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InfiniTensor
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208 Commits

Author SHA1 Message Date
YdrMaster 4ffaa44c1e fix: Matmul 支持 2 维或以上的输入 
> 现在能导入 resnet18

Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-03-15 17:23:32 +08:00
YdrMaster a27391fcdc fix: 修正 batchNorm 实现 
- onnx 和 pytorch 认为 batchNorm 的 4 个参数是 [c] 形状的，cuDNN 可能认为是 [1,c,1,...]。
优化已改为 [c]，但 cuDNN 推理没有改；

Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-03-15 17:23:32 +08:00
Haojie Wang dd5d091dbc
wip: onnx 导出 (#65) 
| Notice | Work in progress
|-|-

> based on #63 

## Progress

1. [x] 对节点拓扑排序
2. [x] 遍历节点，命名并导出其输出张量（`make_tensor_value_info`）
3. [x] 识别图的输入张量，命名并导出（`make_tensor_value_info`）
4. [x] 根据节点类型，识别权重及属性，导出节点（`make_node`）
5. [x] `make_graph` -> `check_graph` -> `make_model` -> `check_model`
 2023-03-15 15:22:09 +08:00
YdrMaster 62fd619987 fix: 移除中文注释 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-03-15 15:16:16 +08:00
YdrMaster 71a87c27d1 feat: 导出 ReduceMean 到 onnx 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-03-15 15:09:12 +08:00
YdrMaster bb9b62b169 fix: 改正类型转换 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-03-15 15:09:12 +08:00
YdrMaster 2a23669394 feat: 导出 Reshape 到 onnx 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-03-15 15:09:12 +08:00
YdrMaster ffd0473bd2 feat: check everything 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-03-15 15:09:12 +08:00
YdrMaster 9e0f8f21bf feat: 生成模型对象 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-03-15 15:09:12 +08:00
YdrMaster 6b7af7077b feat: 导出 Gather Concat 到 onnx 
- 并优化 python 代码

Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-03-15 15:09:12 +08:00
YdrMaster 9d9fbd44af feat: 导出 MatMul Concat 到 onnx 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-03-15 15:09:12 +08:00
YdrMaster 32f6f02c81 feat: 导出 5 个单目算子到 onnx 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-03-15 15:09:12 +08:00
YdrMaster 0517089dca feat: 导出输入张量到 onnx 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-03-15 15:09:12 +08:00
YdrMaster eff4c14a85 feat: 封装上下文对象以复用建图代码 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-03-15 15:09:12 +08:00
YdrMaster 0833a2f779 feat: 导出加减乘除幂到 onnx 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-03-15 15:09:12 +08:00
YdrMaster f2591edbb4 feat: 导出 OpType，为节点命名 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-03-15 15:09:12 +08:00
YdrMaster fe81fccf76 feat: 导出 OperatorObj 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-03-15 15:09:12 +08:00
YdrMaster 45a3cdfa30 feat: GraphObj 增加一个拓扑排序方法及其测试 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-03-15 15:09:12 +08:00
YdrMaster f20e791cf5 style: 修改 graph.h/graph.cc 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-03-15 15:09:12 +08:00
Haojie Wang 0f52d04882
Merge branch 'master' into dev-onnx 2023-03-15 14:52:03 +08:00
YdrMaster 978269162a fix: 移除 c++ 中的中文注释，python TODO 改 FIXME 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-03-15 14:48:39 +08:00
deathwings602 40d1b1c91b
Add ConvTransposedNHWC (#67) 
* Add: IT_ASSERT_TODO

