Commit Graph

71 Commits

Author SHA1 Message Date
Liyan Zheng 885a978016 Add: nnet::Serializer supports FuncNode 2023-04-17 20:15:40 +08:00
Liyan Zheng da3f5605e5 Add: exclude compile-time computable operator time 2023-04-17 13:24:14 +08:00
Liyan Zheng b2c53458d9 Add: fuse membound operators 2023-04-17 11:38:48 +08:00
Liyan Zheng b72662bb9b Add: infogan python interface 2023-04-14 16:36:55 +08:00
Liyan Zheng f0785225d7 Chore: format and comments 2023-04-12 11:48:11 +08:00
Liyan Zheng f939ebf8bb Add: comments for Matmul 2023-04-12 11:24:31 +08:00
Liyan Zheng 31b03ef91a Add: detailed output of Matmul 2023-04-12 11:24:31 +08:00
Liyan Zheng 83d5842f56 Fix: specify runtime 2023-04-12 11:24:31 +08:00
Liyan Zheng 005c113948 Add: support TVM packed function 2023-04-12 11:24:31 +08:00
Liyan Zheng f29f54687c Add: PRelu Expr and AsTVMVisitor 2023-04-12 11:24:31 +08:00
huangshuhong 67e9fb9632 Fix: test_memboundOp 2023-04-12 11:24:29 +08:00
huangshuhong af80830d56 Fix: membound_tvm 2023-04-12 11:24:25 +08:00
Liyan Zheng e8b4e3f03f Add: expr simplication for TVM 2023-04-12 11:24:13 +08:00
Liyan Zheng 6441abb88f Fix: GraphObj ctor should use cloneTensor 2023-04-12 11:24:13 +08:00
huangshuhong 220b76f355 Add: matmul broadcast 2023-04-12 11:24:09 +08:00
Liyan Zheng aac4bd4650 Fix: [Intermediate] NMutator::expressionToGraph
To be fix: matmul with implicit broadcast
2023-04-12 11:24:09 +08:00
Liyan Zheng bd12b67ea3 Add: mutator InfoGAN minimum test 2023-04-11 20:44:08 +08:00
Hardy 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
Hardy 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
wendy12022 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
whjthu d9886e9de3 fix: remove inline keyword in class; rename getter and setter for inputOf and outputOf 2023-03-25 12:04:24 +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 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
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
Haojie Wang 0f52d04882
Merge branch 'master' into dev-onnx 2023-03-15 14:52:03 +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 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 296fcc5aa0 feat: 创建 pyinfinitensor 前端
- python 前端项目结构及打包和安装脚本
- 后端编译出 so 改名为 backend,增加 GraphHandler 修改图结构
- ci 支持测试这些功能

Signed-off-by: YdrMaster <ydrml@hotmail.com>
2023-02-13 09:19:05 +08:00
zhengly123 c7ec9ee6e7
Add search engine (#64)
* Add: tensor fuid

* [Intermediate state] Add: Graph ctor for OpVec

* Add: clone for operators

* tmp: search_engine

* search: init search Engine.

* Add: dummy mutator for the test of search engine

* search: add print graph.

* search: add partition.

* search: update comments.

* Fix: remain FUID in Tensor::clone

* Chore: rename GUidBaseType to UidBaseType

* Fix: connect NMutator to SearchEngine

* Chore: output

* Fix test_memboundOp: nmutator uses input runtime

* Chore: clang-format

* Chore: clang-format

* Fix: comments in the review

---------

Co-authored-by: Liyan Zheng <liyan-zheng@outlook.com>
Co-authored-by: mazx <dyxdy@live.com>
2023-02-12 18:27:52 +08:00
wendy12022 d780f687fc
ADD: reconfig ResizeObj, support "tf_crop_and_resize " and cubic coeff kernel. (#59)
add cubic coef

add tf_crop_and_resize
2022-12-24 04:02:21 +08:00
wendy12022 c5966f8d81
Add: resize operator and cuda kernel,support nearest/linear coef. (#51)
ADD: resize operator and cuda kernel,support nearest/linear coef.

fix some

fix tests

add more tests for linear mode.

add linear coef mode.

add scales

add tests

fix tests.

add notLarger notSmaller

fix

add test

ADD:resize operator and cuda kernel
2022-11-14 09:30:22 +08:00
Zixuan Ma 00b2f18c17
Fix: unsigned compare in test (#50)
fix: unsigned compare in test.

