Some Shape Related Fusions #19832
Merged
Some Shape Related Fusions #19832
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
tianleiwu
reviewed
Mar 8, 2024
tianleiwu
reviewed
Mar 8, 2024
tianleiwu
reviewed
Mar 8, 2024
zhijxu-MS
previously approved these changes
Mar 11, 2024
zhijxu-MS
approved these changes
Mar 12, 2024
mszhanyi
added a commit
that referenced
this pull request
Jun 27, 2024
### Description
### Motivation and Context
The pipeline is green even Llama2 parity_check fails.
The PR should be merged after the below exception is solved.
'''
2024-06-25 03:49:43.621298481 [E:onnxruntime:,
sequential_executor.cc:514 ExecuteKernel] Non-zero status code returned
while running Expand node. Name:'/model/Expand' Status Message:
/model/Expand: left operand cannot broadcast on dim 3 LeftShape:
{1,1,9,9}, RightShape: {2,1,9,17}
An error occurred while verifying parity: Error in execution: Non-zero
status code returned while running Expand node. Name:'/model/Expand'
Status Message: /model/Expand: left operand cannot broadcast on dim 3
LeftShape: {1,1,9,9}, RightShape: {2,1,9,17}
Traceback (most recent call last):
File
"/workspace/onnxruntime/python/tools/transformers/models/llama/convert_to_onnx.py",
line 1043, in main
parity_check(parity_cmd)
File
"/workspace/onnxruntime/python/tools/transformers/models/llama/llama_parity.py",
line 298, in main
verify_parity(args, location, use_auth_token, kv_cache_ortvalues,
pytorch_model=llama, config=config)
File
"/workspace/onnxruntime/python/tools/transformers/models/llama/llama_parity.py",
line 137, in verify_parity
ort_model.run_with_iobinding(io_binding)
File
"/home/onnxruntimedev/.local/lib/python3.8/site-packages/onnxruntime/capi/onnxruntime_inference_collection.py",
line 331, in run_with_iobinding
self._sess.run_with_iobinding(iobinding._iobinding, run_options)
RuntimeError: Error in execution: Non-zero status code returned while
running Expand node. Name:'/model/Expand' Status Message: /model/Expand:
left operand cannot broadcast on dim 3 LeftShape: {1,1,9,9}, RightShape:
{2,1,9,17}
'''
The exception looks caused by #19832
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
This PR adds below shape related fusions, which is helpful for some transformer models: