b15504f6a5
!9327 Cast half to int by rounding down
...
From: @jonwe
Reviewed-by: @robingrosman,@tom__chen
Signed-off-by: @robingrosman
4 years ago
6945c4dd5f
!9338 [MS][DynamicShape] Bug in InferImpl for UnsortedSegmentOps (incorrect identification of dynamic mode)
...
From: @danishnxt
Reviewed-by: @robingrosman,@tom__chen
Signed-off-by: @robingrosman
4 years ago
bf5ceaae57
updated to test files + DynamicOpCheckFix
...
lintfix
Adding Dynamic_shape_depends
4 years ago
27a602f067
update input for ScatterUpdate/Add, fix doc text and fix dynamic shape
4 years ago
c454101d7c
unique op int64 support
4 years ago
ee8a060f55
Fix unique dynamic shape
4 years ago
eb7cbd49ac
!8595 Add Cholesky op at GPU back-end
...
From: @peixu_ren
Reviewed-by: @zichun_ye,@wilfchen
Signed-off-by:
4 years ago
e2e6bf59b2
Cast half to int by rounding down
4 years ago
01df2341ff
!9245 Fixes some typos and formatting errors in docstring.
...
From: @peilin-wang
Reviewed-by: @robingrosman,@robingrosman,@tom__chen
Signed-off-by: @tom__chen
4 years ago
af6ded28e3
Add Cholesky op at GPU back-end
4 years ago
e4444a1c12
initial commit
...
fix testcases
fix ci
4 years ago
ccf637f64a
!9241 SequenceMask gpu kernel
...
From: @peilin-wang
Reviewed-by: @tom__chen
Signed-off-by:
4 years ago
f7dc2432a0
initial commit
...
fix ci
fix ci
remove old sequence mask api
fix ci
fix ci
remove old seuqence mask tests
4 years ago
5835095e07
!9134 Equal op dynamic shape
...
From: @jonwe
Reviewed-by: @robingrosman,@tom__chen
Signed-off-by: @tom__chen
4 years ago
450f1ee886
First Commit - UnsortedSegMin Kernel + DynamicSupport
...
lint fix + SegMAX st fix
removing unreq whitspace
lint fix
lint fix2
4 years ago
3e2eb70fc0
!8669 Split op extending PrimitiveWithCheck
...
From: @tom__chen
Reviewed-by:
Signed-off-by:
4 years ago
442217314d
!8861 [MS][GPU][DynamicShapeUpdate] Converting UnsortedSegmentMax from normal to dynamic shape op
...
From: @danishnxt
Reviewed-by:
Signed-off-by:
4 years ago
28772d4fb7
!9132 Fix bug for SparseGatherV2 GPU and add dynamic shape testcase
...
From: @TFbunny
Reviewed-by:
Signed-off-by:
4 years ago
9b0ec824c4
!9096 DynamicShapeOp int64 support and bug fix
...
From: @peilin-wang
Reviewed-by: @robingrosman,@tom__chen
Signed-off-by: @robingrosman
4 years ago
2e31899101
!9095 [MS][DynamicShape][API] Fixes for UnsortedSegementSum DynamicShape support API + InferImpl func
...
From: @danishnxt
Reviewed-by:
Signed-off-by:
4 years ago
b76c7cc7bf
!9025 ReLU gpu op supports int32 and int64
...
From: @jonwe
Reviewed-by: @tom__chen,@robingrosman
Signed-off-by: @tom__chen
4 years ago
4fa6238dde
change Split op to extend PrimitiveWithCheck
4 years ago
6ae8573803
Equal op dynamic shape
4 years ago
419f8bf72a
fix dynamic shape and add testcase for SparseGatherV2 GPU
4 years ago
f28b73f231
!9040 ExpandDims dynamic shape
...
From: @jonwe
Reviewed-by: @tom__chen,@robingrosman
Signed-off-by: @robingrosman
4 years ago
28e6c7f29e
!9034 [MS][DynamicShape] - Converting P.Square to DynamicShape op
...
From: @danishnxt
Reviewed-by: @robingrosman
Signed-off-by:
4 years ago
b0496aaa10
!8673 Add min/max_shape to ScatterAdd/Update and Transpose and add new dynamic shape testcases
...
From: @TFbunny
Reviewed-by: @robingrosman
Signed-off-by:
4 years ago
9f70ebac64
Cast/ReLU dynamic shapelsgpu op supports int32 and int64
4 years ago
36ea519009
ExpandDims dynamic shape
4 years ago
40222f59a7
!9043 Add support to op L2Loss on gpu
...
From: @yuan_shen_zhou
Reviewed-by: @liangchenghui,@liangchenghui
Signed-off-by: @liangchenghui,@liangchenghui
4 years ago
cfc3542261
First Commit SegMax changes + typo in SegSum InferImpl
...
UnsortedSegmentMax update + new STs
switch to lambda function
SegmentSum - InferImpl min/max shape pushback fix
lint fix
revert segSum due to sep pr + addressing comments:
4 years ago
1dd302ae93
int64 support and typo fix
...
fixed typo
fix pylint
4 years ago
f6e87143c6
add support to op L2Loss on gpu
4 years ago
6f64fffdb4
Adding API fix for handling dynamic_shape correctly plus STs for SegSum dyn_shape
...
Updating InferImpl function
adding check to inferImpl function
lint
lint2
4 years ago
5e19a642f9
fix and add testcase for dynamic shape scatteradd/update transpose
4 years ago
e6ebb310eb
!8928 [MS][GPU][CUDA] - New GPU kernel -> LinSpace
...
From: @danishnxt
Reviewed-by:
Signed-off-by:
4 years ago
64a6769d3f
Update Square Op to support Dynamic Shape
4 years ago
c3b057bd69
!8825 [MS][GPU] GatherV2_Dynamic_BugFix
...
From: @danishnxt
Reviewed-by:
Signed-off-by:
4 years ago
a17f76dd1d
Initial Commit - GPU LinSpace
...
comment fix
docString fix
added asserts in test file atop np checks
lint
lint-2
lint3
4 years ago
241c8f3d96
GatherUpdate
...
test file finishing pending
Update to GatherV2_Bug_Fix
lint fix
lint fix - 2
lint fix
Update to GatherV2 - fixed default inferImpl func + CudeStreamSync
lint fix
SyncDevice
added dynamic shape init_size input
lint
4 years ago
9a6ced3cc7
DinNoNan gpu kernel supports int8/uint8
4 years ago
0793198891
!8917 Add grad definition for sigmoidGrad.
...
From: @david-he91
Reviewed-by: @liangchenghui,@linqingke
Signed-off-by: @liangchenghui
4 years ago
6a04c21456
!8875 Fix some bug about GatherD and GatherDGrad op on gpu
...
From: @yuan_shen_zhou
Reviewed-by:
Signed-off-by:
4 years ago
d915fd9b96
!8592 change repeat_elements to a composite op
...
From: @tom__chen
Reviewed-by:
Signed-off-by:
4 years ago
0279323b99
add grad definition for sigmoidGrad operation
4 years ago
e1026961f7
fix some bug in gather and gathergrad op
4 years ago
82456e3f2b
!8749 batchnorm2d test case for use_batch_statistics is false
...
From: @jonwe
Reviewed-by: @robingrosman
Signed-off-by:
4 years ago
044c7d183c
!8803 Validate SampledSoftmaxLoss Args
...
From: @jonwe
Reviewed-by: @tom__chen,@robingrosman
Signed-off-by: @robingrosman
4 years ago
036e28bb96
batchnorm2d use_batch_statistics false test case
4 years ago
a52cd685fc
change repeat_element op to a composite op
4 years ago
22cb2814e8
validate SampledSoftmaxLoss args
4 years ago
3d4d5ec77f
initial commit for gpu dynamic shape testing op
...
fix ci
fix ci
4 years ago
99fc0a4e64
!8526 Add 'in_channel' and 'out_channel' to cell_attr_register
...
From: @wanyiming
Reviewed-by: @kingxian
Signed-off-by: @kingxian
4 years ago
fb1a65c469
add int8 and uint8 support to scatteradd and fix doc example
4 years ago
3fdd75dd5e
!8450 add supports to op randomcategorical on gpu
...
From: @yuan_shen_zhou
Reviewed-by: @c_34,@liangchenghui
Signed-off-by: @c_34,@liangchenghui
4 years ago
71af3bf1ac
!8283 Minimum Op and Mul Op support dynamic shape
...
From: @jonwe
Reviewed-by:
Signed-off-by:
4 years ago
5a8238a09c
mul v1
4 years ago
237bcfd36b
add_channel_to_attr
4 years ago
7d6039d384
!7858 [MS][GPU] Add Unique Op
...
From: @tom__chen
Reviewed-by:
Signed-off-by:
4 years ago
a511e32cf8
!8386 [MS] Changing TensorDot from P Operations op to Composite op
...
From: @danishnxt
Reviewed-by: @tom__chen,@robingrosman
Signed-off-by: @robingrosman
4 years ago
048fc49aed
add support to op RandomCategorical
4 years ago
9263145990
gpu unique op kernel and st test
4 years ago
7f769568a6
Register SparseGatherV2 and add dynamic shape support
4 years ago
9dba65c424
TensorDot Conv: P -> C
4 years ago
35dd47711d
!7798 ROIAlign GPU kernel height/width plus1
...
From: @jonwe
Reviewed-by: @robingrosman,@robingrosman,@tom__chen
Signed-off-by: @tom__chen
4 years ago
7622b44c21
!8170 Support Nd*2d for nn.Dense
...
From: @wanyiming
Reviewed-by:
Signed-off-by:
4 years ago
265a6d61b6
reverse fix shape=0
4 years ago
c76e7107a5
!8220 Add supports to op unpack on gpu
...
From: @yuan_shen_zhou
Reviewed-by: @liangchenghui
Signed-off-by: @liangchenghui
4 years ago
370e7ab95f
!8204 add supports to op pack on gpu
...
From: @yuan_shen_zhou
Reviewed-by: @liangchenghui
Signed-off-by:
4 years ago
3c7a3b6693
modify_dense
4 years ago
5c4885821f
add supports to op unpack on gpu
4 years ago
00f1c0c7f3
add supports to op pack on gpu
4 years ago
4477fcfe19
fix shape bug.
4 years ago
575280bb61
roi end mode
4 years ago
4b4ca1a188
!8146 Improve performance for GPU-ScatterUpdate, add int32 support
...
Merge pull request !8146 from 34bunny/GPU-ScatterUpdateFix
4 years ago
04142b74f6
!8144 Rename GPU-UniformSampler to GPU-UniformCandidateSampler
...
Merge pull request !8144 from 34bunny/GPU-UniformCandidateSampler
4 years ago
4c2344ed35
!8141 Improve performance for GPU-ScatterAdd, add use_locking and add int32 support
...
Merge pull request !8141 from 34bunny/GPU-ScatterAdd
4 years ago
cd7329082e
refine GPU-Scatteradd
4 years ago
769bd24c63
!8002 Add expm1 op at GPU back-end
...
Merge pull request !8002 from peixu_ren/custom_gpu
4 years ago
356844da46
refine GPU-ScatterUpdate
4 years ago
ee4e2db77e
rename UniformSampler to UniformCandidateSampler
4 years ago
cfe226fc97
!7950 new add softplus and softplus grad gpu ops.
...
Merge pull request !7950 from linqingke/gpu_ops
4 years ago
ccbc6df79c
!8068 add supports to op gathergrad on gpu
...
Merge pull request !8068 from zhouyuanshen/gathergrad
4 years ago
21c96b3c31
add supports to op gathergrad on gpu
4 years ago
b64de9c1dc
!8000 Add supports to op Gather on gpu
...
Merge pull request !8000 from zhouyuanshen/gather
4 years ago
497f2f0cff
!8054 Add gpu support for ScatterUpdate
...
Merge pull request !8054 from 34bunny/GPU-ScatterUpdate
4 years ago
de20d3e488
!8006 [MS][GPU][CUDA][API] Adding new Ops - UnsortedSegmentMax GPU
...
Merge pull request !8006 from danishnxt/SegMax
4 years ago
cd9d0bf79a
add GPU-ScatterUpdate
4 years ago
93c11d1dcc
!8008 Add gpu support to ScatterAdd
...
Merge pull request !8008 from 34bunny/GPU-ScatterAdd
4 years ago
4f4eadda8f
!8003 Repeat Elements Grad GPU Kernel
...
Merge pull request !8003 from JonathanY/repeat_grad
4 years ago
b8abcf858a
Add expm1 op at GPU back-end
4 years ago
f0f67b8aa8
add gather op on gpu
4 years ago
dc2144ee0d
add GPU-ScatterAdd
4 years ago
34cc178bd0
New New UnsortedSegmentMax for GPU [API][CUDA_KERNEL]
...
