Adding helper function for enabling RocksDB Checkpoint #4213
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Summary: X-link: facebookresearch/FBGEMM#1288 Design doc: https://docs.google.com/document/d/149LdAEHOLP7ei4hwVVkAFXGa4N9uLs1J7efxfBZp3dY/edit?tab=t.0#heading=h.49t3yfaqmt54 Context: We are enabling the usage of rocksDB checkpoint feature in KVTensorWrapper. This allows us to create checkpoints of the embedding tables in SSD. Later, these checkpoints are used by the checkpointing component to create a checkpoint and upload it it to the manifold In this diff: We are adding all the helper functions to create folder structures in SSDs for storing the rocksDB checkpoints Differential Revision: D75489819
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Summary: X-link: facebookresearch/FBGEMM#1288 Design doc: https://docs.google.com/document/d/149LdAEHOLP7ei4hwVVkAFXGa4N9uLs1J7efxfBZp3dY/edit?tab=t.0#heading=h.49t3yfaqmt54 Context: We are enabling the usage of rocksDB checkpoint feature in KVTensorWrapper. This allows us to create checkpoints of the embedding tables in SSD. Later, these checkpoints are used by the checkpointing component to create a checkpoint and upload it it to the manifold In this diff: We are adding all the helper functions to create folder structures in SSDs for storing the rocksDB checkpoints Reviewed By: duduyi2013 Differential Revision: D75489819
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Summary: X-link: facebookresearch/FBGEMM#1288 Design doc: https://docs.google.com/document/d/149LdAEHOLP7ei4hwVVkAFXGa4N9uLs1J7efxfBZp3dY/edit?tab=t.0#heading=h.49t3yfaqmt54 Context: We are enabling the usage of rocksDB checkpoint feature in KVTensorWrapper. This allows us to create checkpoints of the embedding tables in SSD. Later, these checkpoints are used by the checkpointing component to create a checkpoint and upload it it to the manifold In this diff: We are adding all the helper functions to create folder structures in SSDs for storing the rocksDB checkpoints Reviewed By: duduyi2013 Differential Revision: D75489819
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Summary: X-link: facebookresearch/FBGEMM#1288 Design doc: https://docs.google.com/document/d/149LdAEHOLP7ei4hwVVkAFXGa4N9uLs1J7efxfBZp3dY/edit?tab=t.0#heading=h.49t3yfaqmt54 Context: We are enabling the usage of rocksDB checkpoint feature in KVTensorWrapper. This allows us to create checkpoints of the embedding tables in SSD. Later, these checkpoints are used by the checkpointing component to create a checkpoint and upload it it to the manifold In this diff: We are adding all the helper functions to create folder structures in SSDs for storing the rocksDB checkpoints Reviewed By: duduyi2013 Differential Revision: D75489819
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Summary: X-link: facebookresearch/FBGEMM#1288 Design doc: https://docs.google.com/document/d/149LdAEHOLP7ei4hwVVkAFXGa4N9uLs1J7efxfBZp3dY/edit?tab=t.0#heading=h.49t3yfaqmt54 Context: We are enabling the usage of rocksDB checkpoint feature in KVTensorWrapper. This allows us to create checkpoints of the embedding tables in SSD. Later, these checkpoints are used by the checkpointing component to create a checkpoint and upload it it to the manifold In this diff: We are adding all the helper functions to create folder structures in SSDs for storing the rocksDB checkpoints Reviewed By: duduyi2013 Differential Revision: D75489819
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Summary: X-link: facebookresearch/FBGEMM#1288 Design doc: https://docs.google.com/document/d/149LdAEHOLP7ei4hwVVkAFXGa4N9uLs1J7efxfBZp3dY/edit?tab=t.0#heading=h.49t3yfaqmt54 Context: We are enabling the usage of rocksDB checkpoint feature in KVTensorWrapper. This allows us to create checkpoints of the embedding tables in SSD. Later, these checkpoints are used by the checkpointing component to create a checkpoint and upload it it to the manifold In this diff: We are adding all the helper functions to create folder structures in SSDs for storing the rocksDB checkpoints Reviewed By: duduyi2013 Differential Revision: D75489819
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Summary: Pull Request resolved: pytorch#4213 X-link: facebookresearch/FBGEMM#1288 Design doc: https://docs.google.com/document/d/149LdAEHOLP7ei4hwVVkAFXGa4N9uLs1J7efxfBZp3dY/edit?tab=t.0#heading=h.49t3yfaqmt54 Context: We are enabling the usage of rocksDB checkpoint feature in KVTensorWrapper. This allows us to create checkpoints of the embedding tables in SSD. Later, these checkpoints are used by the checkpointing component to create a checkpoint and upload it it to the manifold In this diff: We are adding all the helper functions to create folder structures in SSDs for storing the rocksDB checkpoints Reviewed By: duduyi2013 Differential Revision: D75489819
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Summary: Pull Request resolved: pytorch#4213 X-link: facebookresearch/FBGEMM#1288 Design doc: https://docs.google.com/document/d/149LdAEHOLP7ei4hwVVkAFXGa4N9uLs1J7efxfBZp3dY/edit?tab=t.0#heading=h.49t3yfaqmt54 Context: We are enabling the usage of rocksDB checkpoint feature in KVTensorWrapper. This allows us to create checkpoints of the embedding tables in SSD. Later, these checkpoints are used by the checkpointing component to create a checkpoint and upload it it to the manifold In this diff: We are adding all the helper functions to create folder structures in SSDs for storing the rocksDB checkpoints Reviewed By: duduyi2013 Differential Revision: D75489819
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Summary: X-link: facebookresearch/FBGEMM#1288 Design doc: https://docs.google.com/document/d/149LdAEHOLP7ei4hwVVkAFXGa4N9uLs1J7efxfBZp3dY/edit?tab=t.0#heading=h.49t3yfaqmt54 Context: We are enabling the usage of rocksDB checkpoint feature in KVTensorWrapper. This allows us to create checkpoints of the embedding tables in SSD. Later, these checkpoints are used by the checkpointing component to create a checkpoint and upload it it to the manifold In this diff: We are adding all the helper functions to create folder structures in SSDs for storing the rocksDB checkpoints Reviewed By: duduyi2013 Differential Revision: D75489819
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Summary: X-link: facebookresearch/FBGEMM#1288 Design doc: https://docs.google.com/document/d/149LdAEHOLP7ei4hwVVkAFXGa4N9uLs1J7efxfBZp3dY/edit?tab=t.0#heading=h.49t3yfaqmt54 Context: We are enabling the usage of rocksDB checkpoint feature in KVTensorWrapper. This allows us to create checkpoints of the embedding tables in SSD. Later, these checkpoints are used by the checkpointing component to create a checkpoint and upload it it to the manifold In this diff: We are adding all the helper functions to create folder structures in SSDs for storing the rocksDB checkpoints Reviewed By: duduyi2013 Differential Revision: D75489819
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Summary: Pull Request resolved: pytorch#4213 X-link: facebookresearch/FBGEMM#1288 Design doc: https://docs.google.com/document/d/149LdAEHOLP7ei4hwVVkAFXGa4N9uLs1J7efxfBZp3dY/edit?tab=t.0#heading=h.49t3yfaqmt54 Context: We are enabling the usage of rocksDB checkpoint feature in KVTensorWrapper. This allows us to create checkpoints of the embedding tables in SSD. Later, these checkpoints are used by the checkpointing component to create a checkpoint and upload it it to the manifold In this diff: We are adding all the helper functions to create folder structures in SSDs for storing the rocksDB checkpoints Reviewed By: duduyi2013 Differential Revision: D75489819
