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--- /dev/null +++ b/fx_ref_glm5next_d16kdsa/MANIFEST.tsv @@ -0,0 +1,1338 @@ +# dump_ref — ik_llama.cpp intermediate tensors, raw f32, little-endian +# model /models/fixtures/glm5next/glm53-fixture-00001-of-00003.gguf +# fixture bloomery.fixture.card_budget=5976883200 bloomery.fixture.seed=1 bloomery.fixture.source_header_sha256=5b45df1b613346db8570098bfa2e5a89e29f0f86fa52f22103bd1edeb953468b bloomery.fixture.source_layers=0,1,4,7,8,11,45 bloomery.fixture.version=1 +# build db517b69 +# arch glm5next +# model_file glm53-fixture-00001-of-00003.gguf +# tokens 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+# flags -m /models/fixtures/glm5next/glm53-fixture-00001-of-00003.gguf --expect-arch glm5next --tokens-file /root/bloomery-data/glm5next/corpus-prose.ids --tokens-count 16383 -ngl 0 -c 16384 -t 32 --decode-step --dsa --prefill-routes ffn_moe_topk,ffn_moe_weights,ffn_moe_weights_scaled +# tokens_file /root/bloomery-data/glm5next/corpus-prose.ids +# tokens_file_sha256 8af07981c1749170b57d424cff5274b89be063c1eb44ffa3a443ddc16642bb64 +# tokens_count 16383 +# prefill 16382 +# decode_pos 16382 +# prefill_schedule fused except at the routing nodes — only ffn_moe_topk-, ffn_moe_weights-, ffn_moe_weights_scaled- were asked for, so each split ran in groups that end at them, with ik's serving fusions inside a group, and their rows are the only thing written of the prefill (# prefill_routes): it rounds differently from a dumped prefill, the router's top-k turns that into other expert choices, and the caches the step reads drift from a dumped prefill's with depth; this set's rows are consistent with those caches +# state_inputs persistent leaves the step reads (caches, compressor states) are input rows, written at their first reader before the step changes them; graph scratch leaves are skip-input rows +# prefill_routes ik's routing of the prefill's positions: the nodes ffn_moe_topk-, ffn_moe_weights-, ffn_moe_weights_scaled- of each ubatch of the quiet prefill (n_ubatch 512) are tensor rows named prefill., one occurrence a ubatch in prefill order, their positions following in order from 0; they come before the step's rows, which keep their names and their occurrences from 0; nothing else of the prefill is written +# fused_idx_topk 1 +# kind name occurrence type ne0 ne1 ne2 ne3 bytes sum op contig logical src0 src1 +# int name occurrence of type twin layout count bytes sum absmax file +# input name occurrence type ne0 ne1 ne2 ne3 bytes sum op contig logical src0 src1 +tensor prefill.ffn_moe_topk-2 0 i32 8 512 1 1 16384 581555.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 0 tensor i32 i32 flat 4096 16384 581555 287 prefill.ffn_moe_topk-2.0.i32 +int prefill.ffn_moe_topk-2 0 tensor i32 i32 logical 4096 16384 614537 287 prefill.ffn_moe_topk-2.0.logical.i32 +tensor prefill.ffn_moe_weights-2 0 f32 1 8 512 1 16384 3684.882726 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 0 f32 1 8 512 1 16384 1280.000006 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 0 i32 8 512 1 1 16384 581866.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 0 tensor i32 i32 flat 4096 16384 581866 287 prefill.ffn_moe_topk-3.0.i32 +int prefill.ffn_moe_topk-3 0 tensor i32 i32 logical 4096 16384 621506 287 prefill.ffn_moe_topk-3.0.logical.i32 +tensor prefill.ffn_moe_weights-3 0 f32 1 8 512 1 16384 3696.985919 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 0 f32 1 8 512 1 16384 1280.000002 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 0 i32 8 512 1 1 16384 581424.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 0 tensor i32 i32 flat 4096 16384 581424 287 prefill.ffn_moe_topk-4.0.i32 +int prefill.ffn_moe_topk-4 0 tensor i32 i32 logical 4096 16384 571511 287 prefill.ffn_moe_topk-4.0.logical.i32 +tensor prefill.ffn_moe_weights-4 0 f32 1 8 512 1 16384 3707.899937 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 0 f32 1 8 512 1 16384 1279.999999 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 0 i32 8 512 1 1 16384 582026.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 0 tensor i32 i32 flat 4096 16384 582026 287 prefill.ffn_moe_topk-5.0.i32 +int prefill.ffn_moe_topk-5 0 tensor i32 i32 logical 4096 16384 593344 287 prefill.ffn_moe_topk-5.0.logical.i32 +tensor prefill.ffn_moe_weights-5 0 f32 1 8 512 1 16384 3679.658547 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 0 f32 1 8 512 1 16384 1280.000003 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 1 i32 8 512 1 1 16384 581168.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 1 tensor i32 i32 flat 4096 16384 581168 287 prefill.ffn_moe_topk-2.1.i32 +int prefill.ffn_moe_topk-2 1 tensor i32 i32 logical 4096 16384 605465 287 prefill.ffn_moe_topk-2.1.logical.i32 +tensor prefill.ffn_moe_weights-2 1 f32 1 8 512 1 16384 3690.271756 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 1 f32 1 8 512 1 16384 1280.000001 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 1 i32 8 512 1 1 16384 581389.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 1 tensor i32 i32 flat 4096 16384 581389 287 prefill.ffn_moe_topk-3.1.i32 +int prefill.ffn_moe_topk-3 1 tensor i32 i32 logical 4096 16384 642445 287 prefill.ffn_moe_topk-3.1.logical.i32 +tensor prefill.ffn_moe_weights-3 1 f32 1 8 512 1 16384 3695.257493 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 1 f32 1 8 512 1 16384 1279.999999 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 1 i32 8 512 1 1 16384 581592.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 1 tensor i32 i32 flat 4096 16384 581592 287 prefill.ffn_moe_topk-4.1.i32 +int prefill.ffn_moe_topk-4 1 tensor i32 i32 logical 4096 16384 567486 287 prefill.ffn_moe_topk-4.1.logical.i32 +tensor prefill.ffn_moe_weights-4 1 f32 1 8 512 1 16384 3704.302049 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 1 f32 1 8 512 1 16384 1279.999997 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 1 i32 8 512 1 1 16384 581527.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 1 tensor i32 i32 flat 4096 16384 581527 287 prefill.ffn_moe_topk-5.1.i32 +int prefill.ffn_moe_topk-5 1 tensor i32 i32 logical 4096 16384 584664 287 prefill.ffn_moe_topk-5.1.logical.i32 +tensor prefill.ffn_moe_weights-5 1 f32 1 8 512 1 16384 3677.895255 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 1 f32 1 8 512 1 16384 1279.999999 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 2 i32 8 512 1 1 16384 581308.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 2 tensor i32 i32 flat 4096 16384 581308 287 prefill.ffn_moe_topk-2.2.i32 +int prefill.ffn_moe_topk-2 2 tensor i32 i32 logical 4096 16384 611180 287 prefill.ffn_moe_topk-2.2.logical.i32 +tensor prefill.ffn_moe_weights-2 2 f32 1 8 512 1 16384 3692.801363 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 2 f32 1 8 512 1 16384 1279.999999 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 2 i32 8 512 1 1 16384 581449.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 2 tensor i32 i32 flat 4096 16384 581449 287 prefill.ffn_moe_topk-3.2.i32 +int prefill.ffn_moe_topk-3 2 tensor i32 i32 logical 4096 16384 636370 287 prefill.ffn_moe_topk-3.2.logical.i32 +tensor prefill.ffn_moe_weights-3 2 f32 1 8 512 1 16384 3700.065944 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 2 f32 1 8 512 1 16384 1280.000001 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 2 i32 8 512 1 1 16384 581789.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 2 tensor i32 i32 flat 4096 16384 581789 287 prefill.ffn_moe_topk-4.2.i32 +int prefill.ffn_moe_topk-4 2 tensor i32 i32 logical 4096 16384 570761 287 prefill.ffn_moe_topk-4.2.logical.i32 +tensor prefill.ffn_moe_weights-4 2 f32 1 8 512 1 16384 3712.018985 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 2 f32 1 8 512 1 16384 1280.000004 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 2 i32 8 512 1 1 16384 581347.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 2 tensor i32 i32 flat 4096 16384 581347 287 prefill.ffn_moe_topk-5.2.i32 +int prefill.ffn_moe_topk-5 2 tensor i32 i32 logical 4096 16384 597761 287 prefill.ffn_moe_topk-5.2.logical.i32 +tensor prefill.ffn_moe_weights-5 2 f32 1 8 512 1 16384 3683.657402 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 2 f32 1 8 512 1 16384 1280.000001 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 3 i32 8 512 1 1 16384 582079.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 3 tensor i32 i32 flat 4096 16384 582079 287 prefill.ffn_moe_topk-2.3.i32 +int prefill.ffn_moe_topk-2 3 tensor i32 i32 logical 4096 16384 616070 287 prefill.ffn_moe_topk-2.3.logical.i32 +tensor prefill.ffn_moe_weights-2 3 f32 1 8 512 1 16384 3697.827268 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 3 f32 1 8 512 1 16384 1279.999998 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 3 i32 8 512 1 1 16384 581741.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 3 tensor i32 i32 flat 4096 16384 581741 287 prefill.ffn_moe_topk-3.3.i32 +int prefill.ffn_moe_topk-3 3 tensor i32 i32 logical 4096 16384 639165 287 prefill.ffn_moe_topk-3.3.logical.i32 +tensor prefill.ffn_moe_weights-3 3 f32 1 8 512 1 16384 3701.357529 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 3 f32 1 8 512 1 16384 1280.000001 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 3 i32 8 512 1 1 16384 581178.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 3 tensor i32 i32 flat 4096 16384 581178 287 prefill.ffn_moe_topk-4.3.i32 +int prefill.ffn_moe_topk-4 3 tensor i32 i32 logical 4096 16384 572827 287 prefill.ffn_moe_topk-4.3.logical.i32 +tensor prefill.ffn_moe_weights-4 3 f32 1 8 512 1 16384 3707.489744 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 3 f32 1 8 512 1 16384 1280.000002 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 3 i32 8 512 1 1 16384 581418.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 3 tensor i32 i32 flat 4096 16384 581418 287 prefill.ffn_moe_topk-5.3.i32 +int prefill.ffn_moe_topk-5 3 tensor i32 i32 logical 4096 16384 599806 287 prefill.ffn_moe_topk-5.3.logical.i32 +tensor prefill.ffn_moe_weights-5 3 f32 1 8 512 1 16384 3682.420763 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 3 f32 1 8 512 1 16384 1280.000002 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 4 i32 8 512 1 1 16384 581615.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 4 tensor i32 i32 flat 4096 16384 581615 287 prefill.ffn_moe_topk-2.4.i32 +int prefill.ffn_moe_topk-2 4 tensor i32 i32 logical 4096 16384 611898 287 prefill.ffn_moe_topk-2.4.logical.i32 +tensor prefill.ffn_moe_weights-2 4 f32 1 8 512 1 16384 3702.193021 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 4 f32 1 8 512 1 16384 1280.000000 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 4 i32 8 512 1 1 16384 581495.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 4 tensor i32 i32 flat 4096 16384 581495 287 prefill.ffn_moe_topk-3.4.i32 +int prefill.ffn_moe_topk-3 4 tensor i32 i32 logical 4096 16384 617956 287 prefill.ffn_moe_topk-3.4.logical.i32 +tensor prefill.ffn_moe_weights-3 4 f32 1 8 512 1 16384 3699.366795 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 4 f32 1 8 512 1 16384 1280.000001 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 4 i32 8 512 1 1 16384 581346.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 4 tensor i32 i32 flat 4096 16384 581346 287 prefill.ffn_moe_topk-4.4.i32 +int prefill.ffn_moe_topk-4 4 tensor i32 i32 logical 4096 16384 579020 287 prefill.ffn_moe_topk-4.4.logical.i32 +tensor prefill.ffn_moe_weights-4 4 f32 1 8 512 1 16384 3709.740099 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 4 f32 1 8 512 1 16384 1280.000003 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 4 i32 8 512 1 1 16384 581368.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 4 tensor i32 i32 flat 4096 16384 581368 287 prefill.ffn_moe_topk-5.4.i32 +int prefill.ffn_moe_topk-5 4 tensor i32 i32 logical 4096 16384 590583 287 prefill.ffn_moe_topk-5.4.logical.i32 +tensor prefill.ffn_moe_weights-5 4 f32 1 8 512 1 16384 3685.534249 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 4 f32 1 8 512 1 16384 1279.999998 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 5 i32 8 512 1 1 16384 581924.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 5 tensor i32 i32 flat 4096 16384 581924 287 prefill.ffn_moe_topk-2.5.i32 +int prefill.ffn_moe_topk-2 5 tensor i32 i32 logical 4096 16384 616912 287 prefill.ffn_moe_topk-2.5.logical.i32 +tensor prefill.ffn_moe_weights-2 5 f32 1 8 512 1 16384 3695.092086 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 5 f32 1 8 512 1 16384 1279.999992 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 5 i32 8 512 1 1 16384 581235.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 5 tensor i32 i32 flat 4096 16384 581235 287 prefill.ffn_moe_topk-3.5.i32 +int prefill.ffn_moe_topk-3 5 tensor i32 i32 logical 4096 16384 625487 287 prefill.ffn_moe_topk-3.5.logical.i32 +tensor prefill.ffn_moe_weights-3 5 f32 1 8 512 1 16384 3694.963288 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 5 f32 1 8 512 1 16384 1280.000000 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 5 i32 8 512 1 1 16384 581341.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 5 tensor i32 i32 flat 4096 16384 581341 287 prefill.ffn_moe_topk-4.5.i32 +int prefill.ffn_moe_topk-4 5 tensor i32 i32 logical 4096 16384 573274 287 prefill.ffn_moe_topk-4.5.logical.i32 +tensor prefill.ffn_moe_weights-4 5 f32 1 8 512 1 16384 3708.250620 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 5 f32 1 8 512 1 16384 1279.999998 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 5 i32 8 512 1 1 16384 581718.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 5 tensor i32 i32 flat 4096 16384 581718 287 prefill.ffn_moe_topk-5.5.i32 +int prefill.ffn_moe_topk-5 5 tensor i32 i32 logical 4096 16384 589994 287 prefill.ffn_moe_topk-5.5.logical.i32 +tensor prefill.ffn_moe_weights-5 5 f32 1 8 512 1 16384 3675.982711 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 5 f32 1 8 512 1 16384 1279.999998 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 6 i32 8 512 1 1 16384 581380.