Skip to content
Open
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
30 changes: 24 additions & 6 deletions shardy/dialect/sdy/transforms/import/import_pipeline.cc
Original file line number Diff line number Diff line change
Expand Up @@ -13,8 +13,10 @@ See the License for the specific language governing permissions and
limitations under the License.
==============================================================================*/

#include "llvm/Support/CommandLine.h"
#include "mlir/Dialect/Func/IR/FuncOps.h"
#include "mlir/Pass/PassManager.h"
#include "mlir/Pass/PassOptions.h"
#include "mlir/Pass/PassRegistry.h"
#include "mlir/Support/LLVM.h"
#include "mlir/Transforms/Passes.h"
Expand All @@ -31,11 +33,18 @@ void addImportPipeline(OpPassManager& pm, int& dumpIndex,
pm.addPass(createLiftInlinedMeshesPass());
pm.addPass(createRemoveSizeOneAxesPass());
pm.addPass(createPropagateShardingFromFuncToCallPass());
pm.addPass(createImportFuncCallsPass());
// Keep SymbolDCEPass after ImportFuncCallsPass.
pm.addPass(createSymbolDCEPass());
if (!options.enableLateInlining) {
pm.addPass(createImportFuncCallsPass());
// Keep SymbolDCEPass after ImportFuncCallsPass.
pm.addPass(createSymbolDCEPass());
}
pm.addPass(createConstantOrScalarSplitterPass());
pm.addPass(createSymbolDCEPass());
if (options.enableLateInlining) {
pm.addPass(createImportFuncCallsPass());
// Keep SymbolDCEPass after ImportFuncCallsPass.
pm.addPass(createSymbolDCEPass());
}
pm.addPass(createManualAxesCleanupPass());

// We dump the module before propagation at this point, since the import
Expand All @@ -61,14 +70,23 @@ void addImportPipeline(OpPassManager& pm, const PropagationOptions& options) {
addImportPipeline(pm, dumpIndex, options);
}

struct ImportPipelineOptions
: public PassPipelineOptions<ImportPipelineOptions> {
Option<bool> enableLateInlining{*this, "enable-late-inlining",
llvm::cl::desc("Whether to late inline."),
llvm::cl::init(true)};
};

void registerImportPipeline() {
PassPipelineRegistration<>(
PassPipelineRegistration<ImportPipelineOptions>(
"sdy-import-pipeline",
"Run a sequence of import passes needed as a pre-processing step for "
"Shardy propagation",
[](OpPassManager& pm) {
[](OpPassManager& pm, const ImportPipelineOptions& options) {
int dumpIndex = 0;
addImportPipeline(pm, dumpIndex, PropagationOptions());
PropagationOptions propOptions;
propOptions.enableLateInlining = options.enableLateInlining;
addImportPipeline(pm, dumpIndex, propOptions);
});
}

Expand Down
Original file line number Diff line number Diff line change
@@ -0,0 +1,98 @@
// RUN: sdy_opt %s -split-input-file -sdy-import-pipeline='enable-late-inlining=false' 2>&1 | FileCheck %s

sdy.mesh @mesh = <["a"=2]>

// Verifies that `-apply-sharding-constraints` pass is applied after
// `-add-data_flow_edges` pass
// CHECK-LABEL: func @main
func.func @main(%arg0: tensor<32x96xf32>) -> tensor<32x96xf32> {
// CHECK-NEXT: %[[OPT_BARRIER:.*]] = stablehlo.optimization_barrier %arg0
// CHECK-NEXT: sdy.data_flow_edge %[[OPT_BARRIER]] : tensor<32x96xf32>
// CHECK-NOT: sdy.sharding
// CHECK-NEXT: sdy.sharding_constraint
%0 = stablehlo.optimization_barrier %arg0 : tensor<32x96xf32>
%1 = sdy.sharding_constraint %0 <@mesh, [{}, {"a"}]> : tensor<32x96xf32>
return %1 : tensor<32x96xf32>
}

// -----

// CHECK-LABEL: func @main
func.func @main(%arg0: tensor<8x8xf32>, %arg1: tensor<8x8xf32>) {
// CHECK-DAG: sdy.sharding_group %arg0 group_id=0 : tensor<8x8xf32>
// CHECK-DAG: sdy.sharding_group %arg1 group_id=0 : tensor<8x8xf32>
sdy.sharding_group %arg0 group_id = 1234 : tensor<8x8xf32>
sdy.sharding_group %arg0 group_id = 2345 : tensor<8x8xf32>
sdy.sharding_group %arg1 group_id = 1234 : tensor<8x8xf32>
sdy.sharding_group %arg1 group_id = 3456 : tensor<8x8xf32>
func.return
}

