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[Docs] Follow TileOPs' trace.run change in the Chinese guide, and document eight newly implemented ops - #76
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…e only with tracing on tile-ai/TileOPs#2619 has trace.run split slots off any traced build and decode and write it only while tracing is on; the English guide mirrors TileOPs and already says so.
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GemmW4A8FwdOp, HadamardTransformFwdOp, MergeAttentionStatesFwdOp and PagedKVCacheGatherFwdOp are exported by TileOPs main, and scripts/check_api_pages.py listed them as named by no page. Each gets its constructor and forward on its family's page; the Transform page drops the not-yet-implemented note, and the API index lists that page and the new GEMM and attention coverage.
tile-ai/TileOPs#2627 exports CausalConv1dFwdOp and CausalConv1dUpdateFwdOp. The forward convolution gets its own section ahead of the SSD stages, and the update joins the decode section beside SSDRecurrentFwdOp.
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trace.runalways splitsslotsoff a traced build, and decodes it and writes the HTML only while tracing is on.GemmW4A8FwdOp(#2590),HadamardTransformFwdOp(#2624),MergeAttentionStatesFwdOp(#2530),PagedKVCacheGatherFwdOp(#2519),MLAVarlenFwdOp(#2629),DSAPagedFwdOp(#2633),CausalConv1dFwdOpandCausalConv1dUpdateFwdOp(#2627).