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 6 tensor i32 i32 flat 4096 16384 581380 287 prefill.ffn_moe_topk-2.6.i32 +int prefill.ffn_moe_topk-2 6 tensor i32 i32 logical 4096 16384 622868 287 prefill.ffn_moe_topk-2.6.logical.i32 +tensor prefill.ffn_moe_weights-2 6 f32 1 8 512 1 16384 3698.495552 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 6 f32 1 8 512 1 16384 1279.999996 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 6 i32 8 512 1 1 16384 581466.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 6 tensor i32 i32 flat 4096 16384 581466 287 prefill.ffn_moe_topk-3.6.i32 +int prefill.ffn_moe_topk-3 6 tensor i32 i32 logical 4096 16384 641837 287 prefill.ffn_moe_topk-3.6.logical.i32 +tensor prefill.ffn_moe_weights-3 6 f32 1 8 512 1 16384 3694.918364 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 6 f32 1 8 512 1 16384 1280.000000 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 6 i32 8 512 1 1 16384 581134.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 6 tensor i32 i32 flat 4096 16384 581134 287 prefill.ffn_moe_topk-4.6.i32 +int prefill.ffn_moe_topk-4 6 tensor i32 i32 logical 4096 16384 578687 287 prefill.ffn_moe_topk-4.6.logical.i32 +tensor prefill.ffn_moe_weights-4 6 f32 1 8 512 1 16384 3702.779443 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 6 f32 1 8 512 1 16384 1279.999995 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 6 i32 8 512 1 1 16384 581655.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 6 tensor i32 i32 flat 4096 16384 581655 287 prefill.ffn_moe_topk-5.6.i32 +int prefill.ffn_moe_topk-5 6 tensor i32 i32 logical 4096 16384 598068 287 prefill.ffn_moe_topk-5.6.logical.i32 +tensor prefill.ffn_moe_weights-5 6 f32 1 8 512 1 16384 3673.754020 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 6 f32 1 8 512 1 16384 1279.999999 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 7 i32 8 512 1 1 16384 581726.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 7 tensor i32 i32 flat 4096 16384 581726 287 prefill.ffn_moe_topk-2.7.i32 +int prefill.ffn_moe_topk-2 7 tensor i32 i32 logical 4096 16384 618233 287 prefill.ffn_moe_topk-2.7.logical.i32 +tensor prefill.ffn_moe_weights-2 7 f32 1 8 512 1 16384 3691.872392 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 7 f32 1 8 512 1 16384 1279.999999 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 7 i32 8 512 1 1 16384 581608.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 7 tensor i32 i32 flat 4096 16384 581608 287 prefill.ffn_moe_topk-3.7.i32 +int prefill.ffn_moe_topk-3 7 tensor i32 i32 logical 4096 16384 631186 287 prefill.ffn_moe_topk-3.7.logical.i32 +tensor prefill.ffn_moe_weights-3 7 f32 1 8 512 1 16384 3702.048747 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 7 f32 1 8 512 1 16384 1279.999997 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 7 i32 8 512 1 1 16384 581649.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 7 tensor i32 i32 flat 4096 16384 581649 287 prefill.ffn_moe_topk-4.7.i32 +int prefill.ffn_moe_topk-4 7 tensor i32 i32 logical 4096 16384 569601 287 prefill.ffn_moe_topk-4.7.logical.i32 +tensor prefill.ffn_moe_weights-4 7 f32 1 8 512 1 16384 3706.354387 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 7 f32 1 8 512 1 16384 1280.000001 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 7 i32 8 512 1 1 16384 581152.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 7 tensor i32 i32 flat 4096 16384 581152 287 prefill.ffn_moe_topk-5.7.i32 +int prefill.ffn_moe_topk-5 7 tensor i32 i32 logical 4096 16384 593992 287 prefill.ffn_moe_topk-5.7.logical.i32 +tensor prefill.ffn_moe_weights-5 7 f32 1 8 512 1 16384 3680.852400 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 7 f32 1 8 512 1 16384 1279.999997 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 8 i32 8 512 1 1 16384 581443.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 8 tensor i32 i32 flat 4096 16384 581443 287 prefill.ffn_moe_topk-2.8.i32 +int prefill.ffn_moe_topk-2 8 tensor i32 i32 logical 4096 16384 610832 287 prefill.ffn_moe_topk-2.8.logical.i32 +tensor prefill.ffn_moe_weights-2 8 f32 1 8 512 1 16384 3695.103944 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 8 f32 1 8 512 1 16384 1279.999998 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 8 i32 8 512 1 1 16384 581264.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 8 tensor i32 i32 flat 4096 16384 581264 287 prefill.ffn_moe_topk-3.8.i32 +int prefill.ffn_moe_topk-3 8 tensor i32 i32 logical 4096 16384 622563 286 prefill.ffn_moe_topk-3.8.logical.i32 +tensor prefill.ffn_moe_weights-3 8 f32 1 8 512 1 16384 3693.844405 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 8 f32 1 8 512 1 16384 1279.999999 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 8 i32 8 512 1 1 16384 581148.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 8 tensor i32 i32 flat 4096 16384 581148 287 prefill.ffn_moe_topk-4.8.i32 +int prefill.ffn_moe_topk-4 8 tensor i32 i32 logical 4096 16384 572317 287 prefill.ffn_moe_topk-4.8.logical.i32 +tensor prefill.ffn_moe_weights-4 8 f32 1 8 512 1 16384 3706.808020 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 8 f32 1 8 512 1 16384 1279.999998 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 8 i32 8 512 1 1 16384 581660.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 8 tensor i32 i32 flat 4096 16384 581660 287 prefill.ffn_moe_topk-5.8.i32 +int prefill.ffn_moe_topk-5 8 tensor i32 i32 logical 4096 16384 596778 287 prefill.ffn_moe_topk-5.8.logical.i32 +tensor prefill.ffn_moe_weights-5 8 f32 1 8 512 1 16384 3681.292416 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 8 f32 1 8 512 1 16384 1280.000001 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 9 i32 8 512 1 1 16384 581744.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 9 tensor i32 i32 flat 4096 16384 581744 287 prefill.ffn_moe_topk-2.9.i32 +int prefill.ffn_moe_topk-2 9 tensor i32 i32 logical 4096 16384 614996 287 prefill.ffn_moe_topk-2.9.logical.i32 +tensor prefill.ffn_moe_weights-2 9 f32 1 8 512 1 16384 3697.055371 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 9 f32 1 8 512 1 16384 1279.999998 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 9 i32 8 512 1 1 16384 581697.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 9 tensor i32 i32 flat 4096 16384 581697 287 prefill.ffn_moe_topk-3.9.i32 +int prefill.ffn_moe_topk-3 9 tensor i32 i32 logical 4096 16384 632199 287 prefill.ffn_moe_topk-3.9.logical.i32 +tensor prefill.ffn_moe_weights-3 9 f32 1 8 512 1 16384 3689.954188 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 9 f32 1 8 512 1 16384 1280.000005 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 9 i32 8 512 1 1 16384 581504.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 9 tensor i32 i32 flat 4096 16384 581504 287 prefill.ffn_moe_topk-4.9.i32 +int prefill.ffn_moe_topk-4 9 tensor i32 i32 logical 4096 16384 582728 287 prefill.ffn_moe_topk-4.9.logical.i32 +tensor prefill.ffn_moe_weights-4 9 f32 1 8 512 1 16384 3700.792762 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 9 f32 1 8 512 1 16384 1280.000003 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 9 i32 8 512 1 1 16384 581805.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 9 tensor i32 i32 flat 4096 16384 581805 287 prefill.ffn_moe_topk-5.9.i32 +int prefill.ffn_moe_topk-5 9 tensor i32 i32 logical 4096 16384 595812 287 prefill.ffn_moe_topk-5.9.logical.i32 +tensor prefill.ffn_moe_weights-5 9 f32 1 8 512 1 16384 3680.508063 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 9 f32 1 8 512 1 16384 1280.000006 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 10 i32 8 512 1 1 16384 581746.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 10 tensor i32 i32 flat 4096 16384 581746 287 prefill.ffn_moe_topk-2.10.i32 +int prefill.ffn_moe_topk-2 10 tensor i32 i32 logical 4096 16384 618141 287 prefill.ffn_moe_topk-2.10.logical.i32 +tensor prefill.ffn_moe_weights-2 10 f32 1 8 512 1 16384 3698.425862 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 10 f32 1 8 512 1 16384 1280.000008 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 10 i32 8 512 1 1 16384 581327.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 10 tensor i32 i32 flat 4096 16384 581327 287 prefill.ffn_moe_topk-3.10.i32 +int prefill.ffn_moe_topk-3 10 tensor i32 i32 logical 4096 16384 644052 287 prefill.ffn_moe_topk-3.10.logical.i32 +tensor prefill.ffn_moe_weights-3 10 f32 1 8 512 1 16384 3698.075266 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 10 f32 1 8 512 1 16384 1280.000003 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 10 i32 8 512 1 1 16384 581137.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 10 tensor i32 i32 flat 4096 16384 581137 287 prefill.ffn_moe_topk-4.10.i32 +int prefill.ffn_moe_topk-4 10 tensor i32 i32 logical 4096 16384 571330 287 prefill.ffn_moe_topk-4.10.logical.i32 +tensor prefill.ffn_moe_weights-4 10 f32 1 8 512 1 16384 3710.234054 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 10 f32 1 8 512 1 16384 1279.999998 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 10 i32 8 512 1 1 16384 581483.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 10 tensor i32 i32 flat 4096 16384 581483 287 prefill.ffn_moe_topk-5.10.i32 +int prefill.ffn_moe_topk-5 10 tensor i32 i32 logical 4096 16384 593963 287 prefill.ffn_moe_topk-5.10.logical.i32 +tensor prefill.ffn_moe_weights-5 10 f32 1 8 512 1 16384 3679.737132 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 10 f32 1 8 512 1 16384 1279.999998 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 11 i32 8 512 1 1 16384 581692.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 11 tensor i32 i32 flat 4096 16384 581692 287 prefill.ffn_moe_topk-2.11.i32 +int prefill.ffn_moe_topk-2 11 tensor i32 i32 logical 4096 16384 600080 287 prefill.ffn_moe_topk-2.11.logical.i32 +tensor prefill.ffn_moe_weights-2 11 f32 1 8 512 1 16384 3695.924413 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 11 f32 1 8 512 1 16384 1280.000000 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 11 i32 8 512 1 1 16384 581870.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 11 tensor i32 i32 flat 4096 16384 581870 287 prefill.ffn_moe_topk-3.11.i32 +int prefill.ffn_moe_topk-3 11 tensor i32 i32 logical 4096 16384 623200 287 prefill.ffn_moe_topk-3.11.logical.i32 +tensor prefill.ffn_moe_weights-3 11 f32 1 8 512 1 16384 3697.609191 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 11 f32 1 8 512 1 16384 1279.999999 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 11 i32 8 512 1 1 16384 581600.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 11 tensor i32 i32 flat 4096 16384 581600 287 prefill.ffn_moe_topk-4.11.i32 +int prefill.ffn_moe_topk-4 11 tensor i32 i32 logical 4096 16384 579041 287 prefill.ffn_moe_topk-4.11.logical.i32 +tensor prefill.ffn_moe_weights-4 11 f32 1 8 512 1 16384 3714.414130 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 11 f32 1 8 512 1 16384 1279.999999 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 11 i32 8 512 1 1 16384 581821.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 11 tensor i32 i32 flat 4096 16384 581821 287 prefill.ffn_moe_topk-5.11.i32 +int prefill.ffn_moe_topk-5 11 tensor i32 i32 logical 4096 16384 584879 287 prefill.ffn_moe_topk-5.11.logical.i32 +tensor prefill.ffn_moe_weights-5 11 f32 1 8 512 1 16384 3678.161308 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 11 f32 1 8 512 1 16384 1279.999999 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 12 i32 8 512 1 1 16384 581484.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 12 tensor i32 i32 flat 4096 16384 581484 287 prefill.ffn_moe_topk-2.12.i32 +int prefill.ffn_moe_topk-2 12 tensor i32 i32 logical 4096 16384 618265 287 prefill.ffn_moe_topk-2.12.logical.i32 +tensor prefill.ffn_moe_weights-2 12 f32 1 8 512 1 16384 3695.966709 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 12 f32 1 8 512 1 16384 1280.000001 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 12 i32 8 512 1 1 16384 581222.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 12 tensor i32 i32 flat 4096 16384 581222 287 prefill.ffn_moe_topk-3.12.i32 +int prefill.ffn_moe_topk-3 12 tensor i32 i32 logical 4096 16384 636703 287 prefill.ffn_moe_topk-3.12.logical.i32 +tensor prefill.ffn_moe_weights-3 12 f32 1 8 512 1 16384 3702.354784 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 12 f32 1 8 512 1 16384 1280.000001 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 12 i32 8 512 1 1 16384 581324.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 12 tensor i32 i32 flat 4096 16384 581324 287 prefill.ffn_moe_topk-4.12.i32 +int prefill.ffn_moe_topk-4 12 tensor i32 i32 logical 4096 16384 576832 287 prefill.ffn_moe_topk-4.12.logical.i32 +tensor prefill.ffn_moe_weights-4 12 f32 1 8 512 1 16384 3705.898173 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 12 f32 1 8 512 1 16384 1280.000002 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 12 i32 8 512 1 1 16384 581264.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 12 tensor i32 i32 flat 4096 16384 581264 287 prefill.ffn_moe_topk-5.12.i32 +int prefill.ffn_moe_topk-5 12 tensor i32 i32 logical 4096 16384 599480 287 prefill.ffn_moe_topk-5.12.logical.i32 +tensor prefill.ffn_moe_weights-5 12 f32 1 8 512 1 16384 3675.764365 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 12 f32 1 8 512 1 16384 1279.999998 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 13 i32 8 512 1 1 16384 581511.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 13 tensor i32 i32 flat 4096 16384 581511 287 prefill.ffn_moe_topk-2.13.i32 +int prefill.ffn_moe_topk-2 13 tensor i32 i32 logical 4096 16384 614400 287 prefill.ffn_moe_topk-2.13.logical.i32 +tensor prefill.ffn_moe_weights-2 13 f32 1 8 512 1 16384 3694.814584 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 13 f32 1 8 512 1 16384 1279.999997 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 13 i32 8 512 1 1 16384 581606.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 13 tensor i32 i32 flat 4096 16384 581606 287 prefill.ffn_moe_topk-3.13.i32 +int prefill.ffn_moe_topk-3 13 tensor i32 i32 logical 4096 16384 621237 286 prefill.ffn_moe_topk-3.13.logical.i32 +tensor prefill.ffn_moe_weights-3 13 f32 1 8 512 1 16384 3694.938946 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 13 f32 1 8 512 1 16384 1279.999999 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 13 i32 8 512 1 1 16384 580927.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 13 tensor i32 i32 flat 4096 16384 580927 287 prefill.ffn_moe_topk-4.13.i32 +int prefill.ffn_moe_topk-4 13 tensor i32 i32 logical 4096 16384 567847 287 prefill.ffn_moe_topk-4.13.logical.i32 +tensor prefill.ffn_moe_weights-4 13 f32 1 8 512 1 16384 3712.259913 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 13 f32 1 8 512 1 16384 1280.000005 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 13 i32 8 512 1 1 16384 581881.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 13 tensor i32 i32 flat 4096 16384 581881 287 prefill.ffn_moe_topk-5.13.i32 +int prefill.ffn_moe_topk-5 13 tensor i32 i32 logical 4096 16384 589913 287 prefill.ffn_moe_topk-5.13.logical.i32 +tensor prefill.ffn_moe_weights-5 13 f32 1 8 512 1 16384 3687.902951 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 13 f32 1 8 512 1 16384 1280.000004 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 14 i32 8 512 1 1 16384 581745.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 14 tensor i32 i32 flat 4096 16384 581745 287 prefill.ffn_moe_topk-2.14.i32 +int prefill.ffn_moe_topk-2 14 tensor i32 i32 logical 4096 16384 610835 287 prefill.ffn_moe_topk-2.14.logical.i32 +tensor prefill.ffn_moe_weights-2 14 f32 1 8 512 1 16384 3695.286046 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 14 f32 1 8 512 1 16384 1279.999999 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 14 i32 8 512 1 1 16384 582058.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 14 tensor i32 i32 flat 4096 16384 582058 287 prefill.ffn_moe_topk-3.14.i32 +int prefill.ffn_moe_topk-3 14 tensor i32 i32 logical 4096 16384 624250 287 prefill.ffn_moe_topk-3.14.logical.i32 +tensor prefill.ffn_moe_weights-3 14 f32 1 8 512 1 16384 3694.578157 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 14 f32 1 8 512 1 16384 1280.000001 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 14 i32 8 512 1 1 16384 581084.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 14 tensor i32 i32 flat 4096 16384 581084 287 prefill.ffn_moe_topk-4.14.i32 +int prefill.ffn_moe_topk-4 14 tensor i32 i32 logical 4096 16384 571313 287 prefill.ffn_moe_topk-4.14.logical.i32 +tensor prefill.ffn_moe_weights-4 14 f32 1 8 512 1 16384 3711.456215 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 14 f32 1 8 512 1 16384 1280.000000 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 14 i32 8 512 1 1 16384 581904.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 14 tensor i32 i32 flat 4096 16384 581904 287 prefill.ffn_moe_topk-5.14.i32 +int prefill.ffn_moe_topk-5 14 tensor i32 i32 logical 4096 16384 591817 287 prefill.ffn_moe_topk-5.14.logical.i32 +tensor prefill.ffn_moe_weights-5 14 f32 1 8 512 1 16384 3685.062365 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 14 f32 1 8 512 1 16384 1279.999997 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 15 i32 8 512 1 1 16384 581438.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 15 tensor i32 i32 flat 4096 16384 581438 287 prefill.ffn_moe_topk-2.15.i32 +int prefill.ffn_moe_topk-2 15 tensor i32 i32 logical 4096 16384 619809 287 prefill.ffn_moe_topk-2.15.logical.i32 +tensor prefill.ffn_moe_weights-2 15 f32 1 8 512 1 16384 3697.367032 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 15 f32 1 8 512 1 16384 1280.000002 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 15 i32 8 512 1 1 16384 581633.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 15 tensor i32 i32 flat 4096 16384 581633 287 prefill.ffn_moe_topk-3.15.i32 +int prefill.ffn_moe_topk-3 15 tensor i32 i32 logical 4096 16384 629778 287 prefill.ffn_moe_topk-3.15.logical.i32 +tensor prefill.ffn_moe_weights-3 15 f32 1 8 512 1 16384 3699.250483 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 15 f32 1 8 512 1 16384 1280.000002 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 15 i32 8 512 1 1 16384 581438.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 15 tensor i32 i32 flat 4096 16384 581438 287 prefill.ffn_moe_topk-4.15.i32 +int prefill.ffn_moe_topk-4 15 tensor i32 i32 logical 4096 16384 576021 287 prefill.ffn_moe_topk-4.15.logical.i32 +tensor prefill.ffn_moe_weights-4 15 f32 1 8 512 1 16384 3709.810519 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 15 f32 1 8 512 1 16384 1279.999996 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 15 i32 8 512 1 1 16384 581745.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 15 tensor i32 i32 flat 4096 16384 581745 287 prefill.ffn_moe_topk-5.15.i32 +int prefill.ffn_moe_topk-5 15 tensor i32 i32 logical 4096 16384 603578 287 prefill.ffn_moe_topk-5.15.logical.i32 +tensor prefill.ffn_moe_weights-5 15 f32 1 8 512 1 16384 3682.510902 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 15 f32 1 8 512 1 16384 1280.000000 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 16 i32 8 512 1 1 16384 581514.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 16 tensor i32 i32 flat 4096 16384 581514 287 prefill.ffn_moe_topk-2.16.i32 +int prefill.ffn_moe_topk-2 16 tensor i32 i32 logical 4096 16384 605428 287 prefill.ffn_moe_topk-2.16.logical.i32 +tensor prefill.ffn_moe_weights-2 16 f32 1 8 512 1 16384 3697.907029 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 16 f32 1 8 512 1 16384 1280.000003 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 16 i32 8 512 1 1 16384 581978.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 16 tensor i32 i32 flat 4096 16384 581978 287 prefill.ffn_moe_topk-3.16.i32 +int prefill.ffn_moe_topk-3 16 tensor i32 i32 logical 4096 16384 629896 287 prefill.ffn_moe_topk-3.16.logical.i32 +tensor prefill.ffn_moe_weights-3 16 f32 1 8 512 1 16384 3698.056039 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 16 f32 1 8 512 1 16384 1280.000004 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 16 i32 8 512 1 1 16384 581216.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 16 tensor i32 i32 flat 4096 16384 581216 287 prefill.ffn_moe_topk-4.16.i32 +int prefill.ffn_moe_topk-4 16 tensor i32 i32 logical 4096 16384 572173 286 prefill.ffn_moe_topk-4.16.logical.i32 +tensor prefill.ffn_moe_weights-4 16 f32 1 8 512 1 16384 3700.271493 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 16 f32 1 8 512 1 16384 1279.999995 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 16 i32 8 512 1 1 16384 581245.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 16 tensor i32 i32 flat 4096 16384 581245 287 prefill.ffn_moe_topk-5.16.i32 +int prefill.ffn_moe_topk-5 16 tensor i32 i32 logical 4096 16384 599397 287 prefill.ffn_moe_topk-5.16.logical.i32 +tensor prefill.ffn_moe_weights-5 16 f32 1 8 512 1 16384 3682.109519 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 16 f32 1 8 512 1 16384 1280.000002 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 17 i32 8 512 1 1 16384 581697.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 17 tensor i32 i32 flat 4096 16384 581697 287 prefill.ffn_moe_topk-2.17.i32 +int prefill.ffn_moe_topk-2 17 tensor i32 i32 logical 4096 16384 619336 287 prefill.ffn_moe_topk-2.17.logical.i32 +tensor prefill.ffn_moe_weights-2 17 f32 1 8 512 1 16384 3692.989980 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 17 f32 1 8 512 1 16384 1280.000002 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 17 i32 8 512 1 1 16384 581387.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 17 tensor i32 i32 flat 4096 16384 581387 287 prefill.ffn_moe_topk-3.17.i32 +int prefill.ffn_moe_topk-3 17 tensor i32 i32 logical 4096 16384 638878 287 prefill.ffn_moe_topk-3.17.logical.i32 +tensor prefill.ffn_moe_weights-3 17 f32 1 8 512 1 16384 3695.659765 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 17 f32 1 8 512 1 16384 1280.000004 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 17 i32 8 512 1 1 16384 581903.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 17 tensor i32 i32 flat 4096 16384 581903 287 prefill.ffn_moe_topk-4.17.i32 +int prefill.ffn_moe_topk-4 17 tensor i32 i32 logical 4096 16384 570948 287 prefill.ffn_moe_topk-4.17.logical.i32 +tensor prefill.ffn_moe_weights-4 17 f32 1 8 512 1 16384 3706.181487 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 17 f32 1 8 512 1 16384 1279.999999 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 17 i32 8 512 1 1 16384 581617.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 17 tensor i32 i32 flat 4096 16384 581617 287 prefill.ffn_moe_topk-5.17.i32 +int prefill.ffn_moe_topk-5 17 tensor i32 i32 logical 4096 16384 592256 287 prefill.ffn_moe_topk-5.17.logical.i32 +tensor prefill.ffn_moe_weights-5 17 f32 1 8 512 1 16384 3682.283237 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 17 f32 1 8 512 1 16384 1279.999999 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 18 i32 8 512 1 1 16384 581368.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 18 tensor i32 i32 flat 4096 16384 581368 287 prefill.ffn_moe_topk-2.18.i32 +int prefill.ffn_moe_topk-2 18 tensor i32 i32 logical 4096 16384 637007 287 prefill.ffn_moe_topk-2.18.logical.i32 +tensor prefill.ffn_moe_weights-2 18 f32 1 8 512 1 16384 3686.157200 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 18 f32 1 8 512 1 16384 1280.000003 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 18 i32 8 512 1 1 16384 581760.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 18 tensor i32 i32 flat 4096 16384 581760 287 prefill.ffn_moe_topk-3.18.i32 +int prefill.ffn_moe_topk-3 18 tensor i32 i32 logical 4096 16384 626812 287 prefill.ffn_moe_topk-3.18.logical.i32 +tensor prefill.ffn_moe_weights-3 18 f32 1 8 512 1 16384 3698.571155 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 18 f32 1 8 512 1 16384 1279.999999 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 18 i32 8 512 1 1 16384 581538.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 18 tensor i32 i32 flat 4096 16384 581538 287 prefill.ffn_moe_topk-4.18.i32 +int prefill.ffn_moe_topk-4 18 tensor i32 i32 logical 4096 16384 560860 287 prefill.ffn_moe_topk-4.18.logical.i32 +tensor prefill.ffn_moe_weights-4 18 f32 1 8 512 1 16384 3702.227383 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 18 f32 1 8 512 1 16384 1280.000001 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 18 i32 8 512 1 1 16384 581393.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 18 tensor i32 i32 flat 4096 16384 581393 287 prefill.ffn_moe_topk-5.18.i32 +int prefill.ffn_moe_topk-5 18 tensor i32 i32 logical 4096 16384 610810 287 prefill.ffn_moe_topk-5.18.logical.i32 +tensor prefill.ffn_moe_weights-5 18 f32 1 8 512 1 16384 3684.098275 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 18 f32 1 8 512 1 16384 1280.000002 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 19 i32 8 512 1 1 16384 581594.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 19 tensor i32 i32 flat 4096 16384 581594 287 prefill.ffn_moe_topk-2.19.i32 +int prefill.ffn_moe_topk-2 19 tensor i32 i32 logical 4096 16384 622391 287 prefill.ffn_moe_topk-2.19.logical.i32 +tensor prefill.ffn_moe_weights-2 19 f32 1 8 512 1 16384 3698.377289 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 19 f32 1 8 512 1 16384 1280.000003 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 19 i32 8 512 1 1 16384 581918.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 19 tensor i32 i32 flat 4096 16384 581918 287 prefill.ffn_moe_topk-3.19.i32 +int prefill.ffn_moe_topk-3 19 tensor i32 i32 logical 4096 16384 637717 287 prefill.ffn_moe_topk-3.19.logical.i32 +tensor prefill.ffn_moe_weights-3 19 f32 1 8 512 1 16384 3703.460110 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 19 f32 1 8 512 1 16384 1280.000004 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 19 i32 8 512 1 1 16384 581473.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 19 tensor i32 i32 flat 4096 16384 581473 287 prefill.ffn_moe_topk-4.19.i32 +int prefill.ffn_moe_topk-4 19 tensor i32 i32 logical 4096 16384 574523 287 prefill.ffn_moe_topk-4.19.logical.i32 +tensor prefill.ffn_moe_weights-4 19 f32 1 8 512 1 16384 3704.471045 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 19 f32 1 8 512 1 16384 1280.000000 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 19 i32 8 512 1 1 16384 581286.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 19 tensor i32 i32 flat 4096 16384 581286 287 prefill.ffn_moe_topk-5.19.i32 +int prefill.ffn_moe_topk-5 19 tensor i32 i32 logical 4096 16384 604478 287 prefill.ffn_moe_topk-5.19.logical.i32 +tensor prefill.ffn_moe_weights-5 19 f32 1 8 512 1 16384 3677.343700 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 19 f32 1 8 512 1 16384 1280.000001 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 20 i32 8 512 1 1 16384 581117.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 20 tensor i32 i32 flat 4096 16384 581117 287 prefill.ffn_moe_topk-2.20.i32 +int prefill.ffn_moe_topk-2 20 tensor i32 i32 logical 4096 16384 621616 287 prefill.ffn_moe_topk-2.20.logical.i32 +tensor prefill.ffn_moe_weights-2 20 f32 1 8 512 1 16384 3689.081210 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 20 f32 1 8 512 1 16384 1279.999999 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 20 i32 8 512 1 1 16384 581560.