diff --git a/misc/py-einops/Makefile b/misc/py-einops/Makefile
index ddd4df06dafe..dac30f2d5ae6 100644
--- a/misc/py-einops/Makefile
+++ b/misc/py-einops/Makefile
@@ -1,43 +1,43 @@
 PORTNAME=	einops
 DISTVERSIONPREFIX=	v
-DISTVERSION=	0.8.1
+DISTVERSION=	0.8.2
 CATEGORIES=	misc # machine-learning
 #MASTER_SITES=	PYPI # some test files are missing in the PYPI tarball
 PKGNAMEPREFIX=	${PYTHON_PKGNAMEPREFIX}
 
 MAINTAINER=	yuri@FreeBSD.org
 COMMENT=	New flavour of deep learning operations
 WWW=		https://einops.rocks/
 
 LICENSE=	MIT
 LICENSE_FILE=	${WRKSRC}/LICENSE
 
 BUILD_DEPENDS=	${PYTHON_PKGNAMEPREFIX}hatchling>=1.10.0:devel/py-hatchling@${PY_FLAVOR}
 TEST_DEPENDS=	${PYTHON_PKGNAMEPREFIX}nbconvert>0:devel/py-nbconvert@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}parameterized>0:devel/py-parameterized@${PY_FLAVOR} \
 		${PYTHON_PKGNAMEPREFIX}pytorch>0:misc/py-pytorch@${PY_FLAVOR}
 
 USES=		python
 USE_PYTHON=	pep517 autoplist pytest
 
 USE_GITHUB=	yes
 GH_ACCOUNT=	arogozhnikov
 
 NO_ARCH=	yes
 
 BINARY_ALIAS=	python=${PYTHON_CMD}
 
 TEST_ENV=	${MAKE_ENV} \
 		PYTHONPATH=${STAGEDIR}${PYTHONPREFIX_SITELIBDIR} \
 		EINOPS_TEST_BACKENDS="numpy,torch"
 
 xdo-test:
 	@cd ${TEST_WRKSRC} && \
 		${SETENV} ${TEST_ENV} ${PYTHON_CMD} -m einops.tests.run_tests numpy pytorch jax --pip-install
 
 do-test-via-script:
 	@cd ${WRKSRC} && ${SETENV} ${TEST_ENV} ${PYTHON_CMD} test.py numpy pytorch
 
-# tests as of 0.8.1: 4 failed, 91 passed, 8 skipped, 9 warnings in 135.44s (0:02:15)
+# tests as of 0.8.2: 68 passed, 4 skipped, 58 warnings in 38.37s
 
 .include <bsd.port.mk>
diff --git a/misc/py-einops/distinfo b/misc/py-einops/distinfo
index ed16f8d5a660..1c339f5b4434 100644
--- a/misc/py-einops/distinfo
+++ b/misc/py-einops/distinfo
@@ -1,3 +1,3 @@
-TIMESTAMP = 1739081761
-SHA256 (arogozhnikov-einops-v0.8.1_GH0.tar.gz) = a5e295fb634a999782e147f1c0b394fc566c514acfa653ec37c3bfbe685df7e5
-SIZE (arogozhnikov-einops-v0.8.1_GH0.tar.gz) = 407074
+TIMESTAMP = 1780503684
+SHA256 (arogozhnikov-einops-v0.8.2_GH0.tar.gz) = d644481ccb8a097e385e6f34c9df67d925578ec4cccbe130f141e3f642972b55
+SIZE (arogozhnikov-einops-v0.8.2_GH0.tar.gz) = 406899