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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/shrinker.h"
- #include <sstream>
- #include "source/fuzz/pseudo_random_generator.h"
- #include "source/fuzz/replayer.h"
- #include "source/spirv_fuzzer_options.h"
- #include "source/util/make_unique.h"
- namespace spvtools {
- namespace fuzz {
- namespace {
- // A helper to get the size of a protobuf transformation sequence in a less
- // verbose manner.
- uint32_t NumRemainingTransformations(
- const protobufs::TransformationSequence& transformation_sequence) {
- return static_cast<uint32_t>(transformation_sequence.transformation_size());
- }
- // A helper to return a transformation sequence identical to |transformations|,
- // except that a chunk of size |chunk_size| starting from |chunk_index| x
- // |chunk_size| is removed (or as many transformations as available if the whole
- // chunk is not).
- protobufs::TransformationSequence RemoveChunk(
- const protobufs::TransformationSequence& transformations,
- uint32_t chunk_index, uint32_t chunk_size) {
- uint32_t lower = chunk_index * chunk_size;
- uint32_t upper = std::min((chunk_index + 1) * chunk_size,
- NumRemainingTransformations(transformations));
- assert(lower < upper);
- assert(upper <= NumRemainingTransformations(transformations));
- protobufs::TransformationSequence result;
- for (uint32_t j = 0; j < NumRemainingTransformations(transformations); j++) {
- if (j >= lower && j < upper) {
- continue;
- }
- protobufs::Transformation transformation =
- transformations.transformation()[j];
- *result.mutable_transformation()->Add() = transformation;
- }
- return result;
- }
- } // namespace
- struct Shrinker::Impl {
- Impl(spv_target_env env, uint32_t limit, bool validate,
- spv_validator_options options)
- : target_env(env),
- step_limit(limit),
- validate_during_replay(validate),
- validator_options(options) {}
- const spv_target_env target_env; // Target environment.
- MessageConsumer consumer; // Message consumer.
- const uint32_t step_limit; // Step limit for reductions.
- const bool validate_during_replay; // Determines whether to check for
- // validity during the replaying of
- // transformations.
- spv_validator_options validator_options; // Options to control validation.
- };
- Shrinker::Shrinker(spv_target_env env, uint32_t step_limit,
- bool validate_during_replay,
- spv_validator_options validator_options)
- : impl_(MakeUnique<Impl>(env, step_limit, validate_during_replay,
- validator_options)) {}
- Shrinker::~Shrinker() = default;
- void Shrinker::SetMessageConsumer(MessageConsumer c) {
- impl_->consumer = std::move(c);
- }
- Shrinker::ShrinkerResultStatus Shrinker::Run(
- const std::vector<uint32_t>& binary_in,
- const protobufs::FactSequence& initial_facts,
- const protobufs::TransformationSequence& transformation_sequence_in,
- const Shrinker::InterestingnessFunction& interestingness_function,
- std::vector<uint32_t>* binary_out,
- protobufs::TransformationSequence* transformation_sequence_out) const {
- // Check compatibility between the library version being linked with and the
- // header files being used.
- GOOGLE_PROTOBUF_VERIFY_VERSION;
- spvtools::SpirvTools tools(impl_->target_env);
- if (!tools.IsValid()) {
- impl_->consumer(SPV_MSG_ERROR, nullptr, {},
- "Failed to create SPIRV-Tools interface; stopping.");
- return Shrinker::ShrinkerResultStatus::kFailedToCreateSpirvToolsInterface;
- }
- // Initial binary should be valid.
- if (!tools.Validate(&binary_in[0], binary_in.size(),
- impl_->validator_options)) {
- impl_->consumer(SPV_MSG_INFO, nullptr, {},
- "Initial binary is invalid; stopping.");
- return Shrinker::ShrinkerResultStatus::kInitialBinaryInvalid;
- }
- std::vector<uint32_t> current_best_binary;
- protobufs::TransformationSequence current_best_transformations;
- // Run a replay of the initial transformation sequence to (a) check that it
- // succeeds, (b) get the binary that results from running these
- // transformations, and (c) get the subsequence of the initial transformations
- // that actually apply (in principle this could be a strict subsequence).
- if (Replayer(impl_->target_env, impl_->validate_during_replay,
- impl_->validator_options)
- .Run(binary_in, initial_facts, transformation_sequence_in,
- transformation_sequence_in.transformation_size(),
- ¤t_best_binary, ¤t_best_transformations) !=
- Replayer::ReplayerResultStatus::kComplete) {
- return ShrinkerResultStatus::kReplayFailed;
- }
- // Check that the binary produced by applying the initial transformations is
- // indeed interesting.
- if (!interestingness_function(current_best_binary, 0)) {
- impl_->consumer(SPV_MSG_INFO, nullptr, {},
- "Initial binary is not interesting; stopping.");
- return ShrinkerResultStatus::kInitialBinaryNotInteresting;
- }
- uint32_t attempt = 0; // Keeps track of the number of shrink attempts that
- // have been tried, whether successful or not.
- uint32_t chunk_size =
- std::max(1u, NumRemainingTransformations(current_best_transformations) /
- 2); // The number of contiguous transformations that the
- // shrinker will try to remove in one go; starts
- // high and decreases during the shrinking process.
- // Keep shrinking until we:
- // - reach the step limit,
- // - run out of transformations to remove, or
- // - cannot make the chunk size any smaller.
- while (attempt < impl_->step_limit &&
- !current_best_transformations.transformation().empty() &&
- chunk_size > 0) {
- bool progress_this_round =
- false; // Used to decide whether to make the chunk size with which we
- // remove transformations smaller. If we managed to remove at
- // least one chunk of transformations at a particular chunk
- // size, we set this flag so that we do not yet decrease the
- // chunk size.
- assert(chunk_size <=
- NumRemainingTransformations(current_best_transformations) &&
- "Chunk size should never exceed the number of transformations that "
- "remain.");
- // The number of chunks is the ceiling of (#remaining_transformations /
- // chunk_size).
- const uint32_t num_chunks =
- (NumRemainingTransformations(current_best_transformations) +
- chunk_size - 1) /
- chunk_size;
- assert(num_chunks >= 1 && "There should be at least one chunk.");
- assert(num_chunks * chunk_size >=
- NumRemainingTransformations(current_best_transformations) &&
- "All transformations should be in some chunk.");
- // We go through the transformations in reverse, in chunks of size
- // |chunk_size|, using |chunk_index| to track which chunk to try removing
- // next. The loop exits early if we reach the shrinking step limit.
- for (int chunk_index = num_chunks - 1;
- attempt < impl_->step_limit && chunk_index >= 0; chunk_index--) {
- // Remove a chunk of transformations according to the current index and
- // chunk size.
- auto transformations_with_chunk_removed =
- RemoveChunk(current_best_transformations, chunk_index, chunk_size);
- // Replay the smaller sequence of transformations to get a next binary and
- // transformation sequence. Note that the transformations arising from
- // replay might be even smaller than the transformations with the chunk
- // removed, because removing those transformations might make further
- // transformations inapplicable.
- std::vector<uint32_t> next_binary;
- protobufs::TransformationSequence next_transformation_sequence;
- if (Replayer(impl_->target_env, impl_->validate_during_replay,
- impl_->validator_options)
- .Run(binary_in, initial_facts, transformations_with_chunk_removed,
- transformations_with_chunk_removed.transformation_size(),
- &next_binary, &next_transformation_sequence) !=
- Replayer::ReplayerResultStatus::kComplete) {
- // Replay should not fail; if it does, we need to abort shrinking.
- return ShrinkerResultStatus::kReplayFailed;
- }
- assert(NumRemainingTransformations(next_transformation_sequence) >=
- chunk_index * chunk_size &&
- "Removing this chunk of transformations should not have an effect "
- "on earlier chunks.");
- if (interestingness_function(next_binary, attempt)) {
- // If the binary arising from the smaller transformation sequence is
- // interesting, this becomes our current best binary and transformation
- // sequence.
- current_best_binary = next_binary;
- current_best_transformations = next_transformation_sequence;
- progress_this_round = true;
- }
- // Either way, this was a shrink attempt, so increment our count of shrink
- // attempts.
- attempt++;
- }
- if (!progress_this_round) {
- // If we didn't manage to remove any chunks at this chunk size, try a
- // smaller chunk size.
- chunk_size /= 2;
- }
- // Decrease the chunk size until it becomes no larger than the number of
- // remaining transformations.
- while (chunk_size >
- NumRemainingTransformations(current_best_transformations)) {
- chunk_size /= 2;
- }
- }
- // The output from the shrinker is the best binary we saw, and the
- // transformations that led to it.
- *binary_out = current_best_binary;
- *transformation_sequence_out = current_best_transformations;
- // Indicate whether shrinking completed or was truncated due to reaching the
- // step limit.
- assert(attempt <= impl_->step_limit);
- if (attempt == impl_->step_limit) {
- std::stringstream strstream;
- strstream << "Shrinking did not complete; step limit " << impl_->step_limit
- << " was reached.";
- impl_->consumer(SPV_MSG_WARNING, nullptr, {}, strstream.str().c_str());
- return Shrinker::ShrinkerResultStatus::kStepLimitReached;
- }
- return Shrinker::ShrinkerResultStatus::kComplete;
- }
- } // namespace fuzz
- } // namespace spvtools
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