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 20 tensor i32 i32 flat 4096 16384 581560 287 prefill.ffn_moe_topk-3.20.i32 +int prefill.ffn_moe_topk-3 20 tensor i32 i32 logical 4096 16384 636890 287 prefill.ffn_moe_topk-3.20.logical.i32 +tensor prefill.ffn_moe_weights-3 20 f32 1 8 512 1 16384 3698.227200 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 20 f32 1 8 512 1 16384 1280.000003 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 20 i32 8 512 1 1 16384 581816.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 20 tensor i32 i32 flat 4096 16384 581816 287 prefill.ffn_moe_topk-4.20.i32 +int prefill.ffn_moe_topk-4 20 tensor i32 i32 logical 4096 16384 558317 287 prefill.ffn_moe_topk-4.20.logical.i32 +tensor prefill.ffn_moe_weights-4 20 f32 1 8 512 1 16384 3705.826798 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 20 f32 1 8 512 1 16384 1280.000002 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 20 i32 8 512 1 1 16384 581559.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 20 tensor i32 i32 flat 4096 16384 581559 287 prefill.ffn_moe_topk-5.20.i32 +int prefill.ffn_moe_topk-5 20 tensor i32 i32 logical 4096 16384 607512 287 prefill.ffn_moe_topk-5.20.logical.i32 +tensor prefill.ffn_moe_weights-5 20 f32 1 8 512 1 16384 3684.566150 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 20 f32 1 8 512 1 16384 1279.999996 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 21 i32 8 512 1 1 16384 581934.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 21 tensor i32 i32 flat 4096 16384 581934 287 prefill.ffn_moe_topk-2.21.i32 +int prefill.ffn_moe_topk-2 21 tensor i32 i32 logical 4096 16384 626230 287 prefill.ffn_moe_topk-2.21.logical.i32 +tensor prefill.ffn_moe_weights-2 21 f32 1 8 512 1 16384 3695.565571 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 21 f32 1 8 512 1 16384 1279.999997 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 21 i32 8 512 1 1 16384 581609.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 21 tensor i32 i32 flat 4096 16384 581609 287 prefill.ffn_moe_topk-3.21.i32 +int prefill.ffn_moe_topk-3 21 tensor i32 i32 logical 4096 16384 631765 287 prefill.ffn_moe_topk-3.21.logical.i32 +tensor prefill.ffn_moe_weights-3 21 f32 1 8 512 1 16384 3700.647967 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 21 f32 1 8 512 1 16384 1280.000004 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 21 i32 8 512 1 1 16384 581880.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 21 tensor i32 i32 flat 4096 16384 581880 287 prefill.ffn_moe_topk-4.21.i32 +int prefill.ffn_moe_topk-4 21 tensor i32 i32 logical 4096 16384 570401 287 prefill.ffn_moe_topk-4.21.logical.i32 +tensor prefill.ffn_moe_weights-4 21 f32 1 8 512 1 16384 3707.007685 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 21 f32 1 8 512 1 16384 1280.000005 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 21 i32 8 512 1 1 16384 581338.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 21 tensor i32 i32 flat 4096 16384 581338 287 prefill.ffn_moe_topk-5.21.i32 +int prefill.ffn_moe_topk-5 21 tensor i32 i32 logical 4096 16384 588575 287 prefill.ffn_moe_topk-5.21.logical.i32 +tensor prefill.ffn_moe_weights-5 21 f32 1 8 512 1 16384 3684.177530 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 21 f32 1 8 512 1 16384 1280.000001 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 22 i32 8 512 1 1 16384 581693.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 22 tensor i32 i32 flat 4096 16384 581693 287 prefill.ffn_moe_topk-2.22.i32 +int prefill.ffn_moe_topk-2 22 tensor i32 i32 logical 4096 16384 624399 287 prefill.ffn_moe_topk-2.22.logical.i32 +tensor prefill.ffn_moe_weights-2 22 f32 1 8 512 1 16384 3699.456842 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 22 f32 1 8 512 1 16384 1280.000000 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 22 i32 8 512 1 1 16384 581404.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 22 tensor i32 i32 flat 4096 16384 581404 287 prefill.ffn_moe_topk-3.22.i32 +int prefill.ffn_moe_topk-3 22 tensor i32 i32 logical 4096 16384 622649 287 prefill.ffn_moe_topk-3.22.logical.i32 +tensor prefill.ffn_moe_weights-3 22 f32 1 8 512 1 16384 3691.438276 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 22 f32 1 8 512 1 16384 1279.999999 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 22 i32 8 512 1 1 16384 581831.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 22 tensor i32 i32 flat 4096 16384 581831 287 prefill.ffn_moe_topk-4.22.i32 +int prefill.ffn_moe_topk-4 22 tensor i32 i32 logical 4096 16384 556791 287 prefill.ffn_moe_topk-4.22.logical.i32 +tensor prefill.ffn_moe_weights-4 22 f32 1 8 512 1 16384 3708.740641 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 22 f32 1 8 512 1 16384 1279.999997 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 22 i32 8 512 1 1 16384 581470.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 22 tensor i32 i32 flat 4096 16384 581470 287 prefill.ffn_moe_topk-5.22.i32 +int prefill.ffn_moe_topk-5 22 tensor i32 i32 logical 4096 16384 580843 287 prefill.ffn_moe_topk-5.22.logical.i32 +tensor prefill.ffn_moe_weights-5 22 f32 1 8 512 1 16384 3683.172983 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 22 f32 1 8 512 1 16384 1280.000000 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 23 i32 8 512 1 1 16384 581660.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 23 tensor i32 i32 flat 4096 16384 581660 287 prefill.ffn_moe_topk-2.23.i32 +int prefill.ffn_moe_topk-2 23 tensor i32 i32 logical 4096 16384 616875 287 prefill.ffn_moe_topk-2.23.logical.i32 +tensor prefill.ffn_moe_weights-2 23 f32 1 8 512 1 16384 3695.869407 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 23 f32 1 8 512 1 16384 1279.999993 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 23 i32 8 512 1 1 16384 581580.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 23 tensor i32 i32 flat 4096 16384 581580 287 prefill.ffn_moe_topk-3.23.i32 +int prefill.ffn_moe_topk-3 23 tensor i32 i32 logical 4096 16384 624067 287 prefill.ffn_moe_topk-3.23.logical.i32 +tensor prefill.ffn_moe_weights-3 23 f32 1 8 512 1 16384 3691.123599 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 23 f32 1 8 512 1 16384 1279.999996 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 23 i32 8 512 1 1 16384 581390.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 23 tensor i32 i32 flat 4096 16384 581390 287 prefill.ffn_moe_topk-4.23.i32 +int prefill.ffn_moe_topk-4 23 tensor i32 i32 logical 4096 16384 568751 287 prefill.ffn_moe_topk-4.23.logical.i32 +tensor prefill.ffn_moe_weights-4 23 f32 1 8 512 1 16384 3707.431542 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 23 f32 1 8 512 1 16384 1279.999996 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 23 i32 8 512 1 1 16384 581401.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 23 tensor i32 i32 flat 4096 16384 581401 287 prefill.ffn_moe_topk-5.23.i32 +int prefill.ffn_moe_topk-5 23 tensor i32 i32 logical 4096 16384 595106 287 prefill.ffn_moe_topk-5.23.logical.i32 +tensor prefill.ffn_moe_weights-5 23 f32 1 8 512 1 16384 3685.059738 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 23 f32 1 8 512 1 16384 1280.000007 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 24 i32 8 512 1 1 16384 581803.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 24 tensor i32 i32 flat 4096 16384 581803 287 prefill.ffn_moe_topk-2.24.i32 +int prefill.ffn_moe_topk-2 24 tensor i32 i32 logical 4096 16384 611814 287 prefill.ffn_moe_topk-2.24.logical.i32 +tensor prefill.ffn_moe_weights-2 24 f32 1 8 512 1 16384 3698.197821 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 24 f32 1 8 512 1 16384 1280.000001 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 24 i32 8 512 1 1 16384 581219.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 24 tensor i32 i32 flat 4096 16384 581219 287 prefill.ffn_moe_topk-3.24.i32 +int prefill.ffn_moe_topk-3 24 tensor i32 i32 logical 4096 16384 640432 287 prefill.ffn_moe_topk-3.24.logical.i32 +tensor prefill.ffn_moe_weights-3 24 f32 1 8 512 1 16384 3700.879952 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 24 f32 1 8 512 1 16384 1279.999995 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 24 i32 8 512 1 1 16384 581030.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 24 tensor i32 i32 flat 4096 16384 581030 287 prefill.ffn_moe_topk-4.24.i32 +int prefill.ffn_moe_topk-4 24 tensor i32 i32 logical 4096 16384 566249 287 prefill.ffn_moe_topk-4.24.logical.i32 +tensor prefill.ffn_moe_weights-4 24 f32 1 8 512 1 16384 3700.699012 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 24 f32 1 8 512 1 16384 1280.000000 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 24 i32 8 512 1 1 16384 581463.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 24 tensor i32 i32 flat 4096 16384 581463 287 prefill.ffn_moe_topk-5.24.i32 +int prefill.ffn_moe_topk-5 24 tensor i32 i32 logical 4096 16384 604138 287 prefill.ffn_moe_topk-5.24.logical.i32 +tensor prefill.ffn_moe_weights-5 24 f32 1 8 512 1 16384 3682.874826 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 24 f32 1 8 512 1 16384 1280.000001 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 25 i32 8 512 1 1 16384 581780.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 25 tensor i32 i32 flat 4096 16384 581780 287 prefill.ffn_moe_topk-2.25.i32 +int prefill.ffn_moe_topk-2 25 tensor i32 i32 logical 4096 16384 618927 287 prefill.ffn_moe_topk-2.25.logical.i32 +tensor prefill.ffn_moe_weights-2 25 f32 1 8 512 1 16384 3692.661057 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 25 f32 1 8 512 1 16384 1280.000000 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 25 i32 8 512 1 1 16384 581406.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 25 tensor i32 i32 flat 4096 16384 581406 287 prefill.ffn_moe_topk-3.25.i32 +int prefill.ffn_moe_topk-3 25 tensor i32 i32 logical 4096 16384 626568 287 prefill.ffn_moe_topk-3.25.logical.i32 +tensor prefill.ffn_moe_weights-3 25 f32 1 8 512 1 16384 3695.966659 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 25 f32 1 8 512 1 16384 1280.000002 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 25 i32 8 512 1 1 16384 581498.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 25 tensor i32 i32 flat 4096 16384 581498 287 prefill.ffn_moe_topk-4.25.i32 +int prefill.ffn_moe_topk-4 25 tensor i32 i32 logical 4096 16384 560762 287 prefill.ffn_moe_topk-4.25.logical.i32 +tensor prefill.ffn_moe_weights-4 25 f32 1 8 512 1 16384 3709.304384 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 25 f32 1 8 512 1 16384 1279.999999 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 25 i32 8 512 1 1 16384 581737.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 25 tensor i32 i32 flat 4096 16384 581737 287 prefill.ffn_moe_topk-5.25.i32 +int prefill.ffn_moe_topk-5 25 tensor i32 i32 logical 4096 16384 597140 287 prefill.ffn_moe_topk-5.25.logical.i32 +tensor prefill.ffn_moe_weights-5 25 f32 1 8 512 1 16384 3680.123889 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 25 f32 1 8 512 1 16384 1279.999999 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 26 i32 8 512 1 1 16384 581797.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 26 tensor i32 i32 flat 4096 16384 581797 287 prefill.ffn_moe_topk-2.26.i32 +int prefill.ffn_moe_topk-2 26 tensor i32 i32 logical 4096 16384 623671 287 prefill.ffn_moe_topk-2.26.logical.i32 +tensor prefill.ffn_moe_weights-2 26 f32 1 8 512 1 16384 3691.689559 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 26 f32 1 8 512 1 16384 1279.999999 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 26 i32 8 512 1 1 16384 581765.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 26 tensor i32 i32 flat 4096 16384 581765 287 prefill.ffn_moe_topk-3.26.i32 +int prefill.ffn_moe_topk-3 26 tensor i32 i32 logical 4096 16384 624331 287 prefill.ffn_moe_topk-3.26.logical.i32 +tensor prefill.ffn_moe_weights-3 26 f32 1 8 512 1 16384 3700.532902 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 26 f32 1 8 512 1 16384 1280.000006 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 26 i32 8 512 1 1 16384 581652.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 26 tensor i32 i32 flat 4096 16384 581652 287 prefill.ffn_moe_topk-4.26.i32 +int prefill.ffn_moe_topk-4 26 tensor i32 i32 logical 4096 16384 575781 287 prefill.ffn_moe_topk-4.26.logical.i32 +tensor prefill.ffn_moe_weights-4 26 f32 1 8 512 1 16384 3707.071592 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 26 f32 1 8 512 1 16384 1280.000000 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 26 i32 8 512 1 1 16384 581201.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 26 tensor i32 i32 flat 4096 16384 581201 287 prefill.ffn_moe_topk-5.26.i32 +int prefill.ffn_moe_topk-5 26 tensor i32 i32 logical 4096 16384 585927 287 prefill.ffn_moe_topk-5.26.logical.i32 +tensor prefill.ffn_moe_weights-5 26 f32 1 8 512 1 16384 3685.814890 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 26 f32 1 8 512 1 16384 1280.000003 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 27 i32 8 512 1 1 16384 581414.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 27 tensor i32 i32 flat 4096 16384 581414 287 prefill.ffn_moe_topk-2.27.i32 +int prefill.ffn_moe_topk-2 27 tensor i32 i32 logical 4096 16384 625502 287 prefill.ffn_moe_topk-2.27.logical.i32 +tensor prefill.ffn_moe_weights-2 27 f32 1 8 512 1 16384 3698.211462 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 27 f32 1 8 512 1 16384 1280.000003 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 27 i32 8 512 1 1 16384 581565.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 27 tensor i32 i32 flat 4096 16384 581565 287 prefill.ffn_moe_topk-3.27.i32 +int prefill.ffn_moe_topk-3 27 tensor i32 i32 logical 4096 16384 625952 287 prefill.ffn_moe_topk-3.27.logical.i32 +tensor prefill.ffn_moe_weights-3 27 f32 1 8 512 1 16384 3698.815301 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 27 f32 1 8 512 1 16384 1280.000006 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 27 i32 8 512 1 1 16384 581337.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 27 tensor i32 i32 flat 4096 16384 581337 287 prefill.ffn_moe_topk-4.27.i32 +int prefill.ffn_moe_topk-4 27 tensor i32 i32 logical 4096 16384 571968 287 prefill.ffn_moe_topk-4.27.logical.i32 +tensor prefill.ffn_moe_weights-4 27 f32 1 8 512 1 16384 3705.903501 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 27 f32 1 8 512 1 16384 1280.000004 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 27 i32 8 512 1 1 16384 581398.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 27 tensor i32 i32 flat 4096 16384 581398 287 prefill.ffn_moe_topk-5.27.i32 +int prefill.ffn_moe_topk-5 27 tensor i32 i32 logical 4096 16384 598114 287 prefill.ffn_moe_topk-5.27.logical.i32 +tensor prefill.ffn_moe_weights-5 27 f32 1 8 512 1 16384 3682.462143 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 27 f32 1 8 512 1 16384 1280.000003 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 28 i32 8 512 1 1 16384 581743.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 28 tensor i32 i32 flat 4096 16384 581743 287 prefill.ffn_moe_topk-2.28.i32 +int prefill.ffn_moe_topk-2 28 tensor i32 i32 logical 4096 16384 620858 287 prefill.ffn_moe_topk-2.28.logical.i32 +tensor prefill.ffn_moe_weights-2 28 f32 1 8 512 1 16384 3697.019192 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 28 f32 1 8 512 1 16384 1280.000002 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 28 i32 8 512 1 1 16384 581586.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 28 tensor i32 i32 flat 4096 16384 581586 287 prefill.ffn_moe_topk-3.28.i32 +int prefill.ffn_moe_topk-3 28 tensor i32 i32 logical 4096 16384 636301 287 prefill.ffn_moe_topk-3.28.logical.i32 +tensor prefill.ffn_moe_weights-3 28 f32 1 8 512 1 16384 3697.077524 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 28 f32 1 8 512 1 16384 1280.000001 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 28 i32 8 512 1 1 16384 581525.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 28 tensor i32 i32 flat 4096 16384 581525 287 prefill.ffn_moe_topk-4.28.i32 +int prefill.ffn_moe_topk-4 28 tensor i32 i32 logical 4096 16384 563908 287 prefill.ffn_moe_topk-4.28.logical.i32 +tensor prefill.ffn_moe_weights-4 28 f32 1 8 512 1 16384 3700.243791 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 28 f32 1 8 512 1 16384 1280.000002 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 28 i32 8 512 1 1 16384 581603.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 28 tensor i32 i32 flat 4096 16384 581603 287 prefill.ffn_moe_topk-5.28.i32 +int prefill.ffn_moe_topk-5 28 tensor i32 i32 logical 4096 16384 606157 287 prefill.ffn_moe_topk-5.28.logical.i32 +tensor prefill.ffn_moe_weights-5 28 f32 1 8 512 1 16384 3681.548660 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 28 f32 1 8 512 1 16384 1279.999999 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 29 i32 8 512 1 1 16384 581506.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 29 tensor i32 i32 flat 4096 16384 581506 287 prefill.ffn_moe_topk-2.29.i32 +int prefill.ffn_moe_topk-2 29 tensor i32 i32 logical 4096 16384 622937 287 prefill.ffn_moe_topk-2.29.logical.i32 +tensor prefill.ffn_moe_weights-2 29 f32 1 8 512 1 16384 3694.451567 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 29 f32 1 8 512 1 16384 1279.999999 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 29 i32 8 512 1 1 16384 580954.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 29 tensor i32 i32 flat 4096 16384 580954 287 prefill.ffn_moe_topk-3.29.i32 +int prefill.ffn_moe_topk-3 29 tensor i32 i32 logical 4096 16384 629197 287 prefill.ffn_moe_topk-3.29.logical.i32 +tensor prefill.ffn_moe_weights-3 29 f32 1 8 512 1 16384 3697.857456 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 29 f32 1 8 512 1 16384 1280.000003 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 29 i32 8 512 1 1 16384 581099.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 29 tensor i32 i32 flat 4096 16384 581099 287 prefill.ffn_moe_topk-4.29.i32 +int prefill.ffn_moe_topk-4 29 tensor i32 i32 logical 4096 16384 569786 287 prefill.ffn_moe_topk-4.29.logical.i32 +tensor prefill.ffn_moe_weights-4 29 f32 1 8 512 1 16384 3705.807535 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 29 f32 1 8 512 1 16384 1280.000000 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 29 i32 8 512 1 1 16384 581252.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 29 tensor i32 i32 flat 4096 16384 581252 287 prefill.ffn_moe_topk-5.29.i32 +int prefill.ffn_moe_topk-5 29 tensor i32 i32 logical 4096 16384 596886 287 prefill.ffn_moe_topk-5.29.logical.i32 +tensor prefill.ffn_moe_weights-5 29 f32 1 8 512 1 16384 3683.313053 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 29 f32 1 8 512 1 16384 1280.000001 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 30 i32 8 512 1 1 16384 581391.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 30 tensor i32 i32 flat 4096 16384 581391 287 prefill.ffn_moe_topk-2.30.i32 +int prefill.ffn_moe_topk-2 30 tensor i32 i32 logical 4096 16384 625006 287 prefill.ffn_moe_topk-2.30.logical.i32 +tensor prefill.ffn_moe_weights-2 30 f32 1 8 512 1 16384 3689.921770 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 30 f32 1 8 512 1 16384 1280.000001 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 30 i32 8 512 1 1 16384 581645.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 30 tensor i32 i32 flat 4096 16384 581645 287 prefill.ffn_moe_topk-3.30.i32 +int prefill.ffn_moe_topk-3 30 tensor i32 i32 logical 4096 16384 634062 287 prefill.ffn_moe_topk-3.30.logical.i32 +tensor prefill.ffn_moe_weights-3 30 f32 1 8 512 1 16384 3696.240906 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 30 f32 1 8 512 1 16384 1279.999997 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 30 i32 8 512 1 1 16384 580979.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 30 tensor i32 i32 flat 4096 16384 580979 287 prefill.ffn_moe_topk-4.30.i32 +int prefill.ffn_moe_topk-4 30 tensor i32 i32 logical 4096 16384 570442 287 prefill.ffn_moe_topk-4.30.logical.i32 +tensor prefill.ffn_moe_weights-4 30 f32 1 8 512 1 16384 3705.815757 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 30 f32 1 8 512 1 16384 1280.000001 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 30 i32 8 512 1 1 16384 581945.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 30 tensor i32 i32 flat 4096 16384 581945 287 prefill.ffn_moe_topk-5.30.i32 +int prefill.ffn_moe_topk-5 30 tensor i32 i32 logical 4096 16384 602238 287 prefill.ffn_moe_topk-5.30.logical.i32 +tensor prefill.ffn_moe_weights-5 30 f32 1 8 512 1 16384 3685.367565 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 30 f32 1 8 512 1 16384 1279.999998 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor prefill.ffn_moe_topk-2 31 i32 8 510 1 1 16320 580934.000000 VIEW 0 1 ffn_moe_probs_biased-2 (sort) - +int prefill.ffn_moe_topk-2 31 tensor i32 i32 flat 4080 16320 580934 287 prefill.ffn_moe_topk-2.31.i32 +int prefill.ffn_moe_topk-2 31 tensor i32 i32 logical 4080 16320 609106 287 prefill.ffn_moe_topk-2.31.logical.i32 +tensor prefill.ffn_moe_weights-2 31 f32 1 8 510 1 16320 3674.501527 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_scaled-2 31 f32 1 8 510 1 16320 1274.999996 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor prefill.ffn_moe_topk-3 31 i32 8 510 1 1 16320 580832.000000 VIEW 0 1 ffn_moe_probs_biased-3 (sort) - +int prefill.ffn_moe_topk-3 31 tensor i32 i32 flat 4080 16320 580832 287 prefill.ffn_moe_topk-3.31.i32 +int prefill.ffn_moe_topk-3 31 tensor i32 i32 logical 4080 16320 617457 287 prefill.ffn_moe_topk-3.31.logical.i32 +tensor prefill.ffn_moe_weights-3 31 f32 1 8 510 1 16320 3686.470510 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_scaled-3 31 f32 1 8 510 1 16320 1274.999999 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor prefill.ffn_moe_topk-4 31 i32 8 510 1 1 16320 580707.000000 VIEW 0 1 ffn_moe_probs_biased-4 (sort) - +int prefill.ffn_moe_topk-4 31 tensor i32 i32 flat 4080 16320 580707 287 prefill.ffn_moe_topk-4.31.i32 +int prefill.ffn_moe_topk-4 31 tensor i32 i32 logical 4080 16320 571559 287 prefill.ffn_moe_topk-4.31.logical.i32 +tensor prefill.ffn_moe_weights-4 31 f32 1 8 510 1 16320 3687.742610 GET_ROWS 1 0 ffn_moe_probs-4 (reshaped) ffn_moe_topk-4 +tensor prefill.ffn_moe_weights_scaled-4 31 f32 1 8 510 1 16320 1275.000004 SCALE 1 0 ffn_moe_weights_norm-4 (reshaped) - +tensor prefill.ffn_moe_topk-5 31 i32 8 510 1 1 16320 580478.000000 VIEW 0 1 ffn_moe_probs_biased-5 (sort) - +int prefill.ffn_moe_topk-5 31 tensor i32 i32 flat 4080 16320 580478 287 prefill.ffn_moe_topk-5.31.i32 +int prefill.ffn_moe_topk-5 31 tensor i32 i32 logical 4080 16320 594013 287 prefill.ffn_moe_topk-5.31.logical.i32 +tensor prefill.ffn_moe_weights-5 31 f32 1 8 510 1 16320 3663.591947 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor prefill.ffn_moe_weights_scaled-5 31 f32 1 8 510 1 16320 1274.999997 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +input inp_tokens 0 i32 1 1 1 1 4 19363.000000 NONE 1 0 - - +int inp_tokens 0 input i32 i32 flat 1 4 19363 19363 inp_tokens.0.input.i32 +tensor inp_embd 0 f32 4096 1 1 1 16384 0.099362 GET_ROWS 1 0 token_embd.weight inp_tokens +tensor inp_embd (reshaped) 0 f32 4096 1 1 1 16384 0.099362 RESHAPE 1 1 inp_embd - +tensor hc_init 0 f32 4096 4 1 1 65536 0.397448 REPEAT 1 0 inp_embd (reshaped) - +tensor hc_init (reshaped) 0 f32 16384 1 1 1 65536 0.397448 RESHAPE 1 1 hc_init - +tensor hc_pre-0 0 f32 16384 1 1 1 65536 24.962516 RMS_NORM 1 0 hc_init (reshaped) - +tensor hc_pre_mixes-0 0 f32 24 1 1 1 96 8.057326 MUL_MAT 1 0 blk.0.hc_attn_fn.weight hc_pre-0 +tensor node_6 0 f32 24 1 1 1 96 10.784894 HC_PRE 1 0 hc_pre_mixes-0 blk.0.hc_attn_scale.weight +tensor (view) 0 f32 4 1 1 1 16 2.127253 VIEW 1 1 node_6 - +tensor (view) (reshaped) 0 f32 1 4 1 1 16 2.127253 RESHAPE 1 1 (view) - +tensor hc_attn_pre-0 0 f32 4096 1 1 1 16384 0.211368 MUL_MULTI_ADD 1 0 hc_init (view) (reshaped) +tensor node_10 0 f32 4096 1 1 1 16384 6.338785 FUSED_RMS_NORM 1 0 hc_attn_pre-0 blk.0.attn_norm.weight +tensor q-0 0 f32 8192 1 1 1 32768 131.313207 MUL_MAT 1 0 blk.0.attn_q.weight node_10 +tensor k-0 0 f32 8192 1 1 1 32768 -148.829568 MUL_MAT 1 0 blk.0.attn_k.weight node_10 +tensor node_13 0 f32 16384 1 1 1 65536 -17.516361 CONCAT 1 0 q-0 k-0 +tensor v-0 0 f32 8192 1 1 1 32768 79.225665 MUL_MAT 1 0 blk.0.attn_v.weight node_10 +tensor qkv_mixed-0 0 f32 24576 1 1 1 98304 61.709304 CONCAT 1 0 node_13 v-0 +tensor node_16 0 f32 128 1 1 1 512 9.341776 MUL_MAT 1 0 blk.0.ssm_g_a.weight node_10 +tensor z-0 0 f32 8192 1 1 1 32768 -129.663371 MUL_MAT 1 0 blk.0.ssm_g_b.weight node_16 +tensor node_18 0 f32 64 1 1 1 256 -5.745448 MUL_MAT 1 0 blk.0.ssm_beta.weight node_10 +tensor beta_in-0 0 f32 64 1 1 1 256 -5.745448 RESHAPE 1 1 node_18 - +tensor node_20 0 f32 128 1 1 1 512 -10.822946 MUL_MAT 1 0 blk.0.ssm_f_a.weight node_10 +tensor node_21 0 f32 8192 1 1 1 32768 93.597932 MUL_MAT 1 0 blk.0.ssm_f_b.weight node_20 +tensor decay_raw-0 0 f32 128 64 1 1 32768 93.597932 RESHAPE 1 1 node_21 - +tensor blk.0.ssm_dt.bias (reshaped) 0 f32 128 64 1 1 32768 -8192.000000 RESHAPE 1 1 blk.0.ssm_dt.bias - +tensor node_24 0 f32 128 64 1 1 32768 -8098.402061 ADD 1 0 decay_raw-0 blk.0.ssm_dt.bias (reshaped) +tensor blk.0.ssm_a (reshaped) 0 f32 1 64 1 1 256 -320.000000 RESHAPE 1 1 blk.0.ssm_a - +tensor node_26 0 f32 128 64 1 1 32768 40492.010291 MUL 1 0 node_24 blk.0.ssm_a (reshaped) +tensor node_27 0 f32 128 64 1 1 32768 -40492.010291 SCALE 1 0 node_26 - +tensor node_28 0 f32 128 64 1 1 32768 1531.286871 SIGMOID 1 0 node_27 - +tensor g_in-0 0 f32 128 64 1 1 32768 -7656.434365 SCALE 1 0 node_28 - +input cache_s_l0 0 f32 1122304 1 1 1 4489216 9893.783703 NONE 1 0 - - +tensor cache_s_l0 (view) 0 f32 1122304 1 1 1 4489216 9893.783703 VIEW 1 1 cache_s_l0 - +tensor cache_s_l0 (view) (view) 0 f32 1122304 1 1 1 4489216 9893.783703 VIEW 1 1 cache_s_l0 (view) - +tensor cache_s_l0 (view) (view) (view) 0 f32 1048576 1 1 1 4194304 10017.146065 VIEW 1 1 cache_s_l0 (view) (view) - +tensor state_in-0 0 f32 128 128 64 1 4194304 10017.146065 RESHAPE 1 1 cache_s_l0 (view) (view) (view) - +tensor cache_s_l0 (view) (view) (view) 1 f32 73728 1 1 1 294912 -123.362363 VIEW 1 1 cache_s_l0 (view) (view) - +tensor conv_states-0 0 f32 3 24576 1 1 294912 -123.362363 RESHAPE 1 1 cache_s_l0 (view) (view) (view) - +tensor blk.0.ssm_conv1d_q.weight (reshaped) 0 f32 4 8192 1 1 131072 145.976642 RESHAPE 1 1 blk.0.ssm_conv1d_q.weight - +tensor blk.0.ssm_conv1d_k.weight (reshaped) 0 f32 4 8192 1 1 131072 46.828958 RESHAPE 1 1 blk.0.ssm_conv1d_k.weight - +tensor node_38 0 f32 4 16384 1 1 262144 192.805600 CONCAT 1 0 blk.0.ssm_conv1d_q.weight (reshaped) blk.0.ssm_conv1d_k.weight (reshaped) +tensor blk.0.ssm_conv1d_v.weight (reshaped) 0 f32 4 8192 1 1 131072 -127.618025 RESHAPE 1 1 blk.0.ssm_conv1d_v.weight - +tensor node_40 0 f32 4 24576 1 1 393216 65.187575 CONCAT 1 0 node_38 blk.0.ssm_conv1d_v.weight (reshaped) +input inp_s_seq_qnext 0 i32 1 1 1 1 4 0.000000 NONE 1 0 - - +int inp_s_seq_qnext 0 input i32 i32 flat 1 4 0 0 inp_s_seq_qnext.0.input.i32 +tensor conv_output_raw-0 0 f32 122880 1 1 1 491520 -133.566880 SSM_CONV 1 0 conv_states-0 qkv_mixed-0 +tensor conv_output_raw-0 (view) 0 f32 24576 1 1 1 98304 -71.913821 VIEW 1 1 conv_output_raw-0 - +tensor conv_output_silu-0 0 f32 24576 1 1 1 98304 4860.686740 SILU 1 0 conv_output_raw-0 (view) - +tensor q_conv-0 0 f32 128 64 1 1 32768 1580.743174 VIEW 1 1 conv_output_silu-0 - +tensor node_45 0 f32 128 64 1 1 32768 234.246932 L2_NORM 1 0 q_conv-0 - +tensor q_fused-0 0 f32 128 1 64 1 32768 234.246932 PERMUTE 1 1 node_45 - +tensor k_conv-0 0 f32 128 64 1 1 32768 1668.666695 VIEW 1 1 conv_output_silu-0 - +tensor node_48 0 f32 128 64 1 1 32768 243.604976 L2_NORM 1 0 k_conv-0 - +tensor k_fused-0 0 f32 128 1 64 1 