[ET-VK][Ops] quantize_per_tensor.tensor variant #12208

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Merged

facebook-github-bot merged 10 commits into gh/ahmtox/36/base from gh/ahmtox/36/head

Jul 14, 2025

Contributor

ahmtox commented Jul 3, 2025 •

edited

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Stack from ghstack (oldest at bottom):

Context

We need a tensor variant for dequantize/quantize operators since that is the expected output of choose_qparams.

Changes

This extends the logic that currently exists to support a tensor variant for scales and zeros.

Differential Revision: D77746136


          [ET-VK][Ops] quantize_per_tensor.tensor variant

6ecf0d1

# Context

We need a tensor variant for dequantize/quantize operators since that is the expected output of choose_qparams.

# Changes

This extends the logic that currently exists to support a tensor variant for scales and zeros.

Differential Revision: [D77746136](https://our.internmc.facebook.com/intern/diff/D77746136/)

[ghstack-poisoned]

ahmtox requested a review from SS-JIA as a code owner

July 3, 2025 18:17

pytorch-bot bot commented Jul 3, 2025 •

edited

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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/12208

📄 Preview Python docs built from this PR

Note: Links to docs will display an error until the docs builds have been completed.

❌ 1 New Failure

As of commit 36ec434 with merge base 1540659 ():

NEW FAILURE - The following job has failed:

pull / test-eval_llama-mmlu-linux / linux-job (gh)
RuntimeError: Command docker exec -t 6bcc3413c4af48fc95f079c7df761c21f882102b38e396686ab40f6c1b929318 /exec failed with exit code 1

This comment was automatically generated by Dr. CI and updates every 15 minutes.

This was referenced Jul 3, 2025

[ET-VK][Ops] aligning Q/DQ/CQP op inputs with ATen impl #12199

Merged

[ET-VK][ez][Ops] registering Q/DQ/CQP ops and specifying optimal storage #12200

Merged

[ET-VK][ez] enabling fp64->fp32 converison for vulkan compatibility #12201

Merged

[ET-VK] lowering ExecuTorch tensor dtype for Vulkan tensor dtype to enable 64bit #12202

Open

[ET] correcting cpu ref quantize_per_channel logic to align with ATen #12203

Merged

[ET-VK][Ops] quantize_per_channel reference impl and testing #12204

Merged

[ET-VK][Ops] quantize_per_channel shaders and impl #12205

Merged

[ET-VK][Ops] dequantize_per_channel reference impl and testing #12206

Merged

[ET-VK][Ops] dequantize_per_channel shaders and impl #12207

Merged

[ET-VK][Ops] dequantize_per_tensor.tensor variant #12209

Merged

[ET-VK][testing] Q/DQ/CQP op comprehensive delegate dynamic quantization testing #12210

Merged

github-actions bot commented Jul 3, 2025

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facebook-github-bot added the CLA Signed label

Contributor

facebook-github-bot commented Jul 3, 2025

This pull request was exported from Phabricator. Differential Revision: D77746136


          Update on "[ET-VK][Ops] quantize_per_tensor.tensor variant"

bc81c88

# Context

We need a tensor variant for dequantize/quantize operators since that is the expected output of choose_qparams.

# Changes

This extends the logic that currently exists to support a tensor variant for scales and zeros.

Differential Revision: [D77746136](https://our.internmc.facebook.com/intern/diff/D77746136/)

[ghstack-poisoned]

facebook-github-bot added the fb-exported label

Contributor

facebook-github-bot commented Jul 3, 2025

This pull request was exported from Phabricator. Differential Revision: D77746136


          Update on "[ET-VK][Ops] quantize_per_tensor.tensor variant"

e377329

# Context

We need a tensor variant for dequantize/quantize operators since that is the expected output of choose_qparams.

# Changes

This extends the logic that currently exists to support a tensor variant for scales and zeros.

Differential Revision: [D77746136](https://our.internmc.facebook.com/intern/diff/D77746136/)

[ghstack-poisoned]

Contributor

facebook-github-bot commented Jul 7, 2025

This pull request was exported from Phabricator. Differential Revision: D77746136


          Update on "[ET-VK][Ops] quantize_per_tensor.tensor variant"

e4fb4e6

# Context

We need a tensor variant for dequantize/quantize operators since that is the expected output of choose_qparams.

