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TensorRT-LLMs/cpp/tensorrt_llm/thop
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Dom Brown 44fb3c1673
[TRTLLM-5770] feat: Integrate TRT-LLM Gen FP8 block scale MoE with Pytorch workflow kernel autotuner (#5207) 
- Adds a new Python custom op (fp8_block_scale_moe_runner) and a FP8BlockScaleMoERunner class for autotuning.
- Updates C++ MoE and batched GEMM kernels to accept a configIndex for workspace sizing and execution.
- Extends the unit test to run both autotuned and non-autotuned code paths.

Signed-off-by: Dom Brown <3886319+DomBrown@users.noreply.github.com>
2025-06-17 21:01:56 +08:00
..
allgatherOp.cpp feat: forward exceptions to Python and catch OOMs (#4497) 2025-05-28 11:58:10 +02:00
allreduceOp.cpp Feat/ds r1 min latency opt round3, add router gemm, fused a gemm, PDL (#4560) 2025-06-14 17:36:22 +08:00
attentionOp.cpp [feat] Piecewise cuda graph support for MLA (#4467) 2025-06-17 18:58:38 +08:00
causalConv1dOp.cpp fix: fix license bug (#5200) 2025-06-13 18:58:15 +08:00
CMakeLists.txt Feat/ds r1 min latency opt round3, add router gemm, fused a gemm, PDL (#4560) 2025-06-14 17:36:22 +08:00
convertSpecDecodingMaskToPackedMaskOp.cpp Update TensorRT-LLM (#2873) 2025-03-11 21:13:42 +08:00
cublasScaledMM.cpp [fix] Remove stale cublas heuristics (#4326) 2025-05-14 17:35:51 -07:00
cublasScaledMM.h Feat/ds r1 min latency opt round3, add router gemm, fused a gemm, PDL (#4560) 2025-06-14 17:36:22 +08:00
cutlassScaledMM.cpp refactoring: port customized kernels with public cutlass version (#5027) 2025-06-13 16:19:31 +08:00
dsv3FusedAGemmOp.cpp Feat/ds r1 min latency opt round3, add router gemm, fused a gemm, PDL (#4560) 2025-06-14 17:36:22 +08:00
dsv3RouterGemmOp.cpp Feat/ds r1 min latency opt round3, add router gemm, fused a gemm, PDL (#4560) 2025-06-14 17:36:22 +08:00
dynamicDecodeOp.cpp Feat: Variable-Beam-Width-Search (VBWS) part3 (#3338) 2025-04-08 23:51:27 +08:00
dynamicDecodeOp.h Update TensorRT-LLM (#2783) 2025-02-13 18:40:22 +08:00
fmhaPackMaskOp.cpp Update TensorRT-LLM (#2873) 2025-03-11 21:13:42 +08:00
fp4BatchedQuantize.cpp update FP4 quantize layout (#3045) 2025-04-03 13:13:54 -04:00
fp4BlockScaleMoe.cpp [TRTLLM-5770] feat: Integrate TRT-LLM Gen FP8 block scale MoE with Pytorch workflow kernel autotuner (#5207) 2025-06-17 21:01:56 +08:00
fp4Gemm.cpp feat: Add w4a8_mxfp4_fp8 quantization recipe. (#4867) 2025-06-16 11:30:57 +08:00
fp4GemmTrtllmGen.cpp feat: update DeepSeek FP8 TRT-LLM Gen cubins (#4643) 2025-06-03 14:07:54 -07:00
fp4Op.cpp feat: [Deepseek] Add trtllm-gen MOE FP4 MOE backend (#3387) 2025-04-21 10:01:33 +08:00
fp4Quantize.cpp feat: Fallback to NCCL for various patterns when input size is large. (#4080) 2025-05-08 11:13:13 -07:00
fp4Quantize.h feat: Fallback to NCCL for various patterns when input size is large. (#4080) 2025-05-08 11:13:13 -07:00
fp8BatchedGemmTrtllmGen.cpp [TRTLLM-5589] feat: Integrate TRT-LLM Gen FP8 Batched GEMM with Pytorch workflow kernel autotuner (#4872) 2025-06-09 11:02:48 +01:00
fp8BlockScaleMoe.cpp [TRTLLM-5770] feat: Integrate TRT-LLM Gen FP8 block scale MoE with Pytorch workflow kernel autotuner (#5207) 2025-06-17 21:01:56 +08:00
fp8BlockScalingGemm.cpp feat: update DeepSeek FP8 TRT-LLM Gen cubins (#4643) 2025-06-03 14:07:54 -07:00
fp8Op.cpp feat: Fallback to NCCL for various patterns when input size is large. (#4080) 2025-05-08 11:13:13 -07:00
