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Results 31 - 40 of 66 for qtype_attr (0.2 sec)
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tensorflow/compiler/mlir/lite/utils/fake_quant_utils.h
// before the op being constant folded. Since the constant // folding logic will use a "arith.constant" op to replace the // "tf.FakeQuantWithMinMaxVarsOp", the "tfl.quantize" op is used to preserve // the quantization parameters as a TypeAttr and "tfl.dequantize" op used to // convert the output type to the next op. Here are the transformations: // // input min cst max cst input min cst max cst
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 6.6K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/transforms/quantize_variables.cc
builder.setInsertionPoint(assign_variable_op); auto new_q_op = builder.create<QuantizeOp>( assign_variable_op.getLoc(), ref_qtype, dq_op.getInput(), TypeAttr::get(ref_qtype)); auto new_assign_variable_op = builder.create<AssignVariableOp>( assign_variable_op.getLoc(), assign_variable_op.getResourceId(), new_q_op.getResult());
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 8.5K bytes - Viewed (0) -
tensorflow/compiler/mlir/tfr/passes/raise_to_tf.cc
if (input_types.size() <= 1) return; Type target_input_type = mlir::cast<TypeAttr>(input_types[0]).getValue(); auto result_type = UnrankedTensorType::get(target_input_type); for (auto i = 1; i < input_types.size(); ++i) { Type current_input_type = mlir::cast<TypeAttr>(input_types[i]).getValue(); if (current_input_type != target_input_type) { input_values[i] =
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 21.8K bytes - Viewed (0) -
tensorflow/compiler/mlir/quantization/common/quantization_lib/quantization_utils.cc
legacy_float_scale, use_fake_quant_num_bits); if (!final_type) return {}; return TypeAttr::get(final_type); } TypeAttr CastQuantizedTypeAttrFromExpressedType(const Builder builder, const TypeAttr source, const Type target, const int axis) {
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Wed May 08 02:10:16 UTC 2024 - 43.2K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/stablehlo/transforms/uniform_quantized_stablehlo_to_tfl_pass.cc
auto new_filter_constant_value_attr = DenseIntElementsAttr::get(new_filter_value_attr_type, new_filter_values); return rewriter.create<TFL::QConstOp>( filter_constant_op.getLoc(), /*output=*/TypeAttr::get(new_filter_result_type), /*value=*/new_filter_constant_value_attr); } // Creates the `tfl.qconst` for filter. If `rhs_op` is a `stablehlo.constant`,
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Mon Apr 22 09:00:19 UTC 2024 - 99.8K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/quantization/lite/tfl_to_std.cc
} else if (auto q = llvm::dyn_cast<quantfork::QuantizeCastOp>(op)) { auto out_type = q.getResult().getType(); auto qcast = b.create<QuantizeOp>(q.getLoc(), out_type, q.getArg(), TypeAttr::get(out_type)); q.getResult().replaceAllUsesWith(qcast); if (auto extra_attr = op->getAttr(mlir::quant::kVolatileOpAttrName)) { qcast->setAttr(mlir::quant::kVolatileOpAttrName, extra_attr); }
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Mon Apr 22 02:50:01 UTC 2024 - 3.5K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/quantization/ir/ConvertConst.cc
auto fusedLoc = rewriter.getFusedLoc( {qbarrier.getArg().getDefiningOp()->getLoc(), qbarrier.getLoc()}); auto newConstOp = rewriter.create<arith::ConstantOp>( fusedLoc, newConstValueType, cast<TypedAttr>(newConstValue)); rewriter.replaceOpWithNewOp<StorageCastOp>(qbarrier, qbarrier.getType(), newConstOp); return success(); }
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 4.4K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/ir/tfl_ops.td
// determined while going through quantization passes. OptionalAttr<TypeAttr>:$input_to_input_intermediate, OptionalAttr<TypeAttr>:$input_to_forget_intermediate, OptionalAttr<TypeAttr>:$input_to_cell_intermediate, OptionalAttr<TypeAttr>:$input_to_output_intermediate, OptionalAttr<TypeAttr>:$effective_hidden_scale_intermediate ); let results = (outs AnyTensor:$output);
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Jun 06 19:09:08 UTC 2024 - 186K bytes - Viewed (0) -
tensorflow/compiler/mlir/tensorflow/utils/export_utils.cc
if (tensorflow::IsRefType(dtype)) dtype = tensorflow::RemoveRefType(dtype); value->set_type(dtype); return absl::OkStatus(); } Status ConvertAttribute(const mlir::TypeAttr& type, bool remove_ref_type, AttrValue* value) { return ConvertAttribute(type.getValue(), remove_ref_type, value); } Status ConvertAttribute(const mlir::UnitAttr& attr, AttrValue* value) {
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Fri May 17 17:58:54 UTC 2024 - 19.7K bytes - Viewed (0) -
tensorflow/compiler/mlir/tfr/ir/tfr_ops.td
def TFR_allowedArgType : Type<Or<[ TFR_AllTensorTypes.predicate, TFR_AllAttrTypes.predicate]>, "allowed tfr.call operand types">; def TFR_allowedConstValues : Attr<Or<[ FlatSymbolRefAttr.predicate, TypeAttr.predicate, StrAttr.predicate, ArrayAttr.predicate]>, "allowed tfr.constant value"> { let storageType = "Attribute"; let returnType = "Attribute"; let convertFromStorage = "$_self";
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Mon Apr 22 10:54:29 UTC 2024 - 17.4K bytes - Viewed (0)