// -----

sdy.mesh @mesh = <["c"=2, "a"=2, "b"=2]>

// CHECK-LABEL: @add_manual_axes_to_replicated
func.func @add_manual_axes_to_replicated(%arg0: tensor<8xf32>) -> tensor<8xf32> {
// CHECK-NEXT: sdy.manual_computation(%arg0)
// CHECK-SAME{LITERAL}: in_shardings=[<@mesh, [{"c", ?}], replicated={"a"}>]
// CHECK-SAME{LITERAL}: out_shardings=[<@mesh, [{"c", ?}], replicated={"a"}>]
// CHECK-SAME{LITERAL}: manual_axes={"c", "a"} (%arg1: tensor<4xf32>) {
%0 = sdy.manual_computation(%arg0) in_shardings=[<@mesh, [{"c", ?}]>] out_shardings=[<@mesh, [{"c", ?}]>] manual_axes={"c", "a"} (%arg1: tensor<4xf32>) {
sdy.return %arg1 : tensor<4xf32>
} : (tensor<8xf32>) -> tensor<8xf32>
return %0 : tensor<8xf32>
}

// -----

sdy.mesh @mesh = <["c"=2, "a"=2, "b"=2]>

// Due to the in_sharding being fully closed, the in_sharding is added to the
// func arg but with the manual axis added as replicated.
// CHECK-LABEL: @add_manual_axes_to_replicated_applied_constraint
// CHECK-SAME %arg0: tensor<16x16xf32> {sdy.sharding = #sdy.sharding<@mesh, [{"c"}, {}], replicated={"a"}>}
// CHECK-SAME -> tensor<16x16xf32> {
func.func @add_manual_axes_to_replicated_applied_constraint(%arg0: tensor<8xf32>) -> tensor<8xf32> {
%0 = sdy.manual_computation(%arg0) in_shardings=[<@mesh, [{"c"}]>] out_shardings=[<@mesh, [{"c"}]>] manual_axes={"c", "a"} (%arg1: tensor<4xf32>) {
%1 = stablehlo.add %arg1, %arg1 : tensor<4xf32>
sdy.return %1 : tensor<4xf32>
} : (tensor<8xf32>) -> tensor<8xf32>
return %0 : tensor<8xf32>
}

// -----

sdy.mesh @mesh = <["a"=2]>

// This test verifies that the manual axes are cleaned up before adding data
// flow edges.
func.func @manual_axes_cleanup_before_adding_data_flow_edges(%arg0: tensor<8xf32>) -> tensor<8xf32> {
%0 = sdy.manual_computation(%arg0) in_shardings=[<@mesh, [{?}]>] out_shardings=[<@mesh, [{?}]>] manual_axes={"a"} (%arg1: tensor<8xf32>) {
%1 = stablehlo.add %arg1, %arg1 : tensor<8xf32>
sdy.return %1 : tensor<8xf32>
} : (tensor<8xf32>) -> tensor<8xf32>
// CHECK: sdy.data_flow_edge %0 sharding=<@mesh, [{?}], replicated={"a"}> : tensor<8xf32>
return %0 : tensor<8xf32>
}

// -----

sdy.mesh @mesh = <["a"=2]>

// CHECK-LABEL: func @single_call
func.func @single_call(%arg0: tensor<8xf32>) -> tensor<8xf32> {
// CHECK-NEXT: %0 = sdy.named_computation<"foo">(%arg0) in_shardings=[<@mesh, [{"a"}]>] (%arg1: tensor<8xf32>) {
// CHECK-NEXT: %2 = sdy.data_flow_edge %arg1 sharding=<@mesh, [{"a"}]> : tensor<8xf32>
// CHECK-NEXT: sdy.return %2 : tensor<8xf32>
// CHECK-NEXT:} : (tensor<8xf32>) -> tensor<8xf32>
// CHECK-NEXT: %1 = sdy.data_flow_edge %0 : tensor<8xf32>
// CHECK-NEXT: return %1 : tensor<8xf32>
%0 = call @foo(%arg0) : (tensor<8xf32>) -> tensor<8xf32>
return %0 : tensor<8xf32>
}

// CHECK-NOT: @foo
func.func private @foo(%arg0: tensor<8xf32> {sdy.sharding = #sdy.sharding<@mesh, [{"a"}]>}) -> tensor<8xf32> {
return %arg0 : tensor<8xf32>
}
Loading