Uplift third_party/tt-mlir to origin/main (9a75141d932abc4a068efdb800a3e2c9b52b3926) 2025-10-26 (#3002)

This PR uplifts the third_party/tt-mlir submodule to the origin/main

---------

Co-authored-by: Aleksandar Zecevic <[email protected]>

Author: vmilosevic

forge/csrc/CMakeLists.txt

@@ -23,6 +23,8 @@ set(TTFORGE_CSRC_INCLUDES
     ${CMAKE_SOURCE_DIR}/third_party/json/single_include
     ${CMAKE_SOURCE_DIR}/third_party/pybind11_json/include
     ${CMAKE_SOURCE_DIR}/third_party/tt-mlir/build/include
+    ${CMAKE_SOURCE_DIR}/third_party/tt-mlir/build/runtime/include
+    ${CMAKE_SOURCE_DIR}/third_party/tt-mlir/build/install/include
     ${CMAKE_SOURCE_DIR}/third_party/tt-mlir/runtime/include
     ${CMAKE_SOURCE_DIR}/third_party/tt-mlir/include
     ${TTMLIR_TOOLCHAIN_DIR}/include

forge/csrc/passes/lower_to_mlir.cpp

@@ -809,7 +809,7 @@ class MLIRGenerator
         lowering_handler_map["atan"] = &MLIRGenerator::emit_mlir_ttforge_op<mlir::tt::ttir::AtanOp>;
         lowering_handler_map["argmax"] = &MLIRGenerator::emit_mlir_ttforge_op<mlir::tt::ttir::ArgMaxOp>;
         lowering_handler_map["avg_pool2d"] = &MLIRGenerator::emit_mlir_ttforge_op<mlir::tt::ttir::AvgPool2dOp>;
-        lowering_handler_map["batchnorm"] = &MLIRGenerator::emit_mlir_ttforge_op<mlir::tt::ttir::BatchNormOp>;
+        lowering_handler_map["batchnorm"] = &MLIRGenerator::emit_mlir_ttforge_op<mlir::tt::ttir::BatchNormInferenceOp>;
         lowering_handler_map["bitwise_and"] = &MLIRGenerator::emit_mlir_ttforge_op<mlir::tt::ttir::BitwiseAndOp>;
         lowering_handler_map["cast"] = &MLIRGenerator::emit_mlir_ttforge_op<mlir::tt::ttir::TypecastOp>;
         lowering_handler_map["clip"] = &MLIRGenerator::emit_mlir_ttforge_op<mlir::tt::ttir::ClampScalarOp>;