fp8Op.h feat: Fallback to NCCL for various patterns when input size is large. (#4080) 2025-05-08 11:13:13 -07:00
fp8PerTensorScaleMoe.cpp [TRTLLM-5770] feat: Integrate TRT-LLM Gen FP8 block scale MoE with Pytorch workflow kernel autotuner (#5207) 2025-06-17 21:01:56 +08:00
fp8PerTensorScalingTrtllmGenGemm.cpp feat: update DeepSeek FP8 TRT-LLM Gen cubins (#4643) 2025-06-03 14:07:54 -07:00
fp8Quantize.cpp [feat] open source fp8_blockscale_gemm (#3071) 2025-04-02 12:12:52 +08:00
fusedQKNormRopeOp.cpp perf: Add fused q_norm/k_norm/RoPE for Qwen3. (#4482) 2025-05-23 15:31:04 +08:00
fusedTopkSoftmax.cpp refactoring: port customized kernels with public cutlass version (#5027) 2025-06-13 16:19:31 +08:00
gatherTreeOp.cpp [TRTLLM-5171] chore: Remove GptSession/V1 from TRT workflow (#4092) 2025-05-14 23:10:04 +02:00
groupRmsNormOp.cpp feat: Add heuristic for GroupRMSNorm kernel selection. (#4047) 2025-05-13 08:52:53 +08:00
llama4MinLatency.cpp Cherry pick feat/llama4 to main (#4739) 2025-05-30 05:28:40 +08:00
logitsBitmaskOp.cpp Update (#2978) 2025-03-23 16:39:35 +08:00
loraOp.cpp added loraOp into lora layer + test for mlp and comparison to lora plugin (#3455) 2025-04-17 12:48:27 +08:00
mambaConv1dOp.cpp Update TensorRT-LLM (#2873) 2025-03-11 21:13:42 +08:00
mlaPreprocessOp.cpp [feat] Optimize KV Cache Reuse for MLA (#4869) 2025-06-13 11:03:05 +08:00
moeCommOp.cpp feat: Add MNNVL MoE A2A support (#3504) 2025-04-25 17:29:08 +08:00
moeLoadBalanceOp.cpp feat: large-scale EP(part 6: Online EP load balancer integration for GB200 nvfp4) (#4818) 2025-06-08 10:25:18 +08:00
moeOp.cpp [TRTLLM-5330] perf: Optimize MoE supplementary kernels for large-scale EP (#5215) 2025-06-17 15:23:24 +08:00
mtpOp.cpp [https://nvbugs/5123103][fix] Fix torch compile for DeepSeekV3 (#3952) 2025-05-19 22:12:25 +08:00
ncclCommunicatorOp.cpp feat: [nvbugs/5261055][nvbugs/5170160] non-invasive pipeline parallelism (#4034) 2025-05-16 04:16:53 +08:00
ncclCommunicatorOp.h feat: [nvbugs/5261055][nvbugs/5170160] non-invasive pipeline parallelism (#4034) 2025-05-16 04:16:53 +08:00
noAuxTcOp.cpp Update TensorRT-LLM (#2873) 2025-03-11 21:13:42 +08:00
parallelDecodeKVCacheUpdateOp.cpp Update TensorRT-LLM (#2582) 2024-12-16 21:50:47 -08:00
redrafterCurandOp.cpp [TRTLLM-5171] chore: Remove GptSession/V1 from TRT workflow (#4092) 2025-05-14 23:10:04 +02:00
reducescatterOp.cpp feat: forward exceptions to Python and catch OOMs (#4497) 2025-05-28 11:58:10 +02:00
relativeAttentionBiasOp.cpp Update TensorRT-LLM (#2873) 2025-03-11 21:13:42 +08:00
renormMoeRoutingOp.cpp Add customized renormalized moe routing kernel for moe cutlass backend (#4955) 2025-06-09 17:38:50 +08:00
selectiveScanOp.cpp Update TensorRT-LLM (#2873) 2025-03-11 21:13:42 +08:00
thUtils.cpp Update TensorRT-LLM (#2849) 2025-03-04 18:44:00 +08:00
thUtils.h feat: Low Precision Allreduce for PCIe based GPU (#4344) 2025-05-20 06:53:46 +08:00
userbuffersFinalizeOp.cpp feat: Introduce UB allocator for pytorch flow (#3257) 2025-04-08 18:39:49 +08:00
userbuffersTensor.cpp feat: Introduce UB allocator for pytorch flow (#3257) 2025-04-08 18:39:49 +08:00
userbuffersTensor.h feat: Introduce UB allocator for pytorch flow (#3257) 2025-04-08 18:39:49 +08:00
weightOnlyQuantOp.cpp chore: remove usernames from comments (#3291) 2025-04-05 13:44:28 +08:00