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llvm
hpvm-release
Commits
6b290187
Commit
6b290187
authored
5 years ago
by
Elizabeth
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Debugged internal dict representation
parent
80176cd7
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llvm/projects/hpvm-tensor-rt/build_pldi/table_generator.py
+16
-16
16 additions, 16 deletions
llvm/projects/hpvm-tensor-rt/build_pldi/table_generator.py
with
16 additions
and
16 deletions
llvm/projects/hpvm-tensor-rt/build_pldi/table_generator.py
+
16
−
16
View file @
6b290187
...
@@ -19,6 +19,8 @@ class TableGenerator:
...
@@ -19,6 +19,8 @@ class TableGenerator:
self
.
__profiler_binary_name
=
profiler_binary_name
self
.
__profiler_binary_name
=
profiler_binary_name
self
.
__results_dir_name
=
"
%s_results
"
%
self
.
__dir_name
self
.
__results_dir_name
=
"
%s_results
"
%
self
.
__dir_name
self
.
__table_filename
=
"
%s_tensors.txt
"
%
self
.
__network_name
def
__is_binary
(
self
,
file_path
):
def
__is_binary
(
self
,
file_path
):
# Binary name must start with the network name as per our naming standards
# Binary name must start with the network name as per our naming standards
...
@@ -78,6 +80,7 @@ class TableGenerator:
...
@@ -78,6 +80,7 @@ class TableGenerator:
underscore_ind
=
op_name
.
find
(
"
_
"
)
underscore_ind
=
op_name
.
find
(
"
_
"
)
return
op_name
[
:
underscore_ind
],
op_name
[
underscore_ind
+
1
:
]
return
op_name
[
:
underscore_ind
],
op_name
[
underscore_ind
+
1
:
]
def
generate_table
(
self
):
def
generate_table
(
self
):
self
.
__table
=
self
.
__build_nested_default_dict
()
self
.
__table
=
self
.
__build_nested_default_dict
()
self
.
__build_internal_table
()
self
.
__build_internal_table
()
...
@@ -86,25 +89,22 @@ class TableGenerator:
...
@@ -86,25 +89,22 @@ class TableGenerator:
def
__build_internal_table
(
self
):
def
__build_internal_table
(
self
):
for
results_file_name
in
os
.
listdir
(
self
.
__results_dir_name
):
for
results_file_name
in
os
.
listdir
(
self
.
__results_dir_name
):
print
(
results_file_name
,
self
.
__network_name
)
# Ignore if it's not a results file
# Ignore if it's not a results file
if
results_file_name
.
startswith
(
self
.
__network_name
):
if
results_file_name
==
self
.
__table_filename
or
\
not
results_file_name
.
startswith
(
self
.
__network_name
):
continue
continue
approx_type
=
self
.
__get_approximation_type
(
results_file_name
)
approx_type
=
self
.
__get_approximation_type
(
results_file_name
)
print
(
approx_type
)
results_file
=
open
(
os
.
path
.
join
(
self
.
__results_dir_name
,
results_file_name
),
"
r
"
)
results_file
=
open
(
os
.
path
.
join
(
self
.
__results_dir_name
,
results_file_name
),
"
r
"
)
for
line
in
results_file
:
for
line
in
results_file
:
line
=
line
.
strip
()
line
=
line
.
strip
()
op_name
,
total_time
,
total_energy
=
self
.
__parse_tensor_operation_line
(
line
)
op_name
,
total_time
,
total_energy
=
self
.
__parse_tensor_operation_line
(
line
)
print
(
op_name
,
total_time
,
total_energy
)
# Handle _f2h and _h2f output for tensor operation
# Handle _f2h and _h2f output for tensor operation
# Store as columns of original operation rather than independent rows
# Store as columns of original operation rather than independent rows
if
any
(
op_name
.
endswith
(
prec_conv
)
for
prec_conv
in
TableGenerator
.
precision_conversions
):
if
any
(
op_name
.
endswith
(
prec_conv
)
for
prec_conv
in
TableGenerator
.
precision_conversions
):
orig_op_name
,
conversion_type
=
self
.
__get_original_operation_name
(
op_name
)
orig_op_name
,
conversion_type
=
self
.
__get_original_operation_name
(
op_name
)
print
(
"
f2h/h2f
"
,
orig_op_name
,
conversion_type
)
# Error bc original op name should ALWAYS be in the table
# Error bc original op name should ALWAYS be in the table
if
orig_op_name
not
in
self
.
__table
:
if
orig_op_name
not
in
self
.
__table
:
print
(
"
ERROR: Conversion found but original %s is not in the table
"
%
orig_op_name
)
print
(
"
ERROR: Conversion found but original %s is not in the table
"
%
orig_op_name
)
...
@@ -120,15 +120,13 @@ class TableGenerator:
...
@@ -120,15 +120,13 @@ class TableGenerator:
results_file
.
close
()
results_file
.
close
()
def
__output_table
(
self
):
def
__output_table
(
self
):
# Copy ops file to results directory to use as empty table
table_file_path
=
os
.
path
.
join
(
self
.
__results_dir_name
,
self
.
__table_filename
)
table_filename
=
"
%s_tensors.txt
"
%
self
.
__network_name
table_file_path
=
os
.
path
.
join
(
self
.