32768 243.604976 PERMUTE 1 1 node_48 - +tensor v_in-0 0 f32 128 64 1 1 32768 1611.276872 VIEW 1 1 conv_output_silu-0 - +tensor v_fused-0 0 f32 128 1 64 1 32768 1611.276872 PERMUTE 1 1 v_in-0 - +tensor g_fused-0 0 f32 1 128 64 1 32768 -7656.434365 PERMUTE 1 1 g_in-0 - +tensor beta_fused-0 0 f32 1 1 64 1 256 -5.745448 PERMUTE 1 1 beta_in-0 - +tensor state_fused-0 0 f32 128 8192 1 1 4194304 10017.146065 RESHAPE 1 1 state_in-0 - +tensor delta_net_fused_raw-0 0 f32 1056768 1 1 1 4227072 9756.317806 DELTA_NET 1 0 q_fused-0 k_fused-0 +tensor delta_net_fused_raw-0 (view) 0 f32 1048576 1 1 1 4194304 9730.065696 VIEW 1 1 delta_net_fused_raw-0 - +tensor new_state-0 0 f32 128 128 64 1 4194304 9730.065696 RESHAPE 1 1 delta_net_fused_raw-0 (view) - +tensor new_state-0 (reshaped) 0 f32 1048576 1 1 1 4194304 9730.065696 RESHAPE 1 1 new_state-0 - +tensor cache_s_l0 (view) (view) (view) 2 f32 1048576 1 1 1 4194304 10017.146065 VIEW 1 1 cache_s_l0 (view) (view) - +tensor ssm_state_cpy-0 0 f32 1048576 1 1 1 4194304 9730.065696 CPY 1 1 new_state-0 (reshaped) cache_s_l0 (view) (view) (view) +tensor conv_output_raw-0 (view) 1 f32 3 24576 1 1 294912 -41.224141 VIEW 0 1 conv_output_raw-0 - +tensor new_conv_states_cont-0 0 f32 3 24576 1 1 294912 62.524846 CONT 1 0 conv_output_raw-0 (view) - +tensor new_conv_states_cont-0 (reshaped) 0 f32 73728 1 1 1 294912 62.524846 RESHAPE 1 1 new_conv_states_cont-0 - +tensor cache_s_l0 (view) (view) (view) 3 f32 73728 1 1 1 294912 -123.362363 VIEW 1 1 cache_s_l0 (view) (view) - +tensor conv_state_cpy-0 0 f32 73728 1 1 1 294912 62.524846 CPY 1 1 new_conv_states_cont-0 (reshaped) cache_s_l0 (view) (view) (view) +tensor z-0 (reshaped) 0 f32 128 64 1 1 32768 -129.663371 RESHAPE 1 1 z-0 - +tensor node_67 0 f32 128 64 1 1 32768 4066.537723 SIGMOID 1 0 z-0 (reshaped) - +tensor attn_output-0 0 f32 128 64 1 1 32768 26.252110 VIEW 1 1 delta_net_fused_raw-0 - +tensor attn_output-0 (reshaped) 0 f32 128 64 1 1 32768 26.252110 RESHAPE 1 1 attn_output-0 - +tensor attn_rms_norm-0 0 f32 128 64 1 1 32768 3370.861649 FUSED_RMS_NORM 1 0 attn_output-0 (reshaped) blk.0.ssm_norm.weight +tensor attn_out_norm-0 0 f32 128 64 1 1 32768 1699.771165 MUL 1 0 node_67 attn_rms_norm-0 +tensor final_output-0 0 f32 8192 1 1 1 32768 1699.771165 RESHAPE 1 1 attn_out_norm-0 - +tensor linear_attn_out-0 0 f32 4096 1 1 1 16384 -49.955593 MUL_MAT 1 0 blk.0.attn_output.weight final_output-0 +tensor ssm_output-0 0 f32 4096 1 1 1 16384 -49.955593 RESHAPE 1 1 linear_attn_out-0 - +tensor (view) 1 f32 4 1 1 1 16 4.657645 VIEW 1 1 node_6 - +tensor (view) 2 f32 4 4 1 1 64 3.999996 VIEW 1 1 node_6 - +tensor attn_out-0 0 f32 4096 4 1 1 65536 -232.277963 HC_POST 1 0 ssm_output-0 (view) +tensor attn_out-0 (reshaped) 0 f32 16384 1 1 1 65536 -232.277963 RESHAPE 1 1 attn_out-0 - +tensor 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-250.226577 HC_POST 1 0 ffn_out-0 (view) +tensor l_out-0 (reshaped) 0 f32 16384 1 1 1 65536 -250.226577 RESHAPE 1 1 l_out-0 - +tensor hc_pre-1 0 f32 16384 1 1 1 65536 -272.375847 RMS_NORM 1 0 l_out-0 (reshaped) - +tensor hc_pre_mixes-1 0 f32 24 1 1 1 96 -0.518792 MUL_MAT 1 0 blk.1.hc_attn_fn.weight hc_pre-1 +tensor node_94 0 f32 24 1 1 1 96 10.523108 HC_PRE 1 0 hc_pre_mixes-1 blk.1.hc_attn_scale.weight +tensor (view) 6 f32 4 1 1 1 16 1.844560 VIEW 1 1 node_94 - +tensor (view) (reshaped) 2 f32 1 4 1 1 16 1.844560 RESHAPE 1 1 (view) - +tensor hc_attn_pre-1 0 f32 4096 1 1 1 16384 -114.893526 MUL_MULTI_ADD 1 0 l_out-0 (view) (reshaped) +tensor node_98 0 f32 4096 1 1 1 16384 -67.455821 FUSED_RMS_NORM 1 0 hc_attn_pre-1 blk.1.attn_norm.weight +tensor q-1 0 f32 8192 1 1 1 32768 -168.282019 MUL_MAT 1 0 blk.1.attn_q.weight node_98 +tensor k-1 0 f32 8192 1 1 1 32768 -138.243074 MUL_MAT 1 0 blk.1.attn_k.weight node_98 +tensor node_101 0 f32 16384 1 1 1 65536 -306.525094 CONCAT 1 0 q-1 k-1 +tensor v-1 0 f32 8192 1 1 1 32768 -43.050368 MUL_MAT 1 0 blk.1.attn_v.weight node_98 +tensor qkv_mixed-1 0 f32 24576 1 1 1 98304 -349.575462 CONCAT 1 0 node_101 v-1 +tensor node_104 0 f32 128 1 1 1 512 3.006223 MUL_MAT 1 0 blk.1.ssm_g_a.weight node_98 +tensor z-1 0 f32 8192 1 1 1 32768 -91.213143 MUL_MAT 1 0 blk.1.ssm_g_b.weight node_104 +tensor node_106 0 f32 64 1 1 1 256 -3.703756 MUL_MAT 1 0 blk.1.ssm_beta.weight node_98 +tensor beta_in-1 0 f32 64 1 1 1 256 -3.703756 RESHAPE 1 1 node_106 - +tensor node_108 0 f32 128 1 1 1 512 7.439678 MUL_MAT 1 0 blk.1.ssm_f_a.weight node_98 +tensor node_109 0 f32 8192 1 1 1 32768 -67.741675 MUL_MAT 1 0 blk.1.ssm_f_b.weight node_108 +tensor decay_raw-1 0 f32 128 64 1 1 32768 -67.741675 RESHAPE 1 1 node_109 - +tensor blk.1.ssm_dt.bias (reshaped) 0 f32 128 64 1 1 32768 -8192.000000 RESHAPE 1 1 blk.1.ssm_dt.bias - +tensor node_112 0 f32 128 64 1 1 32768 -8259.741672 ADD 1 0 decay_raw-1 blk.1.ssm_dt.bias (reshaped) +tensor blk.1.ssm_a (reshaped) 0 f32 1 64 1 1 256 -320.000000 RESHAPE 1 1 blk.1.ssm_a - +tensor node_114 0 f32 128 64 1 1 32768 41298.708357 MUL 1 0 node_112 blk.1.ssm_a (reshaped) +tensor node_115 0 f32 128 64 1 1 32768 -41298.708357 SCALE 1 0 node_114 - +tensor node_116 0 f32 128 64 1 1 32768 1518.487010 SIGMOID 1 0 node_115 - +tensor g_in-1 0 f32 128 64 1 1 32768 -7592.435064 SCALE 1 0 node_116 - +input cache_s_l1 0 f32 1122304 1 1 1 4489216 10205.187237 NONE 1 0 - - +tensor cache_s_l1 (view) 0 f32 1122304 1 1 1 4489216 10205.187237 VIEW 1 1 cache_s_l1 - +tensor cache_s_l1 (view) (view) 0 f32 1122304 1 1 1 4489216 10205.187237 VIEW 1 1 cache_s_l1 (view) - +tensor cache_s_l1 (view) (view) (view) 0 f32 1048576 1 1 1 4194304 10389.495712 VIEW 1 1 cache_s_l1 (view) (view) - +tensor state_in-1 0 f32 128 128 64 1 4194304 10389.495712 RESHAPE 1 1 cache_s_l1 (view) (view) (view) - +tensor cache_s_l1 (view) (view) (view) 1 f32 73728 1 1 1 294912 -184.308475 VIEW 1 1 cache_s_l1 (view) (view) - +tensor conv_states-1 0 f32 3 24576 1 1 294912 -184.308475 RESHAPE 1 1 cache_s_l1 (view) (view) (view) - +tensor blk.1.ssm_conv1d_q.weight (reshaped) 0 f32 4 8192 1 1 131072 -55.822024 RESHAPE 1 1 blk.1.ssm_conv1d_q.weight - +tensor blk.1.ssm_conv1d_k.weight (reshaped) 0 f32 4 8192 1 1 131072 -32.974259 RESHAPE 1 1 blk.1.ssm_conv1d_k.weight - +tensor node_126 0 f32 4 16384 1 1 262144 -88.796283 CONCAT 1 0 blk.1.ssm_conv1d_q.weight (reshaped) blk.1.ssm_conv1d_k.weight (reshaped) +tensor blk.1.ssm_conv1d_v.weight (reshaped) 0 f32 4 8192 1 1 131072 21.659073 RESHAPE 1 1 blk.1.ssm_conv1d_v.weight - +tensor node_128 0 f32 4 24576 1 1 393216 -67.137210 CONCAT 1 0 node_126 blk.1.ssm_conv1d_v.weight (reshaped) +tensor conv_output_raw-1 0 f32 122880 1 1 1 491520 -599.919687 SSM_CONV 1 0 conv_states-1 qkv_mixed-1 +tensor conv_output_raw-1 (view) 0 f32 24576 1 1 1 98304 -66.035749 VIEW 1 1 conv_output_raw-1 - +tensor conv_output_silu-1 0 f32 24576 1 1 1 98304 4916.967883 SILU 1 0 conv_output_raw-1 (view) - +tensor q_conv-1 0 f32 128 64 1 1 32768 1679.364087 VIEW 1 1 conv_output_silu-1 - +tensor node_133 0 f32 128 64 1 1 32768 246.063842 L2_NORM 1 0 q_conv-1 - +tensor q_fused-1 0 f32 128 1 64 1 32768 246.063842 PERMUTE 1 1 node_133 - +tensor k_conv-1 0 f32 128 64 1 1 32768 1617.544381 VIEW 1 1 conv_output_silu-1 - +tensor node_136 0 f32 128 64 1 1 32768 233.569181 L2_NORM 1 0 k_conv-1 - +tensor k_fused-1 0 f32 128 1 64 1 32768 233.569181 PERMUTE 1 1 node_136 - +tensor v_in-1 0 f32 128 64 1 1 32768 1620.059415 VIEW 1 1 conv_output_silu-1 - +tensor v_fused-1 0 f32 128 1 64 1 32768 1620.059415 PERMUTE 1 1 v_in-1 - +tensor g_fused-1 0 f32 1 128 64 1 32768 -7592.435064 PERMUTE 1 1 g_in-1 - +tensor beta_fused-1 0 f32 1 1 64 1 256 -3.703756 PERMUTE 1 1 beta_in-1 - +tensor state_fused-1 0 f32 128 8192 1 1 4194304 10389.495712 RESHAPE 1 1 state_in-1 - +tensor delta_net_fused_raw-1 0 f32 1056768 1 1 1 4227072 10109.697012 DELTA_NET 1 0 q_fused-1 k_fused-1 +tensor delta_net_fused_raw-1 (view) 0 f32 1048576 1 1 1 4194304 10081.678164 VIEW 1 1 delta_net_fused_raw-1 - +tensor new_state-1 0 f32 128 128 64 1 4194304 10081.678164 RESHAPE 1 1 delta_net_fused_raw-1 (view) - +tensor new_state-1 (reshaped) 0 f32 1048576 1 1 1 4194304 10081.678164 RESHAPE 1 1 new_state-1 - +tensor cache_s_l1 (view) (view) (view) 2 f32 1048576 1 1 1 4194304 10389.495712 VIEW 1 1 cache_s_l1 (view) (view) - +tensor ssm_state_cpy-1 0 f32 1048576 1 1 1 4194304 10081.678164 CPY 1 1 new_state-1 (reshaped) cache_s_l1 (view) (view) (view) +tensor conv_output_raw-1 (view) 1 f32 3 24576 1 1 294912 -531.232596 VIEW 0 1 conv_output_raw-1 - +tensor new_conv_states_cont-1 0 f32 3 24576 1 1 294912 -451.061239 CONT 1 0 conv_output_raw-1 (view) - +tensor new_conv_states_cont-1 (reshaped) 0 f32 73728 1 1 1 294912 -451.061239 RESHAPE 1 1 new_conv_states_cont-1 - +tensor cache_s_l1 (view) (view) (view) 3 f32 73728 1 1 1 294912 -184.308475 VIEW 1 1 cache_s_l1 (view) (view) - +tensor conv_state_cpy-1 0 f32 73728 1 1 1 294912 -451.061239 CPY 1 1 new_conv_states_cont-1 (reshaped) cache_s_l1 (view) (view) (view) +tensor z-1 (reshaped) 0 f32 128 64 1 1 32768 -91.213143 RESHAPE 1 1 z-1 - +tensor node_155 0 f32 128 64 1 1 32768 4076.229707 SIGMOID 1 0 z-1 (reshaped) - +tensor attn_output-1 0 f32 128 64 1 1 32768 28.018848 VIEW 1 1 delta_net_fused_raw-1 - +tensor attn_output-1 (reshaped) 0 f32 128 64 1 1 32768 28.018848 RESHAPE 1 1 attn_output-1 - +tensor attn_rms_norm-1 0 f32 128 64 1 1 32768 3006.057177 FUSED_RMS_NORM 1 0 attn_output-1 (reshaped) blk.1.ssm_norm.weight +tensor attn_out_norm-1 0 f32 128 64 1 1 32768 1497.348339 MUL 1 0 node_155 attn_rms_norm-1 +tensor final_output-1 0 f32 8192 1 1 1 32768 1497.348339 RESHAPE 1 1 attn_out_norm-1 - +tensor linear_attn_out-1 0 f32 4096 1 1 1 16384 -30.178850 MUL_MAT 1 0 blk.1.attn_output.weight final_output-1 +tensor ssm_output-1 0 f32 4096 1 1 1 16384 -30.178850 RESHAPE 1 1 linear_attn_out-1 - +tensor (view) 7 f32 4 1 1 1 16 4.678551 VIEW 1 1 node_94 - +tensor (view) 8 f32 4 4 1 1 64 3.999996 VIEW 1 1 node_94 - +tensor attn_out-1 0 f32 4096 4 1 1 65536 -391.419628 HC_POST 1 0 ssm_output-1 (view) +tensor attn_out-1 (reshaped) 0 f32 16384 1 1 1 65536 -391.419628 RESHAPE 1 1 attn_out-1 - +tensor hc_pre-1 1 f32 16384 1 1 1 65536 -367.642236 RMS_NORM 1 0 attn_out-1 (reshaped) - +tensor hc_pre_mixes-1 1 f32 24 1 1 1 96 11.039299 MUL_MAT 1 0 blk.1.hc_ffn_fn.weight hc_pre-1 +tensor node_169 0 f32 24 1 1 1 96 10.786994 HC_PRE 1 0 hc_pre_mixes-1 blk.1.hc_ffn_scale.weight +tensor (view) 9 f32 4 1 1 1 16 2.377557 VIEW 1 1 node_169 - +tensor (view) (reshaped) 3 f32 1 4 1 1 16 2.377557 RESHAPE 1 1 (view) - +tensor hc_ffn_pre-1 0 f32 4096 1 1 1 16384 -238.409028 MUL_MULTI_ADD 1 0 attn_out-1 (view) (reshaped) +tensor ffn_norm-1 0 f32 4096 1 1 1 16384 -94.828866 FUSED_RMS_NORM 1 0 hc_ffn_pre-1 blk.1.ffn_norm.weight +tensor ffn_up_gate-1 0 f32 12288 1 1 1 49152 106.909511 FUSED_UP_GATE 1 0 blk.1.ffn_up.weight blk.1.ffn_gate.weight +tensor ffn_out-1 0 f32 4096 1 1 1 16384 -10.501798 MUL_MAT 1 0 blk.1.ffn_down.weight ffn_up_gate-1 +tensor (view) 10 f32 4 1 1 1 16 4.409441 VIEW 1 1 node_169 - +tensor (view) 11 f32 4 4 1 1 64 3.999996 VIEW 1 1 node_169 - +tensor l_out-1 0 f32 4096 4 1 1 65536 -437.726265 HC_POST 1 0 ffn_out-1 (view) +tensor l_out-1 (reshaped) 0 f32 16384 1 1 1 65536 -437.726265 RESHAPE 1 1 l_out-1 - +tensor hc_pre-2 0 f32 16384 1 1 1 65536 -350.980920 RMS_NORM 1 0 l_out-1 (reshaped) - +tensor hc_pre_mixes-2 0 f32 24 1 1 1 96 5.650137 MUL_MAT 1 0 blk.2.hc_attn_fn.weight hc_pre-2 +tensor node_182 0 f32 24 1 1 1 96 10.515384 HC_PRE 1 0 hc_pre_mixes-2 blk.2.hc_attn_scale.weight +tensor (view) 12 f32 4 1 1 1 16 2.967072 VIEW 1 1 node_182 - +tensor (view) (reshaped) 4 f32 1 4 1 1 16 2.967072 RESHAPE 1 1 (view) - +tensor hc_attn_pre-2 0 f32 4096 1 1 1 16384 -324.416127 MUL_MULTI_ADD 1 0 l_out-1 (view) (reshaped) +tensor node_186 0 f32 4096 1 1 1 16384 -88.799258 FUSED_RMS_NORM 1 0 hc_attn_pre-2 blk.2.attn_norm.weight +tensor q-2 0 f32 8192 1 1 1 32768 18.676834 MUL_MAT 1 0 blk.2.attn_q.weight node_186 +tensor k-2 0 f32 8192 1 1 1 32768 128.795791 MUL_MAT 1 0 blk.2.attn_k.weight node_186 +tensor node_189 0 f32 16384 1 1 1 65536 147.472625 CONCAT 1 0 q-2 k-2 +tensor v-2 0 f32 8192 1 1 1 32768 70.834039 MUL_MAT 1 0 blk.2.attn_v.weight node_186 +tensor qkv_mixed-2 0 f32 24576 1 1 1 98304 218.306663 CONCAT 1 0 node_189 v-2 +tensor node_192 0 f32 128 1 1 1 512 15.367521 MUL_MAT 1 0 blk.2.ssm_g_a.weight node_186 +tensor z-2 0 f32 8192 1 1 1 32768 22.218650 MUL_MAT 1 0 blk.2.ssm_g_b.weight node_192 +tensor node_194 0 f32 64 1 1 1 256 -6.276635 MUL_MAT 1 0 blk.2.ssm_beta.weight node_186 +tensor beta_in-2 0 f32 64 1 1 1 256 -6.276635 RESHAPE 1 1 node_194 - +tensor node_196 0 f32 128 1 1 1 512 -18.364006 MUL_MAT 1 0 blk.2.ssm_f_a.weight node_186 +tensor node_197 0 f32 8192 1 1 1 32768 -4.151384 MUL_MAT 1 0 blk.2.ssm_f_b.weight node_196 +tensor decay_raw-2 0 f32 128 64 1 1 32768 -4.151384 RESHAPE 1 1 node_197 - +tensor blk.2.ssm_dt.bias (reshaped) 0 f32 128 64 1 1 32768 -8192.000000 RESHAPE 1 1 blk.2.ssm_dt.bias - +tensor node_200 0 f32 128 64 1 1 32768 -8196.151384 ADD 1 0 decay_raw-2 blk.2.ssm_dt.bias (reshaped) +tensor blk.2.ssm_a (reshaped) 0 f32 1 64 1 1 256 -320.000000 RESHAPE 1 1 blk.2.ssm_a - +tensor node_202 0 f32 128 64 1 1 32768 40980.756904 MUL 1 0 node_200 blk.2.ssm_a (reshaped) +tensor node_203 0 f32 128 64 1 1 32768 -40980.756904 SCALE 1 0 node_202 - +tensor node_204 0 f32 128 64 1 1 32768 1416.217949 SIGMOID 1 0 node_203 - +tensor g_in-2 0 f32 128 64 1 1 32768 -7081.089739 SCALE 1 0 node_204 - +input cache_s_l2 0 f32 1122304 1 1 1 4489216 9733.831727 NONE 1 0 - - +tensor cache_s_l2 (view) 0 f32 1122304 1 1 1 4489216 9733.831727 VIEW 1 1 cache_s_l2 - +tensor cache_s_l2 (view) (view) 0 f32 1122304 1 1 1 4489216 9733.831727 VIEW 1 1 cache_s_l2 (view) - +tensor cache_s_l2 (view) (view) (view) 0 f32 1048576 1 1 1 4194304 9606.015428 VIEW 1 1 cache_s_l2 (view) (view) - +tensor state_in-2 0 f32 128 128 64 1 4194304 9606.015428 RESHAPE 1 1 cache_s_l2 (view) (view) (view) - +tensor cache_s_l2 (view) (view) (view) 1 f32 73728 1 1 1 294912 127.816299 VIEW 1 1 cache_s_l2 (view) (view) - +tensor conv_states-2 0 f32 3 24576 1 1 294912 127.816299 RESHAPE 1 1 cache_s_l2 (view) (view) (view) - +tensor blk.2.ssm_conv1d_q.weight (reshaped) 0 f32 4 8192 1 1 131072 43.130712 RESHAPE 1 1 blk.2.ssm_conv1d_q.weight - +tensor blk.2.ssm_conv1d_k.weight (reshaped) 0 f32 4 8192 1 1 131072 28.253117 RESHAPE 1 1 blk.2.ssm_conv1d_k.weight - +tensor node_214 0 f32 4 16384 1 1 262144 71.383829 CONCAT 1 0 blk.2.ssm_conv1d_q.weight (reshaped) blk.2.ssm_conv1d_k.weight (reshaped) +tensor blk.2.ssm_conv1d_v.weight (reshaped) 0 f32 4 8192 1 1 131072 -3.023941 RESHAPE 1 1 blk.2.ssm_conv1d_v.weight - +tensor node_216 0 f32 4 24576 1 1 393216 68.359888 CONCAT 1 0 node_214 blk.2.ssm_conv1d_v.weight (reshaped) +tensor conv_output_raw-2 0 f32 122880 1 1 1 491520 647.690034 SSM_CONV 1 0 conv_states-2 qkv_mixed-2 +tensor conv_output_raw-2 (view) 0 f32 24576 1 1 1 98304 301.567072 VIEW 1 1 conv_output_raw-2 - +tensor conv_output_silu-2 0 f32 24576 1 1 1 98304 4998.335501 SILU 1 0 conv_output_raw-2 (view) - +tensor q_conv-2 0 f32 128 64 1 1 32768 1791.145718 VIEW 1 1 conv_output_silu-2 - +tensor node_221 0 f32 128 64 1 1 32768 254.064630 L2_NORM 1 0 q_conv-2 - +tensor q_fused-2 0 f32 128 1 64 1 32768 254.064630 PERMUTE 1 1 node_221 - +tensor k_conv-2 0 f32 128 64 1 1 32768 1625.268697 VIEW 1 1 conv_output_silu-2 - +tensor node_224 0 f32 128 64 1 1 32768 238.024387 L2_NORM 1 0 k_conv-2 - +tensor k_fused-2 0 f32 128 1 64 1 32768 238.024387 PERMUTE 1 1 node_224 - +tensor v_in-2 0 f32 128 64 1 1 32768 1581.921086 VIEW 1 1 conv_output_silu-2 - +tensor v_fused-2 0 f32 128 1 64 1 32768 1581.921086 PERMUTE 1 1 v_in-2 - +tensor g_fused-2 0 f32 1 128 64 1 32768 -7081.089739 PERMUTE 1 1 g_in-2 - +tensor beta_fused-2 0 f32 1 1 64 1 256 -6.276635 PERMUTE 1 1 beta_in-2 - +tensor state_fused-2 0 f32 128 8192 1 1 4194304 9606.015428 RESHAPE 1 1 state_in-2 - +tensor delta_net_fused_raw-2 0 f32 1056768 1 1 1 4227072 9523.260628 DELTA_NET 1 0 q_fused-2 k_fused-2 +tensor delta_net_fused_raw-2 (view) 0 f32 1048576 1 1 1 4194304 9497.636959 VIEW 1 1 delta_net_fused_raw-2 - +tensor new_state-2 0 f32 128 128 64 1 4194304 9497.636959 RESHAPE 1 1 delta_net_fused_raw-2 (view) - +tensor new_state-2 (reshaped) 0 f32 1048576 1 1 1 4194304 9497.636959 RESHAPE 1 1 new_state-2 - +tensor cache_s_l2 (view) (view) (view) 2 f32 1048576 1 1 1 4194304 9606.015428 VIEW 1 1 cache_s_l2 (view) (view) - +tensor ssm_state_cpy-2 0 f32 1048576 1 1 1 4194304 9497.636959 CPY 1 1 new_state-2 (reshaped) cache_s_l2 (view) (view) (view) +tensor conv_output_raw-2 (view) 1 f32 3 24576 1 1 294912 167.193654 VIEW 0 1 conv_output_raw-2 - +tensor new_conv_states_cont-2 0 f32 3 24576 1 1 294912 270.121759 CONT 1 0 conv_output_raw-2 (view) - +tensor new_conv_states_cont-2 (reshaped) 0 f32 73728 1 1 1 294912 270.121759 RESHAPE 1 1 new_conv_states_cont-2 - +tensor cache_s_l2 (view) (view) (view) 3 f32 73728 1 1 1 294912 127.816299 VIEW 1 1 cache_s_l2 (view) (view) - +tensor conv_state_cpy-2 0 f32 73728 1 1 1 294912 270.121759 CPY 1 1 new_conv_states_cont-2 (reshaped) cache_s_l2 (view) (view) (view) +tensor z-2 (reshaped) 0 f32 128 64 1 1 32768 22.218650 RESHAPE 1 1 z-2 - +tensor node_243 0 f32 128 64 1 1 32768 4098.707360 SIGMOID 1 0 z-2 (reshaped) - +tensor attn_output-2 0 f32 128 64 1 1 32768 25.623669 VIEW 1 1 delta_net_fused_raw-2 - +tensor attn_output-2 (reshaped) 0 f32 128 64 1 1 32768 25.623669 RESHAPE 1 1 attn_output-2 - +tensor attn_rms_norm-2 0 f32 128 64 1 1 32768 2897.911847 FUSED_RMS_NORM 1 0 attn_output-2 (reshaped) blk.2.ssm_norm.weight +tensor attn_out_norm-2 0 f32 128 64 1 1 32768 1449.316956 MUL 1 0 node_243 attn_rms_norm-2 +tensor final_output-2 0 f32 8192 1 1 1 32768 1449.316956 RESHAPE 1 1 attn_out_norm-2 - +tensor linear_attn_out-2 0 f32 4096 1 1 1 16384 -19.761279 MUL_MAT 1 0 blk.2.attn_output.weight final_output-2 +tensor ssm_output-2 0 f32 4096 1 1 1 16384 -19.761279 RESHAPE 1 1 linear_attn_out-2 - +tensor (view) 13 f32 4 1 1 1 16 3.548316 VIEW 1 1 node_182 - +tensor (view) 14 f32 4 4 1 1 64 3.999996 VIEW 1 1 node_182 - +tensor attn_out-2 0 f32 4096 4 1 1 65536 -507.845080 HC_POST 1 0 ssm_output-2 (view) +tensor attn_out-2 (reshaped) 0 f32 16384 1 1 1 65536 -507.845080 RESHAPE 1 1 attn_out-2 - +tensor hc_pre-2 1 f32 16384 1 1 1 65536 -389.333722 RMS_NORM 1 0 attn_out-2 (reshaped) - +tensor hc_pre_mixes-2 1 f32 24 1 1 1 96 2.624403 MUL_MAT 1 0 blk.2.hc_ffn_fn.weight hc_pre-2 +tensor node_257 0 f32 24 1 1 1 96 9.978009 HC_PRE 1 0 hc_pre_mixes-2 blk.2.hc_ffn_scale.weight +tensor (view) 15 f32 4 1 1 1 16 1.866774 VIEW 1 1 node_257 - +tensor (view) (reshaped) 5 f32 1 4 1 1 16 1.866774 RESHAPE 1 1 (view) - +tensor hc_ffn_pre-2 0 f32 4096 1 1 1 16384 -239.211439 MUL_MULTI_ADD 1 0 attn_out-2 (view) (reshaped) +tensor ffn_norm-2 0 f32 4096 1 1 1 16384 -98.431309 FUSED_RMS_NORM 1 0 hc_ffn_pre-2 blk.2.ffn_norm.weight +tensor ffn_moe_logits-2 0 f32 288 1 1 1 1152 -15.655101 MUL_MAT 1 0 blk.2.ffn_gate_inp.weight ffn_norm-2 +tensor ffn_moe_probs-2 0 f32 288 1 1 1 1152 140.313789 SIGMOID 1 0 ffn_moe_logits-2 - +tensor ffn_moe_probs-2 (reshaped) 0 f32 1 288 1 1 1152 140.313789 RESHAPE 1 1 ffn_moe_probs-2 - +tensor ffn_moe_probs_biased-2 0 f32 288 1 1 1 1152 140.313789 ADD 1 0 ffn_moe_probs-2 blk.2.exp_probs_b.bias +tensor ffn_moe_probs_biased-2 (sort) 0 i32 288 1 1 1 1152 41328.000000 ARGSORT 1 0 ffn_moe_probs_biased-2 - +int ffn_moe_probs_biased-2 (sort) 0 tensor i32 i32 flat 288 1152 41328 287 ffn_moe_probs_biased-2_(sort).0.i32 +tensor ffn_moe_topk-2 0 i32 8 1 1 1 32 1366.000000 VIEW 1 1 ffn_moe_probs_biased-2 (sort) - +int ffn_moe_topk-2 0 tensor i32 i32 flat 8 32 1366 265 ffn_moe_topk-2.0.i32 +int ffn_moe_topk-2 0 tensor i32 i32 logical 8 32 1366 265 ffn_moe_topk-2.0.logical.i32 +tensor ffn_moe_weights-2 0 f32 1 8 1 1 32 7.170526 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor ffn_moe_weights-2 (reshaped) 0 f32 8 1 1 1 32 7.170526 RESHAPE 1 1 ffn_moe_weights-2 - +tensor ffn_moe_weights_sum-2 0 f32 1 1 1 1 4 7.170526 SUM_ROWS 1 0 ffn_moe_weights-2 (reshaped) - +tensor ffn_moe_weights_norm-2 0 f32 8 1 1 1 32 1.000000 DIV 1 0 ffn_moe_weights-2 (reshaped) ffn_moe_weights_sum-2 +tensor ffn_moe_weights_norm-2 (reshaped) 0 f32 1 8 1 1 32 1.000000 RESHAPE 1 1 ffn_moe_weights_norm-2 - +tensor ffn_moe_weights_scaled-2 0 f32 1 8 1 1 32 2.500000 SCALE 1 0 ffn_moe_weights_norm-2 (reshaped) - +tensor ffn_norm-2 (reshaped) 0 f32 4096 1 1 1 16384 -98.431309 RESHAPE 1 1 ffn_norm-2 - +tensor ffn_moe_gate_par-2 0 f32 512 8 1 1 16384 -6.101818 MOE_FUSED_UP_GATE 1 0 blk.2.ffn_up_exps.weight blk.2.ffn_gate_exps.weight +tensor ffn_moe_down-2 0 f32 4096 8 1 1 131072 -60.005940 MUL_MAT_ID 1 0 blk.2.ffn_down_exps.weight ffn_moe_gate_par-2 +tensor ffn_moe_out-2 0 f32 4096 1 1 1 16384 -17.974163 MUL_MULTI_ADD 1 0 ffn_moe_down-2 ffn_moe_weights_scaled-2 +tensor ffn_up_gate-2 0 f32 2048 1 1 1 8192 43.214350 FUSED_UP_GATE 1 0 blk.2.ffn_up_shexp.weight blk.2.ffn_gate_shexp.weight +tensor ffn_shexp-2 0 f32 4096 1 1 1 16384 -19.028881 MUL_MAT 1 0 blk.2.ffn_down_shexp.weight ffn_up_gate-2 +tensor ffn_out-2 0 f32 4096 1 1 1 16384 -37.003042 ADD 1 0 ffn_moe_out-2 ffn_shexp-2 +tensor (view) 16 f32 4 1 1 1 16 4.111240 VIEW 1 1 node_257 - +tensor (view) 17 f32 4 4 1 1 64 3.999996 VIEW 1 1 node_257 - +tensor l_out-2 0 f32 4096 4 1 1 65536 -659.972964 HC_POST 1 0 ffn_out-2 (view) +tensor l_out-2 (reshaped) 0 f32 16384 1 1 1 65536 -659.972964 RESHAPE 1 1 l_out-2 - +tensor hc_pre-3 0 f32 16384 1 1 1 65536 -425.242206 RMS_NORM 1 0 l_out-2 (reshaped) - +tensor hc_pre_mixes-3 0 f32 24 1 1 1 96 3.081198 MUL_MAT 1 0 blk.3.hc_attn_fn.weight hc_pre-3 +tensor node_287 0 f32 24 1 1 1 96 11.675574 HC_PRE 1 0 hc_pre_mixes-3 blk.3.hc_attn_scale.weight +tensor (view) 18 f32 4 1 1 1 16 1.650397 VIEW 1 1 node_287 - +tensor (view) (reshaped) 6 f32 1 4 1 1 16 1.650397 RESHAPE 1 1 (view) - +tensor hc_attn_pre-3 0 f32 4096 1 1 1 16384 -267.690131 MUL_MULTI_ADD 1 0 l_out-2 (view) (reshaped) +tensor attn_norm-3 0 f32 4096 1 1 1 16384 -108.409039 FUSED_RMS_NORM 1 0 hc_attn_pre-3 blk.3.attn_norm.weight +tensor node_292 0 f32 128 1 1 1 512 23.132474 MUL_MAT 1 0 blk.3.indexer.attn_k.weight attn_norm-3 +tensor norm-3 0 f32 128 1 1 1 512 -0.000002 NORM 1 0 node_292 - +tensor norm_w-3 0 f32 128 1 1 1 512 -0.000002 MUL 1 0 norm-3 blk.3.indexer.k_norm.weight +tensor dsa_indexer_k-3 0 f32 128 1 1 1 512 -0.000002 ADD 1 0 norm_w-3 blk.3.indexer.k_norm.bias +tensor dsa_indexer_gate-3 0 f32 128 1 1 1 512 -7.907807 MUL_MAT 1 0 blk.3.indexer_compressor_gate.weight attn_norm-3 +tensor node_297 0 f32 256 1 1 1 1024 -7.907808 CONCAT 1 0 dsa_indexer_k-3 dsa_indexer_gate-3 +tensor dsa_indexer_packed-3 0 f32 256 1 1 1 1024 -7.907808 RESHAPE 1 1 node_297 - +input cache_kr_l3 0 f16 256 16384 1 1 16777216 37414.559190 NONE 1 0 - - +tensor cache_kr_l3 (view) 0 f16 256 1 1 1 1024 0.000000 VIEW 1 1 cache_kr_l3 - +tensor cache_kr_l3 (view) (copy of dsa_indexer_packed-3) 0 f16 256 1 1 1 1024 -7.908764 CPY 1 1 dsa_indexer_packed-3 cache_kr_l3 (view) +tensor kv_a_mqa-3 0 f32 512 1 1 1 2048 33.188512 MUL_MAT 1 0 blk.3.attn_kv_a_mqa.weight attn_norm-3 +tensor kv_compressed-3 0 f32 512 1 1 1 2048 34.808831 FUSED_RMS_NORM 1 0 kv_a_mqa-3 blk.3.attn_kv_a_norm.weight +input cache_k_l3 0 f16 512 16384 1 1 33554432 15882.630586 NONE 1 0 - - +tensor cache_k_l3 (view) 0 f16 512 1 1 1 2048 0.000000 VIEW 1 1 cache_k_l3 - +tensor cache_k_l3 (view) (copy of kv_compressed-3) 0 f16 512 1 1 1 2048 34.811281 CPY 1 1 kv_compressed-3 cache_k_l3 (view) +tensor q_a-3 0 f32 1536 1 1 1 6144 -25.491049 MUL_MAT 1 0 blk.3.attn_q_a.weight attn_norm-3 +tensor q_a_norm-3 0 f32 1536 1 1 1 6144 -25.484872 FUSED_RMS_NORM 1 0 q_a-3 blk.3.attn_q_a_norm.weight +tensor q-3 0 f32 16384 1 1 1 65536 -22.057935 MUL_MAT 1 0 blk.3.attn_q_b.weight q_a_norm-3 +tensor q-3 (reshaped) 0 f32 256 64 1 1 65536 -22.057935 RESHAPE 1 1 q-3 - +tensor q-3 (reshaped) (permuted) 0 f32 256 1 64 1 65536 -22.057935 PERMUTE 1 1 q-3 (reshaped) - +tensor Qcur-3 0 f32 512 1 64 1 131072 -27.976530 MUL_MAT 1 0 blk.3.attn_k_b.weight q-3 (reshaped) (permuted) +tensor kv_cache-3 0 f16 512 16384 1 1 33554432 15917.441868 VIEW 1 1 cache_k_l3 - +input inp_kpool_cells 0 i32 16384 1 1 1 65536 134144010.000000 NONE 1 0 - - +int inp_kpool_cells 0 input i32 i32 flat 16384 65536 134144010 16379 inp_kpool_cells.0.input.i32 +tensor inp_kpool_cells (reshaped) 0 i32 4 4096 1 1 65536 134144010.000000 RESHAPE 1 1 inp_kpool_cells - +int inp_kpool_cells (reshaped) 0 tensor i32 i32 flat 16384 65536 134144010 16379 inp_kpool_cells_(reshaped).0.i32 +int inp_kpool_cells (reshaped) 0 tensor i32 i32 logical 16384 65536 134144010 16379 inp_kpool_cells_(reshaped).0.logical.i32 +tensor dsa_cached_all-3 0 f16 256 16384 1 1 16777216 37406.650426 VIEW 1 1 cache_kr_l3 - +tensor node_314 0 f32 256 16384 1 1 16777216 37438.211923 GET_ROWS 1 0 dsa_cached_all-3 inp_kpool_cells +tensor dsa_pool_members-3 0 f32 256 4 4096 1 16777216 37438.211923 RESHAPE 1 1 node_314 - +tensor dsa_pool_members-3 (view) 0 f32 128 4 4096 1 8388608 19167.834536 VIEW 0 1 dsa_pool_members-3 - +tensor dsa_pool_k-3 0 f32 128 4 4096 1 8388608 -0.136840 CONT 1 0 dsa_pool_members-3 (view) - +tensor dsa_pool_k-3 (permuted) 0 f32 4 128 4096 1 8388608 -0.136840 PERMUTE 0 1 dsa_pool_k-3 - +tensor dsa_pool_k-3 (permuted) (cont) 0 f32 4 128 4096 1 8388608 -0.136840 CONT 1 0 dsa_pool_k-3 (permuted) - +tensor dsa_pool_members-3 (view) 1 f32 128 4 4096 1 8388608 19167.836046 VIEW 0 1 dsa_pool_members-3 - +tensor dsa_pool_g-3 0 f32 128 4 4096 1 8388608 37438.348762 CONT 1 0 dsa_pool_members-3 (view) - +input inp_kpool_ape 0 i32 4 1 1 1 16 6.000000 NONE 1 0 - - +int inp_kpool_ape 0 input i32 i32 flat 4 16 6 3 inp_kpool_ape.0.input.i32 +tensor node_322 0 f32 128 4 1 1 2048 0.221877 GET_ROWS 1 0 blk.3.indexer_compressor_ape.weight inp_kpool_ape +tensor node_323 0 f32 128 4 4096 1 8388608 38347.159262 ADD 1 0 dsa_pool_g-3 node_322 +tensor (permuted) 0 f32 4 128 4096 1 8388608 38347.159262 PERMUTE 0 1 node_323 - +tensor (permuted) (cont) 0 f32 4 128 4096 1 8388608 38347.159262 CONT 1 0 (permuted) - +tensor node_326 0 f32 4 128 4096 1 8388608 524287.999997 SOFT_MAX 1 0 (permuted) (cont) - +tensor node_327 0 f32 4 128 4096 1 8388608 -116.150225 MUL 1 0 dsa_pool_k-3 (permuted) (cont) node_326 +tensor node_328 0 f32 1 128 4096 1 2097152 -116.150202 SUM_ROWS 1 0 node_327 - +tensor (permuted) 1 f32 128 1 4096 1 2097152 -116.150202 PERMUTE 1 1 node_328 - +tensor (permuted) (cont) 1 f32 128 1 4096 1 2097152 -116.150202 CONT 1 0 (permuted) - +tensor dsa_indexer_k_pooled-3 0 f32 128 4096 1 1 2097152 -116.150202 RESHAPE 1 1 (permuted) (cont) - +tensor node_332 0 f32 4096 1 1 1 16384 32.644553 MUL_MAT 1 0 blk.3.indexer.attn_q_b.weight q_a_norm-3 +tensor dsa_indexer_q-3 0 f32 128 32 1 1 16384 32.644553 RESHAPE 1 1 node_332 - +tensor node_334 0 f32 4096 32 1 1 524288 -9120.384597 MUL_MAT 1 0 dsa_indexer_k_pooled-3 dsa_indexer_q-3 +tensor node_335 0 f32 4096 32 1 1 524288 426234.725923 RELU 1 0 node_334 - +tensor (permuted) 2 f32 32 4096 1 1 524288 426234.725923 PERMUTE 0 1 node_335 - +tensor (permuted) (cont) 2 f32 32 4096 1 1 524288 426234.725923 CONT 1 0 (permuted) - +tensor node_338 0 f32 32 1 1 1 128 7.650034 MUL_MAT 1 0 blk.3.indexer.proj.weight attn_norm-3 +tensor node_339 0 f32 32 1 1 1 128 0.119532 SCALE 1 0 node_338 - +tensor dsa_indexer_weights-3 0 f32 32 1 1 1 128 0.119532 RESHAPE 1 1 node_339 - +tensor node_341 0 f32 32 4096 1 1 524288 2327.435223 MUL 1 0 (permuted) (cont) dsa_indexer_weights-3 +tensor node_342 0 f32 1 4096 1 1 16384 2327.435224 SUM_ROWS 1 0 node_341 - +tensor (reshaped) 0 f32 4096 1 1 1 16384 2327.435224 RESHAPE 1 1 node_342 - +input inp_kpool_bias 0 f32 4096 1 1 1 16384 -inf NONE 1 0 - - +tensor dsa_indexer_score-3 0 f32 4096 1 1 1 16384 -inf ADD 1 0 (reshaped) inp_kpool_bias +tensor dsa_indexer_score-3 (sort) 0 i32 4096 1 1 