Upgrade version to 0.7.10 (#215)

Author: xadupre

CHANGELOGS.rst

@@ -1,6 +1,9 @@
 Change Logs
 ===========
 
+0.7.10
+++++++
+
 0.7.9
 +++++
 

_doc/index.rst

@@ -239,8 +239,8 @@ The function replaces dynamic dimensions defined as strings by
 Older versions
 ==============
 
+* `0.7.10 <../v0.7.10/index.html>`_
 * `0.7.9 <../v0.7.9/index.html>`_
-* `0.7.8 <../v0.7.8/index.html>`_
 * `0.6.3 <../v0.6.3/index.html>`_
 * `0.5.0 <../v0.5.0/index.html>`_
 * `0.4.4 <../v0.4.4/index.html>`_

_scripts/test_backend_onnxruntime.py

@@ -50,6 +50,8 @@ def run(self, inputs, **kwargs):
 class OnnxruntimeBackend(onnx.backend.base.Backend):
     @classmethod
     def is_compatible(cls, model) -> bool:
+        # Not compatible with backend?
+        # model.ir_version = 11
         return all(not (d.domain == "" and d.version > ORT_OPSET) for d in model.opset_import)
 
     @classmethod
@@ -98,10 +100,12 @@ def run_node(cls, node, inputs, device=None, outputs_info=None, **kwargs):
 dft_atol = 1e-3
 stft_atol = 1e-4
 ql_atol = 1e-5
+fp16_atol = 1e-3
 backend_test = onnx.backend.test.BackendTest(
     OnnxruntimeBackend,
     __name__,
     test_kwargs={
+        "test_attention_4d_fp16": {"atol": fp16_atol},
         "test_dft": {"atol": dft_atol, "rtol": numpy.inf},
         "test_dft_axis": {"atol": dft_atol, "rtol": numpy.inf},
         "test_dft_axis_opset19": {"atol": dft_atol, "rtol": numpy.inf},
@@ -148,6 +152,7 @@ def run_node(cls, node, inputs, device=None, outputs_info=None, **kwargs):
     unexpected_successes = len(res.result.unexpectedSuccesses)
     expected_failures = len(res.result.expectedFailures)
     print("---------------------------------")
+    print(f"ORT_OPSET={ORT_OPSET}")
     print(
         f"tests_run={tests_run} errors={errors} skipped={skipped} "
         f"unexpected_successes={unexpected_successes} "

onnx_diagnostic/__init__.py

@@ -3,5 +3,5 @@
 Functions, classes to dig into a model when this one is right, slow, wrong...
 """
 
-__version__ = "0.7.9"
+__version__ = "0.7.10"
 __author__ = "Xavier Dupré"