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0000000000000000000000000000000000000000..42d686aa678ce786e0a7a37c624594ec82aa7d38 --- /dev/null +++ b/fx_ref_qwen4exp_d3k/MANIFEST.tsv @@ -0,0 +1,737 @@ +# dump_ref — ik_llama.cpp intermediate tensors, raw f32, little-endian +# model /models/fixtures/qwen38/qwen38-fixture-00001-of-00001.gguf +# fixture bloomery.fixture.card_budget=9489612800 bloomery.fixture.seed=1 bloomery.fixture.source_header_sha256=0d04b0e43f8b54ce2b32c07614d4245bceed1e64463956a1a0e4f6a71637f27d bloomery.fixture.source_layers=2,3,1,47 bloomery.fixture.version=1 +# build db517b69 +# arch qwen4exp +# model_file qwen38-fixture-00001-of-00001.gguf +# tokens 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+# flags -m /models/fixtures/qwen38/qwen38-fixture-00001-of-00001.gguf --expect-arch qwen4exp --tokens-file /root/bloomery-data/qwen4exp/corpus-prose.ids --tokens-count 3001 -ngl 0 -c 4096 -t 32 --decode-step --prefill-routes ffn_moe_topk,ffn_moe_weights,ffn_moe_weights_norm +# tokens_file /root/bloomery-data/qwen4exp/corpus-prose.ids +# tokens_file_sha256 dca5f89b2903f9ffd2f4e20eec18a9fdf3561bcb531a721a114e4fab68e925be +# tokens_count 3001 +# prefill 3000 +# decode_pos 3000 +# prefill_schedule fused except at the routing nodes — only ffn_moe_topk-, ffn_moe_weights-, ffn_moe_weights_norm- 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_norm- 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-0 0 i32 10 512 1 1 20480 1308160.000000 VIEW 0 1 ffn_moe_probs-0 (sort) - +int prefill.ffn_moe_topk-0 0 tensor i32 i32 flat 5120 20480 1308160 511 prefill.ffn_moe_topk-0.0.i32 +int prefill.ffn_moe_topk-0 0 tensor i32 i32 logical 5120 20480 1308253 511 prefill.ffn_moe_topk-0.0.logical.i32 +tensor prefill.ffn_moe_weights-0 0 f32 1 10 512 1 20480 29.900786 GET_ROWS 1 0 ffn_moe_probs-0 (reshaped) ffn_moe_topk-0 +tensor prefill.ffn_moe_weights_norm-0 0 f32 10 512 1 1 20480 511.999999 DIV 1 0 ffn_moe_weights-0 (reshaped) ffn_moe_weights_sum-0 +tensor prefill.ffn_moe_topk-1 0 i32 10 512 1 1 20480 1308160.000000 VIEW 0 1 ffn_moe_probs-1 (sort) - +int prefill.ffn_moe_topk-1 0 tensor i32 i32 flat 5120 20480 1308160 511 prefill.ffn_moe_topk-1.0.i32 +int prefill.ffn_moe_topk-1 0 tensor i32 i32 logical 5120 20480 1309793 511 prefill.ffn_moe_topk-1.0.logical.i32 +tensor prefill.ffn_moe_weights-1 0 f32 1 10 512 1 20480 29.748625 GET_ROWS 1 0 ffn_moe_probs-1 (reshaped) ffn_moe_topk-1 +tensor prefill.ffn_moe_weights_norm-1 0 f32 10 512 1 1 20480 512.000000 DIV 1 0 ffn_moe_weights-1 (reshaped) ffn_moe_weights_sum-1 +tensor prefill.ffn_moe_topk-2 0 i32 10 512 1 1 20480 1308160.000000 VIEW 0 1 ffn_moe_probs-2 (sort) - +int prefill.ffn_moe_topk-2 0 tensor i32 i32 flat 5120 20480 1308160 511 prefill.ffn_moe_topk-2.0.i32 +int prefill.ffn_moe_topk-2 0 tensor i32 i32 logical 5120 20480 1356723 511 prefill.ffn_moe_topk-2.0.logical.i32 +tensor prefill.ffn_moe_weights-2 0 f32 1 10 512 1 20480 24.227770 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_norm-2 0 f32 10 512 1 1 20480 512.000000 DIV 1 0 ffn_moe_weights-2 (reshaped) ffn_moe_weights_sum-2 +tensor prefill.ffn_moe_topk-3 0 i32 10 512 1 1 20480 1308160.000000 VIEW 0 1 ffn_moe_probs-3 (sort) - +int prefill.ffn_moe_topk-3 0 tensor i32 i32 flat 5120 20480 1308160 511 prefill.ffn_moe_topk-3.0.i32 +int prefill.ffn_moe_topk-3 0 tensor i32 i32 logical 5120 20480 1313398 511 prefill.ffn_moe_topk-3.0.logical.i32 +tensor prefill.ffn_moe_weights-3 0 f32 1 10 512 1 20480 24.278623 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_norm-3 0 f32 10 512 1 1 20480 512.000000 DIV 1 0 ffn_moe_weights-3 (reshaped) ffn_moe_weights_sum-3 +tensor prefill.ffn_moe_topk-0 1 i32 10 512 1 1 20480 1308160.000000 VIEW 0 1 ffn_moe_probs-0 (sort) - +int prefill.ffn_moe_topk-0 1 tensor i32 i32 flat 5120 20480 1308160 511 prefill.ffn_moe_topk-0.1.i32 +int prefill.ffn_moe_topk-0 1 tensor i32 i32 logical 5120 20480 1290080 511 prefill.ffn_moe_topk-0.1.logical.i32 +tensor prefill.ffn_moe_weights-0 1 f32 1 10 512 1 20480 29.946896 GET_ROWS 1 0 ffn_moe_probs-0 (reshaped) ffn_moe_topk-0 +tensor prefill.ffn_moe_weights_norm-0 1 f32 10 512 1 1 20480 511.999999 DIV 1 0 ffn_moe_weights-0 (reshaped) ffn_moe_weights_sum-0 +tensor prefill.ffn_moe_topk-1 1 i32 10 512 1 1 20480 1308160.000000 VIEW 0 1 ffn_moe_probs-1 (sort) - +int prefill.ffn_moe_topk-1 1 tensor i32 i32 flat 5120 20480 1308160 511 prefill.ffn_moe_topk-1.1.i32 +int prefill.ffn_moe_topk-1 1 tensor i32 i32 logical 5120 20480 1310651 511 prefill.ffn_moe_topk-1.1.logical.i32 +tensor prefill.ffn_moe_weights-1 1 f32 1 10 512 1 20480 29.966418 GET_ROWS 1 0 ffn_moe_probs-1 (reshaped) ffn_moe_topk-1 +tensor prefill.ffn_moe_weights_norm-1 1 f32 10 512 1 1 20480 511.999999 DIV 1 0 ffn_moe_weights-1 (reshaped) ffn_moe_weights_sum-1 +tensor prefill.ffn_moe_topk-2 1 i32 10 512 1 1 20480 1308160.000000 VIEW 0 1 ffn_moe_probs-2 (sort) - +int prefill.ffn_moe_topk-2 1 tensor i32 i32 flat 5120 20480 1308160 511 prefill.ffn_moe_topk-2.1.i32 +int prefill.ffn_moe_topk-2 1 tensor i32 i32 logical 5120 20480 1347454 510 prefill.ffn_moe_topk-2.1.logical.i32 +tensor prefill.ffn_moe_weights-2 1 f32 1 10 512 1 20480 24.077371 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_norm-2 1 f32 10 512 1 1 20480 512.000001 DIV 1 0 ffn_moe_weights-2 (reshaped) ffn_moe_weights_sum-2 +tensor prefill.ffn_moe_topk-3 1 i32 10 512 1 1 20480 1308160.000000 VIEW 0 1 ffn_moe_probs-3 (sort) - +int prefill.ffn_moe_topk-3 1 tensor i32 i32 flat 5120 20480 1308160 511 prefill.ffn_moe_topk-3.1.i32 +int prefill.ffn_moe_topk-3 1 tensor i32 i32 logical 5120 20480 1349838 511 prefill.ffn_moe_topk-3.1.logical.i32 +tensor prefill.ffn_moe_weights-3 1 f32 1 10 512 1 20480 24.032260 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_norm-3 