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OpenDAS
ColossalAI
Commits
8ffdc383
Commit
8ffdc383
authored
May 13, 2022
by
wky
Committed by
binmakeswell
May 17, 2022
Browse files
[NFC] polish colossalai/kernel/cuda_native/csrc/moe_cuda.cpp code style (#942)
parent
c0f373db
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1
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1 changed file
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14 additions
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16 deletions
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-16
colossalai/kernel/cuda_native/csrc/moe_cuda.cpp
colossalai/kernel/cuda_native/csrc/moe_cuda.cpp
+14
-16
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colossalai/kernel/cuda_native/csrc/moe_cuda.cpp
View file @
8ffdc383
...
...
@@ -15,25 +15,24 @@ torch::Tensor moe_combine_cuda_forward(int s, int e, int c, int h,
torch
::
Tensor
logits
,
torch
::
Tensor
mask
,
torch
::
Tensor
dest_idx
);
std
::
vector
<
torch
::
Tensor
>
moe_combine_cuda_backward
(
int
s
,
int
e
,
int
c
,
int
h
,
torch
::
Tensor
tokens_grad
,
torch
::
Tensor
expert_tokens
,
torch
::
Tensor
logits
,
torch
::
Tensor
mask
,
torch
::
Tensor
dest_idx
);
std
::
vector
<
torch
::
Tensor
>
moe_combine_cuda_backward
(
int
s
,
int
e
,
int
c
,
int
h
,
torch
::
Tensor
tokens_grad
,
torch
::
Tensor
expert_tokens
,
torch
::
Tensor
logits
,
torch
::
Tensor
mask
,
torch
::
Tensor
dest_idx
);
torch
::
Tensor
cumsum_sub_one_in_dim0
(
torch
::
Tensor
mask
);
#define CHECK_CUDA(x)
\
#define CHECK_CUDA(x) \
TORCH_CHECK
(
x
.
device
().
is_cuda
(),
#
x
" must be a CUDA tensor"
)
#define CHECK_CONTIGUOUS(x)
\
#define CHECK_CONTIGUOUS(x) \
TORCH_CHECK
(
x
.
is_contiguous
(),
#
x
" must be contiguous"
)
#define CHECK_INPUT(x)
\
CHECK_CUDA
(
x
);
\
#define CHECK_INPUT(x) \
CHECK_CUDA
(
x
);
\
CHECK_CONTIGUOUS
(
x
)
torch
::
Tensor
moe_dispatch_forward
(
int
s
,
int
ec
,
int
h
,
torch
::
Tensor
batch_tokens
,
torch
::
Tensor
mask
,
torch
::
Tensor
dest_idx
)
{
CHECK_INPUT
(
batch_tokens
);
CHECK_CUDA
(
mask
);
CHECK_CUDA
(
dest_idx
);
...
...
@@ -45,7 +44,6 @@ torch::Tensor moe_dispatch_backward(int s, int ec, int h,
torch
::
Tensor
expert_grad
,
torch
::
Tensor
mask
,
torch
::
Tensor
dest_idx
)
{
CHECK_INPUT
(
expert_grad
);
CHECK_CUDA
(
mask
);
CHECK_CUDA
(
dest_idx
);
...
...
@@ -57,7 +55,6 @@ torch::Tensor moe_combine_forward(int s, int e, int c, int h,
torch
::
Tensor
expert_tokens
,
torch
::
Tensor
logits
,
torch
::
Tensor
mask
,
torch
::
Tensor
dest_idx
)
{
CHECK_INPUT
(
expert_tokens
);
CHECK_INPUT
(
logits
);
CHECK_CUDA
(
mask
);
...
...
@@ -67,11 +64,12 @@ torch::Tensor moe_combine_forward(int s, int e, int c, int h,
dest_idx
);
}
std
::
vector
<
torch
::
Tensor
>
moe_combine_backward
(
int
s
,
int
e
,
int
c
,
int
h
,
torch
::
Tensor
tokens_grad
,
torch
::
Tensor
expert_tokens
,
torch
::
Tensor
logits
,
torch
::
Tensor
mask
,
torch
::
Tensor
dest_idx
)
{
std
::
vector
<
torch
::
Tensor
>
moe_combine_backward
(
int
s
,
int
e
,
int
c
,
int
h
,
torch
::
Tensor
tokens_grad
,
torch
::
Tensor
expert_tokens
,
torch
::
Tensor
logits
,
torch
::
Tensor
mask
,
torch
::
Tensor
dest_idx
)
{
CHECK_INPUT
(
tokens_grad
);
CHECK_INPUT
(
logits
);
CHECK_CUDA
(
mask
);
...
...
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