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Add pre-trained embeddings support to T4Rec input blocks

area/pytorch

enhancementNew feature or requestNew feature or request

Status: Merged (completed).

NVIDIA-Merlin/Transformers4Recnumber 690

#690 In NVIDIA-Merlin/Transformers4Rec;

· by sararb was closed on Jun 8, 2023

adding ops-bot yaml file

ci

Status: Merged (completed).

NVIDIA-Merlin/Transformers4Recnumber 708

#708 In NVIDIA-Merlin/Transformers4Rec;

· by jperez999 was closed on May 23, 2023

Remove start_index from Categorify op

choreMaintenance for the repositoryMaintenance for the repository

examples

Status: Merged (completed).

NVIDIA-Merlin/Transformers4Recnumber 714

#714 In NVIDIA-Merlin/Transformers4Rec;

· by rnyak was closed on Jun 6, 2023

Extend LD_LIBRARY_PATH with pytorch directory

ci

Status: Merged (completed).

NVIDIA-Merlin/Transformers4Recnumber 717

#717 In NVIDIA-Merlin/Transformers4Rec;

· by oliverholworthy was closed on Jun 8, 2023

Remove unused features from sequence testing data

ci

Status: Merged (completed).

NVIDIA-Merlin/Transformers4Recnumber 712

#712 In NVIDIA-Merlin/Transformers4Rec;

· by oliverholworthy was closed on Jun 1, 2023

Add missing docstrings

documentationImprovements or additions to documentationImprovements or additions to documentation

enhancementNew feature or requestNew feature or request

Status: Merged (completed).

NVIDIA-Merlin/Transformers4Recnumber 706

#706 In NVIDIA-Merlin/Transformers4Rec;

· by sararb was closed on Jun 8, 2023

Add pytorch backend path to LD_LIBRARY_PATH in integration test env

ci

Status: Merged (completed).

NVIDIA-Merlin/Transformers4Recnumber 715

#715 In NVIDIA-Merlin/Transformers4Rec;

· by oliverholworthy was closed on Jun 7, 2023

Fixed OOM issues when evaluating/predicting

breakingBreaking changeBreaking change

bugSomething isn't workingSomething isn't working

Status: Merged (completed).

NVIDIA-Merlin/Transformers4Recnumber 721

#721 In NVIDIA-Merlin/Transformers4Rec;

· by gabrielspmoreira was closed on Jun 14, 2023

Fixes on RecallAt metric for cut-off 1 and for scalar cut-off

bugSomething isn't workingSomething isn't working

Status: Merged (completed).

NVIDIA-Merlin/Transformers4Recnumber 720

#720 In NVIDIA-Merlin/Transformers4Rec;

· by gabrielspmoreira was closed on Jun 14, 2023

[Task] Support pre-trained vector embeddings as input features

Status: Closed (completed).

#485 In NVIDIA-Merlin/Transformers4Rec;

· by sararb was closed on Jun 20, 2023

Evaluate the transforms that happen to an embedding after it's pulled from the embedding table so that pretrained embeddings can be processed in the same way.

Status: Closed (completed).

#500 In NVIDIA-Merlin/Transformers4Rec;

· by viswa-nvidia was closed on Jun 20, 2023

Example of dataloading pretrained embeddings in Transformers4Rec

examples

Status: Closed (completed).

#501 In NVIDIA-Merlin/Transformers4Rec;

· by viswa-nvidia was closed on Jul 2, 2024

[BUG] getting OutOfMemoryError: CUDA out of memory from trainer.evaluate step in merlin-pytorch 23.04

bugSomething isn't workingSomething isn't working

P0

Status: Closed (completed).

#693 In NVIDIA-Merlin/Transformers4Rec;

· by rnyak was closed on Jun 14, 2023

[BUG] Recall@1 higher than Recall@5 and Recall@10

bugSomething isn't workingSomething isn't working

P1

Status: Closed (completed).

#700 In NVIDIA-Merlin/Transformers4Rec;

· by petruzzellialessandro was closed on Jun 14, 2023

Pre-trained embeddings support: Set the models schema from the dataloader output schema

Status: Closed (completed).

#682 In NVIDIA-Merlin/Transformers4Rec;

· by gabrielspmoreira was closed on Jun 20, 2023

Update TabularFeatures to support input from pretrained embeddings, with optional projection

Status: Closed (completed).

#683 In NVIDIA-Merlin/Transformers4Rec;

· by gabrielspmoreira was closed on Jun 8, 2023

Update TabularSequenceFeatures to support input from pretrained embeddings, with optional projection

Status: Closed (completed).

#684 In NVIDIA-Merlin/Transformers4Rec;

· by gabrielspmoreira was closed on Jun 20, 2023

Convert pre-trained embeddings into 2D/3D dense tensor representation

Status: Closed (completed).

#685 In NVIDIA-Merlin/Transformers4Rec;

· by gabrielspmoreira was closed on Jun 20, 2023