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InfiniTensor
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251 Commits

Author SHA1 Message Date
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
zhengly123 1152adc94a
Add: python API for timing ConvTranspose (#46) 
* Add: python interfaced for timing operators

* Fix: CUDA Runtime run

Co-authored-by: Liyan Zheng <liyan-zheng@outlook.com>
 2022-10-07 16:03:11 +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
zhengly123 ba0b11a499
Update README.md 2022-09-22 17:38:15 +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
zhengly123 d39328afce
Fix: PerfRecord in shared pointers (#31) 
* Fix: PerfData in a shared pointer

* Add: abstraction for kernels without configuration

Co-authored-by: Liyan Zheng <liyan-zheng@outlook.com>
 2022-09-18 20:27:18 +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
zhengly123 fb067e46f9
Add contributor guide 2022-09-13 14:19:07 +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
wendy12022 13b7a2604b
ADD add/mul/sub/div/pow operators and CPU/CUDA kernels (#26) 
Fix some

remove useless code.

add div/pow kernel

Add add/mul/sub operators.

fix cpu kernel.

add element wise kenerl for cuda.

ADD element wise operator.
 2022-09-09 13:43:59 +08:00
Anmuliar 0409eafb5f
Operators g2bmm&gbmm transplantation (#24) 
* Function tune and corresponding testcase.

*Add: Tune function in /src/kernel/cuda/conv.cc and corresponding testcase in test_conv.

*Fix: A little bug of perfRecord using in /src/core/runtime.cc.

* Tune part debug

*Add: recover the code, fixed the commit error.

*Add: some anotations in tune function

* clang formmat test

* Fix: mem leak in CUDA Runtime and Conv

* Fix: sync in conv and default sync in timeit

* Change the way to tune operator conv.

Timeit function cudNNUnfused -> Timeit function cudnnConvolutionForward.

* Change: merge the common part of cudnnunfused&tune into cudnndescriptoraccess

* clang test

* clang-format

* clang-format bash.

* Added operator G2BMM and corresponding testcase.

*Added files related to operator G2BMM creating&calling.

*Added custom_ops.cuh&custom_op.h.

* Add operator GBMML

* new version

* Fix: G2BMM and GBMM kernel bugs

* Added testcase of operator GBMML

* clang format

* Added cmake option REQUIRE_GCC9

* Delete redundent file

* Renamed class GBMML into GBMM

* clang format

* Reviewed.

* Added cudahostcompier option.

* Add: explicit CMAKE_CUDA_HOST_COMPILER

* Rename gbmm kernel

* Fix: nvcc warning in GBMM and G2BMM

Co-authored-by: wcz112 <wcz19@mails.tsinghua.edu.cn>
Co-authored-by: Liyan Zheng <liyan-zheng@outlook.com>
 2022-09-08 21:31:35 +08:00
Hardy e1d43202d7
Verify wanghailu 0902 (#22) 
* commit for verify, add some difference function

* add code for verify

* add code for verify

Co-authored-by: wanghailu <wanghailu@qiyuanlab.com>
 2022-09-05 15:45:52 +08:00
wendy12022 c3bc278c12
Op matmul (#20) 
ADD:add cuda kernel for matmul.

matmul tune

Add test_matmul.cc
 2022-09-01 21:06:55 +08:00
Hardy 32a01efbbe
add code for backtrace (#21) 
* add code for backtrace

* Add: infini::Exception

```
Test project /home/zly/InfiniTensor_aux/build
    Start 1: test_graph
1/4 Test #1: test_graph .......................   Passed    0.05 sec
    Start 2: test_hash
2/4 Test #2: test_hash ........................   Passed    0.02 sec
    Start 3: test_conv
3/4 Test #3: test_conv ........................   Passed    4.40 sec
    Start 4: test_pooling
4/4 Test #4: test_pooling .....................   Passed    2.47 sec

100% tests passed, 0 tests failed out of 4

Total Test time (real) =   6.94 sec
```

* Fix: USE_BACKTRACE in cmake

Co-authored-by: wanghailu <wanghailu@qiyuanlab.com>
Co-authored-by: Liyan Zheng <liyan-zheng@outlook.com>
 2022-09-01 20:30:12 +08:00
wendy12022 48293576c0
Add maxpool and avgpool operators (#17) 
* ADD:maxpool&&avgpool operators.

add OperatorObj::getDType()

clang format

FIX:timeit API has changed.

* Fix: Tensor::getInputs is const method

* Chore

Co-authored-by: Liyan Zheng <liyan-zheng@outlook.com>
 2022-08-31 14:44:53 +08:00
Anmuliar bd63f738dc
cuDNN conv tuning (#16) 
* Function tune and corresponding testcase.

*Add: Tune function in /src/kernel/cuda/conv.cc and corresponding testcase in test_conv.

*Fix: A little bug of perfRecord using in /src/core/runtime.cc.

* Tune part debug

*Add: recover the code, fixed the commit error.

