Edge TPU compiler comment (#6196)

* Edge TPU compiler comment

* 7 to 8 fix
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Glenn Jocher authored and GitHub committed 2022-01-04 19:36:12 -08:00
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@@ -17,7 +17,7 @@ TensorFlow Edge TPU | `edgetpu` | yolov5s_edgetpu.tf
TensorFlow.js | `tfjs` | yolov5s_web_model/
Usage:
$ python path/to/export.py --weights yolov5s.pt --include torchscript onnx coreml openvino saved_model tflite tfjs
$ python path/to/export.py --weights yolov5s.pt --include torchscript onnx openvino engine coreml tflite ...
Inference:
$ python path/to/detect.py --weights yolov5s.pt # PyTorch
@@ -179,7 +179,7 @@ def export_engine(model, im, file, train, half, simplify, workspace=4, verbose=F
export_onnx(model, im, file, 12, train, False, simplify) # opset 12
model.model[-1].anchor_grid = grid
else: # TensorRT >= 8
check_version(trt.__version__, '7.0.0', hard=True) # require tensorrt>=8.0.0
check_version(trt.__version__, '8.0.0', hard=True) # require tensorrt>=8.0.0
export_onnx(model, im, file, 13, train, False, simplify) # opset 13
onnx = file.with_suffix('.onnx')
assert onnx.exists(), f'failed to export ONNX file: {onnx}'
@@ -308,7 +308,7 @@ def export_tflite(keras_model, im, file, int8, data, ncalib, prefix=colorstr('Te
def export_edgetpu(keras_model, im, file, prefix=colorstr('Edge TPU:')):
# YOLOv5 Edge TPU export https://coral.ai/docs/edgetpu/models-intro/
try:
cmd = 'edgetpu_compiler --version'
cmd = 'edgetpu_compiler --version' # install https://coral.ai/docs/edgetpu/compiler/
out = subprocess.run(cmd, shell=True, capture_output=True, check=True)
ver = out.stdout.decode().split()[-1]
LOGGER.info(f'\n{prefix} starting export with Edge TPU compiler {ver}...')