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Summary: X-link: facebookresearch/FBGEMM#1288 Design doc: https://docs.google.com/document/d/149LdAEHOLP7ei4hwVVkAFXGa4N9uLs1J7efxfBZp3dY/edit?tab=t.0#heading=h.49t3yfaqmt54 Context: We are enabling the usage of rocksDB checkpoint feature in KVTensorWrapper. This allows us to create checkpoints of the embedding tables in SSD. Later, these checkpoints are used by the checkpointing component to create a checkpoint and upload it it to the manifold In this diff: We are adding all the helper functions to create folder structures in SSDs for storing the rocksDB checkpoints Reviewed By: duduyi2013 Differential Revision: D75489819
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Summary: X-link: facebookresearch/FBGEMM#1288 Design doc: https://docs.google.com/document/d/149LdAEHOLP7ei4hwVVkAFXGa4N9uLs1J7efxfBZp3dY/edit?tab=t.0#heading=h.49t3yfaqmt54 Context: We are enabling the usage of rocksDB checkpoint feature in KVTensorWrapper. This allows us to create checkpoints of the embedding tables in SSD. Later, these checkpoints are used by the checkpointing component to create a checkpoint and upload it it to the manifold In this diff: We are adding all the helper functions to create folder structures in SSDs for storing the rocksDB checkpoints Reviewed By: duduyi2013 Differential Revision: D75489819
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Summary: X-link: facebookresearch/FBGEMM#1288 Design doc: https://docs.google.com/document/d/149LdAEHOLP7ei4hwVVkAFXGa4N9uLs1J7efxfBZp3dY/edit?tab=t.0#heading=h.49t3yfaqmt54 Context: We are enabling the usage of rocksDB checkpoint feature in KVTensorWrapper. This allows us to create checkpoints of the embedding tables in SSD. Later, these checkpoints are used by the checkpointing component to create a checkpoint and upload it it to the manifold In this diff: We are adding all the helper functions to create folder structures in SSDs for storing the rocksDB checkpoints Reviewed By: duduyi2013 Differential Revision: D75489819
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Summary: X-link: facebookresearch/FBGEMM#1288 Design doc: https://docs.google.com/document/d/149LdAEHOLP7ei4hwVVkAFXGa4N9uLs1J7efxfBZp3dY/edit?tab=t.0#heading=h.49t3yfaqmt54 Context: We are enabling the usage of rocksDB checkpoint feature in KVTensorWrapper. This allows us to create checkpoints of the embedding tables in SSD. Later, these checkpoints are used by the checkpointing component to create a checkpoint and upload it it to the manifold In this diff: We are adding all the helper functions to create folder structures in SSDs for storing the rocksDB checkpoints Reviewed By: duduyi2013 Differential Revision: D75489819
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Summary: X-link: facebookresearch/FBGEMM#1288 Design doc: https://docs.google.com/document/d/149LdAEHOLP7ei4hwVVkAFXGa4N9uLs1J7efxfBZp3dY/edit?tab=t.0#heading=h.49t3yfaqmt54 Context: We are enabling the usage of rocksDB checkpoint feature in KVTensorWrapper. This allows us to create checkpoints of the embedding tables in SSD. Later, these checkpoints are used by the checkpointing component to create a checkpoint and upload it it to the manifold In this diff: We are adding all the helper functions to create folder structures in SSDs for storing the rocksDB checkpoints Reviewed By: duduyi2013 Differential Revision: D75489819
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Summary: X-link: facebookresearch/FBGEMM#1288 Design doc: https://docs.google.com/document/d/149LdAEHOLP7ei4hwVVkAFXGa4N9uLs1J7efxfBZp3dY/edit?tab=t.0#heading=h.49t3yfaqmt54 Context: We are enabling the usage of rocksDB checkpoint feature in KVTensorWrapper. This allows us to create checkpoints of the embedding tables in SSD. Later, these checkpoints are used by the checkpointing component to create a checkpoint and upload it it to the manifold In this diff: We are adding all the helper functions to create folder structures in SSDs for storing the rocksDB checkpoints Reviewed By: duduyi2013 Differential Revision: D75489819
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Summary: X-link: facebookresearch/FBGEMM#1288 Design doc: https://docs.google.com/document/d/149LdAEHOLP7ei4hwVVkAFXGa4N9uLs1J7efxfBZp3dY/edit?tab=t.0#heading=h.49t3yfaqmt54 Context: We are enabling the usage of rocksDB checkpoint feature in KVTensorWrapper. This allows us to create checkpoints of the embedding tables in SSD. Later, these checkpoints are used by the checkpointing component to create a checkpoint and upload it it to the manifold In this diff: We are adding all the helper functions to create folder structures in SSDs for storing the rocksDB checkpoints Reviewed By: duduyi2013 Differential Revision: D75489819
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Summary: X-link: facebookresearch/FBGEMM#1288 Design doc: https://docs.google.com/document/d/149LdAEHOLP7ei4hwVVkAFXGa4N9uLs1J7efxfBZp3dY/edit?tab=t.0#heading=h.49t3yfaqmt54 Context: We are enabling the usage of rocksDB checkpoint feature in KVTensorWrapper. This allows us to create checkpoints of the embedding tables in SSD. Later, these checkpoints are used by the checkpointing component to create a checkpoint and upload it it to the manifold In this diff: We are adding all the helper functions to create folder structures in SSDs for storing the rocksDB checkpoints Reviewed By: duduyi2013 Differential Revision: D75489819
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Summary: X-link: facebookresearch/FBGEMM#1288 Design doc: https://docs.google.com/document/d/149LdAEHOLP7ei4hwVVkAFXGa4N9uLs1J7efxfBZp3dY/edit?tab=t.0#heading=h.49t3yfaqmt54 Context: We are enabling the usage of rocksDB checkpoint feature in KVTensorWrapper. This allows us to create checkpoints of the embedding tables in SSD. Later, these checkpoints are used by the checkpointing component to create a checkpoint and upload it it to the manifold In this diff: We are adding all the helper functions to create folder structures in SSDs for storing the rocksDB checkpoints Reviewed By: duduyi2013 Differential Revision: D75489819
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Summary: X-link: facebookresearch/FBGEMM#1288 Design doc: https://docs.google.com/document/d/149LdAEHOLP7ei4hwVVkAFXGa4N9uLs1J7efxfBZp3dY/edit?tab=t.0#heading=h.49t3yfaqmt54 Context: We are enabling the usage of rocksDB checkpoint feature in KVTensorWrapper. This allows us to create checkpoints of the embedding tables in SSD. Later, these checkpoints are used by the checkpointing component to create a checkpoint and upload it it to the manifold In this diff: We are adding all the helper functions to create folder structures in SSDs for storing the rocksDB checkpoints Reviewed By: duduyi2013 Differential Revision: D75489819
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Summary: X-link: facebookresearch/FBGEMM#1288 Design doc: https://docs.google.com/document/d/149LdAEHOLP7ei4hwVVkAFXGa4N9uLs1J7efxfBZp3dY/edit?tab=t.0#heading=h.49t3yfaqmt54 Context: We are enabling the usage of rocksDB checkpoint feature in KVTensorWrapper. This allows us to create checkpoints of the embedding tables in SSD. Later, these checkpoints are used by the checkpointing component to create a checkpoint and upload it it to the manifold In this diff: We are adding all the helper functions to create folder structures in SSDs for storing the rocksDB checkpoints Reviewed By: duduyi2013 Differential Revision: D75489819
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Summary: X-link: facebookresearch/FBGEMM#1288 Design doc: https://docs.google.com/document/d/149LdAEHOLP7ei4hwVVkAFXGa4N9uLs1J7efxfBZp3dY/edit?tab=t.0#heading=h.49t3yfaqmt54 Context: We are enabling the usage of rocksDB checkpoint feature in KVTensorWrapper. This allows us to create checkpoints of the embedding tables in SSD. Later, these checkpoints are used by the checkpointing component to create a checkpoint and upload it it to the manifold In this diff: We are adding all the helper functions to create folder structures in SSDs for storing the rocksDB checkpoints Reviewed By: duduyi2013 Differential Revision: D75489819
