b/ethosu/vela/register_command_stream_util.py @@ -32,6 +32,7 @@ from .api import NpuLayout from .api import NpuOperation from .api import NpuOperationType from .api import NpuPadding +from .api import NpuQuantization from .api import NpuShape3D from .architecture_features import ArchitectureFeatures from .architecture_features import Block @@ -80,6 +81,17 @@ def shape3d_to_block(shape: NpuShape3D) -> Block: return Block(shape.width, shape.height, shape.depth) +def get_zero_point(fm: NpuFeatureMap): + return int(fm.quantization.zero_point if fm.quantization else 0) + + +def quantise(value: float, quant: Optional[NpuQuantization]) -> int: + """Quantizes the given value""" + scale = 1 if quant is None or quant.scale_f32 is None else quant.scale_f32 + zp = 0 if quant is None else quant.zero_point + return numeric_util.quantise_float32(value, scale, zp) + + # ------------------------------------------------------------------- # ADDRESSING/STRIDES (helper functions) # ------------------------------------------------------------------- |