Added the testcase for parsing resize when input and output shapes are same #4161
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Pull Request Overview
This PR adds a new test case for the ONNX Resize operator when input and output shapes are the same. The test verifies that the ONNX parser correctly handles resize operations where no actual resizing occurs.
- Adds a new C++ test case that creates an expected program structure for same input/output shape resize operations
- Adds a Python function to generate the corresponding ONNX test file with a Resize node using linear interpolation and half_pixel coordinate transformation
Reviewed Changes
Copilot reviewed 2 out of 3 changed files in this pull request and generated 3 comments.
| File | Description |
|---|---|
| test/onnx/parse/resize_with_same_inout_shapes_test.cpp | New C++ test case that defines the expected migraphx program structure for resize operations with identical input/output shapes |
| test/onnx/gen_onnx.py | Adds Python function to generate ONNX test file with Resize node configuration for same input/output shapes scenario |
Co-authored-by: Copilot <[email protected]>
TedThemistokleous
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pfultz2
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TedThemistokleous
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Codecov ReportAll modified and coverable lines are covered by tests ✅ Additional details and impacted files@@ Coverage Diff @@
## develop #4161 +/- ##
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Coverage 92.24% 92.24%
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Files 548 548
Lines 25188 25188
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+ Hits 23233 23234 +1
+ Misses 1955 1954 -1 🚀 New features to boost your workflow:
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This build is not recommended to merge 🔴 |
❌bert-mrpc-tf: ERROR - check error outputerror: unknown warning option '-Wnrvo' [-Werror,-Wunknown-warning-option]error: unknown warning option '-Wnrvo' [-Werror,-Wunknown-warning-option] 2025-07-23 18:19:14.438281: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations. To enable the following instructions: SSE3 SSE4.1 SSE4.2 AVX AVX2 FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. WARNING: All log messages before absl::InitializeLog() is called are written to STDERR I0000 00:00:1753312759.841908 184620 gpu_device.cc:2022] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 61729 MB memory: -> device: 0, name: AMD Instinct MI250X/MI250, pci bus id: 0000:32:00.0 WARNING: All log messages before absl::InitializeLog() is called are written to STDERR I0000 00:00:1753312760.703047 184620 mlir_graph_optimization_pass.cc:401] MLIR V1 optimization pass is not enabled 2025-07-23 18:19:29.322514: E external/local_xla/xla/service/gpu/llvm_gpu_backend/gpu_backend_lib.cc:250] bitcode module is required by this HLO module but was not found at ./opencl.bc 2025-07-23 18:19:29.322559: E external/local_xla/xla/service/gpu/llvm_gpu_backend/gpu_backend_lib.cc:250] bitcode module is required by this HLO module but was not found at ./opencl.bc 2025-07-23 18:19:29.322713: E external/local_xla/xla/service/gpu/llvm_gpu_backend/gpu_backend_lib.cc:250] bitcode module is required by this HLO module but was not found at ./opencl.bc 2025-07-23 18:19:29.322742: E external/local_xla/xla/service/gpu/llvm_gpu_backend/gpu_backend_lib.cc:250] bitcode module is required by this HLO module but was not found at ./opencl.bc 2025-07-23 18:19:29.322782: E external/local_xla/xla/service/gpu/llvm_gpu_backend/gpu_backend_lib.cc:250] bitcode module is required by this HLO module but was not found at ./opencl.bc 2025-07-23 18:19:29.322821: E external/local_xla/xla/service/gpu/llvm_gpu_backend/gpu_backend_lib.cc:250] bitcode module is required by this HLO module but was not found at ./opencl.bc 2025-07-23 18:19:29.322863: E external/local_xla/xla/service/gpu/llvm_gpu_backend/gpu_backend_lib.cc:250] bitcode module is required by this HLO module but was not found at ./opencl.bc 2025-07-23 18:19:29.322906: E external/local_xla/xla/service/gpu/llvm_gpu_backend/gpu_backend_lib.cc:250] bitcode module is required by this HLO module but was not found at ./opencl.bc error: Failure when generating HSACO error: Failure when generating HSACO error: Failure when generating HSACO error: Failure when generating HSACO error: Failure when generating HSACO error: Failure when generating HSACO error: Failure when generating HSACO error: Failure when generating HSACO 2025-07-23 18:19:29.323963: E tensorflow/compiler/mlir/tools/kernel_gen/tf_framework_c_interface.cc:228] INTERNAL: Generating device code failed. 