Add verbose and optimization args for parity tests (Gelu, Layernorm, … #8
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microsoft#14739) …GPT_Attention) Some EPs require that onnxruntime and optimum optimizations are turned off in order to run correctly. Allowing this option during test runs allows the EP and library to perform their own optimization and be more representative of actual use case conditions. Important for EPs like MIGraphX which require optimizations to be offer for certain operations <!-- Describe your changes. --> Allow flags to turn off optimizations and add verbose output to confirm which EP is being used for the inference run and validate fallbacks <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. --> Related to: microsoft#14702 & microsoft#14700 --------- Signed-off-by: Ted Themistokleous <[email protected]> Co-authored-by: Ted Themistokleous <[email protected]>
groenenboomj
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Sep 26, 2023
### Description
Release OrtEnv before main function returns. Before this change, OrtEnv
is deleted when C/C++ runtime destructs all global variables in ONNX
Runtime's core framework.
The callstack is like this:
```
* frame #0: 0x00007fffee39f5a6 libonnxruntime.so.1.16.0`onnxruntime::Environment::~Environment(this=0x00007fffee39fbf2) at environment.h:20:7
frame #1: 0x00007fffee39f614 libonnxruntime.so.1.16.0`std::default_delete<onnxruntime::Environment>::operator()(this=0x00007ffff4c30e50, __ptr=0x0000000005404b00) const at unique_ptr.h:85:2
frame #2: 0x00007fffee39edca libonnxruntime.so.1.16.0`std::unique_ptr<onnxruntime::Environment, std::default_delete<onnxruntime::Environment>>::~unique_ptr(this=0x5404b00) at unique_ptr.h:361:17
frame #3: 0x00007fffee39e2ab libonnxruntime.so.1.16.0`OrtEnv::~OrtEnv(this=0x00007ffff4c30e50) at ort_env.cc:43:1
frame #4: 0x00007fffee39fa96 libonnxruntime.so.1.16.0`std::default_delete<OrtEnv>::operator()(this=0x00007fffefff8f78, __ptr=0x00007ffff4c30e50) const at unique_ptr.h:85:2
frame #5: 0x00007fffee39f394 libonnxruntime.so.1.16.0`std::unique_ptr<OrtEnv, std::default_delete<OrtEnv>>::~unique_ptr(this=0x7ffff4c30e50) at unique_ptr.h:361:17
frame #6: 0x00007ffff78574b5 libc.so.6`__run_exit_handlers + 261
frame #7: 0x00007ffff7857630 libc.so.6`exit + 32
frame #8: 0x00007ffff783feb7 libc.so.6`__libc_start_call_main + 135
frame #9: 0x00007ffff783ff60 libc.so.6`__libc_start_main@@GLIBC_2.34 + 128
frame #10: 0x0000000000abbdee node`_start + 46
```
After this change, OrtEnv will be deleted before the main function
returns and nodejs is still alive.
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…… (microsoft#14739)
…GPT_Attention)
Some EPs require that onnxruntime and optimum optimizations are turned off in order to run correctly. Allowing this option during test runs allows the EP and library to perform their own optimization and be more representative of actual use case conditions.
Important for EPs like MIGraphX which require optimizations to be offer for certain operations
Allow flags to turn off optimizations and add verbose output to confirm which EP is being used for the inference run and validate fallbacks
Related to: microsoft#14702 & microsoft#14700
Description
Motivation and Context