hcms1994

[sparse_conv] optimize sparse 1x1 kernel for fp32 and int8!

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1. 优化1x1卷积稀疏推理代码； 2. gemv相关kernel计算由instristic指令改成汇编指令；

fake_quantize_range_abs_max算子不支持

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onnx模型转paddle模型，使用paddleslim可以完成离线量化，但离线量化后的paddle模型再转onnx模型存在op不支持问题 报错信息： /usr/local/lib/python3.9/site-packages/onnx/mapping.py:27: DeprecationWarning: `np.object` is a deprecated alias for the builtin `object`. To silence this warning, use `object` by itself. Doing this will not modify any behavior and is...

[Bug] Check failed: learner_model_param_.num_feature >= p_fmat->Info().num_col_ (835 vs. 919) : Number of columns does not match number of features in booster

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Hi all， I try to use the autotuning module to search for the optimal library, but an error was reported. Attached is the model file [picodet_new.onnx.zip](https://github.com/apache/tvm/files/10174174/picodet_new.onnx.zip) pool is not optimized...