982748aa73
Implement grouped GEMM (C_g = A_g x B_g for g groups) on Hopper using CuTe DSL, extending the dense persistent GEMM with per-group TMA descriptor management. Kernel design (grouped_gemm.py): - Warp-specialized pipeline: DMA warp group handles TMA loads and per-group tensormap updates; MMA warp group runs WGMMA and stores C - StaticPersistentGroupTileScheduler for cross-group tile scheduling - Per-group TMA descriptor updates via GMEM or SMEM mode - Supports fp16, fp8 (E4M3FN/E5M2), int8 with mixed A/B dtypes - Configurable tile shapes (128x128, 128x256) and cluster shapes - Fix base TensorMapManager: hoist uniform_smem_ptrs outside predicated block to avoid illegal @P0 R2UR on sm_90a Tests (test/examples/CuTeDSL/hopper/test_grouped_gemm.py): - L0 compile and L1 correctness pytest suite covering tile shapes, dtypes, major modes, cluster shapes, group counts, and mixed sizes - Move to test/examples/CuTeDSL/hopper/ following sm_100a convention - Fix deprecated startdir arg in test_sharding.py pytest hook
31 lines
1.6 KiB
Python
31 lines
1.6 KiB
Python
# Copyright (c) 2025 - 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
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# SPDX-License-Identifier: BSD-3-Clause
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# Redistribution and use in source and binary forms, with or without
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# modification, are permitted provided that the following conditions are met:
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# 1. Redistributions of source code must retain the above copyright notice, this
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# list of conditions and the following disclaimer.
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# 2. Redistributions in binary form must reproduce the above copyright notice,
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# this list of conditions and the following disclaimer in the documentation
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# and/or other materials provided with the distribution.
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# 3. Neither the name of the copyright holder nor the names of its
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# contributors may be used to endorse or promote products derived from
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# this software without specific prior written permission.
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# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
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# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
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# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
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# DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
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# FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
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# DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
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# SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
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# CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
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# OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
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# OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
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def pytest_configure(config):
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config.default_SMs[__file__] = "90a"
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