# SPDX-FileCopyrightText: Copyright (c) 2022-2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved. # 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 # # 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. """Module test_bindings test bindings examples.""" import os import pytest from defs.common import convert_weights, venv_check_call, venv_mpi_check_call from defs.conftest import get_device_count, get_sm_version from defs.trt_test_alternative import check_call # skip trt flow cases on post-Blackwell-Ultra if get_sm_version() >= 103: pytest.skip( "TRT workflow tests are not supported on post Blackwell-Ultra architecture", allow_module_level=True) @pytest.fixture(scope="module") def bindings_example_root(llm_root): "Get bindings example root" example_root = os.path.join(llm_root, "examples", "bindings", "executor") return example_root @pytest.mark.parametrize("llama_model_root", ['llama-7b'], indirect=True) def test_llm_bindings_example(bindings_example_root, llama_example_root, llama_model_root, llm_venv, cmodel_dir, engine_dir): "Run basic example on single gpu" device_num = get_device_count() assert device_num in (1, 2, 4, 8) model_dir = convert_weights(llm_venv=llm_venv, example_root=llama_example_root, cmodel_dir=cmodel_dir, model='llama-7b', model_path=llama_model_root, data_type='float16', tp_size=device_num, pp_size=1) build_cmd = [ "trtllm-build", f"--checkpoint_dir={model_dir}", f"--output_dir={engine_dir}", "--remove_input_padding=enable", f"--workers={device_num}", ] check_call(" ".join(build_cmd), shell=True, env=llm_venv._new_env) print("Run basic example") run_cmd = [ f"{bindings_example_root}/example_basic.py", f"--model_path={engine_dir}", ] if device_num >= 2: venv_mpi_check_call( llm_venv, ["mpirun", "-n", f"{device_num}", "--allow-run-as-root"], run_cmd) else: venv_check_call(llm_venv, run_cmd)