2025-07-23 18:19:29.325053: W tensorflow/core/framework/op_kernel.cc:1829] UNKNOWN: JIT compilation failed. 2025-07-23 18:19:29.325073: I tensorflow/core/framework/local_rendezvous.cc:405] Local rendezvous is aborting with status: UNKNOWN: JIT compilation failed. [[{{node import/bert/embeddings/LayerNorm/moments/SquaredDifference}}]] 2025-07-23 18:19:29.325084: I tensorflow/core/framework/local_rendezvous.cc:405] Local rendezvous is aborting with status: UNKNOWN: JIT compilation failed. [[{{node import/bert/embeddings/LayerNorm/moments/SquaredDifference}}]] [[import/loss/output/_21]] 2025-07-23 18:19:29.325099: I tensorflow/core/framework/local_rendezvous.cc:424] Local rendezvous recv item cancelled. Key hash: 11217777527359497193 Traceback (most recent call last): File "/usr/local/lib/python3.10/dist-packages/tensorflow/python/client/session.py", line 1407, in _do_call return fn(*args) File "/usr/local/lib/python3.10/dist-packages/tensorflow/python/client/session.py", line 1390, in _run_fn return self._call_tf_sessionrun(options, feed_dict, fetch_list, File "/usr/local/lib/python3.10/dist-packages/tensorflow/python/client/session.py", line 1483, in _call_tf_sessionrun return tf_session.TF_SessionRun_wrapper(self._session, options, feed_dict, tensorflow.python.framework.errors_impl.UnknownError: 2 root error(s) found. (0) UNKNOWN: JIT compilation failed. [[{{node import/bert/embeddings/LayerNorm/moments/SquaredDifference}}]] [[import/loss/output/_21]] (1) UNKNOWN: JIT compilation failed. [[{{node import/bert/embeddings/LayerNorm/moments/SquaredDifference}}]] 0 successful operations. 0 derived errors ignored. During handling of the above exception, another exception occurred: Traceback (most recent call last): File "/src/AMDMIGraphX/tools/accuracy/accuracy_checker.py", line 359, in main() File "/src/AMDMIGraphX/tools/accuracy/accuracy_checker.py", line 335, in main y_out = sess.run(y, feed_dict=tf_dict) File "/usr/local/lib/python3.10/dist-packages/tensorflow/python/client/session.py", line 977, in run result = self._run(None, fetches, feed_dict, options_ptr, File "/usr/local/lib/python3.10/dist-packages/tensorflow/python/client/session.py", line 1220, in _run results = self._do_run(handle, final_targets, final_fetches, File "/usr/local/lib/python3.10/dist-packages/tensorflow/python/client/session.py", line 1400, in _do_run return self._do_call(_run_fn, feeds, fetches, targets, options, File "/usr/local/lib/python3.10/dist-packages/tensorflow/python/client/session.py", line 1426, in _do_call raise type(e)(node_def, op, message) # pylint: disable=no-value-for-parameter tensorflow.python.framework.errors_impl.UnknownError: Graph execution error: Detected at node 'import/bert/embeddings/LayerNorm/moments/SquaredDifference' defined at (most recent call last): Node: 'import/bert/embeddings/LayerNorm/moments/SquaredDifference' Detected at node 'import/bert/embeddings/LayerNorm/moments/SquaredDifference' defined at (most recent call last): Node: 'import/bert/embeddings/LayerNorm/moments/SquaredDifference' 2 root error(s) found. (0) UNKNOWN: JIT compilation failed. [[{{node import/bert/embeddings/LayerNorm/moments/SquaredDifference}}]] [[import/loss/output/_21]] (1) UNKNOWN: JIT compilation failed. [[{{node import/bert/embeddings/LayerNorm/moments/SquaredDifference}}]] 0 successful operations. 0 derived errors ignored. Original stack trace for 'import/bert/embeddings/LayerNorm/moments/SquaredDifference': 🔴unet: FAILED: MIGraphX is not within tolerance - check verbose output🔴bert_large_uncased_fp16: FAILED: MIGraphX is not within tolerance - check verbose output🔴mask-rcnn: FAILED: MIGraphX is not within tolerance - check verbose output |
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