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TensorRT-LLMs/tests/unittest/_torch
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Ruoqian Guo db7446fda7
Feat: add deep_gemm swapab Kernel (#4430) 
* feat: add deepgemm_swapab

feat: add fp8_gemm_kernel_swapab

Signed-off-by: Ruoqian Guo <ruoqiang@nvidia.com>

feat: set threshold for deepgemm and deepgemmswapab

Signed-off-by: Ruoqian Guo <ruoqiang@nvidia.com>

* docs: update README.md

Signed-off-by: Ruoqian Guo <ruoqiang@nvidia.com>

* fix: std::runtime_error needs #include <stdexcept>

Signed-off-by: Ruoqian Guo <ruoqiang@nvidia.com>

* chores: remove the redundant code

Signed-off-by: Ruoqian Guo <ruoqiang@nvidia.com>

* feat: support for dense deep_gemm swapab

Signed-off-by: Ruoqian Guo <ruoqiang@nvidia.com>

* chores: remove redundant code

Signed-off-by: Ruoqian Guo <ruoqiang@nvidia.com>

---------

Signed-off-by: Ruoqian Guo <ruoqiang@nvidia.com>
Co-authored-by: Tao Li @ NVIDIA <tali@nvidia.com>
2025-05-21 10:48:43 +08:00
..
auto_deploy [AutoDeploy] HF factory improvements (#4371) 2025-05-19 20:13:43 -07:00
compilation [TRTLLM-3105][feat] Add Piecewise CUDA Graph Support (#3804) 2025-05-09 11:04:01 +08:00
modeling [TRTLLM-5085][fix] Nemotron H correctness test (#4444) 2025-05-20 17:55:25 +08:00
modules feat: large-scale EP(part 2: MoE Load Balancer - core utilities) (#4384) 2025-05-20 17:53:48 +08:00
multi_gpu feat: Low Precision Allreduce for PCIe based GPU (#4344) 2025-05-20 06:53:46 +08:00
multi_gpu_modeling perf: Eliminate the need for attention DP padding when possible (#3439) 2025-05-17 13:30:55 +08:00
speculative [TRTLLM-5000][feat] Pytorch implementation of ngram drafter (#3936) 2025-05-21 10:40:00 +08:00
thop Feat: add deep_gemm swapab Kernel (#4430) 2025-05-21 10:48:43 +08:00
helpers.py Update TensorRT-LLM (#2936) 2025-03-18 21:25:19 +08:00
pattern_watcher.py [TRTLLM-3105][feat] Add Piecewise CUDA Graph Support (#3804) 2025-05-09 11:04:01 +08:00
test_attention_mla.py [Feat] add chunked-attention kernels on Hopper (for llama4) (#4291) 2025-05-19 09:57:10 -07:00
test_attention_no_cache.py refactor(test): remove random context sequence lengths and set seed for reproducibility in attention tests (#3919) 2025-04-29 10:08:04 +08:00
test_attention.py reduce num layers in attention test (#3509) 2025-04-14 12:43:59 +08:00
test_autotuner.py chore: Mass Integration 0.19 (#4255) 2025-05-16 10:53:25 +02:00
test_flashinfer_attention.py Add thread leak check and fix thread/memory leak issues. (#3270) 2025-04-08 19:03:18 +08:00
test_flashinfer_star_attn.py Add thread leak check and fix thread/memory leak issues. (#3270) 2025-04-08 19:03:18 +08:00
test_fp8_per_tensor_scale_tllmg_gemm.py Cherry-pick trtllm-gen from feat/llama4 to main (#4086) 2025-05-08 14:13:01 -07:00
test_group_rmn_norm.py feat: Add heuristic for GroupRMSNorm kernel selection. (#4047) 2025-05-13 08:52:53 +08:00
test_mnnvl_memory.py feat: Add MNNVL MoE A2A support (#3504) 2025-04-25 17:29:08 +08:00
test_overlap_scheduler_input.json refactor: Unify request order in TRT and PyTorch workflow (#4096) 2025-05-20 18:49:27 +02:00
test_overlap_scheduler.py API Breaking Change + Readability: "decoder"->"sampler" (#4121) 2025-05-16 23:52:25 +08:00
test_pytorch_model_engine.py chore: move all distributed related codes into _torch.distributed directory (#3511) 2025-04-15 08:39:17 +08:00
test_resource_manager.py feat: support multi lora adapters and TP (#3885) 2025-05-08 23:45:45 +08:00
test_return_logits.py feat: adopt new logprob definition in PyTorch flow (#4057) 2025-05-08 20:16:40 +08:00
test_trtllm_sampler.py API Breaking Change + Readability: "decoder"->"sampler" (#4121) 2025-05-16 23:52:25 +08:00
test_vanilla_attention.py Add thread leak check and fix thread/memory leak issues. (#3270) 2025-04-08 19:03:18 +08:00