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tensorflow/compiler/mlir/tf2xla/internal/passes/extract_outside_compilation.cc
// Create return op for device computation region in the paralle_execute op Operation* after_op_r = builder.create<mlir::tf_device::ReturnOp>( new_device_cluster.getLoc(), device_results); builder.setInsertionPointToEnd(¶llel_execute_device_block); // Create return op for the new device cluster op builder.create<mlir::tf_device::ReturnOp>(device_cluster.getLoc(),
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Tue Apr 30 21:25:12 UTC 2024 - 68.3K bytes - Viewed (0) -
tensorflow/compiler/mlir/tensorflow/ir/tf_ops_layout_helper.cc
return {0, 2, 3, 1}; } else { return {}; } } // Shuffle elements in the `attr` according to the permutation. Optional // `inner_size` allows to shuffle array attributes created from rank 2 tensors // on outer dimension only. ArrayAttr ShuffleArrayAttr(ArrayAttr attr, ArrayRef<int64_t> permutation, int inner_size) { if (attr.empty()) return attr;
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 3.3K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/tensorflow/cc/quantization_unit_loc.cc
// If the op is rewritten, FusedLoc can be created. for (Location child_loc : mlir::cast<FusedLoc>(loc).getLocations()) { std::optional<QuantizationUnitLoc::QuantizationUnit> found_unit = FindQuantizationUnitFromLoc(child_loc); if (found_unit.has_value()) return found_unit; } } else if (isa<CallSiteLoc>(loc)) { // If the graph is inlined, CallSiteLoc can be created. return FindQuantizationUnitFromLoc(
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 4.2K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/stablehlo/passes/replace_stablehlo_ops_in_main_function_with_xla_call_module_ops.cc
for (Operation* subgraph_op : llvm::reverse(reverse_subgraph)) { // Create a deep copy of the subgraph ops' operands to the func op. stablehlo_func_op.getBody().begin()->push_back(subgraph_op->clone(mapper)); } SmallVector<Value> result_values; for (const Value original_output_value : outputs) { // Use the mapped values in the newly created function that correspond to // outputs in the original function.
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 21K bytes - Viewed (0) -
tensorflow/compiler/mlir/tensorflow/transforms/decompose_resource_ops_pass.cc
"Resource ops decomposition did not converge"; // Decomposing resource ops should not take more than a few iterations (2-3) to // converge as only a few patterns create new resource ops that can be further // decomposed. The rest of the iterations are enough to clean up any dead ops // created by decomposition. constexpr int kMaxIterations = 20; // Populates `reachable_functions` with all functions that can be reached from // device cluster ops.
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Fri Sep 08 20:01:13 UTC 2023 - 8K bytes - Viewed (0) -
tensorflow/compiler/mlir/tf2xla/internal/clustering_bridge_passes.cc
// Guarantee all functions have one use, which enables more exact shape // inference. pm.addPass(mlir::TF::CreateGuaranteeAllFuncsOneUsePass()); // Run shape inference so that tf_executor/tf_device ops created later will // likely to inherit more concrete types. pm.addPass(mlir::TF::CreateTFShapeInferencePass()); pm.addNestedPass<FuncOp>(mlir::TFTPU::CreateTPUPartitionedOpConversionPass()); pm.addNestedPass<FuncOp>(
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Tue Apr 30 16:09:14 UTC 2024 - 11.2K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/stablehlo/passes/quantize_weight.cc
// Create new ConstantOp-ConvertOp-Operation sequences. At this moment, // old ConstantOp is guaranteed to have one F32->F16 convert op regardless // of its number of users. rewriter.setInsertionPointAfter(op); // create new F16 constant op in that location ConstantOp new_const = rewriter.create<ConstantOp>(
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 9.9K bytes - Viewed (0) -
tensorflow/compiler/mlir/tensorflow/transforms/tpu_host_computation_expansion.cc
constexpr char kXlaOutsideCompilationAttr[] = "_xla_outside_compilation"; bool HasOutsideCompilationAttribute(Operation* op) { return op->getAttrOfType<StringAttr>(kXlaOutsideCompilationAttr) != nullptr; } // Finds op that created a given value. If the value is a BlockArgument, this // returns the owner of the Block. Operation* GetOpOfValue(Value value) { if (auto block_arg = mlir::dyn_cast<BlockArgument>(value))
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 5.1K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/tensorflow/passes/merge_save_function_ops_to_main.cc
auto builder = OpBuilder::atBlockTerminator(&main_graph_op.GetBody()); // Create an IslandOp that will wrap the IdentityOp. Add a control dependency // for the newly copied save function. auto wrapper_island_op = builder.create<IslandOp>( name_loc, TypeRange{main_file_prefix_arg.getType()}, tf_executor::ControlType::get(&ctx), ValueRange(control_inputs));
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 10.7K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/tensorflow/debugging/mlir_dump.cc
const std::string dump_file_path = tsl::io::JoinPath(*dump_dir, dump_file_name); TF_ASSIGN_OR_RETURN(std::unique_ptr<llvm::raw_ostream> file, WritableFileWrapper::Create(dump_file_path)); LOG(INFO) << "IR dump file created: " << dump_file_path; return file; } class PrinterConfig : public mlir::PassManager::IRPrinterConfig { public: explicit PrinterConfig(
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Fri May 31 05:38:57 UTC 2024 - 9.1K bytes - Viewed (0)