Skip to content

Implement DepthToSpace uint8_t and Enable DropQDQNodesRules#23029

Closed
yihonglyu wants to merge 5 commits intomainfrom
yilyu/depth-space-u8
Closed

Implement DepthToSpace uint8_t and Enable DropQDQNodesRules#23029
yihonglyu wants to merge 5 commits intomainfrom
yilyu/depth-space-u8

Conversation

@yihonglyu
Copy link
Contributor

@yihonglyu yihonglyu commented Dec 5, 2024

Description

  • Implemented the DepthToSpace uint8_t kernel.
  • Enabled DropQDQNodesRules for DepthToSpace.
  • Added unit tests for the DepthToSpace uint8_t kernel.

Motivation and Context

This commit aims to enhance the performance of the Image Super-Resolution INT8 Model (RFDN). Specifically, it improves the Inference Per Second (IPS) by 25%, providing a significant boost in efficiency and speed.

@yihonglyu yihonglyu force-pushed the yilyu/depth-space-u8 branch from f020f6c to e00b426 Compare December 12, 2024 09:14
@yihonglyu yihonglyu requested a review from a team January 1, 2025 23:44
@justinchuby justinchuby requested a review from Copilot January 6, 2025 07:13
Copy link
Contributor

Copilot AI left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Copilot reviewed 1 out of 5 changed files in this pull request and generated no comments.

Files not reviewed (4)
  • onnxruntime/core/optimizer/qdq_transformer/selectors_actions/qdq_selector_action_transformer.cc: Language not supported
  • onnxruntime/core/providers/cpu/tensor/space_depth_ops.cc: Language not supported
  • onnxruntime/test/providers/cpu/tensor/space_depth_ops_test.cc: Language not supported
  • onnxruntime/test/providers/provider_test_utils.h: Language not supported

@yihonglyu
Copy link
Contributor Author

/azp run Win_TRT_Minimal_CUDA_Test_CI

@azure-pipelines
Copy link

No pipelines are associated with this pull request.

@yihonglyu yihonglyu force-pushed the yilyu/depth-space-u8 branch from 670b523 to 8a6e540 Compare January 10, 2025 06:32
@yihonglyu yihonglyu closed this Jan 14, 2025
@yihonglyu yihonglyu deleted the yilyu/depth-space-u8 branch January 16, 2025 03:24
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants