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Pin torch-mlir and use local-task in OPT. #1592

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merged 2 commits into from
Jun 24, 2023
Merged

Pin torch-mlir and use local-task in OPT. #1592

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64a0b35
Pin torch-mlir and use local-task in OPT.
monorimet Jun 24, 2023
cdf6bff
Merge branch 'main' into ean-tm-pin
monorimet Jun 24, 2023
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2 changes: 1 addition & 1 deletion setup.py
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Original file line number Diff line number Diff line change
Expand Up @@ -39,7 +39,7 @@
install_requires=[
"numpy",
"PyYAML",
"torch-mlir>=20221021.633",
"torch-mlir==20230620.875",
]
+ backend_deps,
)
2 changes: 1 addition & 1 deletion setup_venv.sh
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Expand Up @@ -88,7 +88,7 @@ if [ "$torch_mlir_bin" = true ]; then
echo "MacOS detected. Installing torch-mlir from .whl, to avoid dependency problems with torch."
$PYTHON -m pip install --pre --no-cache-dir torch-mlir -f https://llvm.github.io/torch-mlir/package-index/ -f https://download.pytorch.org/whl/nightly/torch/
else
$PYTHON -m pip install --pre torch-mlir -f https://llvm.github.io/torch-mlir/package-index/
$PYTHON -m pip install --pre torch-mlir==20230620.875 -f https://llvm.github.io/torch-mlir/package-index/
if [ $? -eq 0 ];then
echo "Successfully Installed torch-mlir"
else
Expand Down
10 changes: 5 additions & 5 deletions tank/examples/opt/opt_causallm.py
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Expand Up @@ -12,8 +12,8 @@

OPT_MODEL = "opt-1.3b"
OPT_FS_NAME = "opt-1_3b"
MAX_SEQUENCE_LENGTH = 30
MAX_NEW_TOKENS = 20
MAX_SEQUENCE_LENGTH = 128
MAX_NEW_TOKENS = 60


def create_module(model_name, tokenizer, device):
Expand Down Expand Up @@ -110,13 +110,13 @@ def generate_new_token(shark_model, tokenizer, new_text):
"facebook/" + OPT_MODEL, use_fast=False
)
vmfb_path = (
f"./{OPT_FS_NAME}_causallm_{MAX_SEQUENCE_LENGTH}_torch_cpu-sync.vmfb"
f"./{OPT_FS_NAME}_causallm_{MAX_SEQUENCE_LENGTH}_torch_cpu-task.vmfb"
)
opt_shark_module = SharkInference(mlir_module=None, device="cpu-sync")
opt_shark_module = SharkInference(mlir_module=None, device="cpu-task")
if os.path.isfile(vmfb_path):
opt_shark_module.load_module(vmfb_path)
else:
vmfb_path = create_module(OPT_MODEL, tokenizer, "cpu-sync")
vmfb_path = create_module(OPT_MODEL, tokenizer, "cpu-task")
opt_shark_module.load_module(vmfb_path)
while True:
try:
Expand Down
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