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demo131 - multiple issues regarding quantization, qy, and so forth

* issue/843: success per_channel_quant_int8

* issue/843: success qy quant

* issue/843: modified quant

* Add w8a8int8 performance tests

* add infinicore op linear_w8a8i8

* w8a8 linear module functional nn

* issue/843: QY-GPU Support Int8 scale_mm (#68)

* issue/843: success qy scaled_mm

* issue/843: modified kernel.cuh as per_channel_dequant_int8.cuh

* fix parallel slic in w8

* w8: support multiple batch size

* temp: 修改quantconfig处理

* fix format and delete redundancy code

* fix format

* fix format

* fix format

* Refactor: add new API alongside legacy interfaces with deprecation warnings

* 添加w4 inifnicore相关内容，以及将Quantization config划入InfiniCore

* 量化算子支持图

* solve cub version problem and fix code structure

* fix format

* demo131 - remove commented lines

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Co-authored-by: xgqdut2016 <kenan_gewei@163.com>
Co-authored-by: xgqdut2016 <140036308+xgqdut2016@users.noreply.github.com>
Co-authored-by: wooway777 <wooway777@gmail.com>

* can commit

* can exec sm_90a

* can exec < sm_90

* fix format

* fix format

* 增加测试，测试对标sglang test

* fix format 1

* fix format 2

* add compile option to disable cutlass

This reverts commit 25258029.

Signed-off-by: YdrMaster <ydrml@hotmail.com>

Signed-off-by: YdrMaster <ydrml@hotmail.com>

Signed-off-by: YdrMaster <ydrml@hotmail.com>

Signed-off-by: YdrMaster <ydrml@hotmail.com>

Signed-off-by: YdrMaster <ydrml@hotmail.com>

Signed-off-by: YdrMaster <ydrml@hotmail.com>

issue/127: refactor elementwise framework, complete CUDA implementation, refactor swiglu using the generic elementwise framework

Signed-off-by: YdrMaster <ydrml@hotmail.com>