Test project /home/mazx/git/InfiniTensor/build
      Start  1: test_graph
 1/18 Test  #1: test_graph .......................   Passed    0.03 sec
      Start  2: test_hash
 2/18 Test  #2: test_hash ........................   Passed    0.01 sec
      Start  3: test_tensor_save
 3/18 Test  #3: test_tensor_save .................   Passed    0.02 sec
      Start  4: test_verify
 4/18 Test  #4: test_verify ......................   Passed    0.01 sec
      Start  5: test_batch_norm
 5/18 Test  #5: test_batch_norm ..................   Passed    0.01 sec
      Start  6: test_concat
 6/18 Test  #6: test_concat ......................   Passed    0.01 sec
      Start  7: test_conv
 7/18 Test  #7: test_conv ........................   Passed    0.24 sec
      Start  8: test_conv_transposed_2d
 8/18 Test  #8: test_conv_transposed_2d ..........   Passed    0.01 sec
      Start  9: test_element_wise
 9/18 Test  #9: test_element_wise ................   Passed    0.01 sec
      Start 10: test_extend
10/18 Test #10: test_extend ......................   Passed    0.01 sec
      Start 11: test_gather
11/18 Test #11: test_gather ......................   Passed    0.01 sec
      Start 12: test_matmul
12/18 Test #12: test_matmul ......................   Passed    0.01 sec
      Start 13: test_pad
13/18 Test #13: test_pad .........................   Passed    0.01 sec
      Start 14: test_pooling
14/18 Test #14: test_pooling .....................   Passed    0.01 sec
      Start 15: test_reduce_mean
15/18 Test #15: test_reduce_mean .................   Passed    0.01 sec
      Start 16: test_reshape
16/18 Test #16: test_reshape .....................   Passed    0.01 sec
      Start 17: test_slice
17/18 Test #17: test_slice .......................   Passed    0.01 sec
      Start 18: test_split
18/18 Test #18: test_split .......................   Passed    0.02 sec

100% tests passed, 0 tests failed out of 18
2022-10-19 15:03:03 +08:00
zhengly123 4e0040c8a0
Add: connection among tensors and operators (#45)
* Add: refs_to_wrefs and wrefs_to_refs

* Add: op and tensor connection

* Add: inception-v3 block test

* Refactor: addOperatorAndConnect

Co-authored-by: Liyan Zheng <liyan-zheng@outlook.com>
2022-10-18 22:02:51 +08:00
wendy12022 d1c913010f
ADD:reduce_mean operator and cuda kernel. (#47)
add new line at file ending.
2022-10-15 16:53:58 +08:00
wendy12022 a4d6426589
ADD: batch norm operator and cuda kernel. (#44)
fix numInputs of batchNorm, add new line in file ending.

ADD: batch norm operator and cuda kernel.

add training

remove comments.

fix compile error.

add batch norm operator and cuda kernel.
2022-10-15 16:29:28 +08:00
Hardy b0c2a08252
Support bang c kernel wanghailu 0927 (#43)
* fix a little bug which found by new verison CMake

* add code for support BangC language kernel , just like Cuda kernel, not
library

* add bangc kernel

* support BangC kernel

* add code for support BangC kernel

* support bangc kernel

* fix some code from reviewer

* fix code of template fumction

* add code for support bangc kernel

* fix bangc format

Co-authored-by: wanghailu <wanghailu@qiyuanlab.com>
Co-authored-by: Haojie Wang <haojie0429@gmail.com>
2022-09-30 11:01:52 +08:00
wendy12022 26cee55e81
ADD:extend operator and cuda kernel. (#40)
Co-authored-by: Haojie Wang <haojie0429@gmail.com>
2022-09-29 14:52:50 +08:00
wendy12022 fe14c91f54
ADD: Gather operator and cuda kernel. (#41)
fix a memory leak.

add tests.

ADD gather cuda kernel.