# Changes

This extends the logic that currently exists to support a tensor variant for scales and zeros.

Differential Revision: [D77746136](https://our.internmc.facebook.com/intern/diff/D77746136/)

[ghstack-poisoned]

ahmtox mentioned this pull request

[ET-VK][Ops] affine quantization operators registration #12369

Merged

Contributor

facebook-github-bot commented Jul 10, 2025

This pull request was exported from Phabricator. Differential Revision: D77746136

SS-JIA approved these changes

View reviewed changes


          Update on "[ET-VK][Ops] quantize_per_tensor.tensor variant"

3657fda

# Context

We need a tensor variant for dequantize/quantize operators since that is the expected output of choose_qparams.

# Changes

This extends the logic that currently exists to support a tensor variant for scales and zeros.

Differential Revision: [D77746136](https://our.internmc.facebook.com/intern/diff/D77746136/)

[ghstack-poisoned]

Contributor

facebook-github-bot commented Jul 11, 2025

This pull request was exported from Phabricator. Differential Revision: D77746136


          Update on "[ET-VK][Ops] quantize_per_tensor.tensor variant"

15a0252

# Context

We need a tensor variant for dequantize/quantize operators since that is the expected output of choose_qparams.

# Changes

This extends the logic that currently exists to support a tensor variant for scales and zeros.

Differential Revision: [D77746136](https://our.internmc.facebook.com/intern/diff/D77746136/)

[ghstack-poisoned]

Contributor

facebook-github-bot commented Jul 11, 2025

This pull request was exported from Phabricator. Differential Revision: D77746136


          Update on "[ET-VK][Ops] quantize_per_tensor.tensor variant"

61439a5

# Context

We need a tensor variant for dequantize/quantize operators since that is the expected output of choose_qparams.

# Changes

This extends the logic that currently exists to support a tensor variant for scales and zeros.

Differential Revision: [D77746136](https://our.internmc.facebook.com/intern/diff/D77746136/)

[ghstack-poisoned]

Contributor

facebook-github-bot commented Jul 11, 2025

This pull request was exported from Phabricator. Differential Revision: D77746136


          Update on "[ET-VK][Ops] quantize_per_tensor.tensor variant"

1ef86d8

# Context

We need a tensor variant for dequantize/quantize operators since that is the expected output of choose_qparams.

# Changes

This extends the logic that currently exists to support a tensor variant for scales and zeros.

Differential Revision: [D77746136](https://our.internmc.facebook.com/intern/diff/D77746136/)

[ghstack-poisoned]

Contributor

facebook-github-bot commented Jul 11, 2025

This pull request was exported from Phabricator. Differential Revision: D77746136


          Update on "[ET-VK][Ops] quantize_per_tensor.tensor variant"

1566f7a

# Context

We need a tensor variant for dequantize/quantize operators since that is the expected output of choose_qparams.

# Changes

This extends the logic that currently exists to support a tensor variant for scales and zeros.

Differential Revision: [D77746136](https://our.internmc.facebook.com/intern/diff/D77746136/)

[ghstack-poisoned]

Contributor

facebook-github-bot commented Jul 11, 2025

This pull request was exported from Phabricator. Differential Revision: D77746136


          Update on "[ET-VK][Ops] quantize_per_tensor.tensor variant"

36ec434

# Context

We need a tensor variant for dequantize/quantize operators since that is the expected output of choose_qparams.

# Changes

This extends the logic that currently exists to support a tensor variant for scales and zeros.

Differential Revision: [D77746136](https://our.internmc.facebook.com/intern/diff/D77746136/)

[ghstack-poisoned]

Contributor

facebook-github-bot commented Jul 14, 2025

This pull request was exported from Phabricator. Differential Revision: D77746136

facebook-github-bot merged commit 87b2d64 into gh/ahmtox/36/base

98 of 100 checks passed

facebook-github-bot deleted the gh/ahmtox/36/head branch

July 14, 2025 14:58

facebook-github-bot temporarily deployed to cherry-pick-bot

July 14, 2025 14:58

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pytorchbot mentioned this pull request

[ET-VK][Ops] quantize_per_tensor.tensor variant #12436

Merged

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