// Copyright 2024 Google LLC // SPDX-License-Identifier: Apache-2.0 // // 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 // // https://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 #include #include #include "evals/benchmark_helper.h" #include "gemma/gemma.h" #include "hwy/base.h" #include "hwy/nanobenchmark.h" #include "hwy/profiler.h" #include "hwy/tests/hwy_gtest.h" namespace gcpp { namespace { // Shared state. Requires argc/argv, so construct in main and use the same raw // pointer approach as in benchmarks.cc. Note that the style guide forbids // non-local static variables with dtors. GemmaEnv* s_env = nullptr; class GemmaBatchBench : public ::testing::Test { protected: std::vector BatchGemmaReply( const std::vector& inputs) { s_env->SetMaxGeneratedTokens(24); s_env->MutableConfig().temperature = 0.0f; // deterministic s_env->MutableConfig().verbosity = 2; std::vector replies; for (const QueryResult& result : s_env->BatchQueryModel(inputs)) { replies.push_back(result.response); } return replies; } }; TEST_F(GemmaBatchBench, RandomQuestionsBatched) { const std::vector questions = { {"Write me a poem about Australia?"}, {"What's the history of Denmark?"}, {"Write me a comedy story about the USA."}, {"Teach me about GPU programming."}, {"Write me a story about the moon."}, {"Write me a story about the universe."}, {"Write a poem about planet earth."}, {"Tell me more about olympic sports."}, {"How would you describe Washington State?"}, {"Write me a story about Silicon Valley."}, {"Write me about your best friend."}, {"How would you describe a unicorn?"}, {"Tell me about world war history."}, {"Tell me about Google."}, {"Explain to me how to use Google Maps."}, {"Explain to me how AI works."}, {"Write me a poem about France."}, {"What's the history of Great Britain?"}, {"Write me a comedy story about Florida."}, {"Teach me about dynamic programming."}, {"Write me a story about Jupiter."}, {"Write me a story about space ships."}, {"Write a poem about some random planet."}, {"Tell me more about team sports."}, {"How would you describe Michigan State?"}, {"Write me a story about Europe."}, {"Write me about your best colleague."}, {"How would you describe a horse?"}, {"Tell me about World War 2."}, {"Please share some good cooking tips."}, {"Tell me about space travel."}, {"Explain to me how electric cars work."}, }; // Fills prompts round robin from `questions` until the desired batch size. std::vector inputs; inputs.reserve(s_env->MutableConfig().decode_qbatch_size); size_t qpos = 0; for (size_t i = 0; i < inputs.capacity(); ++i) { inputs.push_back(questions[qpos++]); if (qpos == questions.size()) qpos = 0; } std::vector responses = BatchGemmaReply(inputs); for (size_t i = 0; i < hwy::Unpredictable1() * 3; ++i) { fprintf(stderr, "Batch answer %zu '%s'\n\n", i, responses[i].c_str()); } PROFILER_PRINT_RESULTS(); } } // namespace } // namespace gcpp int main(int argc, char** argv) { fprintf(stderr, "GemmaEnv setup..\n"); gcpp::GemmaEnv env(argc, argv); gcpp::s_env = &env; testing::InitGoogleTest(&argc, argv); return RUN_ALL_TESTS(); }