1 f32 10 512 1 1 20480 512.000001 DIV 1 0 ffn_moe_weights-3 (reshaped) ffn_moe_weights_sum-3 +tensor prefill.ffn_moe_topk-0 2 i32 10 512 1 1 20480 1308160.000000 VIEW 0 1 ffn_moe_probs-0 (sort) - +int prefill.ffn_moe_topk-0 2 tensor i32 i32 flat 5120 20480 1308160 511 prefill.ffn_moe_topk-0.2.i32 +int prefill.ffn_moe_topk-0 2 tensor i32 i32 logical 5120 20480 1308964 511 prefill.ffn_moe_topk-0.2.logical.i32 +tensor prefill.ffn_moe_weights-0 2 f32 1 10 512 1 20480 29.620562 GET_ROWS 1 0 ffn_moe_probs-0 (reshaped) ffn_moe_topk-0 +tensor prefill.ffn_moe_weights_norm-0 2 f32 10 512 1 1 20480 512.000001 DIV 1 0 ffn_moe_weights-0 (reshaped) ffn_moe_weights_sum-0 +tensor prefill.ffn_moe_topk-1 2 i32 10 512 1 1 20480 1308160.000000 VIEW 0 1 ffn_moe_probs-1 (sort) - +int prefill.ffn_moe_topk-1 2 tensor i32 i32 flat 5120 20480 1308160 511 prefill.ffn_moe_topk-1.2.i32 +int prefill.ffn_moe_topk-1 2 tensor i32 i32 logical 5120 20480 1308050 511 prefill.ffn_moe_topk-1.2.logical.i32 +tensor prefill.ffn_moe_weights-1 2 f32 1 10 512 1 20480 29.717083 GET_ROWS 1 0 ffn_moe_probs-1 (reshaped) ffn_moe_topk-1 +tensor prefill.ffn_moe_weights_norm-1 2 f32 10 512 1 1 20480 512.000000 DIV 1 0 ffn_moe_weights-1 (reshaped) ffn_moe_weights_sum-1 +tensor prefill.ffn_moe_topk-2 2 i32 10 512 1 1 20480 1308160.000000 VIEW 0 1 ffn_moe_probs-2 (sort) - +int prefill.ffn_moe_topk-2 2 tensor i32 i32 flat 5120 20480 1308160 511 prefill.ffn_moe_topk-2.2.i32 +int prefill.ffn_moe_topk-2 2 tensor i32 i32 logical 5120 20480 1363823 511 prefill.ffn_moe_topk-2.2.logical.i32 +tensor prefill.ffn_moe_weights-2 2 f32 1 10 512 1 20480 23.971693 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_norm-2 2 f32 10 512 1 1 20480 512.000000 DIV 1 0 ffn_moe_weights-2 (reshaped) ffn_moe_weights_sum-2 +tensor prefill.ffn_moe_topk-3 2 i32 10 512 1 1 20480 1308160.000000 VIEW 0 1 ffn_moe_probs-3 (sort) - +int prefill.ffn_moe_topk-3 2 tensor i32 i32 flat 5120 20480 1308160 511 prefill.ffn_moe_topk-3.2.i32 +int prefill.ffn_moe_topk-3 2 tensor i32 i32 logical 5120 20480 1330303 511 prefill.ffn_moe_topk-3.2.logical.i32 +tensor prefill.ffn_moe_weights-3 2 f32 1 10 512 1 20480 24.053427 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_norm-3 2 f32 10 512 1 1 20480 512.000002 DIV 1 0 ffn_moe_weights-3 (reshaped) ffn_moe_weights_sum-3 +tensor prefill.ffn_moe_topk-0 3 i32 10 512 1 1 20480 1308160.000000 VIEW 0 1 ffn_moe_probs-0 (sort) - +int prefill.ffn_moe_topk-0 3 tensor i32 i32 flat 5120 20480 1308160 511 prefill.ffn_moe_topk-0.3.i32 +int prefill.ffn_moe_topk-0 3 tensor i32 i32 logical 5120 20480 1302434 511 prefill.ffn_moe_topk-0.3.logical.i32 +tensor prefill.ffn_moe_weights-0 3 f32 1 10 512 1 20480 29.995511 GET_ROWS 1 0 ffn_moe_probs-0 (reshaped) ffn_moe_topk-0 +tensor prefill.ffn_moe_weights_norm-0 3 f32 10 512 1 1 20480 512.000001 DIV 1 0 ffn_moe_weights-0 (reshaped) ffn_moe_weights_sum-0 +tensor prefill.ffn_moe_topk-1 3 i32 10 512 1 1 20480 1308160.000000 VIEW 0 1 ffn_moe_probs-1 (sort) - +int prefill.ffn_moe_topk-1 3 tensor i32 i32 flat 5120 20480 1308160 511 prefill.ffn_moe_topk-1.3.i32 +int prefill.ffn_moe_topk-1 3 tensor i32 i32 logical 5120 20480 1324059 511 prefill.ffn_moe_topk-1.3.logical.i32 +tensor prefill.ffn_moe_weights-1 3 f32 1 10 512 1 20480 29.846629 GET_ROWS 1 0 ffn_moe_probs-1 (reshaped) ffn_moe_topk-1 +tensor prefill.ffn_moe_weights_norm-1 3 f32 10 512 1 1 20480 511.999999 DIV 1 0 ffn_moe_weights-1 (reshaped) ffn_moe_weights_sum-1 +tensor prefill.ffn_moe_topk-2 3 i32 10 512 1 1 20480 1308160.000000 VIEW 0 1 ffn_moe_probs-2 (sort) - +int prefill.ffn_moe_topk-2 3 tensor i32 i32 flat 5120 20480 1308160 511 prefill.ffn_moe_topk-2.3.i32 +int prefill.ffn_moe_topk-2 3 tensor i32 i32 logical 5120 20480 1363705 511 prefill.ffn_moe_topk-2.3.logical.i32 +tensor prefill.ffn_moe_weights-2 3 f32 1 10 512 1 20480 24.083207 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_norm-2 3 f32 10 512 1 1 20480 511.999999 DIV 1 0 ffn_moe_weights-2 (reshaped) ffn_moe_weights_sum-2 +tensor prefill.ffn_moe_topk-3 3 i32 10 512 1 1 20480 1308160.000000 VIEW 0 1 ffn_moe_probs-3 (sort) - +int prefill.ffn_moe_topk-3 3 tensor i32 i32 flat 5120 20480 1308160 511 prefill.ffn_moe_topk-3.3.i32 +int prefill.ffn_moe_topk-3 3 tensor i32 i32 logical 5120 20480 1322278 511 prefill.ffn_moe_topk-3.3.logical.i32 +tensor prefill.ffn_moe_weights-3 3 f32 1 10 512 1 20480 24.087961 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_norm-3 3 f32 10 512 1 1 20480 511.999999 DIV 1 0 ffn_moe_weights-3 (reshaped) ffn_moe_weights_sum-3 +tensor prefill.ffn_moe_topk-0 4 i32 10 512 1 1 20480 1308160.000000 VIEW 0 1 ffn_moe_probs-0 (sort) - +int prefill.ffn_moe_topk-0 4 tensor i32 i32 flat 5120 20480 1308160 511 prefill.ffn_moe_topk-0.4.i32 +int prefill.ffn_moe_topk-0 4 tensor i32 i32 logical 5120 20480 1337244 511 prefill.ffn_moe_topk-0.4.logical.i32 +tensor prefill.ffn_moe_weights-0 4 f32 1 10 512 1 20480 29.924502 GET_ROWS 1 0 ffn_moe_probs-0 (reshaped) ffn_moe_topk-0 +tensor prefill.ffn_moe_weights_norm-0 4 f32 10 512 1 1 20480 512.000000 DIV 1 0 ffn_moe_weights-0 (reshaped) ffn_moe_weights_sum-0 +tensor prefill.ffn_moe_topk-1 4 i32 10 512 1 1 20480 1308160.000000 VIEW 0 1 ffn_moe_probs-1 (sort) - +int prefill.ffn_moe_topk-1 4 tensor i32 i32 flat 5120 20480 1308160 511 prefill.ffn_moe_topk-1.4.i32 +int prefill.ffn_moe_topk-1 4 tensor i32 i32 logical 5120 20480 1297440 511 prefill.ffn_moe_topk-1.4.logical.i32 +tensor prefill.ffn_moe_weights-1 4 f32 1 10 512 1 20480 30.040824 GET_ROWS 1 0 ffn_moe_probs-1 (reshaped) ffn_moe_topk-1 +tensor prefill.ffn_moe_weights_norm-1 4 f32 10 512 1 1 20480 511.999997 DIV 1 0 ffn_moe_weights-1 (reshaped) ffn_moe_weights_sum-1 +tensor prefill.ffn_moe_topk-2 4 i32 10 512 1 1 20480 1308160.000000 VIEW 0 1 ffn_moe_probs-2 (sort) - +int prefill.ffn_moe_topk-2 4 tensor i32 i32 flat 5120 20480 1308160 511 prefill.ffn_moe_topk-2.4.i32 +int prefill.ffn_moe_topk-2 4 tensor i32 i32 logical 5120 20480 1358816 511 prefill.ffn_moe_topk-2.4.logical.i32 +tensor prefill.ffn_moe_weights-2 4 f32 1 10 512 1 20480 23.961967 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_norm-2 4 f32 10 512 1 1 20480 511.999999 DIV 1 0 ffn_moe_weights-2 (reshaped) ffn_moe_weights_sum-2 +tensor prefill.ffn_moe_topk-3 4 i32 10 512 1 1 20480 1308160.000000 VIEW 0 1 ffn_moe_probs-3 (sort) - +int prefill.ffn_moe_topk-3 4 tensor i32 i32 flat 5120 20480 1308160 511 prefill.ffn_moe_topk-3.4.i32 +int prefill.ffn_moe_topk-3 4 tensor i32 i32 logical 5120 20480 1334951 511 prefill.ffn_moe_topk-3.4.logical.i32 +tensor prefill.ffn_moe_weights-3 4 f32 1 10 512 1 20480 23.987643 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_norm-3 4 f32 10 512 1 1 20480 512.000000 DIV 1 0 ffn_moe_weights-3 (reshaped) ffn_moe_weights_sum-3 +tensor prefill.ffn_moe_topk-0 5 i32 10 440 1 1 17600 1093250.000000 VIEW 0 1 ffn_moe_probs-0 (sort) - +int prefill.ffn_moe_topk-0 5 tensor i32 i32 flat 4400 17600 1093250 511 prefill.ffn_moe_topk-0.5.i32 +int prefill.ffn_moe_topk-0 5 tensor i32 i32 logical 4400 17600 1113179 511 prefill.ffn_moe_topk-0.5.logical.i32 +tensor prefill.ffn_moe_weights-0 5 f32 1 10 440 1 17600 25.780808 GET_ROWS 1 0 ffn_moe_probs-0 (reshaped) ffn_moe_topk-0 +tensor prefill.ffn_moe_weights_norm-0 5 f32 10 440 1 1 17600 440.000001 DIV 1 0 ffn_moe_weights-0 (reshaped) ffn_moe_weights_sum-0 +tensor prefill.ffn_moe_topk-1 5 i32 10 440 1 1 17600 1092958.000000 VIEW 0 1 ffn_moe_probs-1 (sort) - +int prefill.ffn_moe_topk-1 5 tensor i32 i32 flat 4400 17600 1092958 511 prefill.ffn_moe_topk-1.5.i32 +int prefill.ffn_moe_topk-1 5 tensor i32 i32 logical 4400 17600 1123037 511 prefill.ffn_moe_topk-1.5.logical.i32 +tensor prefill.ffn_moe_weights-1 5 f32 1 10 440 1 17600 25.485496 GET_ROWS 1 0 ffn_moe_probs-1 (reshaped) ffn_moe_topk-1 +tensor prefill.ffn_moe_weights_norm-1 5 f32 10 440 1 1 17600 439.999999 DIV 1 0 ffn_moe_weights-1 (reshaped) ffn_moe_weights_sum-1 +tensor prefill.ffn_moe_topk-2 5 i32 10 440 1 1 17600 1093656.000000 VIEW 0 1 ffn_moe_probs-2 (sort) - +int prefill.ffn_moe_topk-2 5 tensor i32 i32 flat 4400 17600 1093656 511 prefill.ffn_moe_topk-2.5.i32 +int prefill.ffn_moe_topk-2 5 tensor i32 i32 logical 4400 17600 1148381 511 prefill.ffn_moe_topk-2.5.logical.i32 +tensor prefill.ffn_moe_weights-2 5 f32 1 10 440 1 17600 20.739025 GET_ROWS 1 0 ffn_moe_probs-2 (reshaped) ffn_moe_topk-2 +tensor prefill.ffn_moe_weights_norm-2 5 f32 10 440 1 1 17600 440.000000 DIV 1 0 ffn_moe_weights-2 (reshaped) ffn_moe_weights_sum-2 +tensor prefill.ffn_moe_topk-3 5 i32 10 440 1 1 17600 1093495.000000 VIEW 0 1 ffn_moe_probs-3 (sort) - +int prefill.ffn_moe_topk-3 5 tensor i32 i32 flat 