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gaoqiong
flash-attention
Commits
e4d3013e
Commit
e4d3013e
authored
Nov 15, 2022
by
Tri Dao
Browse files
[LayerNorm] Check cuda error after querying ctas_per_sm
parent
b0ed0a73
Changes
2
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4 additions
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4 deletions
+4
-4
csrc/layer_norm/ln_bwd_semi_cuda_kernel.cu
csrc/layer_norm/ln_bwd_semi_cuda_kernel.cu
+2
-2
csrc/layer_norm/ln_fwd_cuda_kernel.cu
csrc/layer_norm/ln_fwd_cuda_kernel.cu
+2
-2
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csrc/layer_norm/ln_bwd_semi_cuda_kernel.cu
View file @
e4d3013e
...
...
@@ -44,8 +44,8 @@ void launch_(LaunchParams<BwdParams> &launch_params, const bool configure_params
auto
kernel
=
&
ln_bwd_kernel
<
Kernel_traits
,
PrenormConst
,
IsDropoutConst
,
HasResidualConst
,
HasRowscaleConst
>
;
if
(
configure_params
)
{
int
ctas_per_sm
;
cudaError
status_
=
cudaOccupancyMaxActiveBlocksPerMultiprocessor
(
&
ctas_per_sm
,
kernel
,
Kernel_traits
::
THREADS_PER_CTA
,
Kernel_traits
::
SMEM_BYTES
);
CHECK_CUDA
(
cudaOccupancyMaxActiveBlocksPerMultiprocessor
(
&
ctas_per_sm
,
kernel
,
Kernel_traits
::
THREADS_PER_CTA
,
Kernel_traits
::
SMEM_BYTES
)
)
;
launch_params
.
params
.
ctas_per_col
=
launch_params
.
props
->
multiProcessorCount
*
ctas_per_sm
/
Kernel_traits
::
CTAS_PER_ROW
;
launch_params
.
barrier_size
=
0
;
launch_params
.
workspace_bytes
=
0
;
...
...
csrc/layer_norm/ln_fwd_cuda_kernel.cu
View file @
e4d3013e
...
...
@@ -41,8 +41,8 @@ void launch_(LaunchParams<FwdParams> &launch_params, const bool configure_params
auto
kernel
=
&
ln_fwd_kernel
<
Kernel_traits
,
IsDropoutConst
,
HasResidualConst
,
HasRowscaleConst
>
;
if
(
configure_params
)
{
int
ctas_per_sm
;
cudaError
status_
=
cudaOccupancyMaxActiveBlocksPerMultiprocessor
(
&
ctas_per_sm
,
kernel
,
Kernel_traits
::
THREADS_PER_CTA
,
Kernel_traits
::
SMEM_BYTES_FWD
);
CHECK_CUDA
(
cudaOccupancyMaxActiveBlocksPerMultiprocessor
(
&
ctas_per_sm
,
kernel
,
Kernel_traits
::
THREADS_PER_CTA
,
Kernel_traits
::
SMEM_BYTES_FWD
)
)
;
launch_params
.
params
.
ctas_per_col
=
launch_params
.
props
->
multiProcessorCount
*
ctas_per_sm
/
Kernel_traits
::
CTAS_PER_ROW
;
const
size_t
rows_per_loop
=
launch_params
.
params
.
ctas_per_col
*
Kernel_traits
::
ROWS_PER_CTA
;
launch_params
.
elts_per_thread
=
(
launch_params
.
params
.
rows
+
rows_per_loop
-
1
)
/
rows_per_loop
*
Kernel_traits
::
LDGS
*
Kernel_traits
::
NUM_ELTS
;
...
...
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