diff --git a/easybuild/easyblocks/p/pytorch.py b/easybuild/easyblocks/p/pytorch.py
index fcf264095d4..ec4ee9ad97a 100644
--- a/easybuild/easyblocks/p/pytorch.py
+++ b/easybuild/easyblocks/p/pytorch.py
@@ -40,7 +40,6 @@
 from easybuild.tools.filetools import symlink, apply_regex_substitutions
 from easybuild.tools.modules import get_software_root, get_software_version
 from easybuild.tools.systemtools import POWER, get_cpu_architecture
-from easybuild.tools.utilities import nub
 
 
 class EB_PyTorch(PythonPackage):
@@ -264,17 +263,68 @@ def test_step(self):
         (tests_out, tests_ec) = super(EB_PyTorch, self).test_step(return_output_ec=True)
 
         ran_tests_hits = re.findall(r"^Ran (?P<test_cnt>[0-9]+) tests in", tests_out, re.M)
-        test_cnt = sum(int(hit) for hit in ran_tests_hits)
-
-        failed_tests = nub(re.findall(r"^(?P<test_name>.*) failed!(?: Received signal: \w+)?\s*$", tests_out, re.M))
-        failed_test_cnt = len(failed_tests)
-
-        if failed_test_cnt:
+        test_cnt = 0
+        for hit in ran_tests_hits:
+            test_cnt += int(hit)
+
+        # Get matches to create clear summary report, greps for patterns like:
+        # FAILED (errors=10, skipped=190, expected failures=6)
+        # test_fx failed!
+        regex = r"^Ran (?P<test_cnt>[0-9]+) tests.*$\n\nFAILED \((?P<failure_summary>.*)\)$\n(?:^(?:(?!failed!).)*$\n)*(?P<failed_test_suite_name>.*) failed!$"  # noqa: E501
+        summary_matches = re.findall(regex, tests_out, re.M)
+
+        # Get matches to create clear summary report, greps for patterns like:
+        # ===================== 2 failed, 128 passed, 2 skipped, 2 warnings in 3.43s =====================
+        regex = r"^=+ (?P<failure_summary>.*) in [0-9]+\.*[0-9]*[a-zA-Z]* =+$\n(?P<failed_test_suite_name>.*) failed!$"
+        summary_matches_pattern2 = re.findall(regex, tests_out, re.M)
+
+        # Count failures and errors
+        def get_count_for_pattern(regex, text):
+            match = re.findall(regex, text, re.M)
+            if len(match) == 0:
+                return 0
+            elif len(match) == 1:
+                return int(match[0])
+            elif len(match) > 1:
+                # Shouldn't happen, but means something went wrong with the regular expressions.
+                # Throw warning, as the build might be fine, no need to error on this.
+                warn_msg = "Error in counting the number of test failures in the output of the PyTorch test suite.\n"
+                warn_msg += "Please check the EasyBuild log to verify the number of failures (if any) was acceptable."
+                print_warning(warn_msg)
+
+        failure_cnt = 0
+        error_cnt = 0
+        # Loop over first pattern to count failures/errors:
+        for summary in summary_matches:
+            failures = get_count_for_pattern(r"^.*(?<!expected )failures=(?P<failures>[0-9]+).*$", summary[1])
+            failure_cnt += failures
+            errs = get_count_for_pattern(r"^.*errors=(?P<errors>[0-9]+).*$", summary[1])
+            error_cnt += errs
+
+        # Loop over the second pattern to count failures/errors
+        for summary in summary_matches_pattern2:
+            failures = get_count_for_pattern(r"^.*(?P<failures>[0-9]+) failed.*$", summary[0])
+            failure_cnt += failures
+            errs = get_count_for_pattern(r"^.*(?P<errors>[0-9]+) error.*$", summary[0])
+            error_cnt += errs
+
+        # Calculate total number of unsuccesful tests
+        failed_test_cnt = failure_cnt + error_cnt
+
+        if failed_test_cnt > 0:
             max_failed_tests = self.cfg['max_failed_tests']
 
-            test_or_tests = 'tests' if failed_test_cnt > 1 else 'test'
-            msg = "%d %s (out of %d) failed:\n" % (failed_test_cnt, test_or_tests, test_cnt)
-            msg += '\n'.join('* %s' % t for t in sorted(failed_tests))
+            failure_or_failures = 'failures' if failure_cnt > 1 else 'failure'
+            error_or_errors = 'errors' if error_cnt > 1 else 'error'
+            msg = "%d test %s, %d test %s (out of %d):\n" % (
+                failure_cnt, failure_or_failures, error_cnt, error_or_errors, test_cnt
+            )
+            for summary in summary_matches_pattern2:
+                msg += "{test_suite} ({failure_summary})\n".format(test_suite=summary[1], failure_summary=summary[0])
+            for summary in summary_matches:
+                msg += "{test_suite} ({total} total tests, {failure_summary})\n".format(
+                    test_suite=summary[2], total=summary[0], failure_summary=summary[1]
+                )
 
             if max_failed_tests == 0:
                 raise EasyBuildError(msg)
@@ -287,8 +337,12 @@ def test_step(self):
                     "are known to be flaky, or do not affect your intended usage of PyTorch.",
                     "In case of doubt, reach out to the EasyBuild community (via GitHub, Slack, or mailing list).",
                 ])
+                # Print to console, the user should really be aware that we are accepting failing tests here...
                 print_warning(msg)
 
+                # Also log this warning in the file log
+                self.log.warning(msg)
+
                 if failed_test_cnt > max_failed_tests:
                     raise EasyBuildError("Too many failed tests (%d), maximum allowed is %d",
                                          failed_test_cnt, max_failed_tests)