Commit Graph
6 Commits
Author SHA1 Message Date
osobhandClaude Sonnet 5 4aaa36a57a style: cargo fmt --workspace (whitespace/wrapping only, no semantic change)
Whole-workspace rustfmt pass picked up while iterating on Mamba GPU
backward work. Verified formatting-only via diff sampling; no logic
changed.

Co-Authored-By: Claude Sonnet 5 <[email protected]>
2026-08-10 07:09:36 -07:00
osobhandClaude Fable 5 5f32165184 chore(sweep): delete 43 orphaned source files; document SYCL/demo/duplication status
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Deletions (all verified unreferenced by any mod/include/path declaration;
git history preserves them):
- rtx-transformers: entire orphaned curriculum/ split (mod.rs holds the
  real inline implementation), non-_simple graph variants, superseded
  simmim/jepa_integration files, layers/{sliding_window_attention,
  positional_encoding,ssm_state_cache_original}, lib_full/lib_minimal/
  error_full/error_minimal, orphaned MoE impls (moe_layer,
  moe_integration).
- rtx-distributed/parallel_old.rs; rtx-flash-attention/{core_full,
  lib_full}.rs; rtx-compress legacy_distillation + structured_pruner.
- rtx-tensor/tensor_core.rs; rtx-runtime/{cuda_kernel_ops,
  cuda_backend_mock}.rs; rtx-memory/{gpu_pool_manager,allocator,
  pool_type}.rs; rtx-losses/{lib_minimal,lib_full}.rs.

Docs honesty:
- rtx-backend-sycl marked EXPERIMENTAL SKELETON in crate docs and
  CLAUDE.md backend table (all ops return NotImplemented).
- docs/consolidation.md records canonical MoE (layers/mixture_of_experts)
  and flash-attention (rtx-flash-attention crate) implementations plus
  remaining duplicates to consolidate.
- CLAUDE.md: meta-crate GPU features noted; simulation-only demos named;
  serving/streaming mock removal noted.

Verified: cargo check --workspace clean (rtx-onnx-codegen pre-broken at
HEAD, unrelated); lib tests pass for all touched crates (rtx-runtime's 4
failures pre-exist at HEAD).

Co-Authored-By: Claude Fable 5 <[email protected]>
2026-07-09 19:32:21 -07:00
osobhandClaude Fable 5 1e3c604896 feat(meta,jepa): expose GPU features through meta-crates; wire JEPA cluster plan and real shard loading
Meta-crates (Phase 2):
- rtx-core / rtx-training / rtx-inference-stack gain cuda and metal
  features threading into their sub-crates; GPU was previously
  unreachable through the user-facing bundles.
- rtx-training restores rtx-distributed (the hpc-channels blocker is
  gone) so the advertised DistributedTransformerTrainer resolves; drops
  the unused rtx-runtime dep.
- rtx-transformers drops unused rtx-backend/rtx-backend-cpu deps
  (stale comment referenced a teacher that never used them).

Never-compiled CUDA paths fixed (surfaced by the new feature wiring,
verified on RTX 5060 Ti / CUDA 13.1):
- rtx-compress build.rs: missing Path/Command/fs imports.
- rtx-flash-attention flash_decode_forward: reborrow &mut kernel args.
- rtx-transformers: rope kernel include path, cudarc 0.18 Arc<CudaModule>,
  PushKernelArg imports in jepa_gpu, edition-2024 ref patterns.
- rtx-memory: full cudarc 0.18 port (CudaContext, stream-based alloc,
  DevicePtr accessors, error enum formatting) across gpu_pinning,
  gpu_transfer, gpu_real, gpu_allocator/arena, gpu_tests.

JEPA (Phase 3):
- JepaRunConfig::apply_cluster_plan consumes ClusterTrainingPlan
  (batch size, TP/DP, world size, total steps) so jepa_cluster is no
  longer standalone dead config; ViTSizeStr::approx_params_m feeds
  JepaParallelConfig::for_model_and_cluster.
- WebDatasetShard::load reads real .tar shards from disk via the
  existing parser (gzip rejected explicitly); to_in_memory documented
  as synthetic/test-only.
- New image-decode feature actually defines the dep for the previously
  unreachable cfg(feature = "image-decode") JPEG/PNG decode path.

Co-Authored-By: Claude Fable 5 <[email protected]>
2026-07-09 19:25:51 -07:00
Omar SobhandClaude Sonnet 4.6 ef786c0ab1 feat(batch5): mid-batch injection, PagedAttn v2 defrag, fused RoPE kernel
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Continuous batching (rtx-serving-api):
- ContinuousBatchingConfig: enable_mid_batch_injection (default true),
  injection_check_interval (default 1), max_injections_per_step (default 4)
- ContinuousBatchingController: inject_into_active_batch() + try_inject_pending()
  allow new sequences to join a running decode batch after each step
- BatchingError::BatchFull variant; 3 new tests

PagedAttention v2 defrag (rtx-memory):
- PageTable::fragmentation_ratio() — hole-counting (sandwiched free pages / total)
- PageTable::defragment() — in-place left-compaction of physical page metadata,
  consistent lock order (free_pages -> physical_pages -> sequences); GPU KV copy
  stub comment; DefragStats return value; re-exported from lib.rs
- 4 defrag tests; fixed 2 pre-existing compile errors in gpu_oom.rs + gpu_transfer.rs
- 192 tests pass

Fused RoPE kernel (rtx-transformers):
- build_cos_sin_table() + rope_forward_cpu() CPU reference (norm-preserving)
- RopeFusedKernel wrapper; rope_forward.cu CUDA kernel (1 block per (B,H,T),
  1 thread per dim pair, NVRTC compiled)
- Replaced apply_rope_rotation() mul_scalar(0.99) stub with real pairwise rotation
- build.rs for NVRTC kernel tracking; layers/mod.rs wired; 8 tests pass

Co-Authored-By: Claude Sonnet 4.6 <[email protected]>
2026-06-27 01:40:47 +00:00
osobhandClaude Opus 4.6 02d382d5f6 style: apply rustfmt across all crates and demos
Consistent formatting pass: line wrapping, import sorting, trailing
whitespace removal, let-chain indentation, merged derive attributes,
and unsafe block reformatting.

Co-Authored-By: Claude Opus 4.6 (1M context) <[email protected]>
2026-04-12 07:01:58 -07:00
redclawsystems 4d88dc0584 Initial commit 2026-03-04 00:08:42 +00:00