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ch1u20
CharlesPublic-BNN
Commits
e189ae60
Commit
e189ae60
authored
3 years ago
by
ch1u20
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-Tidying up tflite conversion code
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Evaluate_TUT2017.py
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-12
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Evaluate_TUT2017.py
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12
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e189ae60
...
...
@@ -54,24 +54,33 @@ def Evaluate_TUT2017_With_Model(model_file_path):
#ModelFunctions.Generate_Model_Graphs(X_test, model_file_path, __models_dir)
#ModelFunctions.Generate_Ground_Truth_Graphs(Y_test, __models_dir)
if
__name__
==
'
__main__
'
:
#for i in range(100):
#Evaluate_TUT2017_With_Model("/Users/charles/Documents/MINDS/Year1/6003_Project/local_testing/models_from_iridis/Model_CH_12/Model_CH_12__05_06_23_58_09.tf")
#Evaluate_TUT2017_With_Model("/Users/charles/Documents/MINDS/Year1/6003_Project/local_testing/models_from_iridis/Model_ES_05/Model_ES_05__04_22_01_34_08.tf")
#Evaluate_TUT2017_With_Model("/mainfs/cdt/models/Model_CH_12/Model_CH_12__05_06_23_58_09.tf")
def
convert_to_tflite
():
binary_model
=
"
/home/charles/Documents/MINDS/Year1/Interdisciplinary_Project_6003/PyProjects/localtesting/models/Model_CH_12/Model_CH_12__05_06_23_43_52.tf
"
fp_model
=
"
/home/charles/Documents/MINDS/Year1/Interdisciplinary_Project_6003/PyProjects/localtesting/models/Model_CH_13/Model_CH_13__05_19_17_45_00.tf
"
#Load the Model
saved_model
=
tf
.
keras
.
models
.
load_model
(
binary_model
)
saved_model_binary
=
tf
.
keras
.
models
.
load_model
(
binary_model
)
saved_model_fp
=
tf
.
keras
.
models
.
load_model
(
fp_model
)
# Converting a tf.Keras model to a TensorFlow Lite model.
#
converter = tf.lite.TFLiteConverter.from_keras_model(saved_model)
#
tflite_model = converter.convert()
converter
_fp
=
tf
.
lite
.
TFLiteConverter
.
from_keras_model
(
saved_model
_fp
)
tflite_model
_fp
=
converter
_fp
.
convert
()
import
larq_compute_engine
tflite_model
=
larq_compute_engine
.
convert_keras_model
(
saved_model
)
tflite_model
_binary
=
larq_compute_engine
.
convert_keras_model
(
saved_model
_binary
)
# Save the model.
# Save the
binary
model.
with
open
(
'
model_binary.tflite
'
,
'
wb
'
)
as
f
:
f
.
write
(
tflite_model
)
\ No newline at end of file
f
.
write
(
tflite_model_binary
)
# Save the fp model.
with
open
(
'
model_fp.tflite
'
,
'
wb
'
)
as
f
:
f
.
write
(
tflite_model_fp
)
if
__name__
==
'
__main__
'
:
#for i in range(100):
#Evaluate_TUT2017_With_Model("/Users/charles/Documents/MINDS/Year1/6003_Project/local_testing/models_from_iridis/Model_CH_12/Model_CH_12__05_06_23_58_09.tf")
#Evaluate_TUT2017_With_Model("/Users/charles/Documents/MINDS/Year1/6003_Project/local_testing/models_from_iridis/Model_ES_05/Model_ES_05__04_22_01_34_08.tf")
#Evaluate_TUT2017_With_Model("/mainfs/cdt/models/Model_CH_12/Model_CH_12__05_06_23_58_09.tf")
convert_to_tflite
()
\ No newline at end of file
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