""" # Copyright (c) 2025 PaddlePaddle Authors. All Rights Reserved. # # 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. """ import unittest from unittest import mock from fastdeploy.model_executor.layers.quantization.w4a8 import W4A8Config from fastdeploy.platforms import current_platform class TestW4A8Config(unittest.TestCase): def setUp(self): self.config = W4A8Config(is_permuted=False, hadamard_block_size=128) def test_name(self): """Test name() method""" self.assertEqual(self.config.name(), "w4a8") def test_from_config_defaults(self): """Test from_config with empty dict uses defaults""" cfg = W4A8Config.from_config({}) self.assertTrue(cfg.is_permuted) self.assertEqual(cfg.hadamard_block_size, 128) def test_from_config_full(self): """Test from_config with full dict""" cfg = W4A8Config.from_config({"is_permuted": False, "hadamard_block_size": 64}) self.assertFalse(cfg.is_permuted) self.assertEqual(cfg.hadamard_block_size, 64) def test_get_quant_method_cuda(self): """Test get_quant_method returns CUDA method when on CUDA platform""" with ( mock.patch.object(current_platform, "is_cuda", return_value=True), mock.patch( "fastdeploy.model_executor.layers.moe.fused_moe_cutlass_backend.CutlassW4A8MoEMethod" ) as mock_cuda, ): layer = mock.Mock() method = self.config.get_quant_method(layer) mock_cuda.assert_called_once_with(self.config) self.assertEqual(method, mock_cuda.return_value) @unittest.skipIf(not hasattr(current_platform, "is_xpu") or not current_platform.is_xpu(), "No XPU, skip test") def test_get_quant_method_xpu(self): """Test get_quant_method returns XPU method when on XPU platform""" with mock.patch("fastdeploy.model_executor.layers.backends.xpu.moe.fused_moe.XPUW4A8MoEMethod") as mock_xpu: layer = mock.Mock() method = self.config.get_quant_method(layer) mock_xpu.assert_called_once_with(self.config) self.assertEqual(method, mock_xpu.return_value) def test_get_quant_method_unsupported(self): """Test that unsupported platform raises ValueError""" with ( mock.patch.object(current_platform, "is_cuda", return_value=False), mock.patch.object(current_platform, "is_xpu", return_value=False), ): layer = mock.Mock() with self.assertRaises(ValueError): self.config.get_quant_method(layer) if __name__ == "__main__": unittest.main()