fdb2d30868
fix: Makefile
2023-07-19 11:29:15 +08:00
f532784d4f
update CMakeList.txt Makefile for micro benchmark
2023-07-19 11:10:18 +08:00
454b7651a8
update CMakeList.txt Makefile for micro benchmark
2023-07-19 10:55:51 +08:00
48322dbf27
Conv Kernel FP16
2023-07-19 10:06:47 +08:00
523946cb8b
add conv_half kernel
2023-07-18 16:55:00 +08:00
YdrMaster
f7de8113e0
fix: 修正 README.md ( #93 )
...
Signed-off-by: YdrMaster <ydrml@hotmail.com>
2023-07-11 10:03:38 +08:00
YdrMaster
7023454e32
Update docs ( #92 )
...
* docs: 规范化文档
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* Update README.md
---------
Signed-off-by: YdrMaster <ydrml@hotmail.com>
Co-authored-by: zhengly123 <zhengly123@outlook.com>
2023-07-10 02:31:45 +08:00
ab74b6a321
Update doc 0627 ( #89 )
...
* update doc of mlu
* delete README_CN.md. because the file has been split into INSTALL_GUIDE_CN.md and USER_GUIDE_CN.md at 2023.06.23
* remove the build Dependencies of test-cpp, avoid twice build
* fix code
---------
Co-authored-by: wanghailu <wanghailu@qiyuanlab.com>
2023-07-06 16:57:10 +08:00
579cdbbb81
fix ReduceMean and element_wise ( #90 )
...
* feat: 导出 getPerfTime 到 python
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* fix parsing of ReduceMean
* ReduceMean axes defaults to None
* fix ElementWiseCudnn with shape broadcasting
* fix format
---------
Signed-off-by: YdrMaster <ydrml@hotmail.com>
Co-authored-by: YdrMaster <ydrml@hotmail.com>
2023-06-29 07:15:07 +08:00
19d7dc871d
update doc ( #83 )
...
* update doc
* update doc
* update doc
* update doc
* add code
* add code
* update doc
* update doc
* add env.sh and update install guide
* fix
* fix bug
* fix
* add code
* code format
* Update exception.cc
---------
Co-authored-by: wanghailu <wanghailu@qiyuanlab.com>
Co-authored-by: wanghailu <wanghailu0717@163.com>
2023-06-23 14:22:52 +08:00
YdrMaster
26f0d13c26
Dev for 202303ddl ( #66 )
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* add activation operatiopn relu, tanh, sigmoid on mlu
* commit for format
* add activation backward operation
* add test for activation_backward
* add test
* add convbpfilter
* fix
* add transpsoe code and test
* add trigon function operation on mlu: sin,cos,tan,asin,sinh,asinh
* add copy operation on mlu
* add ceil operation and floor operation
* add operation clip
* add operation cnnl div, test and test for divdemo bangc kernel
* add divnonan operation and test
* add erf operation
* add exp operation
* add operation fill
* add log operation
* add log1p operation
* add l2loss operation
* add maximum and minimum operation
* add mseloss operation
* add negTensor operation
* add power operation
* add reciprocal operation
* add sqrt and rsqrt operation
* add transform operation
* add addn operation
* add muln operation
* cherrry pick some operation
* add floordiv operation and floordivtrunc operation
* add floormod operation
* add cumsum operation
* add det operation
* add pad operation
* format
* add concat operation
* format
* add split operation
* fix concat and split operation
* add round operation
* add pooling operation
* add square operation
* add squaredDifference operation
* code format fix
* add flip operation
* code format fix
* add hardtanh operation
* add logic operation
* add addcdiv and addcmul operation
* add arange operation
* add bitcompute operation
* add net test
* fmt
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* style: rename
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* fix: 用 NativeCpuRuntime 替换 CpuRuntime
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* fix code
* fix code
* fix code by review suggestion
* remove operation which is not the onnx operation
* fix format
* clang format
* refactor: tensor 的 print 加一层模板的 dataToString
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* fix: onnx 导出
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* feat: 增加计算图优化接口
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* add clip operation
* feat: 支持导入 clip
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* test: 导入导出测试加入 ci
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* fix batch norm
* feat: 增加 Shape 算子
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* feat: 支持导入 unsqueeze
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* fix: 修正 clip 接口
feat: 支持导入 transpose
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* add broadcast operation
* fix elementwise-broadcast
* fix elementwise broadcast
* add broadcast for gpu elementsie
* feat: pad 支持 axes 负数
feat: 不支持的 padding 导出为独立的 pad 算子
feat: 支持导入 onnxsim 过的 inception
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* fix: 修正池化的测试
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* feat: 导出 pads，支持 inception 导入导出，已加入 ci
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* feat: 支持 densenet 导入导出，并加入 ci
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* feat: 导入 squeeze
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* fix softmax
* feat: 导出 clip 和 transpose
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* feat: 支持 Conv 的 bias
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* fix: bias of conv
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* fix: bias of conv
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* feat: 导入 split
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* feat: 导出 split
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* fix: conv
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* fix: conv group
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* fix: matmul 的 bias 没有放在输入里，修正
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* fix exmaple
* fix: 改正 reduce_mean 导出
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* refactor: 修改 slice 实现与 onnx 一致
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* style: 不导出两个 runtime 函数
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* doc: 中文使用指南
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* doc: 补全指南
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* fix: 修复导入数据的问题
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* fmt
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* feat: 添加 Dropout 基本结构，但不支持两个输出是不同的类型
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* feat: 重新导出优化接口
feat: dropout 导入
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* build: BANG 选项加入 Makefile
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* fxi code, change of test/kernels/bang/test* is use NativeCpuRuntime.
chaneg of include/bang/bang_runtime is for the cntoolkit upgrade.
* feat: 导出 bang runtime
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* add USE_BANG=1
* fix matmul
* fix reshape
* fix
* fix activation
* fix transpose
* format
* format
* update Makefile
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* feat: 支持导入导出 ConvTranspose
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* add prelu on mlu
* fix: ConvTranspose
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* feat: 支持导入导出 PRelu
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* add convtrans on mlu
* fmt
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* docs: 更新 README_CN.md
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* fix code by review suggestions
* style
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* fix: Softmax 的 axis 可以用默认值？感觉是 onnx 不标准
Signed-off-by: YdrMaster <ydrml@hotmail.com>
* fix cuda & intelcpu bugs after merging
---------
Signed-off-by: YdrMaster <ydrml@hotmail.com>
Co-authored-by: wanghailu <wanghailu0717@163.com>
Co-authored-by: wanghailu <wanghailu@qiyuanlab.com>
Co-authored-by: whjthu <haojie0429@gmail.com>
2023-04-18 15:10:33 +08:00
a1974aabcd
NNET supports TVM backend and kernels ( #78 )
...
* Add: mutator InfoGAN minimum test
* Add: cache and padding (bugs!!)
* Add: expression reader as a cmake target
* Fix: [Intermediate] NMutator::expressionToGraph
To be fix: matmul with implicit broadcast
* Add: matmul broadcast
* Fix: GraphObj ctor should use cloneTensor
* Fix: cuBLAS failure when codegen is enabled
* Add: Exception for checkCuError
* Fix: graph OpList ctor
* Add: expr simplication for TVM
* Add: TVM headers and CMake include paths
* Add: CMake config
* Add: PackedFunc (broken)
* Fix: remove cuCtxCreate which makes TVM fails
* Fix: membound_tvm
* Fix: test_memboundOp
* Add: PRelu Expr and AsTVMVisitor
* Add: Random generator
* Add: support TVM packed function
* Fix: specify runtime
* Add: CMake support of TVM
* Add: detailed output of Matmul
* Add: comments for Matmul
* Chore: format and comments
* Chore: GraphObj::selfCheck without assert control
* Fix: CMAKE_CXX_FLAGS in CMakeLists
* fix merge bug
* update api for mkl batchnorm test
* fix lotus env
* fig header bug
---------
Co-authored-by: Liyan Zheng <liyan-zheng@outlook.com>
Co-authored-by: huangshuhong <huangsh19@mails.tsinghua.edu.cn>
Co-authored-by: whjthu <haojie0429@gmail.com>
2023-04-18 00:26:36 +08:00
43d4798323
ADD: sub graph replacement. ( #56 )
...
reconfig: connections among op and tensor now is managered by GraphObj .
add some comments
merge from master
merge from master
ADD: sub graph replacement
reconfig inputs of op resize, due to the check of operator inputs.
