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gaoqiong
flash-attention
Commits
a81900d4
Commit
a81900d4
authored
Aug 17, 2023
by
Tri Dao
Browse files
[ViT] Minor fix so it runs
parent
4b661a56
Changes
2
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2 changed files
with
2 additions
and
2 deletions
+2
-2
flash_attn/models/vit.py
flash_attn/models/vit.py
+1
-1
tests/models/test_vit.py
tests/models/test_vit.py
+1
-1
No files found.
flash_attn/models/vit.py
View file @
a81900d4
...
@@ -31,7 +31,7 @@ except ImportError:
...
@@ -31,7 +31,7 @@ except ImportError:
def
create_mixer_cls
(
num_heads
,
qkv_bias
,
attn_drop
,
use_flash_attn
,
fused_bias_fc
,
def
create_mixer_cls
(
num_heads
,
qkv_bias
,
attn_drop
,
use_flash_attn
,
fused_bias_fc
,
cross_attn
=
False
):
cross_attn
=
False
):
mixer_cls
=
partial
(
MHA
,
num_heads
=
num_heads
,
cross_attn
=
cross_attn
,
bias
=
qkv_bias
,
mixer_cls
=
partial
(
MHA
,
num_heads
=
num_heads
,
cross_attn
=
cross_attn
,
qkv_proj_
bias
=
qkv_bias
,
dropout
=
attn_drop
,
fused_bias_fc
=
fused_bias_fc
,
dropout
=
attn_drop
,
fused_bias_fc
=
fused_bias_fc
,
use_flash_attn
=
use_flash_attn
)
use_flash_attn
=
use_flash_attn
)
return
mixer_cls
return
mixer_cls
...
...
tests/models/test_vit.py
View file @
a81900d4
...
@@ -46,5 +46,5 @@ def test_vit(optimized, fused_mlp):
...
@@ -46,5 +46,5 @@ def test_vit(optimized, fused_mlp):
print
(
f
'Output mean diff:
{
(
out
-
out_ref
).
abs
().
mean
().
item
()
}
'
)
print
(
f
'Output mean diff:
{
(
out
-
out_ref
).
abs
().
mean
().
item
()
}
'
)
print
(
f
'timm fp16 max diff:
{
(
out_timm
-
out_ref
).
abs
().
max
().
item
()
}
'
)
print
(
f
'timm fp16 max diff:
{
(
out_timm
-
out_ref
).
abs
().
max
().
item
()
}
'
)
print
(
f
'timm fp16 mean diff:
{
(
out_timm
-
out_ref
).
abs
().
mean
().
item
()
}
'
)
print
(
f
'timm fp16 mean diff:
{
(
out_timm
-
out_ref
).
abs
().
mean
().
item
()
}
'
)
rtol
=
2
if
not
fused_mlp
else
4
rtol
=
2
if
not
fused_mlp
else
8
assert
(
out
-
out_ref
).
abs
().
max
().
item
()
<
rtol
*
(
out_timm
-
out_ref
).
abs
().
max
().
item
()
assert
(
out
-
out_ref
).
abs
().
max
().
item
()
<
rtol
*
(
out_timm
-
out_ref
).
abs
().
max
().
item
()
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