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Results 21 - 30 of 40 for DenseFPElementsAttr (0.28 sec)
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tensorflow/compiler/mlir/quantization/tensorflow/utils/fake_quant_utils.h
max_value = tf_op.getMaxAttr(); return true; // Successfully matched and fetched. } }; template <class TFFakeQuantOp> struct FetchConstantMinMaxInputs { using AttrType = DenseFPElementsAttr; bool operator()(TFFakeQuantOp tf_op, AttrType &min_value, AttrType &max_value) const { Value min = tf_op.getMin(), max = tf_op.getMax(); if (auto min_id = min.getDefiningOp<TF::IdentityOp>()) {
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 6.3K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/stablehlo/passes/convert_func_to_bfloat16.cc
values->end()); state.attributes.set( const_op.getValueAttrName(), DenseFPElementsAttr::get( mlir::dyn_cast<ShapedType>(const_op.getValue().getType()) .clone(rewriter.getBF16Type()), bfloat16_values)); }
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 9.3K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/stablehlo/passes/lift_quantizable_spots_as_functions.cc
} // Checks whether the value of a constant equals the given float, regardless // of the tensor dimension. bool FloatValueEquals(const Attribute& attr, const double value) { const auto fp_attr = mlir::dyn_cast_or_null<DenseFPElementsAttr>(attr); if (!fp_attr) return false; if (fp_attr.isSplat()) { return fp_attr.getSplatValue<APFloat>().isExactlyValue(value); }
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Fri May 10 04:07:09 UTC 2024 - 9.3K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/tensorflow/passes/preprocess_op.cc
if (operands.size() != 1) return failure(); int weight_operand_idx = *operands.begin(); Operation* weight_op = op.getOperand(weight_operand_idx).getDefiningOp(); DenseFPElementsAttr attr; if (!matchPattern(weight_op->getResult(0), m_Constant(&attr))) { return failure(); } // Get new shape. llvm::ArrayRef<int64_t> cur_shape = attr.getType().getShape();
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 11.4K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/stablehlo/passes/insert_weight_param.cc
return HasValidWeightOnlyPtqMethod(method.weight_only_ptq(), rank); } void rewrite(Operation* op, PatternRewriter& rewriter) const override { Operation* quantizable_op = *op->getUsers().begin(); DenseFPElementsAttr attr; matchPattern(op->getResult(0), m_Constant(&attr)); Method method = GetQuantizationMethodOrDefault(quantizable_op); const WeightOnlyPtq& weight_only_ptq = method.weight_only_ptq();
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu May 09 05:56:10 UTC 2024 - 10.2K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/stablehlo/transforms/compose_uniform_quantized_type_pass.cc
// This is i8 values disguised as f32 (due to the upcast trick). Simply // cast them to i8. ElementsAttr filter_value = filter_constant_op.getValue(); filter_i8_value_attr = mlir::cast<DenseFPElementsAttr>(filter_value) .mapValues(rewriter.getI8Type(), [](const APFloat& val) -> APInt { APSInt convertedInt(/*BitWidth=*/8, /*isUnsigned=*/false); bool ignored;
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/lite/transforms/quantize.cc
legacy_float_scale_(legacy_float_scale) {} LogicalResult matchAndRewrite(QuantizeOp op, PatternRewriter& rewriter) const override { DenseFPElementsAttr attr; if (matchPattern(op.getInput(), m_Constant(&attr))) { auto qtype = op.getQtypeAttr(); Attribute quantized_attr; if (legacy_float_scale_) {
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Wed Apr 24 20:30:06 UTC 2024 - 13.3K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/quantization/tensorflow/fallback_to_flex_ops.cc
return val; } // Returns true if the attr is a float attribute and be equal to value. static bool FloatValueEquals(const Attribute &attr, double value) { auto fp_attr = mlir::dyn_cast_or_null<DenseFPElementsAttr>(attr); if (fp_attr == nullptr) return false; if (fp_attr.isSplat()) { return fp_attr.getSplatValue<APFloat>().isExactlyValue(value); }
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 12.2K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/tensorflow/passes/prepare_lifting.cc
Value new_value = builder.create<TF::MulOp>(loc, float_value, multiplier); auto new_value_type = mlir::cast<TensorType>(new_value.getType()); // Get multiplier value in double. DenseFPElementsAttr multiplier_attr; if (!matchPattern(multiplier, m_Constant(&multiplier_attr)) || mlir::cast<ShapedType>(multiplier_attr.getType()).getRank() > 1) { return {}; } std::vector<double> multiplier_values;
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Fri May 17 17:58:54 UTC 2024 - 13.3K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/transforms/optimize.cc
// operand if necessary. DenseFPElementsAttr cst; if (!matchPattern(binary_op->getOperand(1), m_Constant(&cst))) return failure(); if (cst.getNumElements() != 1) return failure(); APFloat cst_value = *cst.value_begin<APFloat>(); // Affine op. Value filter = fc_op.getFilter(); Value bias = fc_op.getBias(); DenseFPElementsAttr filter_cst, bias_cst;
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Tue Apr 30 00:40:15 UTC 2024 - 102.3K bytes - Viewed (0)