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- // Copyright (c) 2019 Google LLC
- //
- // Licensed under the Apache License, Version 2.0 (the "License");
- // you may not use this file except in compliance with the License.
- // You may obtain a copy of the License at
- //
- // http://www.apache.org/licenses/LICENSE-2.0
- //
- // Unless required by applicable law or agreed to in writing, software
- // distributed under the License is distributed on an "AS IS" BASIS,
- // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- // See the License for the specific language governing permissions and
- // limitations under the License.
- #include "source/fuzz/fuzzer.h"
- #include <cassert>
- #include <memory>
- #include <numeric>
- #include <sstream>
- #include "source/fuzz/fact_manager/fact_manager.h"
- #include "source/fuzz/fuzzer_context.h"
- #include "source/fuzz/fuzzer_pass_add_access_chains.h"
- #include "source/fuzz/fuzzer_pass_add_bit_instruction_synonyms.h"
- #include "source/fuzz/fuzzer_pass_add_composite_extract.h"
- #include "source/fuzz/fuzzer_pass_add_composite_inserts.h"
- #include "source/fuzz/fuzzer_pass_add_composite_types.h"
- #include "source/fuzz/fuzzer_pass_add_copy_memory.h"
- #include "source/fuzz/fuzzer_pass_add_dead_blocks.h"
- #include "source/fuzz/fuzzer_pass_add_dead_breaks.h"
- #include "source/fuzz/fuzzer_pass_add_dead_continues.h"
- #include "source/fuzz/fuzzer_pass_add_equation_instructions.h"
- #include "source/fuzz/fuzzer_pass_add_function_calls.h"
- #include "source/fuzz/fuzzer_pass_add_global_variables.h"
- #include "source/fuzz/fuzzer_pass_add_image_sample_unused_components.h"
- #include "source/fuzz/fuzzer_pass_add_loads.h"
- #include "source/fuzz/fuzzer_pass_add_local_variables.h"
- #include "source/fuzz/fuzzer_pass_add_loop_preheaders.h"
- #include "source/fuzz/fuzzer_pass_add_loops_to_create_int_constant_synonyms.h"
- #include "source/fuzz/fuzzer_pass_add_no_contraction_decorations.h"
- #include "source/fuzz/fuzzer_pass_add_opphi_synonyms.h"
- #include "source/fuzz/fuzzer_pass_add_parameters.h"
- #include "source/fuzz/fuzzer_pass_add_relaxed_decorations.h"
- #include "source/fuzz/fuzzer_pass_add_stores.h"
- #include "source/fuzz/fuzzer_pass_add_synonyms.h"
- #include "source/fuzz/fuzzer_pass_add_vector_shuffle_instructions.h"
- #include "source/fuzz/fuzzer_pass_adjust_branch_weights.h"
- #include "source/fuzz/fuzzer_pass_adjust_function_controls.h"
- #include "source/fuzz/fuzzer_pass_adjust_loop_controls.h"
- #include "source/fuzz/fuzzer_pass_adjust_memory_operands_masks.h"
- #include "source/fuzz/fuzzer_pass_adjust_selection_controls.h"
- #include "source/fuzz/fuzzer_pass_apply_id_synonyms.h"
- #include "source/fuzz/fuzzer_pass_construct_composites.h"
- #include "source/fuzz/fuzzer_pass_copy_objects.h"
- #include "source/fuzz/fuzzer_pass_donate_modules.h"
- #include "source/fuzz/fuzzer_pass_duplicate_regions_with_selections.h"
- #include "source/fuzz/fuzzer_pass_expand_vector_reductions.h"
- #include "source/fuzz/fuzzer_pass_flatten_conditional_branches.h"
- #include "source/fuzz/fuzzer_pass_inline_functions.h"
- #include "source/fuzz/fuzzer_pass_interchange_signedness_of_integer_operands.h"
- #include "source/fuzz/fuzzer_pass_interchange_zero_like_constants.h"
- #include "source/fuzz/fuzzer_pass_invert_comparison_operators.h"
- #include "source/fuzz/fuzzer_pass_make_vector_operations_dynamic.h"
- #include "source/fuzz/fuzzer_pass_merge_blocks.h"
- #include "source/fuzz/fuzzer_pass_merge_function_returns.h"
- #include "source/fuzz/fuzzer_pass_mutate_pointers.h"
- #include "source/fuzz/fuzzer_pass_obfuscate_constants.h"
- #include "source/fuzz/fuzzer_pass_outline_functions.h"
- #include "source/fuzz/fuzzer_pass_permute_blocks.h"
- #include "source/fuzz/fuzzer_pass_permute_function_parameters.h"
- #include "source/fuzz/fuzzer_pass_permute_instructions.h"
- #include "source/fuzz/fuzzer_pass_permute_phi_operands.h"
- #include "source/fuzz/fuzzer_pass_propagate_instructions_down.h"
- #include "source/fuzz/fuzzer_pass_propagate_instructions_up.h"
- #include "source/fuzz/fuzzer_pass_push_ids_through_variables.h"
- #include "source/fuzz/fuzzer_pass_replace_adds_subs_muls_with_carrying_extended.h"
- #include "source/fuzz/fuzzer_pass_replace_branches_from_dead_blocks_with_exits.h"
- #include "source/fuzz/fuzzer_pass_replace_copy_memories_with_loads_stores.h"
- #include "source/fuzz/fuzzer_pass_replace_copy_objects_with_stores_loads.h"
- #include "source/fuzz/fuzzer_pass_replace_irrelevant_ids.h"
- #include "source/fuzz/fuzzer_pass_replace_linear_algebra_instructions.h"
- #include "source/fuzz/fuzzer_pass_replace_loads_stores_with_copy_memories.h"
- #include "source/fuzz/fuzzer_pass_replace_opphi_ids_from_dead_predecessors.h"
- #include "source/fuzz/fuzzer_pass_replace_opselects_with_conditional_branches.h"
- #include "source/fuzz/fuzzer_pass_replace_parameter_with_global.h"
- #include "source/fuzz/fuzzer_pass_replace_params_with_struct.h"
- #include "source/fuzz/fuzzer_pass_split_blocks.h"
- #include "source/fuzz/fuzzer_pass_swap_commutable_operands.h"
- #include "source/fuzz/fuzzer_pass_swap_conditional_branch_operands.h"
- #include "source/fuzz/fuzzer_pass_toggle_access_chain_instruction.h"
- #include "source/fuzz/fuzzer_pass_wrap_regions_in_selections.h"
- #include "source/fuzz/pass_management/repeated_pass_manager.h"
- #include "source/fuzz/pass_management/repeated_pass_manager_looped_with_recommendations.h"
- #include "source/fuzz/pass_management/repeated_pass_manager_random_with_recommendations.h"
- #include "source/fuzz/pass_management/repeated_pass_manager_simple.h"
- #include "source/fuzz/pass_management/repeated_pass_recommender_standard.h"
- #include "source/fuzz/protobufs/spirvfuzz_protobufs.h"
- #include "source/fuzz/transformation_context.h"
- #include "source/opt/build_module.h"
- #include "source/spirv_fuzzer_options.h"
- #include "source/util/make_unique.h"
- namespace spvtools {
- namespace fuzz {
- namespace {
- const uint32_t kIdBoundGap = 100;
- } // namespace
- Fuzzer::Fuzzer(spv_target_env target_env, MessageConsumer consumer,
- const std::vector<uint32_t>& binary_in,
- const protobufs::FactSequence& initial_facts,
- const std::vector<fuzzerutil::ModuleSupplier>& donor_suppliers,
- std::unique_ptr<RandomGenerator> random_generator,
- bool enable_all_passes,
- RepeatedPassStrategy repeated_pass_strategy,
- bool validate_after_each_fuzzer_pass,
- spv_validator_options validator_options)
- : target_env_(target_env),
- consumer_(std::move(consumer)),
- binary_in_(binary_in),
- initial_facts_(initial_facts),
- donor_suppliers_(donor_suppliers),
- random_generator_(std::move(random_generator)),
- enable_all_passes_(enable_all_passes),
- repeated_pass_strategy_(repeated_pass_strategy),
- validate_after_each_fuzzer_pass_(validate_after_each_fuzzer_pass),
- validator_options_(validator_options),
- num_repeated_passes_applied_(0),
- ir_context_(nullptr),
- fuzzer_context_(nullptr),
- transformation_context_(nullptr),
- transformation_sequence_out_() {}
- Fuzzer::~Fuzzer() = default;
- template <typename FuzzerPassT, typename... Args>
- void Fuzzer::MaybeAddRepeatedPass(uint32_t percentage_chance_of_adding_pass,
- RepeatedPassInstances* pass_instances,
- Args&&... extra_args) {
- if (enable_all_passes_ ||