*Add: some anotations in tune function

* clang formmat test

* Fix: mem leak in CUDA Runtime and Conv

* Fix: sync in conv and default sync in timeit

* Change the way to tune operator conv.

Timeit function cudNNUnfused -> Timeit function cudnnConvolutionForward.

* Change: merge the common part of cudnnunfused&tune into cudnndescriptoraccess

* clang test

* clang-format

* clang-format bash.

* Chore: remove print and blank lines

Co-authored-by: wcz112 <wcz19@mails.tsinghua.edu.cn>
Co-authored-by: Liyan Zheng <liyan-zheng@outlook.com>
 2022-08-29 21:37:07 +08:00
Anmuliar e076991f2f
Revert "Operator serialization (#14)" (#15) 
This reverts commit 25f0c441d2.
 2022-08-29 16:02:48 +08:00
Anmuliar 25f0c441d2
Operator serialization (#14) 
Class "Cuda Runtime" fulfills function "tune" and adds corresponding testcase.

*Add: convCudnn::tune, convCudnn::cuDNNdescriptorAccess.

*Add: testcase tune.

*Fix: a brief bug in CPU Runtime.
 2022-08-29 15:59:03 +08:00
zhengly123 93f86d3f4d
Simplify tensor transfer between CPU and CUDA (#10) 
* Add: OP infers data type  & Graph clones tensor

* Fix: vecToString format

* Add: static assert for Tensor methods

* Rename: getDataRawPtr -> getRawDataPtr

Co-authored-by: Liyan Zheng <liyan-zheng@outlook.com>
 2022-08-25 11:29:16 +08:00
zhengly123 af08df32d2
Extended DataType class and Runtime interaction (#9) 
* Add: DataType class

* Add: data-type-oblivious tensor interface

* Rename: copyBlobToCPU

Co-authored-by: Liyan Zheng <liyan-zheng@outlook.com>
 2022-08-23 16:55:59 +08:00
zhengly123 bd5934279b
Fix: rename kerels -> kernels (#8) 
Co-authored-by: Liyan Zheng <liyan-zheng@outlook.com>
 2022-08-22 16:42:55 +08:00
zhengly123 04ea5eed38
Add CUDA runtime (#6) 
* Fix: add warm-up and repetition in timing

* Add: CUDA runtime and float support

* Refactor: Cuda and Cpu runtimes inherit Runtime

* Add: environment script for Lotus

* Add: Lotus build instructions

* Update README.md

Co-authored-by: Liyan Zheng <liyan-zheng@outlook.com>
 2022-08-22 15:01:03 +08:00
zhengly123 9303ddda8e
Add Conv operator and naive CPU implemenation (#5) 
* Add: Conv definition

* Add: tensor copy data from vector

* Add: CPU conv kernel

* Fix: replace Int32 with UInt32 in DataType

Co-authored-by: Liyan Zheng <liyan-zheng@outlook.com>
 2022-08-17 14:16:01 +08:00
zhengly123 a26890abce
Tensor hash and inferShape (#4) 
* Refactor: operator hash and inferShape

* Add: hash without shape

* Add: inferShape interface for given input tensors

* Add: construct outputs in op ctor

* Add: comments for matmul

* Add: opType in AttrVector and WorkloadVector

* Chore: _graph -> graph in Op ctor

* Chore: change the "Node" suffix to "Obj"

Co-authored-by: Liyan Zheng <liyan-zheng@outlook.com>
 2022-08-15 15:08:56 +08:00
Haojie Wang eda41b06a7
Merge pull request #1 from InfiniTensor/init 
Initialization
 2022-08-09 20:21:20 +08:00
Liyan Zheng a4fb9fa413 Chore: format dbg 2022-08-09 20:16:39 +08:00
Liyan Zheng 8219b0f7ff Add: comments for Kernel 2022-08-09 20:05:01 +08:00
Liyan Zheng ce5d49c79b Add: clang format script 2022-08-09 19:50:23 +08:00
Liyan Zheng cc78a756e1 Add: clang format check github action 2022-08-09 17:58:12 +08:00
Liyan Zheng 2054b0eda4 Chore: rename getOpAttrs to getOpPerfKey 2022-08-09 15:34:28 +08:00
Liyan Zheng 8b685ae4a6 Update: OpAttrs -> OpPerfKey 2022-08-09 14:58:45 +08:00
Liyan Zheng b7e2096a26 Add: nnet code 2022-08-08 16:02:07 +08:00
Liyan Zheng 1205240218 Add: mutator abstract class 2022-08-08 15:54:17 +08:00
Liyan Zheng efa966a3e2 Add: perf engine 2022-08-07 21:12:17 +08:00
Liyan Zheng 6c356d5b42 Add: kernel registry and naive Matmul kernel 2022-08-06 15:58:40 +08:00
Liyan Zheng 559be5866d Add: Matmul operator 2022-08-05 12:50:34 +08:00
Liyan Zheng e6101b0336 Add: graph, tensor, and operator 2022-07-31 21:44:03 +08:00