Claude 10af71357b [CCCL-PORT] Two architecture-level optimizations from CCCL system design ...

Source CCCL files read as input:
  - cub/block/block_scan.cuh (RAKING algorithm concept)
  - cub/device/dispatch/dispatch_reduce.cuh (GridEvenShare, two-pass)
  - cub/agent/agent_reduce.cuh (vectorized vs scalar load paths)
  - thrust/examples/histogram.cu (sort + reduce_by_key pattern)
  - thrust/examples/scan_by_key.cu (keyed scan for state propagation)

Optimization 1: DeltaNet chunk kernel — solve_triangular replaces for-loop
  63 Python iterations → 1 CUDA kernel (lower-triangular system solve)

Optimization 2: MoE prefill — sort tokens by expert_id for contiguous gather
  CCCL histogram pattern: sort → segment → batched process

2026-08-05 08:20:01 +00:00

..

qwen3_5

[DEPLOY] Complete submission: baseline + all optimizations

2026-07-30 16:06:20 +00:00

qwen3_5_moe

[DEPLOY] Complete submission: baseline + all optimizations

2026-07-30 16:06:20 +00:00

reasoning

[DEPLOY] Complete submission: baseline + all optimizations

2026-07-30 16:06:20 +00:00

api_server.py

[DEPLOY] Complete submission: baseline + all optimizations

2026-07-30 16:06:20 +00:00

chat_utils.py

[DEPLOY] Complete submission: baseline + all optimizations

2026-07-30 16:06:20 +00:00

cli_args.py

[DEPLOY] Complete submission: baseline + all optimizations

2026-07-30 16:06:20 +00:00

mamba_cache.py

[DEPLOY] Complete submission: baseline + all optimizations

2026-07-30 16:06:20 +00:00

paged_attn.py

[FIX] Sync paged_attn.py to qwen3_6_scripts/ — Docker COPY target

2026-08-05 08:16:29 +00:00

patch_enable_triton.py

[OPT] Enable Triton prefill + raise decode threshold — the actual performance work

2026-07-30 15:41:25 +00:00

patch_head256_triton.py

[OPT] head_dim=256 Triton support — BLOCK=32 for Qwen3.6

2026-07-30 16:05:01 +00:00

patch_ixformer_native.py

[VERIFIED] Hardware-tested native kernel integration

2026-07-31 06:43:25 +00:00

patch_model_runner.py

[DEPLOY] Complete submission: baseline + all optimizations

2026-07-30 16:06:20 +00:00

patch_ops.sh

[DEPLOY] Complete submission: baseline + all optimizations

2026-07-30 16:06:20 +00:00

patch_paged_attention_v2.py

[BUGFIX] patch_paged_attention_v2.py: NameError V2_MODULE undefined → V2_MODULE_PYTORCH

2026-08-05 07:07:54 +00:00

patch_transformers_qwen3_5.py

[DEPLOY] Complete submission: baseline + all optimizations

2026-07-30 16:06:20 +00:00

patch_triton_tuning.py

fix: critical config + tuning corrections from CCCL source analysis

2026-08-03 06:45:54 +00:00

patch_vectorized_decode.py

[OPT] Enable Triton prefill + raise decode threshold — the actual performance work

2026-07-30 15:41:25 +00:00

patch_vllm_qwen3_5.py

[DEPLOY] Complete submission: baseline + all optimizations

2026-07-30 16:06:20 +00:00

patch_vllm_tool_parser.py

[DEPLOY] Complete submission: baseline + all optimizations

2026-07-30 16:06:20 +00:00

patch_xformers_sdpa_batch_kernel.py

[DEPLOY] Complete submission: baseline + all optimizations

2026-07-30 16:06:20 +00:00

patch_xformers_sdpa_batch.py

[DEPLOY] Complete submission: baseline + all optimizations

2026-07-30 16:06:20 +00:00

patch_xformers_sdpa_seq_kernel.py

[DEPLOY] Complete submission: baseline + all optimizations

2026-07-30 16:06:20 +00:00

patch_xformers_sdpa_seq.py

[DEPLOY] Complete submission: baseline + all optimizations

2026-07-30 16:06:20 +00:00

protocol.py

[DEPLOY] Complete submission: baseline + all optimizations

2026-07-30 16:06:20 +00:00

qwen3_5.py

[CCCL-PORT] Two architecture-level optimizations from CCCL system design

2026-08-05 08:20:01 +00:00

qwen3coder_tool_parser.py

[DEPLOY] Complete submission: baseline + all optimizations

2026-07-30 16:06:20 +00:00

scheduler.py

[DEPLOY] Complete submission: baseline + all optimizations

2026-07-30 16:06:20 +00:00

sequence.py

[DEPLOY] Complete submission: baseline + all optimizations

2026-07-30 16:06:20 +00:00

serving_chat.py

[DEPLOY] Complete submission: baseline + all optimizations

2026-07-30 16:06:20 +00:00