ADD gather operator

Co-authored-by: Haojie Wang <haojie0429@gmail.com>
2022-09-29 14:44:20 +08:00
wendy12022 3c6e208f42
ADD:concat/split operator and cuda kernels (#29)
* ADD:concat/split operator and cuda kernels

refector

minor change comment

ADD:concat/split operator and cuda kernels

merge split_kernel and concat_kernel to split_concat_kernel.

Revert "fix"

This reverts commit 459926be09a838658ec55f1e0a72b3cf17037d5c.

fix

ADD:concat/split operator and cuda kernels

change whole tensor name to composed tensor

fix some

remove unused header.

rebase

add CudaKernel

add test for split.

ADD split operator and cuda kernel.

modify test.

ADD:concat operator and cuda kernel.

ADD:concat/split operator and cuda kernels

fix some

remove unused header.

rebase

add CudaKernel

ADD:concat/split operator and cuda kernels

add test for split.

ADD split operator and cuda kernel.

modify test.

ADD:concat operator and cuda kernel.

* remove extra comment; typo fix.

Co-authored-by: Haojie Wang <haojie0429@gmail.com>
2022-09-29 11:01:30 +08:00
wendy12022 5560d0f2fb
ADD:pad/slice operator and cuda kernel. (#39)
fix compile error

refector

clang format

split test.

fix compile error.

ADD slice cuda kernel.

ADD slice operator.

ADD:pad operator and cuda kernel.
2022-09-29 10:29:24 +08:00
zhengly123 1aefc1b27e
Add python interface for CUDA operator evaluation (#42)
* Refactor: seperate data generator

* Add: python bindings for opTimer

* Fix: test_perfengine

Co-authored-by: Liyan Zheng <liyan-zheng@outlook.com>
2022-09-27 10:41:12 +08:00
deathwings602 11d5aa1ccc
Add TVM codegen for MemboundOp (#35)
* Add:  interface for membound TVM kernel and test

* add getAnsorCode

* add evaluation, but link failed

* add evaluation of kernel, but link failed

* Fix: link libcuda and nvrtc

* add print

* Add: const for source of copy

* compile and evaluate the kernel

* add compute

* fix gen_ansor_op.py

* fix membound_TVM

* format and fix CMakeLists.txt

* fix memory leak

Co-authored-by: Liyan Zheng <liyan-zheng@outlook.com>
Co-authored-by: huangshuhong <huangsh19@mails.tsinghua.edu.cn>
2022-09-22 18:06:45 +08:00
Hardy c7c974f07a
Add bangc runtime and element-wise kernels
* add code for cambricon mlu, bang, cnnl

* add code for support cambricon mlu,cnnl,cnrt

* add code for support mlu

* add code for support cambricon cnnl

* add code for support mlu

* add code for mlu

* add code for mlu
`

* Update CMakeLists.txt

Co-authored-by: wanghailu <wanghailu@qiyuanlab.com>
Co-authored-by: zhengly123 <zhengly123@outlook.com>
2022-09-22 16:57:39 +08:00
Anmuliar 90eb9d05a8
Json perfrecord (#32)
Added perfengine serialization&deserialization and corresponding test case.

* Add: perfrecord json representation.

* Add: perfrecord virtual func. to_json&from_json.

* Add: perfengine serilization and deserilization.

* Modify: tune func type to supp derived struct serilization.

* Fix: structure after rebase

* Chore: Remove empty line in conv.h

Co-authored-by: wcz112 <wcz19@mails.tsinghua.edu.cn>
Co-authored-by: Liyan Zheng <liyan-zheng@outlook.com>
Co-authored-by: zhengly123 <zhengly123@outlook.com>
2022-09-22 15:34:34 +08:00
wendy12022 9032cbb973
Add: reshape/flatten/identity OP and cuda kernel (#34)
* ADD:reshape/flatten/identity operators and cuda kernel.

fix: use cudaMemcpyAsync

clang format.

ADD flatten/identity operator.

add test for reshape.

ADD: reshape operator and cuda kernel.

