[HAL] Use util.assume.int for memref alignments (#19691)

When bufferizing, use util.assume.int to construct
memref.assume_alignment, since we can use the divisibility on those
assumptions constrain the subspan offset.

compiler/src/iree/compiler/Codegen/Common/test/iree_comprehensive_bufferize.mlir

diff --git a/compiler/src/iree/compiler/Codegen/Common/test/iree_comprehensive_bufferize.mlir b/compiler/src/iree/compiler/Codegen/Common/test/iree_comprehensive_bufferize.mlir
index 953d361..79d3837 100644
--- a/compiler/src/iree/compiler/Codegen/Common/test/iree_comprehensive_bufferize.mlir
+++ b/compiler/src/iree/compiler/Codegen/Common/test/iree_comprehensive_bufferize.mlir
@@ -76,7 +76,7 @@
 
 // -----
 
-#pipeline_layout = #hal.pipeline.layout<constants = 4, bindings = [
+#pipeline_layout = #hal.pipeline.layout<constants = 5, bindings = [
   #hal.pipeline.binding<storage_buffer>,
   #hal.pipeline.binding<storage_buffer>,
   #hal.pipeline.binding<storage_buffer>
@@ -84,15 +84,17 @@
 func.func @matmul_fill() {
   %cst = arith.constant 0.0 : f32
   %c0 = arith.constant 0 : index
-  %c1024 = arith.constant 1024 : index
   %m = hal.interface.constant.load layout(#pipeline_layout) ordinal(0) : index
   %n = hal.interface.constant.load layout(#pipeline_layout) ordinal(1) : index
   %k = hal.interface.constant.load layout(#pipeline_layout) ordinal(2) : index
   %base_offset_i32 = hal.interface.constant.load layout(#pipeline_layout) ordinal(3) alignment(8) : i32
   %base_offset = arith.index_castui %base_offset_i32 : i32 to index
+  %res_offset_i32 = hal.interface.constant.load layout(#pipeline_layout) ordinal(4) : i32
+  %res_offset_index = arith.index_castui %res_offset_i32 : i32 to index
+  %res_offset = util.assume.int %res_offset_index[<umin = 0, umax = 0>, <umin = 128, umax = 128, udiv = 128>, <umin = 1024, umax = 1024, udiv = 1024>] : index
   %lhs = hal.interface.binding.subspan layout(#pipeline_layout) binding(0) alignment(32) : !flow.dispatch.tensor<readonly:tensor<?x?xf32>>{%m, %k}
   %rhs = hal.interface.binding.subspan layout(#pipeline_layout) binding(1) alignment(64) offset(%base_offset) : !flow.dispatch.tensor<readonly:tensor<?x?xf32>>{%k, %n}
-  %result = hal.interface.binding.subspan layout(#pipeline_layout) binding(2) alignment(64) offset(%c1024) : !flow.dispatch.tensor<readwrite:tensor<?x?xf32>>{%m, %n}
+  %result = hal.interface.binding.subspan layout(#pipeline_layout) binding(2) alignment(64) offset(%res_offset) : !flow.dispatch.tensor<readwrite:tensor<?x?xf32>>{%m, %n}
   %wg_id_y = hal.interface.workgroup.id[1] : index
   %wg_count_y = hal.interface.workgroup.count[1] : index
   %wg_size_y = hal.interface.workgroup.size[1] : index
@@ -127,11 +129,14 @@
 //  CHECK-DAG:   %[[K:.+]] = hal.interface.constant.load layout({{.+}}) ordinal(2)
 //  CHECK-DAG:   %[[BASE_OFFSET_I32:.+]] = hal.interface.constant.load layout({{.+}}) ordinal(3)
 //  CHECK-DAG:   %[[BASE_OFFSET:.+]] = arith.index_castui %[[BASE_OFFSET_I32]]
+//  CHECK-DAG:   %[[RES_OFFSET_I32:.+]] = hal.interface.constant.load layout({{.+}}) ordinal(4)
+//  CHECK-DAG:   %[[RES_OFFSET_INDEX:.+]] = arith.index_castui %[[RES_OFFSET_I32]]
+//  CHECK-DAG:   %[[RES_OFFSET:.+]] = util.assume.int %[[RES_OFFSET_INDEX]]
 //  CHECK-DAG:   %[[LHS:.+]] = hal.interface.binding.subspan layout({{.+}}) binding(0) alignment(32)
 //  CHECK-DAG:   memref.assume_alignment %[[LHS]], 32
 //  CHECK-DAG:   %[[RHS:.+]] = hal.interface.binding.subspan layout({{.+}}) binding(1) alignment(64) offset(%[[BASE_OFFSET]])
 //  CHECK-DAG:   memref.assume_alignment %[[RHS]], 8
-//  CHECK-DAG:   %[[RESULT:.+]] = hal.interface.binding.subspan layout({{.+}}) binding(2) alignment(64) offset(%c1024)
+//  CHECK-DAG:   %[[RESULT:.+]] = hal.interface.binding.subspan layout({{.+}}) binding(2) alignment(64) offset(%[[RES_OFFSET]])
 //  CHECK-DAG:   memref.assume_alignment %[[RESULT]], 64
 //  CHECK-DAG:   %[[WG_ID_Y:.+]] = hal.interface.workgroup.id[1]
 //  CHECK-DAG:   %[[WG_COUNT_Y:.+]] = hal.interface.workgroup.count[1]

compiler/src/iree/compiler/Dialect/HAL/IR/HALTypes.cpp

diff --git a/compiler/src/iree/compiler/Dialect/HAL/IR/HALTypes.cpp b/compiler/src/iree/compiler/Dialect/HAL/IR/HALTypes.cpp
index 9e31af7..ea46009 100644
--- a/compiler/src/iree/compiler/Dialect/HAL/IR/HALTypes.cpp
+++ b/compiler/src/iree/compiler/Dialect/HAL/IR/HALTypes.cpp
@@ -55,6 +55,9 @@
     }
   } else if (auto castOp = dyn_cast<arith::IndexCastUIOp>(op)) {
     return lookupOffsetOrAlignment(castOp.getOperand());
+  } else if (auto assumeOp = dyn_cast<IREE::Util::AssumeIntOp>(op)) {
+    return assumeOp.getUnionedUnsignedDivisor(
+        cast<OpResult>(value).getResultNumber());
   }
 
   // TODO(benvanik): more searching using util.align and other ops.