reconcile.txt

    func.func @matmul_dispatch_2_mmt4d_4x4x64x16x16x1_f32() {
      %c1537_i32 = arith.constant 1537 : i32
      %c1_i32 = arith.constant 1 : i32
      %c16_i32 = arith.constant 16 : i32
      %c64 = arith.constant 64 : index
      %c1 = arith.constant 1 : index
      %c0 = arith.constant 0 : index
      %c16384 = arith.constant 16384 : index
      %c32768 = arith.constant 32768 : index
      %0 = hal.interface.binding.subspan layout(<bindings = [#hal.pipeline.binding<storage_buffer, "ReadOnly|Indirect">, #hal.pipeline.binding<storage_buffer, Indirect>], flags = Indirect>) binding(0) alignment(64) offset(%c0) flags("ReadOnly|Indirect") : memref<4x64x16x1xf32, #hal.descriptor_type<storage_buffer>>
      memref.assume_alignment %0, 64 : memref<4x64x16x1xf32, #hal.descriptor_type<storage_buffer>>
      %1 = hal.interface.binding.subspan layout(<bindings = [#hal.pipeline.binding<storage_buffer, "ReadOnly|Indirect">, #hal.pipeline.binding<storage_buffer, Indirect>], flags = Indirect>) binding(0) alignment(64) offset(%c16384) flags("ReadOnly|Indirect") : memref<4x64x16x1xf32, strided<[1024, 16, 1, 1], offset: 4096>, #hal.descriptor_type<storage_buffer>>
      memref.assume_alignment %1, 64 : memref<4x64x16x1xf32, strided<[1024, 16, 1, 1], offset: 4096>, #hal.descriptor_type<storage_buffer>>
      %2 = hal.interface.binding.subspan layout(<bindings = [#hal.pipeline.binding<storage_buffer, "ReadOnly|Indirect">, #hal.pipeline.binding<storage_buffer, Indirect>], flags = Indirect>) binding(1) alignment(64) offset(%c32768) flags(Indirect) : memref<4x4x16x16xf32, strided<[1024, 256, 16, 1], offset: 8192>, #hal.descriptor_type<storage_buffer>>
      memref.assume_alignment %2, 64 : memref<4x4x16x16xf32, strided<[1024, 256, 16, 1], offset: 8192>, #hal.descriptor_type<storage_buffer>>
      %workgroup_id_x = hal.interface.workgroup.id[0] : index
      %workgroup_count_x = hal.interface.workgroup.count[0] : index
      %workgroup_id_y = hal.interface.workgroup.id[1] : index
      %workgroup_count_y = hal.interface.workgroup.count[1] : index
      %subview = memref.subview %0[%workgroup_id_y, 0, 0, 0] [1, 64, 16, 1] [1, 1, 1, 1] : memref<4x64x16x1xf32, #hal.descriptor_type<storage_buffer>> to memref<1x64x16x1xf32, strided<[1024, 16, 1, 1], offset: ?>, #hal.descriptor_type<storage_buffer>>
      %subview_0 = memref.subview %1[%workgroup_id_x, 0, 0, 0] [1, 64, 16, 1] [1, 1, 1, 1] : memref<4x64x16x1xf32, strided<[1024, 16, 1, 1], offset: 4096>, #hal.descriptor_type<storage_buffer>> to memref<1x64x16x1xf32, strided<[1024, 16, 1, 1], offset: ?>, #hal.descriptor_type<storage_buffer>>
      %subview_1 = memref.subview %2[%workgroup_id_y, %workgroup_id_x, 0, 0] [1, 1, 16, 16] [1, 1, 1, 1] : memref<4x4x16x16xf32, strided<[1024, 256, 16, 1], offset: 8192>, #hal.descriptor_type<storage_buffer>> to memref<1x1x16x16xf32, strided<[1024, 256, 16, 1], offset: ?>, #hal.descriptor_type<storage_buffer>>
      %3 = iree_codegen.ukernel.generic "iree_uk_mmt4d" ins(%subview, %subview_0 : memref<1x64x16x1xf32, strided<[1024, 16, 1, 1], offset: ?>, #hal.descriptor_type<storage_buffer>>, memref<1x64x16x1xf32, strided<[1024, 16, 1, 1], offset: ?>, #hal.descriptor_type<storage_buffer>>) outs(%subview_1 : memref<1x1x16x16xf32, strided<[1024, 256, 16, 1], offset: ?>, #hal.descriptor_type<storage_buffer>>) (%c1, %c1, %c64, %c16_i32, %c16_i32, %c1_i32, %c1537_i32 : index, index, index, i32, i32, i32, i32) fn_def_attrs {hal.import.bitcode = true, hal.import.fields = ["processor_data"]} strided_outer_dims(1) -> i32
      return
    }
  }

    func.func @matmul_dispatch_2_mmt4d_4x4x64x16x16x1_f32() {