- fuzzer_context_->ChoosePercentage(percentage_chance_of_adding_pass)) {
- pass_instances->SetPass(MakeUnique<FuzzerPassT>(
- ir_context_.get(), transformation_context_.get(), fuzzer_context_.get(),
- &transformation_sequence_out_, std::forward<Args>(extra_args)...));
- }
- }
- template <typename FuzzerPassT, typename... Args>
- void Fuzzer::MaybeAddFinalPass(std::vector<std::unique_ptr<FuzzerPass>>* passes,
- Args&&... extra_args) {
- if (enable_all_passes_ || fuzzer_context_->ChooseEven()) {
- passes->push_back(MakeUnique<FuzzerPassT>(
- ir_context_.get(), transformation_context_.get(), fuzzer_context_.get(),
- &transformation_sequence_out_, std::forward<Args>(extra_args)...));
- }
- }
- bool Fuzzer::ApplyPassAndCheckValidity(FuzzerPass* pass) const {
- pass->Apply();
- return !validate_after_each_fuzzer_pass_ ||
- fuzzerutil::IsValidAndWellFormed(ir_context_.get(), validator_options_,
- consumer_);
- }
- Fuzzer::FuzzerResult Fuzzer::Run() {
- // Check compatibility between the library version being linked with and the
- // header files being used.
- GOOGLE_PROTOBUF_VERIFY_VERSION;
- assert(ir_context_ == nullptr && fuzzer_context_ == nullptr &&
- transformation_context_ == nullptr &&
- transformation_sequence_out_.transformation_size() == 0 &&
- "'Run' must not be invoked more than once.");
- spvtools::SpirvTools tools(target_env_);
- tools.SetMessageConsumer(consumer_);
- if (!tools.IsValid()) {
- consumer_(SPV_MSG_ERROR, nullptr, {},
- "Failed to create SPIRV-Tools interface; stopping.");
- return {Fuzzer::FuzzerResultStatus::kFailedToCreateSpirvToolsInterface,
- std::vector<uint32_t>(), protobufs::TransformationSequence()};
- }
- // Initial binary should be valid.
- if (!tools.Validate(&binary_in_[0], binary_in_.size(), validator_options_)) {
- consumer_(SPV_MSG_ERROR, nullptr, {},
- "Initial binary is invalid; stopping.");
- return {Fuzzer::FuzzerResultStatus::kInitialBinaryInvalid,
- std::vector<uint32_t>(), protobufs::TransformationSequence()};
- }
- // Build the module from the input binary.
- ir_context_ =
- BuildModule(target_env_, consumer_, binary_in_.data(), binary_in_.size());
- assert(ir_context_);
- // The fuzzer will introduce new ids into the module. The module's id bound
- // gives the smallest id that can be used for this purpose. We add an offset
- // to this so that there is a sizeable gap between the ids used in the
- // original module and the ids used for fuzzing, as a readability aid.
- //
- // TODO(https://github.com/KhronosGroup/SPIRV-Tools/issues/2541) consider the
- // case where the maximum id bound is reached.
- auto minimum_fresh_id = ir_context_->module()->id_bound() + kIdBoundGap;
- fuzzer_context_ =
- MakeUnique<FuzzerContext>(random_generator_.get(), minimum_fresh_id);
- transformation_context_ = MakeUnique<TransformationContext>(
- MakeUnique<FactManager>(ir_context_.get()), validator_options_);
- transformation_context_->GetFactManager()->AddInitialFacts(consumer_,
- initial_facts_);
- RepeatedPassInstances pass_instances{};
- // The following passes are likely to be very useful: many other passes
- // introduce synonyms, irrelevant ids and constants that these passes can work
- // with. We thus enable them with high probability.
- MaybeAddRepeatedPass<FuzzerPassObfuscateConstants>(90, &pass_instances);
- MaybeAddRepeatedPass<FuzzerPassApplyIdSynonyms>(90, &pass_instances);
- MaybeAddRepeatedPass<FuzzerPassReplaceIrrelevantIds>(90, &pass_instances);
- do {
- // Each call to MaybeAddRepeatedPass randomly decides whether the given pass
- // should be enabled, and adds an instance of the pass to |pass_instances|
- // if it is enabled.
- MaybeAddRepeatedPass<FuzzerPassAddAccessChains>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassAddBitInstructionSynonyms>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassAddCompositeExtract>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassAddCompositeInserts>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassAddCompositeTypes>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassAddCopyMemory>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassAddDeadBlocks>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassAddDeadBreaks>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassAddDeadContinues>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassAddEquationInstructions>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassAddFunctionCalls>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassAddGlobalVariables>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassAddImageSampleUnusedComponents>(
- &pass_instances);
- MaybeAddRepeatedPass<FuzzerPassAddLoads>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassAddLocalVariables>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassAddLoopPreheaders>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassAddLoopsToCreateIntConstantSynonyms>(
- &pass_instances);
- MaybeAddRepeatedPass<FuzzerPassAddOpPhiSynonyms>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassAddParameters>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassAddRelaxedDecorations>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassAddStores>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassAddSynonyms>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassAddVectorShuffleInstructions>(
- &pass_instances);
- MaybeAddRepeatedPass<FuzzerPassConstructComposites>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassCopyObjects>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassDonateModules>(&pass_instances,
- donor_suppliers_);
- MaybeAddRepeatedPass<FuzzerPassDuplicateRegionsWithSelections>(
- &pass_instances);
- MaybeAddRepeatedPass<FuzzerPassExpandVectorReductions>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassFlattenConditionalBranches>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassInlineFunctions>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassInvertComparisonOperators>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassMakeVectorOperationsDynamic>(
- &pass_instances);
- MaybeAddRepeatedPass<FuzzerPassMergeBlocks>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassMergeFunctionReturns>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassMutatePointers>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassOutlineFunctions>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassPermuteBlocks>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassPermuteFunctionParameters>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassPermuteInstructions>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassPropagateInstructionsDown>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassPropagateInstructionsUp>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassPushIdsThroughVariables>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassReplaceAddsSubsMulsWithCarryingExtended>(
- &pass_instances);
- MaybeAddRepeatedPass<FuzzerPassReplaceBranchesFromDeadBlocksWithExits>(
- &pass_instances);
- MaybeAddRepeatedPass<FuzzerPassReplaceCopyMemoriesWithLoadsStores>(
- &pass_instances);
- MaybeAddRepeatedPass<FuzzerPassReplaceCopyObjectsWithStoresLoads>(
- &pass_instances);
- MaybeAddRepeatedPass<FuzzerPassReplaceLoadsStoresWithCopyMemories>(
- &pass_instances);
- MaybeAddRepeatedPass<FuzzerPassReplaceParameterWithGlobal>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassReplaceLinearAlgebraInstructions>(
- &pass_instances);
- MaybeAddRepeatedPass<FuzzerPassReplaceOpPhiIdsFromDeadPredecessors>(
- &pass_instances);
- MaybeAddRepeatedPass<FuzzerPassReplaceOpSelectsWithConditionalBranches>(
- &pass_instances);
- MaybeAddRepeatedPass<FuzzerPassReplaceParamsWithStruct>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassSplitBlocks>(&pass_instances);
- MaybeAddRepeatedPass<FuzzerPassSwapBranchConditionalOperands>(
- &pass_instances);
- MaybeAddRepeatedPass<FuzzerPassWrapRegionsInSelections>(&pass_instances);
- // There is a theoretical possibility that no pass instances were created
- // until now; loop again if so.
- } while (pass_instances.GetPasses().empty());
- RepeatedPassRecommenderStandard pass_recommender(&pass_instances,
- fuzzer_context_.get());
- std::unique_ptr<RepeatedPassManager> repeated_pass_manager = nullptr;
- switch (repeated_pass_strategy_) {
- case RepeatedPassStrategy::kSimple:
- repeated_pass_manager = MakeUnique<RepeatedPassManagerSimple>(
- fuzzer_context_.get(), &pass_instances);
- break;
- case RepeatedPassStrategy::kLoopedWithRecommendations:
- repeated_pass_manager =
- MakeUnique<RepeatedPassManagerLoopedWithRecommendations>(
- fuzzer_context_.get(), &pass_instances, &pass_recommender);
- break;
- case RepeatedPassStrategy::kRandomWithRecommendations:
- repeated_pass_manager =
- MakeUnique<RepeatedPassManagerRandomWithRecommendations>(
- fuzzer_context_.get(), &pass_instances, &pass_recommender);
- break;
- }
- do {
- if (!ApplyPassAndCheckValidity(
- repeated_pass_manager->ChoosePass(transformation_sequence_out_))) {
- return {Fuzzer::FuzzerResultStatus::kFuzzerPassLedToInvalidModule,
- std::vector<uint32_t>(), protobufs::TransformationSequence()};
- }
- } while (ShouldContinueFuzzing());
- // Now apply some passes that it does not make sense to apply repeatedly,
- // as they do not unlock other passes.
