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Results 1 - 10 of 52 for ConstantOp (0.14 sec)
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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>( op->getLoc(), new_result_type, new_value_attr);
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/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/prepare_quantize_dynamic_range.cc
changed = true; } } return changed; } // Convert ConstantOp-CastOp-Operation sequence into new ConstantOp // -Dequantize-Operation where the new ConstantOp has float16 data type. bool convertToFloat16Constant(PatternRewriter& rewriter, arith::ConstantOp op) const { for (auto connected_op : op.getResult().getUsers()) {
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 20.8K 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/compose_uniform_quantized_type_pass.cc
Value GetZeroPointsValue() { return call_op_.getOperand(2); } stablehlo::ConstantOp GetZeroPointsConstantOp() { return cast<stablehlo::ConstantOp>(GetZeroPointsValue().getDefiningOp()); } stablehlo::ConstantOp GetInverseScalesConstantOp() { return cast<stablehlo::ConstantOp>(GetInverseScalesValue().getDefiningOp()); } ElementsAttr GetZeroPointsValueAttr() {
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 64.6K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/tensorflow/passes/prepare_quantize_drq.cc
class PrepareDRQQuantizableOp : public OpRewritePattern<arith::ConstantOp> { public: explicit PrepareDRQQuantizableOp(MLIRContext* context, const quant::QuantizationSpecs& quant_specs, OpSet op_set, bool enable_per_channel_quantization) : OpRewritePattern<arith::ConstantOp>(context), quant_specs_(quant_specs),
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 11.5K 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/stablehlo/transforms/fold_broadcast_pass.cc
template <typename Op, typename ElementType = Type, typename ValType, typename Convert> static Attribute BinaryFolder(Op *op) { auto lhs_op = op->getLhs().template getDefiningOp<mhlo::ConstantOp>(); auto rhs_op = op->getRhs().template getDefiningOp<mhlo::ConstantOp>(); if (!lhs_op || !lhs_op) return {}; auto lhs = dyn_cast_or_null<DenseElementsAttr>(lhs_op.getValue()); auto rhs = dyn_cast_or_null<DenseElementsAttr>(rhs_op.getValue());
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 10.5K 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)