* Fix: seperate CUDA tests & remove old header

Co-authored-by: Liyan Zheng <liyan-zheng@outlook.com>
2022-09-21 14:04:30 +08:00
zhengly123 2f8f706f1c
Fix CMake USE_CUDA (#36)
* Fix: build lib without cuda

* Chore: rename GBMM and G2BMM files

* Fix: seperate CUDA tests from operator tests

* Fix: CMake CMP0104

* Chore: fix typo

* Chore: remove unused headers

Co-authored-by: Liyan Zheng <liyan-zheng@outlook.com>
2022-09-21 12:28:00 +08:00
zhengly123 8f67a5cc76
Add: ConvTransposed (#33)
* Add: convTransposed2d operator

* Fix: IT_ASSERT namespace

* Add: nullptr check in as for Ref

* Fix: conv transpose operator and kernel

* Fix: makes PerfEngine singleton

* Add: ConvTransposed test

* Fix: rebase to master (PerfRecord shared_ptr)

* Revert: Ref with nullptr check

Co-authored-by: Liyan Zheng <liyan-zheng@outlook.com>
2022-09-19 15:05:39 +08:00
Hardy 6ac106cba4
Add activation operators and kernels
* add code for activation operation

* add code for activation operation on GPU

* add test code for activation operation

* add code for activation operation

* add code for activation on gpu ,use cudnn

* add code for activation on GPU use cudnn

* Chore: add constants.h and remove comments

Co-authored-by: wanghailu <wanghailu@qiyuanlab.com>
Co-authored-by: Liyan Zheng <liyan-zheng@outlook.com>
2022-09-16 13:58:57 +08:00
zhengly123 172d03d6f2
Fix NNet tests after migration (#27)
* Fix: interpreter

```
          4 - readlog (Failed)
          8 - test_TConv2gemm (Failed)
         11 - test_conv2conv (Failed)
         12 - test_conv2gemm (Failed)
         15 - test_g2bmm (Failed)
         16 - test_guidedDLT (Subprocess aborted)
         22 - test_mergeStage (Subprocess aborted)
```

* Exclude readlog from ctest

* Fix: change the path of logs

```
85% tests passed, 4 tests failed out of 27

Total Test time (real) = 100.69 sec

The following tests FAILED:
         10 - test_conv2conv (Timeout)
         11 - test_conv2gemm (Timeout)
         15 - test_guidedDLT (Subprocess aborted)
         21 - test_mergeStage (Subprocess aborted)
Errors while running CTest
```

- test_conv2conv 38529 ms total
- test_conv2gemm 37098 ms total

* Fix: test_mergeStage

* Fix: test_guidedDLT

```
      Start  1: test_graph
 1/27 Test  #1: test_graph .......................   Passed    0.05 sec
      Start  2: test_hash
 2/27 Test  #2: test_hash ........................   Passed    0.02 sec
      Start  3: test_conv
 3/27 Test  #3: test_conv ........................   Passed    4.98 sec
      Start  4: test_Interpreter
 4/27 Test  #4: test_Interpreter .................   Passed    6.30 sec
      Start  5: test_OpSearch
 5/27 Test  #5: test_OpSearch ....................   Passed    0.02 sec
      Start  6: test_Rule2VariableMerging
 6/27 Test  #6: test_Rule2VariableMerging ........   Passed    0.03 sec
      Start  7: test_TConv2gemm
 7/27 Test  #7: test_TConv2gemm ..................   Passed   29.45 sec
      Start  8: test_as_tvm
 8/27 Test  #8: test_as_tvm ......................   Passed    0.02 sec
      Start  9: test_compareFormulas
 9/27 Test  #9: test_compareFormulas .............   Passed    0.02 sec
      Start 10: test_conv2conv
10/27 Test #10: test_conv2conv ...................   Passed   36.55 sec
      Start 11: test_conv2gemm
11/27 Test #11: test_conv2gemm ...................   Passed   39.70 sec
      Start 12: test_dlt
12/27 Test #12: test_dlt .........................   Passed    0.03 sec
      Start 13: test_exprHash
13/27 Test #13: test_exprHash ....................   Passed    0.02 sec
      Start 14: test_g2bmm
14/27 Test #14: test_g2bmm .......................   Passed    0.16 sec
      Start 15: test_guidedDLT
15/27 Test #15: test_guidedDLT ...................   Passed    0.07 sec
      Start 16: test_matchConv
16/27 Test #16: test_matchConv ...................   Passed    0.02 sec
      Start 17: test_matchElementWise
17/27 Test #17: test_matchElementWise ............   Passed    0.03 sec
      Start 18: test_matchMatmul
18/27 Test #18: test_matchMatmul .................   Passed    0.02 sec
      Start 19: test_matchReshape
19/27 Test #19: test_matchReshape ................   Passed    0.02 sec
      Start 20: test_memboundOp
20/27 Test #20: test_memboundOp ..................   Passed    0.02 sec
      Start 21: test_mergeStage
21/27 Test #21: test_mergeStage ..................   Passed    0.02 sec
      Start 22: test_oobChecker
22/27 Test #22: test_oobChecker ..................   Passed    0.02 sec
      Start 23: test_rangeMagnify
23/27 Test #23: test_rangeMagnify ................   Passed    0.02 sec
      Start 24: test_relaxation
24/27 Test #24: test_relaxation ..................   Passed    0.02 sec
      Start 25: test_serializer
25/27 Test #25: test_serializer ..................   Passed    0.03 sec
      Start 26: test_simplify
26/27 Test #26: test_simplify ....................   Passed    0.02 sec
      Start 27: test_subset
27/27 Test #27: test_subset ......................   Passed    0.01 sec

100% tests passed, 0 tests failed out of 27

Total Test time (real) = 117.72 sec
```

