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@aliafzal aliafzal commented Nov 1, 2025

Summary:
This diff introduces a new RawIdTracker class that extends TorchRec's model delta tracking infra to capture and track raw hash identities from MCC modules during training. This is specifically required for tracking raw ids for MPZCH tables.

internal
This is needed to support MPZCH modules for Raw embedding streaming.
Mode details :
https://docs.google.com/document/d/1KEHwiXKLgXwRIdDFBYopjX3OiP3mRLM24Qkbiiu-TgE/edit?tab=t.0#bookmark=id.lhhgee2cs6ld

Differential Revision: D84920167

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meta-codesync bot commented Nov 1, 2025

@aliafzal has exported this pull request. If you are a Meta employee, you can view the originating Diff in D84920167.

@meta-cla meta-cla bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Nov 1, 2025
aliafzal added a commit to aliafzal/torchrec that referenced this pull request Nov 1, 2025
…eta-pytorch#3501)

Summary:

This diff introduces a new `RawIdTracker` class that extends TorchRec's model delta tracking infra to capture and track raw hash identities from MCC  modules during training. This is specifically required for tracking raw ids for MPZCH tables. 

internal 
This is needed to support MPZCH modules for Raw embedding streaming. 
Mode details : 
https://docs.google.com/document/d/1KEHwiXKLgXwRIdDFBYopjX3OiP3mRLM24Qkbiiu-TgE/edit?tab=t.0#bookmark=id.lhhgee2cs6ld

Differential Revision: D84920167
aliafzal added a commit to aliafzal/torchrec that referenced this pull request Nov 3, 2025
…eta-pytorch#3501)

Summary:

This diff introduces a new `RawIdTracker` class that extends TorchRec's model delta tracking infra to capture and track raw hash identities from MCC  modules during training. This is specifically required for tracking raw ids for MPZCH tables.

internal
This is needed to support MPZCH modules for Raw embedding streaming.
Mode details :
https://docs.google.com/document/d/1KEHwiXKLgXwRIdDFBYopjX3OiP3mRLM24Qkbiiu-TgE/edit?tab=t.0#bookmark=id.lhhgee2cs6ld

Differential Revision: D84920167
aliafzal added a commit to aliafzal/torchrec that referenced this pull request Nov 3, 2025
…eta-pytorch#3501)

Summary:

This diff introduces a new `RawIdTracker` class that extends TorchRec's model delta tracking infra to capture and track raw hash identities from MCC  modules during training. This is specifically required for tracking raw ids for MPZCH tables.

internal
This is needed to support MPZCH modules for Raw embedding streaming.
Mode details :
https://docs.google.com/document/d/1KEHwiXKLgXwRIdDFBYopjX3OiP3mRLM24Qkbiiu-TgE/edit?tab=t.0#bookmark=id.lhhgee2cs6ld

Differential Revision: D84920167
aliafzal added a commit to aliafzal/torchrec that referenced this pull request Nov 3, 2025
…eta-pytorch#3501)

Summary:

This diff introduces a new `RawIdTracker` class that extends TorchRec's model delta tracking infra to capture and track raw hash identities from MCC  modules during training. This is specifically required for tracking raw ids for MPZCH tables.

internal
This is needed to support MPZCH modules for Raw embedding streaming.
Mode details :
https://docs.google.com/document/d/1KEHwiXKLgXwRIdDFBYopjX3OiP3mRLM24Qkbiiu-TgE/edit?tab=t.0#bookmark=id.lhhgee2cs6ld

Differential Revision: D84920167
@aliafzal aliafzal force-pushed the export-D84920167 branch 3 times, most recently from d6dbdad to d2c9c17 Compare November 3, 2025 15:43
aliafzal added a commit to aliafzal/torchrec that referenced this pull request Nov 3, 2025
…eta-pytorch#3501)

Summary:

This diff introduces a new `RawIdTracker` class that extends TorchRec's model delta tracking infra to capture and track raw hash identities from MCC  modules during training. This is specifically required for tracking raw ids for MPZCH tables.

internal
This is needed to support MPZCH modules for Raw embedding streaming.
Mode details :
https://docs.google.com/document/d/1KEHwiXKLgXwRIdDFBYopjX3OiP3mRLM24Qkbiiu-TgE/edit?tab=t.0#bookmark=id.lhhgee2cs6ld

Differential Revision: D84920167
aliafzal added a commit to aliafzal/torchrec that referenced this pull request Nov 3, 2025
…eta-pytorch#3501)

Summary:

This diff introduces a new `RawIdTracker` class that extends TorchRec's model delta tracking infra to capture and track raw hash identities from MCC  modules during training. This is specifically required for tracking raw ids for MPZCH tables.

internal
This is needed to support MPZCH modules for Raw embedding streaming.
Mode details :
https://docs.google.com/document/d/1KEHwiXKLgXwRIdDFBYopjX3OiP3mRLM24Qkbiiu-TgE/edit?tab=t.0#bookmark=id.lhhgee2cs6ld

Differential Revision: D84920167
aliafzal pushed a commit to aliafzal/torchrec that referenced this pull request Nov 3, 2025
…eta-pytorch#3501)