PyLintFix
header fix
4 years ago
e896d38c34
repeat grad
4 years ago
542a52fbf8
!7873 [MS][GPU] Add GPU SparseApplyFtrl op
...
Merge pull request !7873 from tom_chen/sparse_ftrl
4 years ago
851ee9c3d5
!7875 Add support to GPU SparseApplyProximalAdagrad
...
Merge pull request !7875 from 34bunny/GPU-SparseApplyProximalAdagrad
4 years ago
6dc3618758
new add softplus and softplus grad gpu ops.
4 years ago
9c2704030f
!7872 Add log1p operator at GPU back-end and move erf and erf to the unary_op list
...
Merge pull request !7872 from peixu_ren/custom_pp_ops
4 years ago
5ef3d02ce3
!7696 Add calculation of triangle matrix determinant op at GPU back-end
...
Merge pull request !7696 from peixu_ren/custom_gpu
4 years ago
a638973378
add GPU SparseApplyProximalAdagrad
4 years ago
71b235c302
sparse apply ftrl gpu kernel
4 years ago
4ebc55b29e
!7841 Add supports to ACosGrad and AsinGrad on gpu
...
Merge pull request !7841 from zhouyuanshen/ACosGrad_and_AsinGrad
4 years ago
f3e8798b40
!7879 fix bug that asin/acos not support fp16 on gpu
...
Merge pull request !7879 from zhouyuanshen/asin_acos_fp16
4 years ago
ea4df3c3c2
!7826 new add l2normalize_grad gpu ops.
...
Merge pull request !7826 from linqingke/gpu_ops
4 years ago
1804c042ec
fix bug that asin/acos not support fp16 on gpu
4 years ago
8481fd59d8
Add supports to ACosGrad and AsinGrad
4 years ago
dfe5a951eb
Add log1p operator at GPU back-end and move erf and erf to the unary_op list
4 years ago
99f2927c21
Add calculation of triangle matrix determinant op at GPU back-end
4 years ago
3465c9c400
new add l2normalize_grad gpu ops.
4 years ago
5b28016b4d
!7735 fix gpu multinomial seed issue and GRAPH_MODE
...
Merge pull request !7735 from baihuawei/fixmultinomial
4 years ago
d479b91093
!7767 GPU update resnet50 readme and add cast type
...
Merge pull request !7767 from VectorSL/readme
4 years ago
deb17b36c1
!7786 Add SampledSoftmaxLoss GPU Kernel
...
Merge pull request !7786 from JonathanY/ops_oct
4 years ago
5ad25494ab
!7736 [MS][GPU][CUDA] - Reworked MirrorPad / MirrroPadGrad Op to add support for 3d/4d padding + Updated ST + added support for int32 in all GPu paddings
...
Merge pull request !7736 from danishnxt/MirrorPadRework
4 years ago
fc81f46053
sampled softmax loss
4 years ago
a3af89bd48
!7611 [MS][GPU] Adding new Ops - TensorDot and TensorDot Grad
...
Merge pull request !7611 from danishnxt/newMaster
4 years ago
5102482e3a
1readme update resnet 2cast add more type
4 years ago
b6b254f6e4
!7670 add l2normalize gpu kernel.
...
Merge pull request !7670 from linqingke/gpu_ops
4 years ago
0f69be06b1
Reworked mirrorPad
...
lintIssues
convert long -> int64
correcting int64 -> int64_t
lint
4 years ago
05dcec0583
fix multinomial
4 years ago
99480d26c6
add l2normalize gpu kernel.
4 years ago
06a9b4aa37
Commit1_TensorDot
...
linting errors fix
comments cleanup
typo fix in doc
added more tests, fixed some formatting
changed expected dx values for linter
pylint const data fix
4 years ago
0d5e119fa4
!7483 Add GPU-UniformSampler and nn.UniformCandidateSampler
...
Merge pull request !7483 from 34bunny/GPU-ucs
4 years ago
2c468a358a
!7537 new gpu op for cbg: repeat_elements
...
Merge pull request !7537 from Peilin/cbg-new-gpu-ops-repeat_elements
4 years ago
bd0b462691
new gpu op for cbg repeat_elements
...
fixed ci
fixed ci
addressed comments
4 years ago
e18a78feb9
add GPU UniformSampler
4 years ago
6cc37db833
!7482 roialign gpu operator output is zero
...
Merge pull request !7482 from JonathanY/roialign_zero
4 years ago
e24b50f559
!7548 Support elu and elugrad with dtype float and half on gpu
...
Merge pull request !7548 from zhouyuanshen/master
4 years ago
2ab0b3d67a
support ops elu and elugrad on gpu
4 years ago
fd8ebde400
!7545 GPU reshape add type
...
Merge pull request !7545 from VectorSL/int64
4 years ago
5c0c363c66
gpu reshepe add type
4 years ago
4583bc1c57
roialign zero output
4 years ago
f49bd92b88
support asin and acos with dtype float on gpu
4 years ago
e2b8810413
1D*ND
4 years ago
21c5607fca
!6971 cudnn inplace optimizer
...
Merge pull request !6971 from chenweifeng/tensoradd_inplace
4 years ago
b420b6cda7
cudnn inplace optimizer
4 years ago
fea928e976
remove CTCLossV2
4 years ago
13a3a6d117
test case seed
4 years ago
d60033c8db
!6381 Add dtype float16 that erf and erfc should support
...
Merge pull request !6381 from peixu_ren/custom_gpu
4 years ago
f9a865fd42
add GPU operator
4 years ago
8132e56417
Add dtype float16 that erf and erfc should support
4 years ago
3f0ac45954
!6206 new add gpu ops sqrt_grad and rsqrt_grad.
...
Merge pull request !6206 from linqingke/new_ops
4 years ago
dda3176fca
new add sqrt_grad and rsqrt_grad.
4 years ago
b79240fc3f
!6367 fix shape bug
...
Merge pull request !6367 from caozhou/fix_shape_bug
4 years ago
5010956773
fix weight_init bug
4 years ago
71ab9e300b
!6012 Support erf and erfc ant GPU backend
...
Merge pull request !6012 from peixu_ren/custom_gpu
4 years ago
af5ebcf1a9
!6232 fix gpu heterogeneous bug
...
Merge pull request !6232 from baihuawei/embedding
4 years ago
fdd2d8209f
Support erf and erfc ant GPU backend
4 years ago
09a3f2ff5e
fix GPU hete
4 years ago
eedbbb3649
!5958 Modify interface for function and remove duplicated def
...
Merge pull request !5958 from lilei/modify_bug
4 years ago
71adabd944
modify_bug
5 years ago
f020e19636
add int32 support to greater gpu kernel
...
fix ci
5 years ago
6fdb43d22d
!5895 gpu maximum minimum absgrad kernel fix
...
Merge pull request !5895 from chenweifeng/maximum-fix
5 years ago
98725bc865
!5790 [MS][GPU][CUDA] Dedicated new user facing Pad API kernel
...
Merge pull request !5790 from danishnxt/GPU_three
5 years ago
b717a686cf
!5690 ROIAlign kernel memory leak
...
Merge pull request !5690 from JonathanY/rcnn
5 years ago
3b54e55223
gpu maximum & minimum kernel with fp16 input
5 years ago
6ebe132cd3
broadcast refactor
5 years ago
273fc0071c
New User facing Pad Kernel + ST + Allows for channel padding
...
style fix
lint fixes
added check in NN layer for > 4 paddings, plus lint fix
fix python lint
lint fix
lint fix
updating to pytest asserts to improve testing
removed unnecc vars from test file fail checks
5 years ago
fc79997de5
!5502 Mod SoftmaxCrossEntropyWithlogits
...
Merge pull request !5502 from wanyiming/mod_SoftmaxCrossEntropyWithlogits
5 years ago
0ec70068ae
mod_SoftmaxCrossEntropyWithLogits
5 years ago
bbd19dbe43
roi align memory leak
5 years ago
749979e7c4
!5458 NMS GPU OP Performance improvement
...
Merge pull request !5458 from danishnxt/GPU_two
5 years ago
087212441a
!5192 Add unit tests for scatternd
...
Merge pull request !5192 from Peilin/scatternd-type-support
5 years ago
7d7fa760a0
reduce based nms final pass - speed improv
...
refactored faster nms
refactored faster nms + typo fix
added box flipping choice
set choice to true for testing - yz
switching back
new test file
5 years ago
2d5d44ab22
Add test cases for uniform ops on GPU
5 years ago
adbb75556d
!4778 Added type support for Reshape gpu kernel for faster RCNN
...
Merge pull request !4778 from Peilin/reshape-gpu-kernel-type-support
5 years ago
314c5ad055
!5172 remove name arg from gradoperation
...
Merge pull request !5172 from riemann_penn/remove_name_args_from_gradoperation
5 years ago
1a54785fe2
remove name arg from gradoperation
5 years ago
10f381d662
Modify the name of parameters in uniform
5 years ago
d92a357e4a
add scatternd ut
5 years ago
e2203bed01
!3957 Gpu StridedSlice dims exceeds
...
Merge pull request !3957 from chenweifeng/strided_slice_dims_exceeds
5 years ago
837aecf9af
gpu stridedslice
5 years ago
b7a4313755
added type support for reshape gpu kernel
...
fix ci
5 years ago
13d1738ff3
!4706 fix SmoothL1Loss gpu kernel
...
Merge pull request !4706 from Peilin/smoothL1Loss-fix
5 years ago
e939d61a2c
conv pooling pad support NHWC
5 years ago
0d5220d33c
modified documentation and gpu kernel for smoothL1Loss
...
fix pylint
changed doc and code for SmoothL1Loss to be same a dchip. fixed grad kernel
fix ci
5 years ago
772e14d00d
add categorical
5 years ago
97f08e74ec
nms_sorting fix
...
lint py fix 2
nms_py_file test value fix
lint fix
5 years ago
c7b50bcdd2
!4251 adding type support for gpu kernels for EfficientNet
...
Merge pull request !4251 from Peilin/efficientnet
5 years ago
a23dd7147a
!4246 add type support for gpu kernelsl for faster-rcnn
...
Merge pull request !4246 from Peilin/faster-rcnn-type-support
5 years ago
01962afd23
!4024 Support half data type in ROIAlign/ROIAlignGrad Kernel
...
Merge pull request !4024 from JonathanY/roihalf
5 years ago
c041f4a295
!4368 add fix to GPU-RandomChoiceWithMask
...
Merge pull request !4368 from 34bunny/GPU-RandomChoiceWithMask-fix
5 years ago
571094f473
added type support for transpose and maxgrad
...
fix pylint
addressed code review comment
5 years ago
3cb3a5c7d8
type support for faster rcnn gpu kernels
...
addressed code review comments
fix cpplint and pylint
trying to fix python ut
fix smoke test
5 years ago
17d01e838f
add fix to GPU-RandomChoiceWithMask (bitonicsort & testcase)
5 years ago
64b0feb7a2
!4315 support int8, int16, bool types for akg ops GPU
...
Merge pull request !4315 from JonathanY/akg_ops
5 years ago
216ef0e144
fix multinomial
5 years ago
1856fb6af1
!3800 add gpu multinomial backend
...
Merge pull request !3800 from baihuawei/multinomial-c
5 years ago
e0528615e3
int16 uint8 bool supported akg ops
5 years ago
6c4b4f91d2
!3978 Added unit tests for ResizeNearestNeighbor gpu kernel
...
Merge pull request !3978 from Peilin/master
5 years ago
40748a30c7
add multinomial backend
5 years ago
1dcc34e785
Add GPU div kernel
5 years ago
eb84ae4593
!4048 Fix broadcast, scatternd, reduce ops.
...
Merge pull request !4048 from linqingke/new_ops
5 years ago
8040e8bf89
!4130 modify some bug and add test case for gpu dropout op
...
Merge pull request !4130 from hanhuifeng/gpu_dropout
5 years ago
ab6f7420b5
modify some bug and add test case for gpu dropout op
5 years ago
b0a6346b54
gpu update cast type
5 years ago
fb405ee6f4
broadcast, slice, scatter_nd ops optimizer.
5 years ago
3bd64bf03d
add unit test for resizeNearestNeighbor gpu op
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fix pylint
fix pylint
changed mstype to np type to fix pylint
fix pylint
fix pylint
fix pylint
added back copyright
5 years ago
fea930f7aa
!4088 make gpu op Less to support int32
...
Merge pull request !4088 from TuDouNi/master
5 years ago
3b41023a6b
add int32 cal for less gpu
5 years ago
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