lightning/pytorch_lightning/accelerators/ipu.py

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IPU Integration 5/5 (#7867) * Initial changes * Add broken example for now * Fix reference * Fix format * Code runs * Fixes * Clear up files * Add tests, helpers, fixes * Small cleanups * Refactors based on review * Swap to special tests * Add special tests * Add source * Cleanups * Add logic to attach/detach model from devices * Fixes for tests * Fixes for tests * Move earlier * Cleanups * Add check for nvcc * Add tests, cleanups * Fix errors * fix * Try condition * Add missing annotation * Clearer * Clearer message * Fix variable * Cleanups * Add comment * CHANGELOG.md * Add simple selection test * Remove special=True to see what happens * Fix test * Update tests/accelerators/test_ipu.py Co-authored-by: Kaushik B <45285388+kaushikb11@users.noreply.github.com> * Convert ipu_cores -> ipus * Add typing, fail earlier * simplify precision * Add test, add helper * fix accum * Update pytorch_lightning/plugins/training_type/ipu.py Co-authored-by: thomas chaton <thomas@grid.ai> * Use stages * Make sure warning message returned * thorw error * Add more tests, use fs * add comment * Clean * Address feedback, add IPU tests * Fixes * Fix signature * Add types * Remove autoround * Add docstring * ipu_cores -> ipus * Add test, remove unnecessary precision set * Add optimizer test * Add precision back with test * Address code review * Change to probs * Move some of the asserts earlier Co-authored-by: Kaushik B <45285388+kaushikb11@users.noreply.github.com> Co-authored-by: thomas chaton <thomas@grid.ai>
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# Copyright The PyTorch Lightning team.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from typing import Any, Dict, Union
IPU Integration 5/5 (#7867) * Initial changes * Add broken example for now * Fix reference * Fix format * Code runs * Fixes * Clear up files * Add tests, helpers, fixes * Small cleanups * Refactors based on review * Swap to special tests * Add special tests * Add source * Cleanups * Add logic to attach/detach model from devices * Fixes for tests * Fixes for tests * Move earlier * Cleanups * Add check for nvcc * Add tests, cleanups * Fix errors * fix * Try condition * Add missing annotation * Clearer * Clearer message * Fix variable * Cleanups * Add comment * CHANGELOG.md * Add simple selection test * Remove special=True to see what happens * Fix test * Update tests/accelerators/test_ipu.py Co-authored-by: Kaushik B <45285388+kaushikb11@users.noreply.github.com> * Convert ipu_cores -> ipus * Add typing, fail earlier * simplify precision * Add test, add helper * fix accum * Update pytorch_lightning/plugins/training_type/ipu.py Co-authored-by: thomas chaton <thomas@grid.ai> * Use stages * Make sure warning message returned * thorw error * Add more tests, use fs * add comment * Clean * Address feedback, add IPU tests * Fixes * Fix signature * Add types * Remove autoround * Add docstring * ipu_cores -> ipus * Add test, remove unnecessary precision set * Add optimizer test * Add precision back with test * Address code review * Change to probs * Move some of the asserts earlier Co-authored-by: Kaushik B <45285388+kaushikb11@users.noreply.github.com> Co-authored-by: thomas chaton <thomas@grid.ai>
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import torch
IPU Integration 5/5 (#7867) * Initial changes * Add broken example for now * Fix reference * Fix format * Code runs * Fixes * Clear up files * Add tests, helpers, fixes * Small cleanups * Refactors based on review * Swap to special tests * Add special tests * Add source * Cleanups * Add logic to attach/detach model from devices * Fixes for tests * Fixes for tests * Move earlier * Cleanups * Add check for nvcc * Add tests, cleanups * Fix errors * fix * Try condition * Add missing annotation * Clearer * Clearer message * Fix variable * Cleanups * Add comment * CHANGELOG.md * Add simple selection test * Remove special=True to see what happens * Fix test * Update tests/accelerators/test_ipu.py Co-authored-by: Kaushik B <45285388+kaushikb11@users.noreply.github.com> * Convert ipu_cores -> ipus * Add typing, fail earlier * simplify precision * Add test, add helper * fix accum * Update pytorch_lightning/plugins/training_type/ipu.py Co-authored-by: thomas chaton <thomas@grid.ai> * Use stages * Make sure warning message returned * thorw error * Add more tests, use fs * add comment * Clean * Address feedback, add IPU tests * Fixes * Fix signature * Add types * Remove autoround * Add docstring * ipu_cores -> ipus * Add test, remove unnecessary precision set * Add optimizer test * Add precision back with test * Address code review * Change to probs * Move some of the asserts earlier Co-authored-by: Kaushik B <45285388+kaushikb11@users.noreply.github.com> Co-authored-by: thomas chaton <thomas@grid.ai>
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from pytorch_lightning.accelerators.accelerator import Accelerator
class IPUAccelerator(Accelerator):
"""Accelerator for IPUs."""
IPU Integration 5/5 (#7867) * Initial changes * Add broken example for now * Fix reference * Fix format * Code runs * Fixes * Clear up files * Add tests, helpers, fixes * Small cleanups * Refactors based on review * Swap to special tests * Add special tests * Add source * Cleanups * Add logic to attach/detach model from devices * Fixes for tests * Fixes for tests * Move earlier * Cleanups * Add check for nvcc * Add tests, cleanups * Fix errors * fix * Try condition * Add missing annotation * Clearer * Clearer message * Fix variable * Cleanups * Add comment * CHANGELOG.md * Add simple selection test * Remove special=True to see what happens * Fix test * Update tests/accelerators/test_ipu.py Co-authored-by: Kaushik B <45285388+kaushikb11@users.noreply.github.com> * Convert ipu_cores -> ipus * Add typing, fail earlier * simplify precision * Add test, add helper * fix accum * Update pytorch_lightning/plugins/training_type/ipu.py Co-authored-by: thomas chaton <thomas@grid.ai> * Use stages * Make sure warning message returned * thorw error * Add more tests, use fs * add comment * Clean * Address feedback, add IPU tests * Fixes * Fix signature * Add types * Remove autoround * Add docstring * ipu_cores -> ipus * Add test, remove unnecessary precision set * Add optimizer test * Add precision back with test * Address code review * Change to probs * Move some of the asserts earlier Co-authored-by: Kaushik B <45285388+kaushikb11@users.noreply.github.com> Co-authored-by: thomas chaton <thomas@grid.ai>
2021-06-11 15:07:04 +00:00
def get_device_stats(self, device: Union[str, torch.device]) -> Dict[str, Any]:
"""IPU device stats aren't supported yet."""
return {}
@staticmethod
def auto_device_count() -> int:
"""Get the devices when set to auto."""
# TODO (@kaushikb11): 4 is the minimal unit they are shipped in.
# Update this when api is exposed by the Graphcore team.
return 4