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TensorFlow colab integration #15
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integrations/tensorflow
TensorFlow model import and conversion
integrations
Relating to high-level frontend integrations
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iree-copybara-bot
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* Add colab/README.md with "Open in Colab" links for each notebook * Add notes on installing tf-nightly to getting started docs * Document using Bazelisk to manage Bazel versions supported by TensorFlow Relates to #15 Closes #162 COPYBARA_INTEGRATE_REVIEW=#162 from google:scotttodd-colab 95d9917 PiperOrigin-RevId: 282673738
Done a while ago (https://github.com/google/iree/blob/main/colab/start_colab_kernel.py) |
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Include partial support for propagating and cancelling transposes generated when converting from nchw to nhwc
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old: iree_hal_buffer_view_get_descriptor new: iree_hal_buffer_view_descriptor
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Labels
integrations/tensorflow
TensorFlow model import and conversion
integrations
Relating to high-level frontend integrations
We should add plumbing to launch a Colab kernel that pulls TensorFlow and the IREE Python API together. This will make it easy to interactively exercise the system, author models, etc.
The dependencies are fairly intricate to get right, which should be the main work that needs to be done. Once the build support is in place, we should publish a Docker image so anyone can experiment easily.
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