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OpenDAS
vision
Commits
92882b69
Unverified
Commit
92882b69
authored
Aug 24, 2023
by
Philip Meier
Committed by
GitHub
Aug 24, 2023
Browse files
disable tests for vit op counts (#7874)
parent
02d3d6db
Changes
2
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2 changed files
with
12 additions
and
4 deletions
+12
-4
test/common_extended_utils.py
test/common_extended_utils.py
+7
-0
test/test_extended_models.py
test/test_extended_models.py
+5
-4
No files found.
test/common_extended_utils.py
View file @
92882b69
...
@@ -140,6 +140,12 @@ def conv_backward_flop(inputs: List[Any], outputs: List[Any]):
...
@@ -140,6 +140,12 @@ def conv_backward_flop(inputs: List[Any], outputs: List[Any]):
return
flop_count
return
flop_count
def
scaled_dot_product_flash_attention_flop
(
inputs
:
List
[
Any
],
outputs
:
List
[
Any
]):
# FIXME: this needs to count the flops of this kernel
# https://github.com/pytorch/pytorch/blob/207b06d099def9d9476176a1842e88636c1f714f/aten/src/ATen/native/cpu/FlashAttentionKernel.cpp#L52-L267
return
0
flop_mapping
=
{
flop_mapping
=
{
aten
.
mm
:
matmul_flop
,
aten
.
mm
:
matmul_flop
,
aten
.
matmul
:
matmul_flop
,
aten
.
matmul
:
matmul_flop
,
...
@@ -150,6 +156,7 @@ flop_mapping = {
...
@@ -150,6 +156,7 @@ flop_mapping = {
aten
.
convolution_backward
:
conv_backward_flop
,
aten
.
convolution_backward
:
conv_backward_flop
,
quantized
.
conv2d
:
quant_conv_flop
,
quantized
.
conv2d
:
quant_conv_flop
,
quantized
.
conv2d_relu
:
quant_conv_flop
,
quantized
.
conv2d_relu
:
quant_conv_flop
,
aten
.
_scaled_dot_product_flash_attention
:
scaled_dot_product_flash_attention_flop
,
}
}
unmapped_ops
=
set
()
unmapped_ops
=
set
()
...
...
test/test_extended_models.py
View file @
92882b69
...
@@ -242,7 +242,6 @@ detection_models_input_dims = {
...
@@ -242,7 +242,6 @@ detection_models_input_dims = {
)
)
@
run_if_test_with_extended
@
run_if_test_with_extended
def
test_schema_meta_validation
(
model_fn
):
def
test_schema_meta_validation
(
model_fn
):
if
model_fn
.
__name__
==
"maskrcnn_resnet50_fpn_v2"
:
if
model_fn
.
__name__
==
"maskrcnn_resnet50_fpn_v2"
:
pytest
.
skip
(
reason
=
"FIXME https://github.com/pytorch/vision/issues/7349"
)
pytest
.
skip
(
reason
=
"FIXME https://github.com/pytorch/vision/issues/7349"
)
...
@@ -326,9 +325,11 @@ def test_schema_meta_validation(model_fn):
...
@@ -326,9 +325,11 @@ def test_schema_meta_validation(model_fn):
height
,
width
=
detection_models_input_dims
[
model_name
]
height
,
width
=
detection_models_input_dims
[
model_name
]
kwargs
=
{
"height"
:
height
,
"width"
:
width
}
kwargs
=
{
"height"
:
height
,
"width"
:
width
}
calculated_ops
=
get_ops
(
model
=
model
,
weight
=
w
,
**
kwargs
)
if
not
model_fn
.
__name__
.
startswith
(
"vit"
):
if
calculated_ops
!=
w
.
meta
[
"_ops"
]:
# FIXME: https://github.com/pytorch/vision/issues/7871
incorrect_meta
.
append
((
w
,
"_ops"
))
calculated_ops
=
get_ops
(
model
=
model
,
weight
=
w
,
**
kwargs
)
if
calculated_ops
!=
w
.
meta
[
"_ops"
]:
incorrect_meta
.
append
((
w
,
"_ops"
))
if
not
w
.
name
.
isupper
():
if
not
w
.
name
.
isupper
():
bad_names
.
append
(
w
)
bad_names
.
append
(
w
)
...
...
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