Summary:
Pull Request resolved: meta-pytorch#3501

This diff introduces a new `RawIdTracker` class that extends TorchRec's model delta tracking infra to capture and track raw hash identities from MCC  modules during training. This is specifically required for tracking raw ids for MPZCH tables.

internal
This is needed to support MPZCH modules for Raw embedding streaming.
Mode details :
https://docs.google.com/document/d/1KEHwiXKLgXwRIdDFBYopjX3OiP3mRLM24Qkbiiu-TgE/edit?tab=t.0#bookmark=id.lhhgee2cs6ld

Differential Revision: D84920167
aliafzal added a commit to aliafzal/torchrec that referenced this pull request Nov 3, 2025
…eta-pytorch#3501)

Summary:

This diff introduces a new `RawIdTracker` class that extends TorchRec's model delta tracking infra to capture and track raw hash identities from MCC  modules during training. This is specifically required for tracking raw ids for MPZCH tables.

internal
This is needed to support MPZCH modules for Raw embedding streaming.
Mode details :
https://docs.google.com/document/d/1KEHwiXKLgXwRIdDFBYopjX3OiP3mRLM24Qkbiiu-TgE/edit?tab=t.0#bookmark=id.lhhgee2cs6ld

Differential Revision: D84920167
aliafzal added a commit to aliafzal/torchrec that referenced this pull request Nov 3, 2025
…eta-pytorch#3501)

Summary:

This diff introduces a new `RawIdTracker` class that extends TorchRec's model delta tracking infra to capture and track raw hash identities from MCC  modules during training. This is specifically required for tracking raw ids for MPZCH tables.

internal
This is needed to support MPZCH modules for Raw embedding streaming.
Mode details :
https://docs.google.com/document/d/1KEHwiXKLgXwRIdDFBYopjX3OiP3mRLM24Qkbiiu-TgE/edit?tab=t.0#bookmark=id.lhhgee2cs6ld

Differential Revision: D84920167
aliafzal added a commit to aliafzal/torchrec that referenced this pull request Nov 3, 2025
…eta-pytorch#3501)

Summary:

This diff introduces a new `RawIdTracker` class that extends TorchRec's model delta tracking infra to capture and track raw hash identities from MCC  modules during training. This is specifically required for tracking raw ids for MPZCH tables.

internal
This is needed to support MPZCH modules for Raw embedding streaming.
Mode details :
https://docs.google.com/document/d/1KEHwiXKLgXwRIdDFBYopjX3OiP3mRLM24Qkbiiu-TgE/edit?tab=t.0#bookmark=id.lhhgee2cs6ld

Differential Revision: D84920167
aliafzal added a commit to aliafzal/torchrec that referenced this pull request Nov 4, 2025
…eta-pytorch#3501)

Summary:
Pull Request resolved: meta-pytorch#3501

This diff introduces a new `RawIdTracker` class that extends TorchRec's model delta tracking infra to capture and track raw hash identities from MCC  modules during training. This is specifically required for tracking raw ids for MPZCH tables.

internal
This is needed to support MPZCH modules for Raw embedding streaming.
Mode details :
https://docs.google.com/document/d/1KEHwiXKLgXwRIdDFBYopjX3OiP3mRLM24Qkbiiu-TgE/edit?tab=t.0#bookmark=id.lhhgee2cs6ld

Differential Revision: D84920167
…eta-pytorch#3501)

Summary:

This diff introduces a new `RawIdTracker` class that extends TorchRec's model delta tracking infra to capture and track raw hash identities from MCC  modules during training. This is specifically required for tracking raw ids for MPZCH tables.

internal
This is needed to support MPZCH modules for Raw embedding streaming.
Mode details :
https://docs.google.com/document/d/1KEHwiXKLgXwRIdDFBYopjX3OiP3mRLM24Qkbiiu-TgE/edit?tab=t.0#bookmark=id.lhhgee2cs6ld

Differential Revision: D84920167
aliafzal added a commit to aliafzal/torchrec that referenced this pull request Nov 4, 2025
…eta-pytorch#3501)

Summary:

This diff introduces a new `RawIdTracker` class that extends TorchRec's model delta tracking infra to capture and track raw hash identities from MCC  modules during training. This is specifically required for tracking raw ids for MPZCH tables.

internal
This is needed to support MPZCH modules for Raw embedding streaming.
Mode details :
https://docs.google.com/document/d/1KEHwiXKLgXwRIdDFBYopjX3OiP3mRLM24Qkbiiu-TgE/edit?tab=t.0#bookmark=id.lhhgee2cs6ld

Differential Revision: D84920167
aliafzal added a commit to aliafzal/torchrec that referenced this pull request Nov 4, 2025
…eta-pytorch#3501)

Summary:

This diff introduces a new `RawIdTracker` class that extends TorchRec's model delta tracking infra to capture and track raw hash identities from MCC  modules during training. This is specifically required for tracking raw ids for MPZCH tables.

internal
This is needed to support MPZCH modules for Raw embedding streaming.
Mode details :
https://docs.google.com/document/d/1KEHwiXKLgXwRIdDFBYopjX3OiP3mRLM24Qkbiiu-TgE/edit?tab=t.0#bookmark=id.lhhgee2cs6ld

Differential Revision: D84920167
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