ResizeObj::clone
clang format
fix some and add test for multi-output.
replacement support multi-inputs and multi-outputs.
add clone for all operators
add replaceSubGraph addSubGraph
remove extra code
add more test
remove extra print
Co-authored-by: Haojie Wang <haojie0429@gmail.com>
2023-04-17 13:09:07 +08:00
c8b2c8ed32
Cpu backend2 ( #77 )
...
fix review
change Device::MKL to Device::INTELCPU
fix mkl linkage
fix errors according to merge from master
now can call mkl backend
fix softmax/flatten with axis from onnx.
modify README.md
fix memory refree
add env_lotus_intelcpu.sh
fix compile
merge from branch cpu_backend
fix something add gather
fix something
FIX: directory rename from "mkl" to "intelcpu"
ADD: use oneMKL dpcpp interface to implement matmul kernel.
ADD: add dpcpp as compiler for mkl, and fix warnings for clang compiling.
add dpcpp kernel for pow.
ADD: mkl kernel for pad.
ADD: slice mkl kernel.
ADD: reshape/flatten/identity mkl kernel.
ADD: split mkl kernel.
fix compile error
FIX: fix flattenObj with axis.
ADD reduce_mean mkl kernel.
Add concat mkl kernel.
bathNorm for mkl kernel.
sigmoid mkl kernel.
ADD：add mkl kernel for pooling
add more tests for softmax
Now softmax cuda kernel supports any axises.
mkl kernel for softmax
softmax
add axis to softmax operator
add mkl kernel for abs tanh
ADD: relu kernel for mkl
fix binary mkl primitives.
add mkl kernel for binary operators
fix compiler error
move stream to runtime
clang format
add MemoryFormat for tensorObj.
use post_ops for fused conv/deconv
Distinguish mkl op_timer from cuda op timer.
add act optype to conv and deconv
add operator timer
add mkl kernel for convTransposed
minor fix for group conv
do not use cblas_sgemm_batch
CpuRuntimeObj->NativeCpuRuntimeObj
add matmul op for mkl
2023-04-17 12:15:23 +08:00
fe1afe38fa
fix code of bang conv ( #76 )
...
* fix code of bang conv
* test: 向 master push 时也执行 ci
Signed-off-by: YdrMaster <ydrml@hotmail.com>
---------
Signed-off-by: YdrMaster <ydrml@hotmail.com>
Co-authored-by: wanghailu <wanghailu@qiyuanlab.com>
Co-authored-by: YdrMaster <ydrml@hotmail.com>
2023-03-29 15:47:32 +08:00
823e66a9ff
Support perf bang 1115 ( #57 )
...
* support matmul
* add matmul
* add matmul
* add code for cnnl matmul operation and test
* add conv
* add code for conv test on mlu
* add code for test cnnl conv on mlu
* add code for perf conv and matmul on mlu
* clang format
* fix convolution operation
* fxi cmaklist
* code format
* fix code
* code format
---------
Co-authored-by: wanghailu <wanghailu@qiyuanlab.com>
Co-authored-by: wanghailu <wanghailu0717@163.com>
2023-03-29 13:52:56 +08:00
86ec4036ce
ADD: add mkl runtime for intel cpu , and add mkl kernel for matmul/conv/convtransposed. ( #61 )
...
* move memory format transformation to TensorObj
clang format
add MemoryFormat for tensorObj.
use post_ops for fused conv/deconv
Distinguish mkl op_timer from cuda op timer.
add act optype to conv and deconv
add operator timer
add mkl kernel for convTransposed
minor fix for group conv
do not use cblas_sgemm_batch
CpuRuntimeObj->NativeCpuRuntimeObj
add matmul op for mkl
* fix: fix bugs when rebasing from master
fix: fix bugs when rebasing from master
* fix: update api after rebasing
* fix: fix format; fix onnx import
* fix: fix clang-format
* [fix] fix conv_transpose test
* [fix] use stronger test case for transposed conv
* [fix] remove tensor memory format; fix mkl transpose conv
* [fix] add FIXME tag for op_timer python api
---------
Co-authored-by: whjthu <haojie0429@gmail.com>
2023-03-27 21:28:49 +08:00
65a3abf5dc
feat: inference ( #71 )
...
导出推理接口，支持通过 python 调用框架推理
2023-03-25 12:09:22 +08:00
d9886e9de3
fix: remove inline keyword in class; rename getter and setter for inputOf and outputOf
2023-03-25 12:04:24 +08:00
YdrMaster
aff2b538ce
fix: 删除单独的拷贝函数
...
Signed-off-by: YdrMaster <ydrml@hotmail.com>
2023-03-22 10:13:06 +08:00
64a5de51f3
fix
2023-03-22 10:08:31 +08:00
YdrMaster
5aeacedab3
fix: 从模板导出每个类型的 python 接口
...
