Lucas Wilkinson cabaf4eff3

[Attention] MLA decode optimizations (#12528) ...

Signed-off-by: Lucas Wilkinson <lwilkinson@neuralmagic.com>
Signed-off-by: simon-mo <xmo@berkeley.edu>
Co-authored-by: Woosuk Kwon <woosuk.kwon@berkeley.edu>
Co-authored-by: simon-mo <simon.mo@hey.com>
Co-authored-by: Michael Goin <mgoin64@gmail.com>
Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>
Co-authored-by: Tyler Michael Smith <tysmith@redhat.com>
Co-authored-by: Alexander Matveev <59768536+alexm-neuralmagic@users.noreply.github.com>
Co-authored-by: simon-mo <xmo@berkeley.edu>

2025-01-30 23:49:37 -08:00

..

__init__.py

[CI/Build] Move test_utils.py to tests/utils.py (#4425)

2024-05-13 23:50:09 +09:00

allclose_default.py

[ROCm] Fix some kernels failed unit tests (#2498)

2024-02-05 14:25:36 -08:00

conftest.py

[Kernel] Use flashinfer for decoding (#4353)

2024-05-03 15:51:27 -07:00

quant_utils.py

[Hardware][ROCM] using current_platform.is_rocm (#9642)

2024-10-28 04:07:00 +00:00

test_activation.py

[Kernel] Support MulAndSilu (#11624)

2025-01-15 02:29:53 +00:00

test_aqlm.py

[Kernel] Fullgraph and opcheck tests (#8479)

2024-09-25 08:35:52 -06:00

test_attention_selector.py

[Platform] Do not raise error if _Backend is not found (#12023)

2025-01-15 10:14:15 +00:00

test_attention.py

[FP8][Kernel] Dynamic kv cache scaling factors computation (#11906)

2025-01-23 18:04:03 +00:00

test_awq_marlin.py

[CI] Prune back the number of tests in tests/kernels/* (#9932)

2024-11-05 16:02:32 -05:00

test_awq_triton.py

[Hardware] using current_platform.seed_everything (#9785)

2024-10-29 14:47:44 +00:00

test_awq.py

[Bugfix] Try to handle older versions of pytorch (#9086)

2024-10-08 14:28:12 -07:00

test_block_fp8.py

Update pre-commit hooks (#12475)

2025-01-27 17:23:08 -07:00

test_blocksparse_attention.py

[FP8][Kernel] Dynamic kv cache scaling factors computation (#11906)

2025-01-23 18:04:03 +00:00

test_cache.py

[FP8][Kernel] Dynamic kv cache scaling factors computation (#11906)

2025-01-23 18:04:03 +00:00

test_cascade_flash_attn.py

[Bugfix][Kernel] Fix CUDA 11.8 being broken by FA3 build (#12375)

2025-01-24 15:27:59 +00:00

test_causal_conv1d.py

[BugFix][Kernel]: fix illegal memory access in causal_conv1d when conv_states is None (#10928)

2024-12-08 01:21:18 +08:00

test_cutlass_2of4_sparse.py

[Bugfix] Disable w16a16 2of4 sparse CompressedTensors24 (#12417)

2025-01-26 19:59:58 +08:00

test_cutlass.py

[Kernel] Update cutlass_scaled_mm to support 2d group (blockwise) scaling (#11868)

2025-01-30 18:33:00 -08:00

test_encoder_decoder_attn.py

[torch.compile] Hide KV cache behind torch.compile boundary (#11677)

2025-01-10 13:14:42 +08:00

test_flash_attn.py

[Bugfix][Kernel] Fix CUDA 11.8 being broken by FA3 build (#12375)

2025-01-24 15:27:59 +00:00

test_flashinfer.py

[FlashInfer] Upgrade to 0.2.0 (#11194)

2025-01-27 18:19:24 +00:00

test_fp8_quant.py

[Hardware] using current_platform.seed_everything (#9785)

2024-10-29 14:47:44 +00:00

test_fused_quant_layernorm.py

[torch.compile] Dynamic fp8 + rms_norm fusion (#10906)

2024-12-13 03:19:23 +00:00

test_ggml.py

[Kernel] Fullgraph and opcheck tests (#8479)

2024-09-25 08:35:52 -06:00

test_gguf.py

[Hardware] using current_platform.seed_everything (#9785)

2024-10-29 14:47:44 +00:00

test_gptq.py

[Kernel] Fullgraph and opcheck tests (#8479)

2024-09-25 08:35:52 -06:00

test_int8_quant.py

[bugfix] Fix static asymmetric quantization case (#10334)

2024-11-15 09:35:11 +08:00

test_layernorm.py

[torch.compile] Fuse RMSNorm with quant (#9138)

2024-11-08 21:20:08 +00:00

test_machete_mm.py

[Kernel] Initial Machete W4A8 support + Refactors (#9855)

2024-11-18 12:59:29 -07:00

test_mamba_ssm.py

[CI/Build] drop support for Python 3.8 EOL (#8464)

2024-11-06 07:11:55 +00:00

test_marlin_gemm.py

[Bugfix] Marlin 2:4 temp fix for large M dim (>256) (#10464)

2024-11-19 19:40:33 -08:00

test_mha_attn.py

[Bugfix/CI] Fix broken kernels/test_mha.py (#12450)

2025-01-26 10:39:03 -08:00

test_moe.py

[Kernel] add triton fused moe kernel for gptq/awq (#12185)

2025-01-29 09:07:09 -05:00

test_permute_cols.py

[Kernel] (2/N) Machete - Integrate into CompressedTensorsWNA16 and GPTQMarlin (#7701)

2024-09-23 13:46:26 -04:00

test_pos_encoding.py

[CI] Prune back the number of tests in tests/kernels/* (#9932)

2024-11-05 16:02:32 -05:00

test_prefix_prefill.py

[FP8][Kernel] Dynamic kv cache scaling factors computation (#11906)

2025-01-23 18:04:03 +00:00

test_rotary_embedding.py

[Kernel] Fullgraph and opcheck tests (#8479)

2024-09-25 08:35:52 -06:00

test_triton_decode_attention.py

[Attention] MLA decode optimizations (#12528)

2025-01-30 23:49:37 -08:00

test_triton_scaled_mm.py

[AMD][Quantization] Add TritonScaledMMLinearKernel since int8 is broken for AMD (#12282)

2025-01-23 00:10:37 +00:00

test_utils.py

[Kernel] Fullgraph and opcheck tests (#8479)

2024-09-25 08:35:52 -06:00

utils.py

[Kernel] Update cutlass_scaled_mm to support 2d group (blockwise) scaling (#11868)

2025-01-30 18:33:00 -08:00