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Results 1 - 10 of 23 for constant_ops (0.32 sec)
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tensorflow/compiler/mlir/lite/transforms/unfold_large_splat_constant.cc
mlir::OpBuilder op_builder(&module.getBodyRegion()); module.walk([&](mlir::arith::ConstantOp const_op) { MaybeUnfoldLargeSplatConstant(&op_builder, const_op); }); } private: void MaybeUnfoldLargeSplatConstant(mlir::OpBuilder* op_builder, mlir::arith::ConstantOp const_op) const { auto splat_elements_attr =
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 4.5K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/transforms/reduce_type_precision.cc
// This pattern checks if an i8 arith::ConstantOp tensor has all values within // the INT4 range, i.e. [-8,7] and converts it into i4 if so. This assumes that // the input is sign-extended two's complement. class CheckRangeAndConvertI8ToI4 : public OpRewritePattern<arith::ConstantOp> { public: using OpRewritePattern<arith::ConstantOp>::OpRewritePattern; LogicalResult matchAndRewrite(arith::ConstantOp op,
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 5.4K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/stablehlo/transforms/unfold_splat_constant_pass.cc
// Cannot use the pattern rewriter because the driver applies folders by // default. module.walk([&](mhlo::ConstantOp const_op) { UnfoldSplatConstant(&op_builder, const_op); }); } private: void UnfoldSplatConstant(mlir::OpBuilder* op_builder, mhlo::ConstantOp const_op) const { auto splat_elements_attr = mlir::dyn_cast<SplatElementsAttr>(const_op.getValue());
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 3.8K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/utils/constant_utils.cc
auto attr = CreateTypedAttr(dense_type, value); return rewriter->create<arith::ConstantOp>(loc, dense_type, cast<TypedAttr>(*attr)); } absl::StatusOr<arith::ConstantOp> CreateConstOpWithSingleValue( PatternRewriter* rewriter, Location loc, ShapedType shaped_type, int value) { ShapedType scalar_type =
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 6.5K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/experimental/tac/transforms/fold_constants_to_subgraph.cc
.replaceAllUsesWith(cloned_const_op->getResult(0)); } bool IsConstOrQConstInt(Operation* op) { if (!llvm::isa<TFL::ConstOp, TFL::QConstOp, arith::ConstantOp>(op)) return false; if (auto arith_const_op = dyn_cast_or_null<arith::ConstantOp>(op)) { // arith ConstOp path. auto type = mlir::cast<ShapedType>(arith_const_op.getType()).getElementType();
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 6.1K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/stablehlo/odml_converter/folders.cc
static std::optional<FoldAdaptor> Create(Operation* operation) { auto foldable_opr = [](Value val) -> bool { return !llvm::isa<BlockArgument>(val) && llvm::isa<stablehlo::ConstantOp>(val.getDefiningOp()); }; if (!llvm::all_of(operation->getOperands(), foldable_opr)) { return std::nullopt; } return FoldAdaptor(operation); }
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Wed May 08 06:11:55 UTC 2024 - 4.5K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/stablehlo/passes/merge_fusion_with_dequantize.cc
req_op.getLoc(), func_op.getResultTypes()[0], req_op.getOperand()); if (func_name.contains("_relu6_")) { auto min = rewriter.create<mlir::stablehlo::ConstantOp>( req_op.getLoc(), rewriter.getF32FloatAttr(0)); auto max = rewriter.create<mlir::stablehlo::ConstantOp>( req_op.getLoc(), rewriter.getF32FloatAttr(6)); new_result = rewriter.create<mlir::stablehlo::ClampOp>(
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 5.9K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/stablehlo/odml_converter/transforms/outline_composites.cc
auto one_cst = rewriter.create<stablehlo::ConstantOp>(rewriter.getUnknownLoc(), one_val); auto half_val = DenseElementsAttr::get(type, kHalf); auto half_cst = rewriter.create<stablehlo::ConstantOp>(one_cst.getLoc(), half_val); auto one_over_root2_val = DenseElementsAttr::get(type, kOneOverRoot2); auto one_over_root2_cst = rewriter.create<stablehlo::ConstantOp>( half_cst.getLoc(), one_over_root2_val);
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Fri May 17 17:58:54 UTC 2024 - 9.6K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/stablehlo/passes/fold_constant_transpose.cc
LogicalResult match(mlir::stablehlo::TransposeOp op) const override { Value operand = op.getOperand(); auto const_op = dyn_cast_or_null<mlir::stablehlo::ConstantOp>(operand.getDefiningOp()); if (!const_op) return failure(); // Only support float tensors. auto tensor_type = mlir::dyn_cast_or_null<TensorType>(const_op.getType());
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 7.7K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/experimental/tac/common/utils.h
namespace TFL { namespace tac { // Returns true if 'op' is non const op. Returns false otherwise or if // 'op' is null. inline bool IsNonConstOp(Operation* op) { if (!op) return false; if (llvm::isa<arith::ConstantOp, mlir::func::ConstantOp>(op)) return false; if (op->hasTrait<OpTrait::ConstantLike>()) return false; if (llvm::isa<TFL::ConstOp, TFL::QConstOp>(op)) return false; return true; }
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 3.5K bytes - Viewed (0)