Qualcomm AI Engine Direct - Support 2-bits quantization 16a2w#19632
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jethroqti wants to merge 1 commit into
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Qualcomm AI Engine Direct - Support 2-bits quantization 16a2w#19632jethroqti wants to merge 1 commit into
jethroqti wants to merge 1 commit into
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Summary:
1.Add 2-bits quantization basis 16a2w quantizer with standard symmetric
2.Support per channel and linear layers
3.Currently support soc model SM8850
Test plan:
python backends/qualcomm/tests/test_qnn_delegate.py TestQNNQuantizedOperator.test_qnn_backend_16a2w_conv2d -b build-android -H ${HOST} -s ${SN} -m SM8850
python backends/qualcomm/tests/test_qnn_delegate.py TestQNNQuantizedOperator.test_qnn_backend_16a2w_linear -b build-android -H ${HOST} -s ${SN} -m SM8850
🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/19632
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This PR is used to support 2-bits quantization basis 16a2w. Please take a look. Thanks. |
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Qualcomm AI Engine Direct - Support 2-bits quantization 16a2w
Summary:
1.Add 2-bits quantization basis 16a2w quantizer with standard symmetric
2.Support per channel and linear layers
3.Currently support soc model SM8850
Test plan:
python backends/qualcomm/tests/test_qnn_delegate.py TestQNNQuantizedOperator.test_qnn_backend_16a2w_conv2d -b build-android -H ${HOST} -s ${SN} -m SM8850 python backends/qualcomm/tests/test_qnn_delegate.py TestQNNQuantizedOperator.test_qnn_backend_16a2w_linear -b build-android -H ${HOST} -s ${SN} -m SM8850