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[PyTorch] Make modules.GroupedLinear graph-safe #3038

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[PyTorch] Make modules.GroupedLinear graph-safe #3038

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c49eebf
make modules.GroupedLinear graph-safe
yaox12 May 22, 2026
06a1831
removed unnecesssary saved tensors
yaox12 May 22, 2026
80d64f8
Address grouped linear PR review comments
yaox12 May 22, 2026
db01226
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] May 22, 2026
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3 changes: 3 additions & 0 deletions benchmarks/linear/benchmark_grouped_linear.py
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Expand Up @@ -3,6 +3,7 @@
# See LICENSE for license information.

import argparse
import os
import torch
import torch.utils.benchmark as benchmark
import pandas as pd
Expand Down Expand Up @@ -185,6 +186,8 @@ def run_benchmark_linear(
x = torch.randn((m, k), dtype=torch.bfloat16, device=device, requires_grad=True)
ws = [torch.randn((n, k), dtype=torch.bfloat16, device=device) for _ in range(num_gemms)]
m_splits = [m // num_gemms] * num_gemms if m_splits_provided is None else m_splits_provided
if bool(int(os.getenv("NVTE_GROUPED_LINEAR_USE_FUSED_GROUPED_GEMM", "1"))):
m_splits = torch.tensor(m_splits, dtype=torch.int64, device=device)
# Bias is not supported for GroupedLinear benchmark
bias = None

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1 change: 1 addition & 0 deletions qa/L0_pytorch_unittest/test.sh
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Expand Up @@ -29,6 +29,7 @@ python3 -m pytest --tb=auto --junitxml=$XML_LOG_DIR/pytest_test_recipe.xml $TE_P
python3 -m pytest --tb=auto --junitxml=$XML_LOG_DIR/pytest_test_custom_recipe.xml $TE_PATH/tests/pytorch/test_custom_recipe.py || test_fail "test_custom_recipe.py"
python3 -m pytest --tb=auto --junitxml=$XML_LOG_DIR/pytest_test_deferred_init.xml $TE_PATH/tests/pytorch/test_deferred_init.py || test_fail "test_deferred_init.py"
PYTORCH_JIT=0 NVTE_TORCH_COMPILE=0 NVTE_ALLOW_NONDETERMINISTIC_ALGO=0 NVTE_FUSED_ATTN=0 python3 -m pytest --tb=auto --junitxml=$XML_LOG_DIR/pytest_test_numerics.xml $TE_PATH/tests/pytorch/test_numerics.py || test_fail "test_numerics.py"
PYTORCH_JIT=0 NVTE_TORCH_COMPILE=0 NVTE_ALLOW_NONDETERMINISTIC_ALGO=0 NVTE_FUSED_ATTN=0 python3 -m pytest --tb=auto --junitxml=$XML_LOG_DIR/pytest_test_grouped_linear.xml $TE_PATH/tests/pytorch/test_grouped_linear.py || test_fail "test_grouped_linear.py"
PYTORCH_JIT=0 NVTE_TORCH_COMPILE=0 NVTE_ALLOW_NONDETERMINISTIC_ALGO=0 NVTE_FUSED_ATTN=0 python3 -m pytest --tb=auto --junitxml=$XML_LOG_DIR/pytest_test_cuda_graphs.xml $TE_PATH/tests/pytorch/test_cuda_graphs.py || test_fail "test_cuda_graphs.py"
python3 -m pytest --tb=auto --junitxml=$XML_LOG_DIR/pytest_test_jit.xml $TE_PATH/tests/pytorch/test_jit.py || test_fail "test_jit.py"
python3 -m pytest --tb=auto --junitxml=$XML_LOG_DIR/pytest_test_fused_rope.xml $TE_PATH/tests/pytorch/test_fused_rope.py || test_fail "test_fused_rope.py"
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