Merge branch 'dev' into feature/attention-streamline

Author: iksnagreb

.isort.cfg

@@ -9,3 +9,6 @@ sections=FUTURE,STDLIB,TEST,THIRDPARTY,FIRSTPARTY,LOCALFOLDER
 default_section=THIRDPARTY
 multi_line_output=3
 profile=black
+ignore_comments=true
+ignore_whitespace=true
+honor_noqa=true

fetch-repos.sh

@@ -29,7 +29,7 @@
 
 QONNX_COMMIT="4b731dbf3120316f11ae1c4b298ceaf9e73f21b3"
 FINN_EXP_COMMIT="0724be21111a21f0d81a072fccc1c446e053f851"
-BREVITAS_COMMIT="d4834bd2a0fad3c1fbc0ff7e1346d5dcb3797ea4"
+BREVITAS_COMMIT="003f9f4070c20639790c7b406a28612a089fc502"
 PYVERILATOR_COMMIT="ce0a08c20cb8c1d1e84181d6f392390f846adbd1"
 CNPY_COMMIT="4e8810b1a8637695171ed346ce68f6984e585ef4"
 HLSLIB_COMMIT="5c5ad631e3602a8dd5bd3399a016477a407d6ee7"
@@ -42,7 +42,7 @@ EXP_BOARD_FILES_MD5="226ca927a16ea4ce579f1332675e9e9a"
 
 QONNX_URL="https://github.com/iksnagreb/qonnx.git"
 FINN_EXP_URL="https://github.com/Xilinx/finn-experimental.git"
-BREVITAS_URL="https://github.com/Xilinx/brevitas.git"
+BREVITAS_URL="https://github.com/iksnagreb/brevitas.git"
 PYVERILATOR_URL="https://github.com/maltanar/pyverilator.git"
 CNPY_URL="https://github.com/rogersce/cnpy.git"
 HLSLIB_URL="https://github.com/Xilinx/finn-hlslib.git"

src/finn/custom_op/fpgadataflow/__init__.py

@@ -51,12 +51,17 @@ def register_custom_op(cls):
 # Disable linting from here, as all import will be flagged E402 and maybe F401
 
 
+# Import the submodule containing specializations of ElementwiseBinaryOperation
+# Note: This will automatically register all decorated classes into this domain
+import finn.custom_op.fpgadataflow.elementwise_binary
+
 # Import the submodule containing the Squeeze operation
 # Note: This will automatically register all decorated classes into this domain
 import finn.custom_op.fpgadataflow.squeeze
 
 # Import the submodule containing the Unsqueeze operation
 import finn.custom_op.fpgadataflow.unsqueeze
+
 from finn.custom_op.fpgadataflow.addstreams import AddStreams
 from finn.custom_op.fpgadataflow.channelwise_op import ChannelwiseOp
 from finn.custom_op.fpgadataflow.concat import StreamingConcat