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6 Commits
Author SHA1 Message Date
osobhandClaude Fable 5 0cbfc1a739 fix(tests): repair rtx-onnx-codegen build and all pre-existing test failures in rtx-serving-api and rtx-runtime
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- rtx-onnx-codegen: re-export AttributeValue from ir (private-module
  import broke the whole crate; remaining errors were knock-ons).
- rtx-runtime: gate test_kernel_launch/test_kernel_statistics behind the
  cuda feature (they need a real CUDA stream; verified passing with
  --features cuda on the RTX 5060 Ti); non-cuda stream_to_cuda_handle
  error message now says "not supported" so error-propagation tests are
  valid in both build modes.
- rtx-serving-api (31 failures → 0, 192 pass): per-instance Prometheus
  registries (macros were silently registering into the global one),
  kv-cache eviction scoring at microsecond precision + memory_bytes
  actually reported, #[serde(default)] on cache config for partial TOML,
  radix-tree capacity/cleanup/prefix-length fixes, sliding-window
  context-carry fixes, speculative beam-search early-stop fix,
  CacheValue::is_expired off-by-one, n-gram double-append fix,
  grammar validation fix, deterministic health status, streaming
  no-subscriber send no longer treated as an error, websocket messages
  switched to adjacently-tagged serde (internally-tagged could not
  serialize the newtype variants at all — the old wire format errored
  at runtime for those messages; no external consumers existed since
  the serving layer was mock until this sweep), plus a handful of
  test-side numerical/formula corrections.

Co-Authored-By: Claude Fable 5 <[email protected]>
2026-07-09 19:49:01 -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  real inline implementation), non-_simple graph variants, superseded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
Omar SobhandClaude Sonnet 4.6 c82d26d6e7 style: rustfmt formatting pass on rtx-tensor and rtx-flash-attention
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Import reordering, long-line reformatting — no logic changes.

Co-Authored-By: Claude Sonnet 4.6 <[email protected]>
2026-06-26 18:11:10 +00:00
osobh 5c2ee63d53 GPU Mamba forward + rtx-tensor device-pointer API + matrix exponential
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Persist accumulated WIP across rtx-tensor / rtx-transformers / rtx-runtime.
Two related feature groups:

GPU enablement (unblocks the Phase-3 spec §8 CUDA Mamba path):
- rtx-tensor: `Tensor::cuda_device_ptr()` + storage GPU-buffer accessors
  (`raw_ptr.rs`) expose the raw CUdeviceptr that kernel launches need —
  the "rtx-tensor GPU memory access API" the Mamba CUDA kernels were
  blocked on.
- rtx-transformers: `MambaBlock::forward_cuda` runs the four linear
  projections through cuBLAS on-device (in/out/x/dt_proj), keeping the
  selective scan + conv1d + activations on CPU; dispatched automatically
  from `forward` when on a CUDA device under the `cuda` feature. Updated
  `mamba_cuda_kernels.rs` accordingly.
- supporting plumbing in rtx-runtime stream/bridge and rtx-tensor
  storage/conversion/concatenation/creation + rtx-flash-attention.

Linear algebra (rtx-tensor):
- `linalg/matrix_exp.rs`: real matrix exponential via scaling-and-squaring
  with a degree-13 Padé approximant (Higham 2005), f64 internally.
- `complex/linalg.rs`: complex matmul/adjoint, Hermitian eigendecomposition
  (`ComplexEigenResult`), and the complex matrix exponential, nalgebra-backed.
- tests for both.

Builds verified on the CPU path (`cargo check -p rtx-tensor -p rtx-transformers
-p rtx-runtime -p rtx-flash-attention` clean). The `cuda` feature and the
rtx-backend-cuda NVCC build remain unbuildable on this host (CUDA/glibc header
mismatch) — pre-existing and unrelated to these changes.
2026-06-15 18:51:30 -07:00
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