- std::vector<std::unique_ptr<FuzzerPass>> final_passes;
- MaybeAddFinalPass<FuzzerPassAdjustBranchWeights>(&final_passes);
- MaybeAddFinalPass<FuzzerPassAdjustFunctionControls>(&final_passes);
- MaybeAddFinalPass<FuzzerPassAdjustLoopControls>(&final_passes);
- MaybeAddFinalPass<FuzzerPassAdjustMemoryOperandsMasks>(&final_passes);
- MaybeAddFinalPass<FuzzerPassAdjustSelectionControls>(&final_passes);
- MaybeAddFinalPass<FuzzerPassAddNoContractionDecorations>(&final_passes);
- MaybeAddFinalPass<FuzzerPassInterchangeSignednessOfIntegerOperands>(
- &final_passes);
- MaybeAddFinalPass<FuzzerPassInterchangeZeroLikeConstants>(&final_passes);
- MaybeAddFinalPass<FuzzerPassPermutePhiOperands>(&final_passes);
- MaybeAddFinalPass<FuzzerPassSwapCommutableOperands>(&final_passes);
- MaybeAddFinalPass<FuzzerPassToggleAccessChainInstruction>(&final_passes);
- for (auto& pass : final_passes) {
- if (!ApplyPassAndCheckValidity(pass.get())) {
- return {Fuzzer::FuzzerResultStatus::kFuzzerPassLedToInvalidModule,
- std::vector<uint32_t>(), protobufs::TransformationSequence()};
- }
- }
- // Encode the module as a binary.
- std::vector<uint32_t> binary_out;
- ir_context_->module()->ToBinary(&binary_out, false);
- return {Fuzzer::FuzzerResultStatus::kComplete, std::move(binary_out),
- std::move(transformation_sequence_out_)};
- }
- bool Fuzzer::ShouldContinueFuzzing() {
- // There's a risk that fuzzing could get stuck, if none of the enabled fuzzer
- // passes are able to apply any transformations. To guard against this we
- // count the number of times some repeated pass has been applied and ensure
- // that fuzzing stops if the number of repeated passes hits the limit on the
- // number of transformations that can be applied.
- assert(
- num_repeated_passes_applied_ <=
- fuzzer_context_->GetTransformationLimit() &&
- "The number of repeated passes applied must not exceed its upper limit.");
- if (ir_context_->module()->id_bound() >= fuzzer_context_->GetIdBoundLimit()) {
- return false;
- }
- if (num_repeated_passes_applied_ ==
- fuzzer_context_->GetTransformationLimit()) {
- // Stop because fuzzing has got stuck.
- return false;
- }
- auto transformations_applied_so_far =
- static_cast<uint32_t>(transformation_sequence_out_.transformation_size());
- if (transformations_applied_so_far >=
- fuzzer_context_->GetTransformationLimit()) {
- // Stop because we have reached the transformation limit.
- return false;
- }
- // If we have applied T transformations so far, and the limit on the number of
- // transformations to apply is L (where T < L), the chance that we will
- // continue fuzzing is:
- //
- // 1 - T/(2*L)
- //
- // That is, the chance of continuing decreases as more transformations are
- // applied. Using 2*L instead of L increases the number of transformations
- // that are applied on average.
- auto chance_of_continuing = static_cast<uint32_t>(
- 100.0 * (1.0 - (static_cast<double>(transformations_applied_so_far) /
- (2.0 * static_cast<double>(
- fuzzer_context_->GetTransformationLimit())))));
- if (!fuzzer_context_->ChoosePercentage(chance_of_continuing)) {
- // We have probabilistically decided to stop.
- return false;
- }
- // Continue fuzzing!
- num_repeated_passes_applied_++;
- return true;
- }
- } // namespace fuzz
- } // namespace spvtools
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