TensorRT-LLMs/cpp/tensorrt_llm/kernels/trtllmGenKernels/blockScaleMoe/gemmCubins
hlu1 31624b079a
feat: [Deepseek] Add trtllm-gen MOE FP4 MOE backend (#3387)
* Add TRT-LLM Gen MOE to Deepseek

fix fused moe rebase bug.

Fix atol in test_fp4_gemm_quantize.py

fix fused moe rebase bug.

Fix FusedMoe.

Disable 2nd routing kernel preexit

Bump routing reduction to fp32

Disable PDL for fc1

[DEBUG] Lift token limit to 16k

[Bugfix] Token limit to 16k + fp32 routing + tanh

Make fp8 tileN 8

Fix FP8 MoE + Remove redundent temp output for FP4

[FP8-only] Avoid wasting CTAs for activation kernel

fix: unblock FP8 weightloading with trtllm-gen

Remove max_token limit for trtllm-gen path

perf: avoid type-conversion and fill_ from aten

Minor fix

Signed-off-by: Hao Lu <haolu@nvidia.com>

* Fix rebase issues

Signed-off-by: Hao Lu <haolu@nvidia.com>

* Fix compile issue

Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>

* CI clean

Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>

---------

Signed-off-by: Hao Lu <haolu@nvidia.com>
Signed-off-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
Co-authored-by: Zongfei Jing <20381269+zongfeijing@users.noreply.github.com>
2025-04-21 10:01:33 +08:00
..
MoE_ProjDown_BatchN_E2m1Fp32_Bfloat16_Tile128x8x512_EpiTile128x8_Mma128x8x64_Cluster1x1x1_transposeMmaOutput_sm100a_cubin.h feat: [Deepseek] Add trtllm-gen MOE FP4 MOE backend (#3387) 2025-04-21 10:01:33 +08:00
MoE_ProjDown_BatchN_E4m3Fp32_Bfloat16_Tile128x8x128_EpiTile64x8_Mma64x8x32_Cluster1x1x1_transposeMmaOutput_DsFp8_sm100a_cubin.h feat: [Deepseek] Add trtllm-gen MOE FP4 MOE backend (#3387) 2025-04-21 10:01:33 +08:00
MoE_ProjUp_BatchN_E2m1Fp32_E2m1_Tile128x8x512_EpiTile128x8_Mma128x8x64_Cluster1x1x1_transposeMmaOutput_InplaceRoute_GatedAct_sm100a_cubin.h feat: [Deepseek] Add trtllm-gen MOE FP4 MOE backend (#3387) 2025-04-21 10:01:33 +08:00
MoE_ProjUp_BatchN_E4m3Fp32_E4m3_Tile128x8x128_EpiTile64x8_Mma64x8x32_Cluster1x1x1_transposeMmaOutput_DsFp8_InplaceRoute_sm100a_cubin.h feat: [Deepseek] Add trtllm-gen MOE FP4 MOE backend (#3387) 2025-04-21 10:01:33 +08:00