1 16384 8386560.000000 ARGSORT 1 0 dsa_indexer_score-3 - +int dsa_indexer_score-3 (sort) 0 tensor i32 i32 flat 4096 16384 8386560 4095 dsa_indexer_score-3_(sort).0.i32 +tensor dsa_indexer_score-3 (sort) (view) 0 i32 512 1 1 1 2048 1060265.000000 VIEW 1 1 dsa_indexer_score-3 (sort) - +int dsa_indexer_score-3 (sort) (view) 0 tensor i32 i32 flat 512 2048 1060265 4077 dsa_indexer_score-3_(sort)_(view).0.i32 +int dsa_indexer_score-3 (sort) (view) 0 tensor i32 i32 logical 512 2048 1060265 4077 dsa_indexer_score-3_(sort)_(view).0.logical.i32 +tensor dsa_top_k_pools-3 0 i32 512 1 1 1 2048 1060265.000000 CONT 1 0 dsa_indexer_score-3 (sort) (view) - +int dsa_top_k_pools-3 0 tensor i32 i32 flat 512 2048 1060265 4077 dsa_top_k_pools-3.0.i32 +tensor dsa_top_k_pools-3 (reshaped) 0 i32 512 1 1 1 2048 1060265.000000 RESHAPE 1 1 dsa_top_k_pools-3 - +int dsa_top_k_pools-3 (reshaped) 0 tensor i32 i32 flat 512 2048 1060265 4077 dsa_top_k_pools-3_(reshaped).0.i32 +int dsa_top_k_pools-3 (reshaped) 0 tensor i32 i32 logical 512 2048 1060265 4077 dsa_top_k_pools-3_(reshaped).0.logical.i32 +tensor node_349 0 i32 4 512 1 1 8192 16967312.000000 GET_ROWS 1 0 inp_kpool_cells (reshaped) dsa_top_k_pools-3 (reshaped) +int node_349 0 tensor i32 i32 flat 2048 8192 16967312 16311 node_349.0.i32 +tensor (reshaped) 1 i32 2048 1 1 1 8192 16967312.000000 RESHAPE 1 1 node_349 - +int (reshaped) 1 tensor i32 i32 flat 2048 8192 16967312 16311 _(reshaped).1.i32 +int (reshaped) 1 tensor i32 i32 logical 2048 8192 16967312 16311 _(reshaped).1.logical.i32 +input inp_kpool_tail 0 i32 3 1 1 1 12 49143.000000 NONE 1 0 - - +int inp_kpool_tail 0 input i32 i32 flat 3 12 49143 16382 inp_kpool_tail.0.input.i32 +tensor dsa_top_k-3 0 i32 2051 1 1 1 8204 17016455.000000 CONCAT 1 0 (reshaped) inp_kpool_tail +int dsa_top_k-3 0 tensor i32 i32 flat 2051 8204 17016455 16382 dsa_top_k-3.0.i32 +input KQ_mask 0 f16 16384 16 1 1 1048576 -inf NONE 1 0 - - +tensor dsa_sparse_mask-3 0 f16 16384 16 1 1 1048576 -inf MASK_TOPK 1 0 KQ_mask dsa_top_k-3 +tensor kqv_compressed-3 0 f32 512 64 1 1 131072 147.550979 FLASH_ATTN_EXT 1 0 Qcur-3 kv_cache-3 +tensor kqv_compressed_perm-3 0 f32 512 1 64 1 131072 147.550979 PERMUTE 1 1 kqv_compressed-3 - +tensor kqv-3 0 f32 256 1 64 1 65536 -40.234051 MUL_MAT 1 0 blk.3.attn_v_b.weight kqv_compressed_perm-3 +tensor kqv-3 (permuted) 0 f32 256 64 1 1 65536 -40.234051 PERMUTE 1 1 kqv-3 - +tensor kqv-3 (permuted) (cont) 0 f32 256 64 1 1 65536 -40.234051 CONT 1 0 kqv-3 (permuted) - +tensor kqv_2d-3 0 f32 16384 1 1 1 65536 -40.234051 RESHAPE 1 1 kqv-3 (permuted) (cont) - +tensor kqv_out-3 0 f32 4096 1 1 1 16384 -29.655548 MUL_MAT 1 0 blk.3.attn_output.weight kqv_2d-3 +tensor (view) 19 f32 4 1 1 1 16 6.025180 VIEW 1 1 node_287 - +tensor (view) 20 f32 4 4 1 1 64 3.999996 VIEW 1 1 node_287 - +tensor attn_out-3 0 f32 4096 4 1 1 65536 -838.652349 HC_POST 1 0 kqv_out-3 (view) +tensor attn_out-3 (reshaped) 0 f32 16384 1 1 1 65536 -838.652349 RESHAPE 1 1 attn_out-3 - +tensor hc_pre-3 1 f32 16384 1 1 1 65536 -521.673388 RMS_NORM 1 0 attn_out-3 (reshaped) - +tensor hc_pre_mixes-3 1 f32 24 1 1 1 96 -1.028193 MUL_MAT 1 0 blk.3.hc_ffn_fn.weight hc_pre-3 +tensor node_366 0 f32 24 1 1 1 96 9.833996 HC_PRE 1 0 hc_pre_mixes-3 blk.3.hc_ffn_scale.weight +tensor (view) 21 f32 4 1 1 1 16 1.642432 VIEW 1 1 node_366 - +tensor (view) (reshaped) 7 f32 1 4 1 1 16 1.642432 RESHAPE 1 1 (view) - +tensor hc_ffn_pre-3 0 f32 4096 1 1 1 16384 -358.358766 MUL_MULTI_ADD 1 0 attn_out-3 (view) (reshaped) +tensor ffn_norm-3 0 f32 4096 1 1 1 16384 -132.606790 FUSED_RMS_NORM 1 0 hc_ffn_pre-3 blk.3.ffn_norm.weight +tensor ffn_moe_logits-3 0 f32 288 1 1 1 1152 15.146045 MUL_MAT 1 0 blk.3.ffn_gate_inp.weight ffn_norm-3 +tensor ffn_moe_probs-3 0 f32 288 1 1 1 1152 147.326685 SIGMOID 1 0 ffn_moe_logits-3 - +tensor ffn_moe_probs-3 (reshaped) 0 f32 1 288 1 1 1152 147.326685 RESHAPE 1 1 ffn_moe_probs-3 - +tensor ffn_moe_probs_biased-3 0 f32 288 1 1 1 1152 147.326685 ADD 1 0 ffn_moe_probs-3 blk.3.exp_probs_b.bias +tensor ffn_moe_probs_biased-3 (sort) 0 i32 288 1 1 1 1152 41328.000000 ARGSORT 1 0 ffn_moe_probs_biased-3 - +int ffn_moe_probs_biased-3 (sort) 0 tensor i32 i32 flat 288 1152 41328 287 ffn_moe_probs_biased-3_(sort).0.i32 +tensor ffn_moe_topk-3 0 i32 8 1 1 1 32 1108.000000 VIEW 1 1 ffn_moe_probs_biased-3 (sort) - +int ffn_moe_topk-3 0 tensor i32 i32 flat 8 32 1108 277 ffn_moe_topk-3.0.i32 +int ffn_moe_topk-3 0 tensor i32 i32 logical 8 32 1108 277 ffn_moe_topk-3.0.logical.i32 +tensor ffn_moe_weights-3 0 f32 1 8 1 1 32 7.274774 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor ffn_moe_weights-3 (reshaped) 0 f32 8 1 1 1 32 7.274774 RESHAPE 1 1 ffn_moe_weights-3 - +tensor ffn_moe_weights_sum-3 0 f32 1 1 1 1 4 7.274774 SUM_ROWS 1 0 ffn_moe_weights-3 (reshaped) - +tensor ffn_moe_weights_norm-3 0 f32 8 1 1 1 32 1.000000 DIV 1 0 ffn_moe_weights-3 (reshaped) ffn_moe_weights_sum-3 +tensor ffn_moe_weights_norm-3 (reshaped) 0 f32 1 8 1 1 32 1.000000 RESHAPE 1 1 ffn_moe_weights_norm-3 - +tensor ffn_moe_weights_scaled-3 0 f32 1 8 1 1 32 2.500000 SCALE 1 0 ffn_moe_weights_norm-3 (reshaped) - +tensor ffn_norm-3 (reshaped) 0 f32 4096 1 1 1 16384 -132.606790 RESHAPE 1 1 ffn_norm-3 - +tensor ffn_moe_gate_par-3 0 f32 512 8 1 1 16384 -11.150300 MOE_FUSED_UP_GATE 1 0 blk.3.ffn_up_exps.weight blk.3.ffn_gate_exps.weight +tensor ffn_moe_down-3 0 f32 4096 8 1 1 131072 -134.422432 MUL_MAT_ID 1 0 blk.3.ffn_down_exps.weight ffn_moe_gate_par-3 +tensor ffn_moe_out-3 0 f32 4096 1 1 1 16384 -43.574911 MUL_MULTI_ADD 1 0 ffn_moe_down-3 ffn_moe_weights_scaled-3 +tensor ffn_up_gate-3 0 f32 2048 1 1 1 8192 -38.529434 FUSED_UP_GATE 1 0 blk.3.ffn_up_shexp.weight blk.3.ffn_gate_shexp.weight +tensor ffn_shexp-3 0 f32 4096 1 1 1 16384 -19.480567 MUL_MAT 1 0 blk.3.ffn_down_shexp.weight ffn_up_gate-3 +tensor ffn_out-3 0 f32 4096 1 1 1 16384 -63.055476 ADD 1 0 ffn_moe_out-3 ffn_shexp-3 +tensor (view) 22 f32 4 1 1 1 16 4.191568 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blk.5.indexer.proj.weight attn_norm-5 +tensor node_553 0 f32 32 1 1 1 128 0.003151 SCALE 1 0 node_552 - +tensor dsa_indexer_weights-5 0 f32 32 1 1 1 128 0.003151 RESHAPE 1 1 node_553 - +tensor node_555 0 f32 32 4096 1 1 524288 -445.556907 MUL 1 0 (permuted) (cont) dsa_indexer_weights-5 +tensor node_556 0 f32 1 4096 1 1 16384 -445.556906 SUM_ROWS 1 0 node_555 - +tensor (reshaped) 2 f32 4096 1 1 1 16384 -445.556906 RESHAPE 1 1 node_556 - +tensor dsa_indexer_score-5 0 f32 4096 1 1 1 16384 -inf ADD 1 0 (reshaped) inp_kpool_bias +tensor dsa_indexer_score-5 (sort) 0 i32 4096 1 1 1 16384 8386560.000000 ARGSORT 1 0 dsa_indexer_score-5 - +int dsa_indexer_score-5 (sort) 0 tensor i32 i32 flat 4096 16384 8386560 4095 dsa_indexer_score-5_(sort).0.i32 +tensor dsa_indexer_score-5 (sort) (view) 0 i32 512 1 1 1 2048 1044944.000000 VIEW 1 1 dsa_indexer_score-5 (sort) - +int dsa_indexer_score-5 (sort) (view) 0 tensor i32 i32 flat 512 2048 1044944 4094 dsa_indexer_score-5_(sort)_(view).0.i32 +int dsa_indexer_score-5 (sort) (view) 0 tensor i32 i32 logical 512 2048 1044944 4094 dsa_indexer_score-5_(sort)_(view).0.logical.i32 +tensor dsa_top_k_pools-5 0 i32 512 1 1 1 2048 1044944.000000 CONT 1 0 dsa_indexer_score-5 (sort) (view) - +int dsa_top_k_pools-5 0 tensor i32 i32 flat 512 2048 1044944 4094 dsa_top_k_pools-5.0.i32 +tensor dsa_top_k_pools-5 (reshaped) 0 i32 512 1 1 1 2048 1044944.000000 RESHAPE 1 1 dsa_top_k_pools-5 - +int dsa_top_k_pools-5 (reshaped) 0 tensor i32 i32 flat 512 2048 1044944 4094 dsa_top_k_pools-5_(reshaped).0.i32 +int dsa_top_k_pools-5 (reshaped) 0 tensor i32 i32 logical 512 2048 1044944 4094 dsa_top_k_pools-5_(reshaped).0.logical.i32 +tensor node_563 0 i32 4 512 1 1 8192 16722176.000000 GET_ROWS 1 0 inp_kpool_cells (reshaped) dsa_top_k_pools-5 (reshaped) +int node_563 0 tensor i32 i32 flat 2048 8192 16722176 16379 node_563.0.i32 +tensor (reshaped) 3 i32 2048 1 1 1 8192 16722176.000000 RESHAPE 1 1 node_563 - +int (reshaped) 3 tensor i32 i32 flat 2048 8192 16722176 16379 _(reshaped).3.i32 +int (reshaped) 3 tensor i32 i32 logical 2048 8192 16722176 16379 _(reshaped).3.logical.i32 +tensor dsa_top_k-5 0 i32 2051 1 1 1 8204 16771319.000000 CONCAT 1 0 (reshaped) inp_kpool_tail +int dsa_top_k-5 0 tensor i32 i32 flat 2051 8204 16771319 16382 dsa_top_k-5.0.i32 +tensor dsa_sparse_mask-5 0 f16 16384 16 1 1 1048576 -inf MASK_TOPK 1 0 KQ_mask dsa_top_k-5 +tensor kqv_compressed-5 0 f32 512 64 1 1 131072 603.376630 FLASH_ATTN_EXT 1 0 Qcur-5 kv_cache-5 +tensor kqv_compressed_perm-5 0 f32 512 1 64 1 131072 603.376630 PERMUTE 1 1 kqv_compressed-5 - +tensor kqv-5 0 f32 256 1 64 1 65536 -66.822813 MUL_MAT 1 0 blk.5.attn_v_b.weight kqv_compressed_perm-5 +tensor kqv-5 (permuted) 0 f32 256 64 1 1 65536 -66.822813 PERMUTE 1 1 kqv-5 - +tensor kqv-5 (permuted) (cont) 0 f32 256 64 1 1 65536 -66.822813 CONT 1 0 kqv-5 (permuted) - +tensor kqv_2d-5 0 f32 16384 1 1 1 65536 -66.822813 RESHAPE 1 1 kqv-5 (permuted) (cont) - +tensor kqv_out-5 0 f32 4096 1 1 1 16384 19.111053 MUL_MAT 1 0 blk.5.attn_output.weight kqv_2d-5 +tensor (view) 31 f32 4 1 1 1 16 4.172496 VIEW 1 1 node_501 - +tensor (view) 32 f32 4 4 1 1 64 3.999996 VIEW 1 1 node_501 - +tensor attn_out-5 0 f32 4096 4 1 1 65536 -725.175829 HC_POST 1 0 kqv_out-5 (view) +tensor attn_out-5 (reshaped) 0 f32 16384 1 1 1 65536 -725.175829 RESHAPE 1 1 attn_out-5 - +tensor hc_pre-5 1 f32 16384 1 1 1 65536 -358.453813 RMS_NORM 1 0 attn_out-5 (reshaped) - +tensor hc_pre_mixes-5 1 f32 24 1 1 1 96 1.629841 MUL_MAT 1 0 blk.5.hc_ffn_fn.weight hc_pre-5 +tensor node_580 0 f32 24 1 1 1 96 9.754669 HC_PRE 1 0 hc_pre_mixes-5 blk.5.hc_ffn_scale.weight +tensor (view) 33 f32 4 1 1 1 16 2.039268 VIEW 1 1 node_580 - +tensor (view) (reshaped) 11 f32 1 4 1 1 16 2.039268 RESHAPE 1 1 (view) - +tensor hc_ffn_pre-5 0 f32 4096 1 1 1 16384 -365.779881 MUL_MULTI_ADD 1 0 attn_out-5 (view) (reshaped) +tensor ffn_norm-5 0 f32 4096 1 1 1 16384 -88.488274 FUSED_RMS_NORM 1 0 hc_ffn_pre-5 blk.5.ffn_norm.weight +tensor ffn_moe_logits-5 0 f32 288 1 1 1 1152 -5.803525 MUL_MAT 1 0 blk.5.ffn_gate_inp.weight ffn_norm-5 +tensor ffn_moe_probs-5 0 f32 288 1 1 1 1152 142.795691 SIGMOID 1 0 ffn_moe_logits-5 - +tensor ffn_moe_probs-5 (reshaped) 0 f32 1 288 1 1 1152 142.795691 RESHAPE 1 1 ffn_moe_probs-5 - +tensor ffn_moe_probs_biased-5 0 f32 288 1 1 1 1152 142.795691 ADD 1 0 ffn_moe_probs-5 blk.5.exp_probs_b.bias +tensor ffn_moe_probs_biased-5 (sort) 0 i32 288 1 1 1 1152 41328.000000 ARGSORT 1 0 ffn_moe_probs_biased-5 - +int ffn_moe_probs_biased-5 (sort) 0 tensor i32 i32 flat 288 1152 41328 287 ffn_moe_probs_biased-5_(sort).0.i32 +tensor ffn_moe_topk-5 0 i32 8 1 1 1 32 1446.000000 VIEW 1 1 ffn_moe_probs_biased-5 (sort) - +int ffn_moe_topk-5 0 tensor i32 i32 flat 8 32 1446 284 ffn_moe_topk-5.0.i32 +int ffn_moe_topk-5 0 tensor i32 i32 logical 8 32 1446 284 ffn_moe_topk-5.0.logical.i32 +tensor ffn_moe_weights-5 0 f32 1 8 1 1 32 7.152403 GET_ROWS 1 0 ffn_moe_probs-5 (reshaped) ffn_moe_topk-5 +tensor ffn_moe_weights-5 (reshaped) 0 f32 8 1 1 1 32 7.152403 RESHAPE 1 1 ffn_moe_weights-5 - +tensor ffn_moe_weights_sum-5 0 f32 1 1 1 1 4 7.152402 SUM_ROWS 1 0 ffn_moe_weights-5 (reshaped) - +tensor ffn_moe_weights_norm-5 0 f32 8 1 1 1 32 1.000000 DIV 1 0 ffn_moe_weights-5 (reshaped) ffn_moe_weights_sum-5 +tensor ffn_moe_weights_norm-5 (reshaped) 0 f32 1 8 1 1 32 1.000000 RESHAPE 1 1 ffn_moe_weights_norm-5 - +tensor ffn_moe_weights_scaled-5 0 f32 1 8 1 1 32 2.500000 SCALE 1 0 ffn_moe_weights_norm-5 (reshaped) - +tensor ffn_norm-5 (reshaped) 0 f32 4096 1 1 1 16384 -88.488274 RESHAPE 1 1 ffn_norm-5 - +tensor ffn_moe_gate_par-5 0 f32 512 8 1 1 16384 -6.044981 MOE_FUSED_UP_GATE 1 0 blk.5.ffn_up_exps.weight blk.5.ffn_gate_exps.weight +tensor ffn_moe_down-5 0 f32 4096 8 1 1 131072 21.257887 MUL_MAT_ID 1 0 blk.5.ffn_down_exps.weight ffn_moe_gate_par-5 +tensor ffn_moe_out-5 0 f32 4096 1 1 1 16384 8.399357 MUL_MULTI_ADD 1 0 ffn_moe_down-5 ffn_moe_weights_scaled-5 +tensor ffn_up_gate-5 0 f32 2048 1 1 1 8192 29.315423 FUSED_UP_GATE 1 0 blk.5.ffn_up_shexp.weight blk.5.ffn_gate_shexp.weight +tensor ffn_shexp-5 0 f32 4096 1 1 1 16384 47.701706 MUL_MAT 1 0 blk.5.ffn_down_shexp.weight ffn_up_gate-5 +tensor ffn_out-5 0 f32 4096 1 1 1 16384 56.101063 ADD 1 0 ffn_moe_out-5 ffn_shexp-5 +tensor (view) 34 f32 4 1 1 1 16 3.715405 VIEW 1 1 node_580 - +tensor (view) 35 f32 4 4 1 1 64 3.999996 VIEW 1 1 node_580 - +tensor l_out-5 0 f32 4096 4 1 1 65536 -516.736962 HC_POST 1 0 ffn_out-5 (view) +tensor l_out-5 (reshaped) 0 f32 16384 1 1 1 65536 -516.736962 RESHAPE 1 1 l_out-5 - +input inp_out_ids 0 i32 1 1 1 1 4 0.000000 NONE 1 0 - - +int inp_out_ids 0 input i32 i32 flat 1 4 0 0 inp_out_ids.0.input.i32 +tensor node_608 0 f32 16384 1 1 1 65536 -516.736962 GET_ROWS 1 0 l_out-5 (reshaped) inp_out_ids +tensor (view) 36 f32 4096 1 1 1 16384 -135.661454 VIEW 1 1 node_608 - +tensor (view) 37 f32 4096 1 1 1 16384 -134.647898 VIEW 1 1 node_608 - +tensor node_611 0 f32 4096 1 1 1 16384 -270.309354 ADD 1 0 (view) (view) +tensor (view) 38 f32 4096 1 1 1 16384 -121.308087 VIEW 1 1 node_608 - +tensor node_613 0 f32 4096 1 1 1 16384 -391.617445 ADD 1 0 node_611 (view) +tensor (view) 39 f32 4096 1 1 1 16384 -125.119523 VIEW 1 1 node_608 - +tensor node_615 0 f32 4096 1 1 1 16384 -516.736965 ADD 1 0 node_613 (view) +tensor hc_collapse 0 f32 4096 1 1 1 16384 -129.184241 SCALE 1 0 node_615 - +tensor result_embd_pooled 0 f32 4096 1 1 1 16384 -59.947622 FUSED_RMS_NORM 1 0 hc_collapse output_norm.weight +tensor result_output 0 f32 154880 1 1 1 619520 657.020363 MUL_MAT 1 0 output.weight result_embd_pooled +# complete 1003 0 diff --git a/fx_ref_glm5next_d16kdsa/Qcur-3.0.f32 b/fx_ref_glm5next_d16kdsa/Qcur-3.0.f32 new file mode 100644 index 0000000000000000000000000000000000000000..8df3ce7932bc5b1e006e22ca70423d5a3f5d9a6f --- /dev/null +++ b/fx_ref_glm5next_d16kdsa/Qcur-3.0.f32 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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