      %c1537_i32 = arith.constant 1537 : i32
      %c1_i32 = arith.constant 1 : i32
      %c16_i32 = arith.constant 16 : i32
      %c64 = arith.constant 64 : index
      %c1 = arith.constant 1 : index
      %c4 = arith.constant 4 : index
      %c0 = arith.constant 0 : index
      %c16384 = arith.constant 16384 : index
      %c32768 = arith.constant 32768 : index
      %0 = hal.interface.binding.subspan layout(<bindings = [#hal.pipeline.binding<storage_buffer, "ReadOnly|Indirect">, #hal.pipeline.binding<storage_buffer, Indirect>], flags = Indirect>) binding(0) alignment(64) offset(%c0) flags("ReadOnly|Indirect") : memref<4x64x16x1xf32, #hal.descriptor_type<storage_buffer>>
      memref.assume_alignment %0, 64 : memref<4x64x16x1xf32, #hal.descriptor_type<storage_buffer>>
      %1 = hal.interface.binding.subspan layout(<bindings = [#hal.pipeline.binding<storage_buffer, "ReadOnly|Indirect">, #hal.pipeline.binding<storage_buffer, Indirect>], flags = Indirect>) binding(0) alignment(64) offset(%c16384) flags("ReadOnly|Indirect") : memref<4x64x16x1xf32, strided<[1024, 16, 1, 1], offset: 4096>, #hal.descriptor_type<storage_buffer>>
      memref.assume_alignment %1, 64 : memref<4x64x16x1xf32, strided<[1024, 16, 1, 1], offset: 4096>, #hal.descriptor_type<storage_buffer>>
      %2 = hal.interface.binding.subspan layout(<bindings = [#hal.pipeline.binding<storage_buffer, "ReadOnly|Indirect">, #hal.pipeline.binding<storage_buffer, Indirect>], flags = Indirect>) binding(1) alignment(64) offset(%c32768) flags(Indirect) : memref<4x4x16x16xf32, strided<[1024, 256, 16, 1], offset: 8192>, #hal.descriptor_type<storage_buffer>>
      memref.assume_alignment %2, 64 : memref<4x4x16x16xf32, strided<[1024, 256, 16, 1], offset: 8192>, #hal.descriptor_type<storage_buffer>>
      %workgroup_id_x = hal.interface.workgroup.id[0] : index
      %workgroup_count_x = hal.interface.workgroup.count[0] : index
      %workgroup_id_y = hal.interface.workgroup.id[1] : index
      %workgroup_count_y = hal.interface.workgroup.count[1] : index
      scf.for %arg0 = %workgroup_id_y to %c4 step %workgroup_count_y {
        %subview = memref.subview %0[%arg0, 0, 0, 0] [1, 64, 16, 1] [1, 1, 1, 1] : memref<4x64x16x1xf32, #hal.descriptor_type<storage_buffer>> to memref<1x64x16x1xf32, strided<[1024, 16, 1, 1], offset: ?>, #hal.descriptor_type<storage_buffer>>
        scf.for %arg1 = %workgroup_id_x to %c4 step %workgroup_count_x {
          %subview_0 = memref.subview %2[%arg0, %arg1, 0, 0] [1, 1, 16, 16] [1, 1, 1, 1] : memref<4x4x16x16xf32, strided<[1024, 256, 16, 1], offset: 8192>, #hal.descriptor_type<storage_buffer>> to memref<1x1x16x16xf32, strided<[1024, 256, 16, 1], offset: ?>, #hal.descriptor_type<storage_buffer>>
          %subview_1 = memref.subview %1[%arg1, 0, 0, 0] [1, 64, 16, 1] [1, 1, 1, 1] : memref<4x64x16x1xf32, strided<[1024, 16, 1, 1], offset: 4096>, #hal.descriptor_type<storage_buffer>> to memref<1x64x16x1xf32, strided<[1024, 16, 1, 1], offset: ?>, #hal.descriptor_type<storage_buffer>>
          %3 = iree_codegen.ukernel.generic "iree_uk_mmt4d" ins(%subview, %subview_1 : memref<1x64x16x1xf32, strided<[1024, 16, 1, 1], offset: ?>, #hal.descriptor_type<storage_buffer>>, memref<1x64x16x1xf32, strided<[1024, 16, 1, 1], offset: ?>, #hal.descriptor_type<storage_buffer>>) outs(%subview_0 : memref<1x1x16x16xf32, strided<[1024, 256, 16, 1], offset: ?>, #hal.descriptor_type<storage_buffer>>) (%c1, %c1, %c64, %c16_i32, %c16_i32, %c1_i32, %c1537_i32 : index, index, index, i32, i32, i32, i32) fn_def_attrs {hal.import.bitcode = true, hal.import.fields = ["processor_data"]} strided_outer_dims(1) -> i32
        }
      }