// Copyright 2025 The ODML Authors. // // 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 #include #include #include #include #include "litert/cc/litert_environment.h" // from @litert #include "runtime/components/sampler_factory.h" #include "runtime/components/top_p_cpu_sampler.h" #include "runtime/executor/executor_settings_base.h" #include "runtime/proto/sampler_params.pb.h" #include "litert/test/matchers.h" // from @litert #include "runtime/util/test_utils.h" // IWYU pragma: keep namespace litert::lm { namespace { TEST(SamplerFactoryFailedDlopenTest, CreateSamplerForGpuFallsBackToCpuIfUnavailable) { LITERT_ASSERT_OK_AND_ASSIGN(auto litert_env, litert::Environment::Create({})); proto::SamplerParameters sampler_params; sampler_params.set_k(1); sampler_params.set_p(0.0); sampler_params.set_temperature(1.0); sampler_params.set_seed(12345); sampler_params.set_type(proto::SamplerParameters::TOP_P); auto result = CreateSampler(Backend::GPU, /*batch_size=*/1, std::move(sampler_params), litert_env.Get(), /*sequence_size=*/1, /*vocab_size=*/201, /*activation_data_type=*/std::nullopt); // Should fall back to CPU sampler. ASSERT_OK(result); auto sampler = std::move(result.value()); TopPSampler* top_p_sampler = dynamic_cast(sampler.get()); EXPECT_NE(top_p_sampler, nullptr); } } // namespace } // namespace litert::lm