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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>

Issue/862 - Fix compilation errors (missing headers, cub namespace) to enable inference on Hygon platform

* 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.

* issue/739 - support batched RoPE on Nvidia and CPU

* issue/739 - metax, moore batched rope

* issue/739 - adjust metax flags

* issue/739 - added a rope module interface to forward inplace in output tensor

* issue/634: InfiniCore 支持InfiniLM Llama模型适配
Signed-off-by: Ceng23333 <441651826@qq.com>

* .
Signed-off-by: Ceng23333 <441651826@qq.com>

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Signed-off-by: Ceng23333 <441651826@qq.com>

* ISSUE/628 适配QY C610 GPU，增加编译选项，适配已有算子。添加bge类模型所需的算子，包括gelu,layer_norm，lp_norm(支持l1，l2 norm)，relu，softmax，tanh。

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

* initial add mc support for meta

* add command description for maca compilation

* rebase metax maca support to main

* issue/445 - clang format code on ubuntu

* issue//445 - change config from use_mc to use-mc and format code

* issue/614: fix device class in python

* issue/614: chang list to List in typing

* issue/614: undo kunlun.lua

- Implement core modules: Linear, Embedding, RMSNorm
- Add PyTorch-like macros for module and parameter definition
  - INFINICORE_NN_MODULE for single module declaration
  - INFINICORE_NN_MODULE_VEC for module vectors
  - INFINICORE_NN_PARAMETER for parameter declaration
  - Corresponding INIT macros for initialization
- Implement hierarchical module system with dynamic path generation
- Add state_dict() and load_state_dict() support
- Refactor module design: protected registration methods, removed path_ member
- Add comprehensive test suite including TinyLlama integration
- All parameters are protected with public accessors

Co-authored-by: zhuyue <zhuyue@qiyuanlab.com>

* issue/472: p800 ccl

* issue/472: 删掉无用操作

* issue/472: fix format

* issue/472: memcpy h2h case