diff --git a/Dockerfile-hpu b/Dockerfile-hpu index 4ce99878..b6a30b63 100644 --- a/Dockerfile-hpu +++ b/Dockerfile-hpu @@ -54,7 +54,7 @@ COPY proto proto RUN cargo build --release --bin text-embeddings-router -F grpc -F python --no-default-features && sccache -s -FROM vault.habana.ai/gaudi-docker/1.18.0/ubuntu22.04/habanalabs/pytorch-installer-2.4.0:latest as base +FROM vault.habana.ai/gaudi-docker/1.19.0/ubuntu22.04/habanalabs/pytorch-installer-2.5.1:latest as base ENV HUGGINGFACE_HUB_CACHE=/data \ PORT=80 diff --git a/backends/python/server/poetry.lock b/backends/python/server/poetry.lock index 7547fe98..2ab5499a 100644 --- a/backends/python/server/poetry.lock +++ b/backends/python/server/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. 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description = "Backport of pathlib-compatible object wrapper for zip files" optional = false -python-versions = ">=3.8" +python-versions = ">=3.9" files = [ - {file = "zipp-3.20.2-py3-none-any.whl", hash = "sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350"}, - {file = "zipp-3.20.2.tar.gz", hash = "sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29"}, + {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"}, + {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"}, ] [package.extras] @@ -3305,4 +3306,4 @@ type = ["pytest-mypy"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.13" -content-hash = "e1c16edd65de95d7d0e65afda6493731e134e41ca11a36eb499166036c3eca99" +content-hash = "4ca87b9f639461b9de3db2094a150403a6de7c22f10118083484844f4f63b5f8" diff --git a/backends/python/server/pyproject.toml b/backends/python/server/pyproject.toml index fb139e53..c4a67c77 100644 --- a/backends/python/server/pyproject.toml +++ b/backends/python/server/pyproject.toml @@ -20,7 +20,7 @@ loguru = "^0.6.0" opentelemetry-api = "^1.15.0" opentelemetry-exporter-otlp = "^1.15.0" opentelemetry-instrumentation-grpc = "^0.36b0" -optimum-habana = "1.14.1" +optimum-habana = "1.15.0" [tool.poetry.extras] diff --git a/backends/python/server/requirements.txt b/backends/python/server/requirements.txt index ddf04531..8ea33eff 100644 --- a/backends/python/server/requirements.txt +++ b/backends/python/server/requirements.txt @@ -43,7 +43,7 @@ opentelemetry-instrumentation==0.36b0 ; python_version >= "3.9" and python_versi opentelemetry-proto==1.15.0 ; python_version >= "3.9" and python_version < "3.13" opentelemetry-sdk==1.15.0 ; python_version >= "3.9" and python_version < "3.13" opentelemetry-semantic-conventions==0.36b0 ; python_version >= "3.9" and python_version < "3.13" -optimum-habana==1.14.1 ; python_version >= "3.9" and python_version < "3.13" +optimum-habana==1.15.0 ; python_version >= "3.9" and python_version < "3.13" optimum==1.23.3 ; python_version >= "3.9" and python_version < "3.13" packaging==23.1 ; python_version >= "3.9" and python_version < "3.13" pandas==2.2.2 ; python_version >= "3.9" and python_version < "3.13" diff --git a/backends/python/server/text_embeddings_server/models/__init__.py b/backends/python/server/text_embeddings_server/models/__init__.py index 9524624c..6d2e5808 100644 --- a/backends/python/server/text_embeddings_server/models/__init__.py +++ b/backends/python/server/text_embeddings_server/models/__init__.py @@ -19,6 +19,12 @@ "true", "1", ] +ALLOW_REDUCED_PRECISION = os.getenv( + "ALLOW_REDUCED_PRECISION_FP16_BF16", "true" +).lower() in [ + "true", + "1", +] try: import habana_frameworks.torch.core as htcore @@ -28,6 +34,9 @@ # Disable gradients torch.set_grad_enabled(False) +# WA for perf degradation in pytorch 2.5 +if ALLOW_REDUCED_PRECISION: + torch._C._set_math_sdp_allow_fp16_bf16_reduction(True) FLASH_ATTENTION = True try: