aboutsummaryrefslogtreecommitdiff
path: root/ethosu/vela/tosa/MulAttribute.py
diff options
context:
space:
mode:
authorPatrik Gustavsson <patrik.gustavsson@arm.com>2021-06-28 07:41:58 +0200
committerPatrik Gustavsson <patrik.gustavsson@arm.com>2021-07-08 10:57:25 +0200
commit8f1f9aaa58175b17cd2e505bfcdb0e40c955ea72 (patch)
tree0174f8ef15007f5e220cfc4d283046451282102e /ethosu/vela/tosa/MulAttribute.py
parent6f4955aa7097b123bbf31aae4654547bb3e3c68c (diff)
downloadethos-u-vela-8f1f9aaa58175b17cd2e505bfcdb0e40c955ea72.tar.gz
MLBEDSW-4838 Added basic TOSA support.
Added basic TOSA support, enabling Vela to read and compile a .tosa file corresponding to CONV2D + Rescale + Clamp, and writing it to an optimized .tflite file. The optimized .tflite file, will in this case, hold a commandstream where the Rescale and Clamp has been fused into the CONV2D. The optimized tflite file is not output from Vela. -Added support to read .tosa file into Vela internal structure. - Added tosa_reader.py, tosa_mapper.py and helper files stored under tosa/ - Support for this limited to ~10 ops -Added reader_util.py for functions common for TOSA and TFLite -Added tosa_graph_optimiser.py -Added support to fuse Rescale into convolution -Modified handling for padding -Added support to fuse Clamp to previous op -Added graph_optimiser_util.py -Moved functions common for TOSA/TFLite graph optimization to this file. -Renamed graph_optimiser.py to tflite_graph_optmiser.py -Added separate tosa_supported_operators.py -Added supported_operator_util.py -For functions in common for TOSA/TFLite Signed-off-by: Patrik Gustavsson <patrik.gustavsson@arm.com> Change-Id: Ic3c540504ec8c5eb4771397fdc6882050ecf33ab
Diffstat (limited to 'ethosu/vela/tosa/MulAttribute.py')
-rw-r--r--ethosu/vela/tosa/MulAttribute.py30
1 files changed, 30 insertions, 0 deletions
diff --git a/ethosu/vela/tosa/MulAttribute.py b/ethosu/vela/tosa/MulAttribute.py
new file mode 100644
index 00000000..c08f6840
--- /dev/null
+++ b/ethosu/vela/tosa/MulAttribute.py
@@ -0,0 +1,30 @@
+# automatically generated by the FlatBuffers compiler, do not modify
+
+# namespace: tosa
+
+import flatbuffers
+
+class MulAttribute(object):
+ __slots__ = ['_tab']
+
+ @classmethod
+ def GetRootAsMulAttribute(cls, buf, offset):
+ n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
+ x = MulAttribute()
+ x.Init(buf, n + offset)
+ return x
+
+ # MulAttribute
+ def Init(self, buf, pos):
+ self._tab = flatbuffers.table.Table(buf, pos)
+
+ # MulAttribute
+ def Shift(self):
+ o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(4))
+ if o != 0:
+ return self._tab.Get(flatbuffers.number_types.Int32Flags, o + self._tab.Pos)
+ return 0
+
+def MulAttributeStart(builder): builder.StartObject(1)
+def MulAttributeAddShift(builder, shift): builder.PrependInt32Slot(0, shift, 0)
+def MulAttributeEnd(builder): return builder.EndObject()