# 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 test_case_base import (

TestCaseBase,

test_instruction_translator_cache_context,

)

import paddle

from paddle.jit import sot

class EmbeddingLayer(paddle.nn.Layer):

def __init__(self):

super().__init__()

self.embedding = paddle.nn.Embedding(10, 10)

def forward(self, x):

x = x + 1 - 1

x = self.embedding(x)

return x + 1

def call_embedding_layer(x: paddle.Tensor, layer: paddle.nn.Layer):

return layer(x)

def call_functional_embedding(x: paddle.Tensor, weight: paddle.Tensor):

x = x + 1 - 1

x = paddle.nn.functional.embedding(x, weight)

return x + 1

class TestForceDynamic(TestCaseBase):

def test_embedding_layer(self):

paddle.jit.marker.force_dynamic(paddle.nn.Embedding)

layer = EmbeddingLayer()

with test_instruction_translator_cache_context() as ctx:

self.assertEqual(ctx.translate_count, 0)

self.assert_results(

call_embedding_layer,

paddle.randint(0, 10, [1, 3, 224, 224], dtype='int64'),

layer,

)

self.assertGreater(ctx.translate_count, 1)

sot.utils.paddle_api_config.break_graph_layer_classes.clear()

def test_functional_embedding(self):

paddle.jit.marker.force_dynamic(paddle.nn.functional.embedding)

weight = paddle.randn([10, 10])

x = paddle.randint(0, 10, [1, 3, 224, 224], dtype='int64')

with test_instruction_translator_cache_context() as ctx:

self.assertEqual(ctx.translate_count, 0)

self.assert_results(call_functional_embedding, x, weight)

self.assertGreater(ctx.translate_count, 1)

sot.utils.paddle_api_config.break_graph_functions.clear()

if __name__ == "__main__":

unittest.main()