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Summary: X-link: facebookresearch/FBGEMM#1288 Design doc: https://docs.google.com/document/d/149LdAEHOLP7ei4hwVVkAFXGa4N9uLs1J7efxfBZp3dY/edit?tab=t.0#heading=h.49t3yfaqmt54 Context: We are enabling the usage of rocksDB checkpoint feature in KVTensorWrapper. This allows us to create checkpoints of the embedding tables in SSD. Later, these checkpoints are used by the checkpointing component to create a checkpoint and upload it it to the manifold In this diff: We are adding all the helper functions to create folder structures in SSDs for storing the rocksDB checkpoints Reviewed By: duduyi2013 Differential Revision: D75489819
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Summary: X-link: facebookresearch/FBGEMM#1288 Design doc: https://docs.google.com/document/d/149LdAEHOLP7ei4hwVVkAFXGa4N9uLs1J7efxfBZp3dY/edit?tab=t.0#heading=h.49t3yfaqmt54 Context: We are enabling the usage of rocksDB checkpoint feature in KVTensorWrapper. This allows us to create checkpoints of the embedding tables in SSD. Later, these checkpoints are used by the checkpointing component to create a checkpoint and upload it it to the manifold In this diff: We are adding all the helper functions to create folder structures in SSDs for storing the rocksDB checkpoints Reviewed By: duduyi2013 Differential Revision: D75489819
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Summary: X-link: facebookresearch/FBGEMM#1288 Design doc: https://docs.google.com/document/d/149LdAEHOLP7ei4hwVVkAFXGa4N9uLs1J7efxfBZp3dY/edit?tab=t.0#heading=h.49t3yfaqmt54 Context: We are enabling the usage of rocksDB checkpoint feature in KVTensorWrapper. This allows us to create checkpoints of the embedding tables in SSD. Later, these checkpoints are used by the checkpointing component to create a checkpoint and upload it it to the manifold In this diff: We are adding all the helper functions to create folder structures in SSDs for storing the rocksDB checkpoints Reviewed By: duduyi2013 Differential Revision: D75489819
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Summary: Pull Request resolved: pytorch#4213 X-link: facebookresearch/FBGEMM#1288 Design doc: https://docs.google.com/document/d/149LdAEHOLP7ei4hwVVkAFXGa4N9uLs1J7efxfBZp3dY/edit?tab=t.0#heading=h.49t3yfaqmt54 Context: We are enabling the usage of rocksDB checkpoint feature in KVTensorWrapper. This allows us to create checkpoints of the embedding tables in SSD. Later, these checkpoints are used by the checkpointing component to create a checkpoint and upload it it to the manifold In this diff: We are adding all the helper functions to create folder structures in SSDs for storing the rocksDB checkpoints Reviewed By: duduyi2013 Differential Revision: D75489819
Summary: Pull Request resolved: pytorch#4213 X-link: facebookresearch/FBGEMM#1288 Design doc: https://docs.google.com/document/d/149LdAEHOLP7ei4hwVVkAFXGa4N9uLs1J7efxfBZp3dY/edit?tab=t.0#heading=h.49t3yfaqmt54 Context: We are enabling the usage of rocksDB checkpoint feature in KVTensorWrapper. This allows us to create checkpoints of the embedding tables in SSD. Later, these checkpoints are used by the checkpointing component to create a checkpoint and upload it it to the manifold In this diff: We are adding all the helper functions to create folder structures in SSDs for storing the rocksDB checkpoints Reviewed By: duduyi2013 Differential Revision: D75489819
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Summary:
Design doc: https://docs.google.com/document/d/149LdAEHOLP7ei4hwVVkAFXGa4N9uLs1J7efxfBZp3dY/edit?tab=t.0#heading=h.49t3yfaqmt54
Context:
We are enabling the usage of rocksDB checkpoint feature in KVTensorWrapper. This allows us to create checkpoints of the embedding tables in SSD. Later, these checkpoints are used by the checkpointing component to create a checkpoint and upload it it to the manifold
In this diff:
We are adding all the helper functions to create folder structures in SSDs for storing the rocksDB checkpoints
Differential Revision: D75489819