Signed-off-by: YdrMaster <ydrml@hotmail.com>
2023-03-22 09:46:40 +08:00
YdrMaster
73e895b8ce
feat: 导出拷出张量值方法
...
Signed-off-by: YdrMaster <ydrml@hotmail.com>
2023-03-21 14:40:13 +08:00
YdrMaster
9db97eb212
refactor: 整合操作张量数据的方法
...
Signed-off-by: YdrMaster <ydrml@hotmail.com>
2023-03-21 14:00:04 +08:00
YdrMaster
e1c976568d
fix: 增加推理接口
...
Signed-off-by: YdrMaster <ydrml@hotmail.com>
2023-03-15 17:23:32 +08:00
YdrMaster
c18845a2fd
feat: 增加推理接口
...
Signed-off-by: YdrMaster <ydrml@hotmail.com>
2023-03-15 17:23:32 +08:00
YdrMaster
6e1af09dd0
fix: remove print
...
Signed-off-by: YdrMaster <ydrml@hotmail.com>
2023-03-15 17:23:32 +08:00
YdrMaster
e294e46436
feat: 导出 pool 到 onnx
...
Signed-off-by: YdrMaster <ydrml@hotmail.com>
2023-03-15 17:23:32 +08:00
YdrMaster
8a871c3773
feat: 导出 conv 到 onnx
...
Signed-off-by: YdrMaster <ydrml@hotmail.com>
2023-03-15 17:23:32 +08:00
YdrMaster
afed749b74
feat: 支持导出权重
...
Signed-off-by: YdrMaster <ydrml@hotmail.com>
2023-03-15 17:23:32 +08:00
YdrMaster
40fb8390b1
feat: 导入时保存权重
...
Signed-off-by: YdrMaster <ydrml@hotmail.com>
2023-03-15 17:23:32 +08:00
YdrMaster
a5e692baea
feat: 导出 batchnorm 到 onnx
...
Signed-off-by: YdrMaster <ydrml@hotmail.com>
2023-03-15 17:23:32 +08:00
YdrMaster
71ca4459d9
fmt
...
Signed-off-by: YdrMaster <ydrml@hotmail.com>
2023-03-15 17:23:32 +08:00
YdrMaster
5b6698bac7
feat: 导出全图的输出张量到 onnx
...
Signed-off-by: YdrMaster <ydrml@hotmail.com>
2023-03-15 17:23:32 +08:00
YdrMaster
59bf59c10b
docs: update README.md
...
Signed-off-by: YdrMaster <ydrml@hotmail.com>
2023-03-15 17:23:32 +08:00
YdrMaster
fb3478bf3e
build: update Makefile
...
Signed-off-by: YdrMaster <ydrml@hotmail.com>
2023-03-15 17:23:32 +08:00
514666591e
add batch_norm
2023-03-15 17:23:32 +08:00
YdrMaster
3d122aebfe
feat: 支持导出浮点向量
...
Signed-off-by: YdrMaster <ydrml@hotmail.com>
2023-03-15 17:23:32 +08:00
YdrMaster
cf9bdb0562
feat: 支持打印结果
...
Signed-off-by: YdrMaster <ydrml@hotmail.com>
2023-03-15 17:23:32 +08:00
YdrMaster
f44a4daf70
feat: 导出未初始化的张量
...
Signed-off-by: YdrMaster <ydrml@hotmail.com>
2023-03-15 17:23:32 +08:00
YdrMaster
6dce129cb3
fix: TensorObj::dataMalloc
...
Signed-off-by: YdrMaster <ydrml@hotmail.com>
2023-03-15 17:23:32 +08:00
YdrMaster
dc79b72655
fix: 重新导出 cuda_runtime()
...
Signed-off-by: YdrMaster <ydrml@hotmail.com>
2023-03-15 17:23:32 +08:00
YdrMaster
9ab78f13f7
feat: 导出 cuda_runtime
...
Signed-off-by: YdrMaster <ydrml@hotmail.com>
2023-03-15 17:23:32 +08:00
YdrMaster
60c5d6b5b8
fix: 先不在 cpu 上测试
...
Signed-off-by: YdrMaster <ydrml@hotmail.com>
2023-03-15 17:23:32 +08:00
YdrMaster
ed81861375
temp: 实现初始值导入，但 resnet 报错
...
Signed-off-by: YdrMaster <ydrml@hotmail.com>
2023-03-15 17:23:32 +08:00
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
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
bolun
YdrMaster