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Add EfficientNet example using automatic augmentations with DALI #4678

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merged 11 commits into from
Mar 14, 2023
Merged

Add EfficientNet example using automatic augmentations with DALI #4678

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78a0a24
Add EfficientNet subset of Classification/ConvNets from JoC
klecki Feb 27, 2023
7e67013
Delete unused files from the example
klecki Mar 6, 2023
1139d3b
Keep only one EfficientNet layout
klecki Mar 6, 2023
452822e
Propagate defaults for EfficientNet training from yml to main.py
klecki Mar 6, 2023
5f3f1bc
Add implementation for DALI AA and TA with readme
klecki Mar 6, 2023
7db9ac2
Add L3 test with benchmarks
klecki Mar 6, 2023
82336eb
Fix the layouts
klecki Mar 13, 2023
80add07
Fixup + add the no-copy variant for HWC
klecki Mar 13, 2023
c79fd03
Fixes
klecki Mar 13, 2023
29a0f2d
Indentation?
klecki Mar 14, 2023
cc73963
Requirements
klecki Mar 14, 2023
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1 change: 1 addition & 0 deletions docs/examples/use_cases/index.py
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Expand Up @@ -4,6 +4,7 @@
"video_superres/README.rst",
"pytorch/resnet50/pytorch-resnet50.rst",
"pytorch/single_stage_detector/pytorch_ssd.rst",
"pytorch/efficientnet/readme.rst",
"tensorflow/resnet-n/README.rst",
"tensorflow/yolov4/readme.rst",
"tensorflow/efficientdet/README.rst",
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8 changes: 8 additions & 0 deletions docs/examples/use_cases/pytorch/efficientnet/Dockerfile
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ARG FROM_IMAGE_NAME=nvcr.io/nvidia/pytorch:21.03-py3
FROM ${FROM_IMAGE_NAME}

ADD requirements.txt /workspace/
WORKDIR /workspace/
RUN pip install --no-cache-dir -r requirements.txt
ADD . /workspace/rn50
WORKDIR /workspace/rn50
11 changes: 11 additions & 0 deletions docs/examples/use_cases/pytorch/efficientnet/LICENSE
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All rights reserved.

Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:

1. Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer.

2. Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution.

3. Neither the name of the copyright holder nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission.

THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
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