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ultralytics 8.3.19 TensorRT 10.5.0 support (#17076)

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Signed-off-by: UltralyticsAssistant <web@ultralytics.com>
Co-authored-by: UltralyticsAssistant <web@ultralytics.com>
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Glenn Jocher 2024-10-22 01:34:44 +02:00 • committed by GitHub
parent 71624018e2
commit 767aa1cacc
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4 changed files with 7 additions and 7 deletions
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4
docker/Dockerfile
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@ -41,8 +41,8 @@ ADD https://github.com/ultralytics/assets/releases/download/v8.3.0/yolo11n.pt .
# Install pip packages # Install pip packages
RUN python3 -m pip install --upgrade pip wheel RUN python3 -m pip install --upgrade pip wheel
# Pin TensorRT-cu12==10.1.0 to avoid 10.2.0 bug https://github.com/ultralytics/ultralytics/pull/14239 (note -cu12 must be used) # Note -cu12 must be used with tensorrt)
RUN pip install -e ".[export]" "tensorrt-cu12==10.1.0" "albumentations>=1.4.6" comet pycocotools RUN pip install -e ".[export]" tensorrt-cu12 "albumentations>=1.4.6" comet pycocotools
# Run exports to AutoInstall packages # Run exports to AutoInstall packages
# Edge TPU export fails the first time so is run twice here # Edge TPU export fails the first time so is run twice here

2
ultralytics/__init__.py
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@ -1,6 +1,6 @@
# Ultralytics YOLO 🚀, AGPL-3.0 license # Ultralytics YOLO 🚀, AGPL-3.0 license
__version__ = "8.3.18" __version__ = "8.3.19"
import os import os

4
ultralytics/engine/exporter.py
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@ -691,10 +691,10 @@ class Exporter:
import tensorrt as trt # noqa import tensorrt as trt # noqa
except ImportError: except ImportError:
if LINUX: if LINUX:
check_requirements("tensorrt>7.0.0,<=10.1.0") check_requirements("tensorrt>7.0.0,!=10.1.0")
import tensorrt as trt # noqa import tensorrt as trt # noqa
check_version(trt.__version__, ">=7.0.0", hard=True) check_version(trt.__version__, ">=7.0.0", hard=True)
check_version(trt.__version__, "<=10.1.0", msg="https://github.com/ultralytics/ultralytics/pull/14239") check_version(trt.__version__, "!=10.1.0", msg="https://github.com/ultralytics/ultralytics/pull/14239")
# Setup and checks # Setup and checks
LOGGER.info(f"\n{prefix} starting export with TensorRT {trt.__version__}...") LOGGER.info(f"\n{prefix} starting export with TensorRT {trt.__version__}...")

4
ultralytics/nn/autobackend.py
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@ -226,10 +226,10 @@ class AutoBackend(nn.Module):
import tensorrt as trt # noqa https://developer.nvidia.com/nvidia-tensorrt-download import tensorrt as trt # noqa https://developer.nvidia.com/nvidia-tensorrt-download
except ImportError: except ImportError:
if LINUX: if LINUX:
check_requirements("tensorrt>7.0.0,<=10.1.0") check_requirements("tensorrt>7.0.0,!=10.1.0")
import tensorrt as trt # noqa import tensorrt as trt # noqa
check_version(trt.__version__, ">=7.0.0", hard=True) check_version(trt.__version__, ">=7.0.0", hard=True)
check_version(trt.__version__, "<=10.1.0", msg="https://github.com/ultralytics/ultralytics/pull/14239") check_version(trt.__version__, "!=10.1.0", msg="https://github.com/ultralytics/ultralytics/pull/14239")
if device.type == "cpu": if device.type == "cpu":
device = torch.device("cuda:0") device = torch.device("cuda:0")
Binding = namedtuple("Binding", ("name", "dtype", "shape", "data", "ptr")) Binding = namedtuple("Binding", ("name", "dtype", "shape", "data", "ptr"))