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...core/common/mixed_precision/resource_utilization_tools/resource_utilization_calculator.py
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..._toolkit/core/common/mixed_precision/resource_utilization_tools/ru_aggregation_methods.py
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...on_toolkit/core/common/mixed_precision/resource_utilization_tools/ru_functions_mapping.py
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..._compression_toolkit/core/common/mixed_precision/resource_utilization_tools/ru_methods.py
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# Copyright 2024 Sony Semiconductor Israel, Inc. 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. | ||
# ============================================================================== |
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# Copyright 2024 Sony Semiconductor Israel, Inc. 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. | ||
# ============================================================================== |
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# Copyright 2024 Sony Semiconductor Israel, Inc. 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. | ||
# ============================================================================== |
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tests_pytest/core/common/mixed_precision/resource_utilization_tools/__init__.py
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# Copyright 2024 Sony Semiconductor Israel, Inc. 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. | ||
# ============================================================================== |
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...common/mixed_precision/resource_utilization_tools/test_resource_utilization_calculator.py
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# Copyright 2024 Sony Semiconductor Israel, Inc. 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 numpy as np | ||
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from model_compression_toolkit.core.common import Graph, BaseNode | ||
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class TestUtilization: | ||
pass | ||
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def generate_node(): | ||
rng = np.random.default_rng(seed=42) | ||
BaseNode(name='node', | ||
framework_attr={}, | ||
input_shape=(2, 3), | ||
output_shape=(4, 5, 6), | ||
weights={'weight1': rng.random((2, 5, 7)), | ||
'weight2': rng.random((11,)), | ||
'weight3': rng.random((10, 3))}, | ||
layer_class: Mock(), | ||
reuse=False, | ||
reuse_group=None, | ||
inputs_as_list=False, | ||
quantization_attr: Dict[str, Any] = None, | ||
has_activation: bool = True, | ||
is_custom: bool = False | ||
): | ||
) | ||
def generate_graph(): | ||
g = Graph('g', | ||
nodes: List[BaseNode], | ||
input_nodes: List[BaseNode], | ||
output_nodes: List[OutTensor], | ||
edge_list: List[Edge], | ||
fw_info: FrameworkInfo = None, | ||
**attr) | ||
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class TestRUCalculator: | ||
def test_compute_node_weights(self): |