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PyTorch 2.6 for IPEX on Windows and ROCm on Linux

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Disty0
2025-01-30 14:41:40 +03:00
parent 2549185a0b
commit 0945f5b040
1 changed files with 10 additions and 7 deletions
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installer.py
+10 -7
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@@ -611,18 +611,21 @@ def install_rocm_zluda():
log.info('Using CPU-only torch')
torch_command = os.environ.get('TORCH_COMMAND', 'torch torchvision')
else:
if rocm.version is None or float(rocm.version) > 6.1: # assume the latest if version check fails
# torch_command = os.environ.get('TORCH_COMMAND', 'torch==2.5.1+rocm6.2 torchvision==0.20.1+rocm6.2 --index-url https://download.pytorch.org/whl/rocm6.2')
torch_command = os.environ.get('TORCH_COMMAND', 'torch==2.4.1+rocm6.1 torchvision==0.19.1+rocm6.1 --index-url https://download.pytorch.org/whl/rocm6.1')
elif rocm.version == "6.1": # lock to 2.4.1, older rocm (5.7) uses torch 2.3
torch_command = os.environ.get('TORCH_COMMAND', 'torch==2.4.1+rocm6.1 torchvision==0.19.1+rocm6.1 --index-url https://download.pytorch.org/whl/rocm6.1')
elif rocm.version == "6.0": # lock to 2.4.1, older rocm (5.7) uses torch 2.3
if rocm.version is None or float(rocm.version) >= 6.2: # assume the latest if version check fails
# use rocm 6.2.4 instead of 6.2 as torch==2.6.0+rocm6.2 doesn't exists
torch_command = os.environ.get('TORCH_COMMAND', 'torch==2.6.0+rocm6.2.4 torchvision==0.21.0+rocm6.2.4 --index-url https://download.pytorch.org/whl/rocm6.2.4')
elif rocm.version == "6.1":
torch_command = os.environ.get('TORCH_COMMAND', 'torch==2.6.0+rocm6.1 torchvision==0.21.0+rocm6.1 --index-url https://download.pytorch.org/whl/rocm6.1')
elif rocm.version == "6.0":
# lock to 2.4.1 instead of 2.5.1 for performance reasons
# there are no support for torch 2.6.0 for rocm 6.0
torch_command = os.environ.get('TORCH_COMMAND', 'torch==2.4.1+rocm6.0 torchvision==0.19.1+rocm6.0 --index-url https://download.pytorch.org/whl/rocm6.0')
elif float(rocm.version) < 5.5: # oldest supported version is 5.5
log.warning(f"ROCm: unsupported version={rocm.version}")
log.warning("ROCm: minimum supported version=5.5")
torch_command = os.environ.get('TORCH_COMMAND', 'torch torchvision --index-url https://download.pytorch.org/whl/rocm5.5')
else:
# older rocm (5.7) uses torch 2.3 or older
torch_command = os.environ.get('TORCH_COMMAND', f'torch torchvision --index-url https://download.pytorch.org/whl/rocm{rocm.version}')
if os.environ.get('TRITON_COMMAND', None) is None:
@@ -692,7 +695,7 @@ def install_ipex(torch_command):
os.environ.setdefault('TRITON_COMMAND', '--pre pytorch-triton-xpu==3.1.0+91b14bf559 --index-url https://download.pytorch.org/whl/nightly/xpu')
# os.environ.setdefault('TENSORFLOW_PACKAGE', 'tensorflow==2.15.1 intel-extension-for-tensorflow[xpu]==2.15.0.2')
else:
torch_command = os.environ.get('TORCH_COMMAND', 'torch==2.6.0+xpu torchvision==0.21.0+xpu --index-url https://download.pytorch.org/whl/test/xpu')
torch_command = os.environ.get('TORCH_COMMAND', 'torch==2.6.0+xpu torchvision==0.21.0+xpu --index-url https://download.pytorch.org/whl/xpu')
install(os.environ.get('OPENVINO_PACKAGE', 'openvino==2024.6.0'), 'openvino', ignore=True)
install('nncf==2.7.0', ignore=True, no_deps=True) # requires older pandas