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Parent(s):
00d7b97
Add `edgetpu_compiler` checks (#6218)
Browse files* Add `edgetpu_compiler` checks
* Update export.py
* Update export.py
* Update export.py
* Update export.py
* Update export.py
* Update export.py
export.py
CHANGED
@@ -41,6 +41,7 @@ TensorFlow.js:
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import argparse
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import json
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import os
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import subprocess
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import sys
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import time
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@@ -307,11 +308,15 @@ def export_tflite(keras_model, im, file, int8, data, ncalib, prefix=colorstr('Te
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def export_edgetpu(keras_model, im, file, prefix=colorstr('Edge TPU:')):
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# YOLOv5 Edge TPU export https://coral.ai/docs/edgetpu/models-intro/
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try:
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cmd = 'edgetpu_compiler --version'
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out = subprocess.run(cmd, shell=True, capture_output=True, check=True)
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ver = out.stdout.decode().split()[-1]
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LOGGER.info(f'\n{prefix} starting export with Edge TPU compiler {ver}...')
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f = str(file).replace('.pt', '-int8_edgetpu.tflite')
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f_tfl = str(file).replace('.pt', '-int8.tflite') # TFLite model
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cmd = f"edgetpu_compiler -s {f_tfl}"
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@@ -434,7 +439,7 @@ def run(data=ROOT / 'data/coco128.yaml', # 'dataset.yaml path'
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# TensorFlow Exports
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if any(tf_exports):
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pb, tflite, edgetpu, tfjs = tf_exports[1:]
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if
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check_requirements(('flatbuffers==1.12',)) # required before `import tensorflow`
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assert not (tflite and tfjs), 'TFLite and TF.js models must be exported separately, please pass only one type.'
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model = export_saved_model(model, im, file, dynamic, tf_nms=nms or agnostic_nms or tfjs,
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import argparse
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import json
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import os
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import platform
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import subprocess
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import sys
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import time
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def export_edgetpu(keras_model, im, file, prefix=colorstr('Edge TPU:')):
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# YOLOv5 Edge TPU export https://coral.ai/docs/edgetpu/models-intro/
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try:
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cmd = 'edgetpu_compiler --version'
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help = 'See https://coral.ai/docs/edgetpu/compiler/'
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assert platform.system() == 'Linux', f'export only supported on Linux. {help}'
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assert subprocess.run(cmd, shell=True).returncode == 0, f'export requires edgetpu-compiler. {help}'
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out = subprocess.run(cmd, shell=True, capture_output=True, check=True)
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ver = out.stdout.decode().split()[-1]
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LOGGER.info(f'\n{prefix} starting export with Edge TPU compiler {ver}...')
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f = str(file).replace('.pt', '-int8_edgetpu.tflite') # Edge TPU model
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f_tfl = str(file).replace('.pt', '-int8.tflite') # TFLite model
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cmd = f"edgetpu_compiler -s {f_tfl}"
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# TensorFlow Exports
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if any(tf_exports):
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pb, tflite, edgetpu, tfjs = tf_exports[1:]
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if int8 or edgetpu: # TFLite --int8 bug https://github.com/ultralytics/yolov5/issues/5707
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check_requirements(('flatbuffers==1.12',)) # required before `import tensorflow`
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assert not (tflite and tfjs), 'TFLite and TF.js models must be exported separately, please pass only one type.'
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model = export_saved_model(model, im, file, dynamic, tf_nms=nms or agnostic_nms or tfjs,
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