📦 Update torch to 2.3.1

caikit_nlp/toolkit/torch_run.py

@@ -24,7 +24,6 @@
 
 # Third Party
 from torch import cuda
-from torch.distributed.elastic.multiprocessing.api import Std
 from torch.distributed.launcher.api import LaunchConfig
 import torch.distributed as dist
 
@@ -100,6 +99,5 @@ def get_torch_elastic_launch_config(
         rdzv_backend="static",
         rdzv_endpoint=f"{master_addr}:{master_port}",
         rdzv_configs=rdzv_configs,
-        tee=Std.ALL,
         max_restarts=max_restarts,
     )

pyproject.toml

@@ -29,7 +29,7 @@ dependencies = [
     "scipy>=1.8.1",
     "sentence-transformers>=2.3.1,<2.4.0",
     "tokenizers>=0.13.3",
-    "torch>=2.2.2,<2.3.0",
+    "torch>=2.3.1,<2.4.0",
     "tqdm>=4.65.0",
     "transformers>=4.32.0",
     "peft==0.6.0",

tests/modules/text_embedding/test_embedding.py

@@ -1018,7 +1018,7 @@ def test_encoding_order(loaded_model: EmbeddingModule, truncate_input_tokens):
 
     # test order by comparing value of individual embeddings in sequence
     for i, e in enumerate(separate_vectors):
-        assert np.allclose(e, combined_vectors[i])
+        assert np.isclose(e, combined_vectors[i], rtol=1e-03, atol=1e-05).all()
 
     # test expected failure case by reordering
     shifted_separate_vectors = separate_vectors[1:] + [separate_vectors[0]]
@@ -1029,7 +1029,7 @@ def test_encoding_order(loaded_model: EmbeddingModule, truncate_input_tokens):
             not approx(e) == combined_vectors[i]
         ), "expected altered order to not match combined vectors"
         assert not np.allclose(
-            e, combined_vectors[i]
+            e, combined_vectors[i], rtol=1e-05, atol=1e-08
         ), "expected altered order to not match combined"
 
 
@@ -1105,7 +1105,13 @@ def test_same_same(loaded_model: EmbeddingModule, truncate_input_tokens):
         assert np.allclose(e, combined_vectors[i])
 
     # Next ensuring that the two identical sentences yield identical results (and 3rd does not)
-    assert np.array_equal(combined_vectors[0], combined_vectors[1])
+    assert np.isclose(
+        combined_vectors[0], combined_vectors[1], rtol=1e-05, atol=1e-08
+    ).all()
     assert not np.array_equal(combined_vectors[1], combined_vectors[2])
-    assert np.array_equal(separate_vectors[0], separate_vectors[1])
-    assert not np.array_equal(separate_vectors[1], separate_vectors[2])
+    assert np.isclose(
+        separate_vectors[0], separate_vectors[1], rtol=1e-05, atol=1e-08
+    ).all()
+    assert not np.isclose(
+        separate_vectors[1], separate_vectors[2], rtol=1e-05, atol=1e-08
+    ).all()