* [WIP] Add: ConvTranspose2d mutation test

* add ConvTransposedNHWC

* fix test_cuda_transposed_2d

---------

Co-authored-by: Liyan Zheng <liyan-zheng@outlook.com>
Co-authored-by: huangshuhong <huangsh19@mails.tsinghua.edu.cn>
 2023-03-01 14:15:02 +08:00
YdrMaster 6871fff02b feat: 导出分配内存和运行推理的接口 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-02-23 11:08:00 +08:00
YdrMaster d7e52054e6 fix: 修正 GlobalAveragePool 和 Reshape 导入 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-02-23 08:59:06 +08:00
YdrMaster 4c7fdf44c5 feat: 前端支持 Conv 及单元测试 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-02-22 15:05:44 +08:00
YdrMaster ce04177585 style: use __path__ to import 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-02-21 09:17:34 +08:00
YdrMaster 6a4de807e6 style: remove non-ascii comments from cpp 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-02-16 14:57:51 +08:00
YdrMaster c9fee3f667 feat: 前端支持 GlobalAveragePool 及单元测试 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-02-16 10:33:24 +08:00
YdrMaster 391b9d16c0 cleanup 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-02-15 14:08:30 +08:00
YdrMaster afa90ec9c9 feat: 前端支持 gemm 及单元测试 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-02-15 13:20:34 +08:00
YdrMaster 315763a83a feat: 前端支持 pad 及单元测试 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-02-15 11:41:06 +08:00
YdrMaster 7893ae0cca opt: 优化 PadObj 和 SplitObj 构造器实现 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-02-15 11:28:49 +08:00
YdrMaster bb0e7540cc fix: revert ci yml 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-02-15 07:45:21 +08:00
YdrMaster 8fae67b4b4 feat: 前端支持 slice 及单元测试 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-02-14 17:35:18 +08:00
YdrMaster f9d0076a86 opt: 优化 SliceObj 构造器实现 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-02-14 16:44:08 +08:00
YdrMaster 341cf1f943 feat: 前端支持 pool 及单元测试 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-02-14 16:26:47 +08:00
YdrMaster 62ceb78ae3 feat: 前端支持 reduceMean 及单元测试 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-02-14 15:35:01 +08:00
YdrMaster fb9d84dbb7 opt: 优化 ReduceMeanObj 构造器实现 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-02-14 15:14:28 +08:00
YdrMaster d11fb0ad5f feat: 前端支持 gather 及单元测试 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-02-14 14:16:01 +08:00
YdrMaster 45aa0237da feat: 前端支持 concat 及单元测试 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-02-14 13:42:35 +08:00
YdrMaster a7e58bd8d0 feat: 补充 DataType 类型 
- 增加了 6 个代数类型，与 onnx 的序号对应
- 现在可以导入 reshape 了

Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-02-14 11:27:57 +08:00
YdrMaster d9e2953425 fix: 改正 reshap 导入 
- 从 initializer 拿到 reshape 的 shape 值
- 但 reshape 仍然无法导入，因为无法分辨 shape 其实不是一个后端张量

Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-02-14 10:14:55 +08:00
YdrMaster 7626efbfa8 feat: 前端支持 reshape 
- 无法测试，因为后端不支持 shape 的 INT64 类型

opt: ReshapeObj 构造改为全部传值并在内部 move
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-02-14 09:51:11 +08:00
YdrMaster ee0a562006 test: batchNorm 单元测试 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-02-14 08:54:58 +08:00
whjthu 26be533faa Add documentation for operators. 2023-02-13 22:51:15 +08:00
YdrMaster cca4d2a491 feat: 前端支持 batchNorm（无单元测试） 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-02-13 17:15:35 +08:00
YdrMaster e194dd943b feat: 前端支持 flatten 及单元测试 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-02-13 13:50:07 +08:00
YdrMaster e4ec9c4230 feat: 前端支持 identity 及单元测试 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-02-13 12:26:11 +08:00
YdrMaster 7f0c8ebae3 feat: 前端支持 relu sigmoid tanh softmax abs 及单元测试 
Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-02-13 11:54:54 +08:00
YdrMaster 6e5beceadd feat: 增加 add sub mul div pow 前端 
- 添加每个算子的单元测试
- 添加线性回归模型导入测试

Signed-off-by: YdrMaster <ydrml@hotmail.com>
 2023-02-13 11:25:54 +08:00