* Fix: format

* Replace nnet:Ref with infini::Ref

```
      Start  1: test_graph
 1/27 Test   1: test_graph .......................   Passed    0.02 sec
      Start  2: test_hash
 2/27 Test   2: test_hash ........................   Passed    0.02 sec
      Start  3: test_conv
  3/27 Test   3: test_conv ........................   Passed    4.45 sec
      Start  4: test_Interpreter
 4/27 Test   4: test_Interpreter .................   Passed    4.37 sec
      Start  5: test_OpSearch
 5/27 Test   5: test_OpSearch ....................   Passed    0.02 sec
      Start  6: test_Rule2VariableMerging
 6/27 Test   6: test_Rule2VariableMerging ........   Passed    0.02 sec
      Start  7: test_TConv2gemm
 7/27 Test   7: test_TConv2gemm ..................   Passed   23.40 sec
      Start  8: test_as_tvm
 8/27 Test   8: test_as_tvm ......................   Passed    0.02 sec
      Start  9: test_compareFormulas
 9/27 Test   9: test_compareFormulas .............   Passed    0.01 sec
      Start 10: test_conv2conv
10/27 Test  10: test_conv2conv ...................   Passed   32.28 sec
      Start 11: test_conv2gemm
11/27 Test  11: test_conv2gemm ...................   Passed   29.41 sec
      Start 12: test_dlt
12/27 Test  12: test_dlt .........................   Passed    0.02 sec
      Start 13: test_exprHash
13/27 Test  13: test_exprHash ....................   Passed    0.01 sec
      Start 14: test_g2bmm
14/27 Test  14: test_g2bmm .......................   Passed    0.14 sec
      Start 15: test_guidedDLT
15/27 Test  15: test_guidedDLT ...................   Passed    0.06 sec
      Start 16: test_matchConv
16/27 Test  16: test_matchConv ...................   Passed    0.02 sec
      Start 17: test_matchElementWise
17/27 Test  17: test_matchElementWise ............   Passed    0.02 sec
      Start 18: test_matchMatmul
18/27 Test  18: test_matchMatmul .................   Passed    0.02 sec
      Start 19: test_matchReshape
19/27 Test  19: test_matchReshape ................   Passed    0.01 sec
      Start 20: test_memboundOp
20/27 Test  20: test_memboundOp ..................   Passed    0.02 sec
      Start 21: test_mergeStage
21/27 Test  21: test_mergeStage ..................   Passed    0.01 sec
      Start 22: test_oobChecker
22/27 Test  22: test_oobChecker ..................   Passed    0.01 sec
      Start 23: test_rangeMagnify
23/27 Test  23: test_rangeMagnify ................   Passed    0.01 sec
      Start 24: test_relaxation
24/27 Test  24: test_relaxation ..................   Passed    0.01 sec
      Start 25: test_serializer
25/27 Test  25: test_serializer ..................   Passed    0.02 sec
      Start 26: test_simplify
26/27 Test  26: test_simplify ....................   Passed    0.01 sec
      Start 27: test_subset
27/27 Test  27: test_subset ......................   Passed    0.00 sec

100% tests passed, 0 tests failed out of 27

Total Test time (real) =  94.47 sec
```