__results_dir_name
,
table_filename
)
# TODO un hard code this
# TODO un hard code this
soc_operations_file_name
=
os
.
path
.
join
(
"
/home/nvidia/soc_simulator
"
,
"
%s_cifar10
"
%
self
.
__network_name
,
"
%s_ops.txt
"
%
self
.
__network_name
)
soc_operations_file_name
=
os
.
path
.
join
(
"
/home/nvidia/soc_simulator
"
,
"
%s_cifar10
"
%
self
.
__network_name
,
"
%s_ops.txt
"
%
self
.
__network_name
)
# Don't need to copy the file over --> can use the original file as a reference
# Don't need to copy the file over --> can use the original file as a reference
soc_operations_file
=
open
(
soc_operations_file_name
,
"
r
"
)
soc_operations_file
=
open
(
soc_operations_file_name
,
"
r
"
)
table_file
=
open
(
table_filename
,
"
w
"
)
table_file
=
open
(
self
.
__
table_filename
,
"
w
"
)
# Read header line to get layer name and # operations in layer
# Read header line to get layer name and # operations in layer
# Get ops in each layer using the dict
# Get ops in each layer using the dict
...
@@ -141,17 +139,18 @@ class TableGenerator:
...
@@ -141,17 +139,18 @@ class TableGenerator:
while
curr_line
:
while
curr_line
:
# First line is always the layers line (#layer_name,num_ops)
# First line is always the layers line (#layer_name,num_ops)
layer_name
,
num_ops
=
self
.
__parse_layer_info_line
(
curr_line
)
layer_name
,
num_ops
=
self
.
__parse_layer_info_line
(
curr_line
)
print
(
"
FIRST LINE
"
,
layer_name
,
num_ops
)
# Get each operation in the layer
# Get each operation in the layer
ops_in_layer
=
[]
ops_in_layer
=
[]
header
=
[]
header
=
[
"
**
"
,
layer_name
,
str
(
num_ops
),
"
_
"
]
for
op_in_layer_count
in
range
(
num_ops
):
for
op_in_layer_count
in
range
(
num_ops
):
# Each line consists of operation name
# Each line consists of operation name
curr_line
=
soc_operations_file
.
readline
().
strip
()
curr_line
=
soc_operations_file
.
readline
().
strip
()
curr_op
=
[
curr_line
]
# Join into a string later
curr_op
=
[
curr_line
]
# Join into a string later
operation_data
=
self
.
__table
[
curr_line
]
operation_data
=
self
.
__table
[
curr_line
]
# Iterate through time/energy data for each approx type
# Iterate through time/energy data for each approx type
for
approx_type
in
operation_data
:
for
approx_type
in
operation_data
:
curr_op
.
append
(
operation_data
[
approx_type
][
"
time
"
])
curr_op
.
append
(
operation_data
[
approx_type
][
"
time
"
])
...
@@ -161,12 +160,12 @@ class TableGenerator:
...
@@ -161,12 +160,12 @@ class TableGenerator:
# Only fill out the header once for the layer
# Only fill out the header once for the layer
if
op_in_layer_count
==
0
:
if
op_in_layer_count
==
0
:
header
.
append
(
approx_type
)
header
.
append
(
approx_type
)
ops_in_layer
.
append
(
'
'
.
join
(
curr_op
))
ops_in_layer
.
append
(
'
'
.
join
(
curr_op
))
# Getting all operation rows and then writing everything because
# Getting all operation rows and then writing everything because
# calls to write() are slow (memory vs time tradeoff)
# calls to write() are slow (memory vs time tradeoff)
print
(
"
%s
"
%
'
'
.
join
(
header
))
#
print("%s" % ' '.join(header))
print
(
"
%s
"
%
'
\n
'
.
join
(
ops_in_layer
))
#
print("%s" % '\n'.join(ops_in_layer))
table_file
.
write
(
"
%s
\n
"
%
'
'
.
join
(
header
))
table_file
.
write
(
"
%s
\n
"
%
'
'
.
join
(
header
))
table_file
.
write
(
"
%s
\n
"
%
'
\n
'
.
join
(
ops_in_layer
))
table_file
.
write
(
"
%s
\n
"
%
'
\n
'
.
join
(
ops_in_layer
))
...
@@ -174,7 +173,8 @@ class TableGenerator:
...
@@ -174,7 +173,8 @@ class TableGenerator:
def
__parse_layer_info_line
(
self
,
layer_info_line
):
#layer_name,num_ops
def
__parse_layer_info_line
(
self
,
layer_info_line
):
#layer_name,num_ops
comma_ind
=
layer_info_line
.
find
(
"
,
"
)
comma_ind
=
layer_info_line
.
find
(
"
,
"
)
return
layer_info_line
[
layer_info_line
.
find
(
"
#
"
)
:
comma_ind
],
int
(
layer_info_line
[
comma_ind
+
1
:
])
return
layer_info_line
[
layer_info_line
.
find
(
"
#
"
)
+
1
:
comma_ind
],
\
int
(
layer_info_line
[
comma_ind
+
1
:
])
def
__generate_header
(
self
,
table
):
def
__generate_header
(
self
,
table
):
# <approx type time/energy> <conversion type at very end>
# <approx type time/energy> <conversion type at very end>
...
...
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