[quantization] Introduce wrapper for Qwen3VLVisionModel#536
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[quantization] Introduce wrapper for Qwen3VLVisionModel#536dvsav wants to merge 1 commit intoSamsung:mainfrom
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This change introduces QuantQwen3VLVisionModel wrapper to support post-training quantization of Qwen3VLVisionModel operation. TICO-DCO-1.0-Signed-off-by: d.savchenkov <d.savchenkov@partner.samsung.com>
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This change introduces QuantQwen3VLVisionModel wrapper to support post-training quantization of Qwen3VLVisionModel operation.
Why?
Qwen3VLVisionModelmodule is used in the image encoder part of VLMs.Trying to quantize
Qwen3VLVisionModelvia PTQ generates exceptionPTQQuantizer: no quantization wrapper for Qwen3VLVisionModel.What
This change introduces:
class QuantQwen3VLVisionModel(tico/quantization/wrapq/wrappers/qwen_vl/quant_vision_model.py)_CORE_MODULES(tico/quantization/wrapq/wrappers/registry.py)class TestQuantQwen3VLVisionModel(test/quantization/wrapq/wrappers/nn/test_quant_vision_model.py)Qwen3VLVisionModelquantization and conversion to Circle (tico/quantization/wrapq/examples/qwen/quantize_quant_vision_model.py).Unit Tests
Unit tests results with coverage information:
Coverage info (irrelevant files skipped):