* Relax time limit for CPU conv

```
      Start  1: test_graph
 1/29 Test   1: test_graph .......................   Passed    0.02 sec
      Start  2: test_hash
 2/29 Test   2: test_hash ........................   Passed    0.02 sec
      Start  3: test_conv
 3/29 Test   3: test_conv ........................   Passed    4.47 sec
      Start  4: test_matmul
 4/29 Test   4: test_matmul ......................   Passed    2.61 sec
      Start  5: test_pooling
 5/29 Test   5: test_pooling .....................   Passed    2.57 sec
      Start  6: test_Interpreter
 6/29 Test   6: test_Interpreter .................   Passed    4.35 sec
      Start  7: test_OpSearch
 7/29 Test   7: test_OpSearch ....................   Passed    0.02 sec
      Start  8: test_Rule2VariableMerging
 8/29 Test   8: test_Rule2VariableMerging ........   Passed    0.02 sec
      Start  9: test_TConv2gemm
 9/29 Test   9: test_TConv2gemm ..................   Passed   23.32 sec
      Start 10: test_as_tvm
10/29 Test  10: test_as_tvm ......................   Passed    0.02 sec
      Start 11: test_compareFormulas
11/29 Test  11: test_compareFormulas .............   Passed    0.02 sec
      Start 12: test_conv2conv
12/29 Test  12: test_conv2conv ...................   Passed   32.12 sec
      Start 13: test_conv2gemm
13/29 Test  13: test_conv2gemm ...................   Passed   30.59 sec
      Start 14: test_dlt
14/29 Test  14: test_dlt .........................   Passed    0.02 sec
      Start 15: test_exprHash
15/29 Test  15: test_exprHash ....................   Passed    0.01 sec
      Start 16: test_g2bmm
16/29 Test  16: test_g2bmm .......................   Passed    0.14 sec
      Start 17: test_guidedDLT
17/29 Test  17: test_guidedDLT ...................   Passed    0.07 sec
      Start 18: test_matchConv
18/29 Test  18: test_matchConv ...................   Passed    0.02 sec
      Start 19: test_matchElementWise
19/29 Test  19: test_matchElementWise ............   Passed    0.02 sec
      Start 20: test_matchMatmul
20/29 Test  20: test_matchMatmul .................   Passed    0.02 sec
      Start 21: test_matchReshape
21/29 Test  21: test_matchReshape ................   Passed    0.02 sec
      Start 22: test_memboundOp
22/29 Test  22: test_memboundOp ..................   Passed    0.02 sec
      Start 23: test_mergeStage
23/29 Test  23: test_mergeStage ..................   Passed    0.01 sec
      Start 24: test_oobChecker
24/29 Test  24: test_oobChecker ..................   Passed    0.02 sec
      Start 25: test_rangeMagnify
25/29 Test  25: test_rangeMagnify ................   Passed    0.02 sec
      Start 26: test_relaxation
26/29 Test  26: test_relaxation ..................   Passed    0.02 sec
      Start 27: test_serializer
27/29 Test  27: test_serializer ..................   Passed    0.03 sec
      Start 28: test_simplify
28/29 Test  28: test_simplify ....................   Passed    0.02 sec
      Start 29: test_subset
29/29 Test  29: test_subset ......................   Passed    0.00 sec

100% tests passed, 0 tests failed out of 29

Total Test time (real) = 100.65 sec
```

* Remove out-of-date tests

Co-authored-by: Liyan Zheng <liyan-zheng@outlook.com>
2022-09-13 15:17:22 +08:00
Hardy 03de74f4bc
Tensor serialization (#25)
* use protobuf for tensor data save,write,read, in chinese 序列化和反序列化

* add protobuf

* add code for tensor load & save from/to file

* add code for tensor laod & save

* add code for tensor load & save

* add code for tensor save & load

* add code for tensor save & load

* add code for save & load

* add code for load & save

* add code for tensor load & save

* add code for tensor save & load

Co-authored-by: wanghailu <wanghailu@qiyuanlab.com>
2022-09-13 11:27:41 +08:00