4400 17600 1093495 511 prefill.ffn_moe_topk-3.5.i32 +int prefill.ffn_moe_topk-3 5 tensor i32 i32 logical 4400 17600 1143279 511 prefill.ffn_moe_topk-3.5.logical.i32 +tensor prefill.ffn_moe_weights-3 5 f32 1 10 440 1 17600 20.587958 GET_ROWS 1 0 ffn_moe_probs-3 (reshaped) ffn_moe_topk-3 +tensor prefill.ffn_moe_weights_norm-3 5 f32 10 440 1 1 17600 440.000001 DIV 1 0 ffn_moe_weights-3 (reshaped) ffn_moe_weights_sum-3 +input inp_tokens 0 i32 1 1 1 1 4 413.000000 NONE 1 0 - - +int inp_tokens 0 input i32 i32 flat 1 4 413 413 inp_tokens.0.input.i32 +tensor inp_embd 0 f32 2560 1 1 1 10240 1.215852 GET_ROWS 1 0 token_embd.weight inp_tokens +tensor inp_embd (reshaped) 0 f32 2560 1 1 1 10240 1.215852 RESHAPE 1 1 inp_embd - +tensor hc_residual 0 f32 2560 4 1 1 40960 4.863409 REPEAT 1 0 inp_embd (reshaped) - +tensor node_3 0 f32 2560 4 1 1 40960 244.756113 RMS_NORM 1 0 hc_residual - +tensor (reshaped) 0 f32 10240 1 1 1 40960 244.756113 RESHAPE 1 1 node_3 - +tensor hc_norm-0 0 f32 10240 1 1 1 40960 244.756113 MUL 1 0 (reshaped) blk.0.hc_attn_norm.weight +tensor mix_down-0 0 f32 320 1 1 1 1280 14.391300 MUL_MAT 1 0 blk.0.hc_attn_down.weight hc_norm-0 +tensor mix_down_scaled-0 0 f32 320 1 1 1 1280 3.597825 SCALE 1 0 mix_down-0 - +tensor mix_down_silu-0 0 f32 320 1 1 1 1280 6.977604 SILU 1 0 mix_down_scaled-0 - +tensor mix_up-0 0 f32 10240 1 1 1 40960 9.242478 MUL_MAT 1 0 blk.0.hc_attn_up.weight mix_down_silu-0 +tensor mix_gated-0 0 f32 10240 1 1 1 40960 124.320491 FUSED_MUL_UNARY 1 0 mix_up-0 hc_norm-0 +tensor mix_gated-0 (reshaped) 0 f32 2560 4 1 1 40960 124.320491 RESHAPE 1 1 mix_gated-0 - +tensor mix_gated-0 (reshaped) (view) 0 f32 2560 1 1 1 10240 30.405561 VIEW 1 1 mix_gated-0 (reshaped) - +tensor node_13 0 f32 2560 1 1 1 10240 124.320494 MULTI_ADD 1 0 mix_gated-0 (reshaped) (view) - +tensor hc_mixed-0 0 f32 2560 1 1 1 10240 31.080123 SCALE 1 0 node_13 - +tensor qkv_mixed-0 0 f32 10240 1 1 1 40960 -53.337007 MUL_MAT 1 0 blk.0.attn_qkv.weight hc_mixed-0 +tensor z-0 0 f32 6144 1 1 1 24576 -41.606339 MUL_MAT 1 0 blk.0.attn_gate.weight hc_mixed-0 +tensor beta-0 0 f32 48 1 1 1 192 -5.808323 MUL_MAT 1 0 blk.0.ssm_beta.weight hc_mixed-0 +tensor beta_in-0 0 f32 48 1 1 1 192 -5.808323 RESHAPE 1 1 beta-0 - +tensor alpha-0 0 f32 48 1 1 1 192 -0.173428 MUL_MAT 1 0 blk.0.ssm_alpha.weight hc_mixed-0 +tensor alpha-0 1 f32 48 1 1 1 192 -0.173428 RESHAPE 1 1 alpha-0 - +input cache_s_l0 0 f32 817152 1 1 1 3268608 887.921640 NONE 1 0 - - +tensor cache_s_l0 (view) 0 f32 817152 1 1 1 3268608 887.921640 VIEW 1 1 cache_s_l0 - +tensor cache_s_l0 (view) (view) 0 f32 817152 1 1 1 3268608 887.921640 VIEW 1 1 cache_s_l0 (view) - +tensor cache_s_l0 (view) (view) (view) 0 f32 786432 1 1 1 3145728 835.472959 VIEW 1 1 cache_s_l0 (view) (view) - +tensor state_in-0 0 f32 128 128 48 1 3145728 835.472959 RESHAPE 1 1 cache_s_l0 (view) (view) (view) - +tensor cache_s_l0 (view) (view) (view) 1 f32 30720 1 1 1 122880 52.448680 VIEW 1 1 cache_s_l0 (view) (view) - +tensor conv_states-0 0 f32 3 10240 1 1 122880 52.448680 RESHAPE 1 1 cache_s_l0 (view) (view) (view) - +tensor linear_attn_qkv_mixed-0 0 f32 10240 1 1 1 40960 -53.337007 RESHAPE 1 1 qkv_mixed-0 - +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 51200 1 1 1 204800 8.762712 SSM_CONV 1 0 conv_states-0 linear_attn_qkv_mixed-0 +tensor conv_output_raw-0 (view) 0 f32 10240 1 1 1 40960 9.651038 VIEW 1 1 conv_output_raw-0 - +tensor conv_output_silu-0 0 f32 10240 1 1 1 40960 606.090127 SILU 1 0 conv_output_raw-0 (view) - +tensor q_conv-0 0 f32 128 16 1 1 8192 123.371315 VIEW 1 1 conv_output_silu-0 - +tensor node_32 0 f32 128 16 1 1 8192 39.463105 L2_NORM 1 0 q_conv-0 - +tensor q_fused-0 0 f32 128 1 16 1 8192 39.463105 PERMUTE 1 1 node_32 - +tensor k_conv-0 0 f32 128 16 1 1 8192 114.695360 VIEW 1 1 conv_output_silu-0 - +tensor node_35 0 f32 128 16 1 1 8192 36.839239 L2_NORM 1 0 k_conv-0 - +tensor k_fused-0 0 f32 128 1 16 1 8192 36.839239 PERMUTE 1 1 node_35 - +tensor v_in-0 0 f32 128 48 1 1 24576 368.023452 VIEW 1 1 conv_output_silu-0 - +tensor v_fused-0 0 f32 128 1 48 1 24576 368.023452 PERMUTE 1 1 v_in-0 - +tensor alpha_biased-0 0 f32 48 1 1 1 192 -0.173428 ADD 1 0 alpha-0 blk.0.ssm_dt.bias +tensor a_softplus-0 0 f32 48 1 1 1 192 34.952430 SOFTPLUS 1 0 alpha_biased-0 - +tensor g_in-0 0 f32 48 1 1 1 192 -34.952430 MUL 1 0 a_softplus-0 blk.0.ssm_a +tensor g_fused-0 0 f32 1 1 48 1 192 -34.952430 PERMUTE 1 1 g_in-0 - +tensor beta_fused-0 0 f32 1 1 48 1 192 -5.808323 PERMUTE 1 1 beta_in-0 - +tensor state_fused-0 0 f32 128 6144 1 1 3145728 835.472959 RESHAPE 1 1 state_in-0 - +tensor delta_net_fused_raw-0 0 f32 792576 1 1 1 3170304 810.632217 DELTA_NET 1 0 q_fused-0 k_fused-0 +tensor delta_net_fused_raw-0 (view) 0 f32 786432 1 1 1 3145728 809.649471 VIEW 1 1 delta_net_fused_raw-0 - +tensor new_state-0 0 f32 128 128 48 1 3145728 809.649471 RESHAPE 1 1 delta_net_fused_raw-0 (view) - +tensor new_state-0 (reshaped) 0 f32 786432 1 1 1 3145728 809.649471 RESHAPE 1 1 new_state-0 - +tensor cache_s_l0 (view) (view) (view) 2 f32 786432 1 1 1 3145728 835.472959 VIEW 1 1 cache_s_l0 (view) (view) - +tensor ssm_state_cpy-0 0 f32 786432 1 1 1 3145728 809.649471 CPY 1 1 new_state-0 (reshaped) cache_s_l0 (view) (view) (view) +tensor conv_output_raw-0 (view) 1 f32 3 10240 1 1 122880 9.719866 VIEW 0 1 conv_output_raw-0 - +tensor new_conv_states_cont-0 0 f32 3 10240 1 1 122880 -62.718926 CONT 1 0 conv_output_raw-0 (view) - +tensor new_conv_states_cont-0 (reshaped) 0 f32 30720 1 1 1 122880 -62.718926 RESHAPE 1 1 new_conv_states_cont-0 - +tensor cache_s_l0 (view) (view) (view) 3 f32 30720 1 1 1 122880 52.448680 VIEW 1 1 cache_s_l0 (view) (view) - +tensor conv_state_cpy-0 0 f32 30720 1 1 1 122880 -62.718926 CPY 1 1 new_conv_states_cont-0 (reshaped) cache_s_l0 (view) (view) (view) +tensor attn_output-0 0 f32 128 48 1 1 24576 0.982746 VIEW 1 1 delta_net_fused_raw-0 - +tensor attn_output-0 (reshaped) 0 f32 128 48 1 1 24576 0.982746 RESHAPE 1 1 attn_output-0 - +tensor attn_rms_norm-0 0 f32 128 48 1 1 24576 682.415872 FUSED_RMS_NORM 1 0 attn_output-0 (reshaped) blk.0.ssm_norm.weight +tensor z-0 (reshaped) 0 f32 128 48 1 1 24576 -41.606339 RESHAPE 1 1 z-0 - +tensor node_60 0 f32 128 48 1 1 24576 3061.368107 SIGMOID 1 0 z-0 (reshaped) - +tensor attn_out_norm-0 0 f32 128 48 1 1 24576 334.462052 MUL 1 0 attn_rms_norm-0 node_60 +tensor final_output-0 0 f32 6144 1 1 1 24576 334.462052 RESHAPE 1 1 attn_out_norm-0 - +tensor linear_attn_out-0 0 f32 2560 1 1 1 10240 11.447457 MUL_MAT 1 0 blk.0.ssm_out.weight final_output-0 +tensor ssm_output-0 0 f32 2560 1 1 1 10240 11.447457 RESHAPE 1 1 linear_attn_out-0 - 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MUL_MAT 1 0 blk.0.hc_ffn_down.weight hc_norm-0 +tensor mix_down_scaled-0 1 f32 320 1 1 1 1280 -8.435293 SCALE 1 0 mix_down-0 - +tensor mix_down_silu-0 1 f32 320 1 1 1 1280 0.724940 SILU 1 0 mix_down_scaled-0 - +tensor mix_up-0 1 f32 10240 1 1 1 40960 -9.583365 MUL_MAT 1 0 blk.0.hc_ffn_up.weight mix_down_silu-0 +tensor mix_gated-0 1 f32 10240 1 1 1 40960 75.473217 FUSED_MUL_UNARY 1 0 mix_up-0 hc_norm-0 +tensor mix_gated-0 (reshaped) 1 f32 2560 4 1 1 40960 75.473217 RESHAPE 1 1 mix_gated-0 - +tensor mix_gated-0 (reshaped) (view) 1 f32 2560 1 1 1 10240 19.217620 VIEW 1 1 mix_gated-0 (reshaped) - +tensor node_84 0 f32 2560 1 1 1 10240 75.473219 MULTI_ADD 1 0 mix_gated-0 (reshaped) (view) - +tensor hc_mixed-0 1 f32 2560 1 1 1 10240 18.868305 SCALE 1 0 node_84 - +tensor ffn_moe_logits-0 0 f32 512 1 1 1 2048 -9.763989 MUL_MAT 1 0 blk.0.ffn_gate_inp.weight hc_mixed-0 +tensor ffn_moe_probs-0 0 f32 512 1 1 1 2048 1.000000 SOFT_MAX 1 0 ffn_moe_logits-0 - +tensor ffn_moe_probs-0 (reshaped) 0 f32 1 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3095409.000000 INDEXER_TOPK 1 0 (reshaped) qsa_q-3 +int qsa_top_k-3 0 tensor i32 i32 flat 2051 8204 3095409 3000 qsa_top_k-3.0.i32 +tensor Qaux-3 0 f32 12288 1 1 1 49152 10.756602 MUL_MAT 1 0 blk.3.attn_q.weight hc_mixed-3 +tensor Kcur-3 0 f32 512 1 1 1 2048 -2.009244 MUL_MAT 1 0 blk.3.attn_k.weight hc_mixed-3 +tensor Vcur-3 0 f32 512 1 1 1 2048 -21.513094 MUL_MAT 1 0 blk.3.attn_v.weight hc_mixed-3 +tensor Qaux-3 (view) 0 f32 256 24 1 1 24576 6.552193 VIEW 0 1 Qaux-3 - +tensor Qcur_cont-3 0 f32 256 24 1 1 24576 30.087638 CONT 1 0 Qaux-3 (view) - +tensor Qcur_normed-3 0 f32 256 24 1 1 24576 83.154304 FUSED_RMS_NORM 1 0 Qcur_cont-3 blk.3.attn_q_norm.weight +tensor Kcur-3 (reshaped) 0 f32 256 2 1 1 2048 -2.009244 RESHAPE 1 1 Kcur-3 - +tensor Kcur_normed-3 0 f32 256 2 1 1 2048 -3.906364 FUSED_RMS_NORM 1 0 Kcur-3 (reshaped) blk.3.attn_k_norm.weight +tensor Qcur_roped-3 0 f32 256 24 1 1 24576 76.014780 ROPE 1 0 Qcur_normed-3 inp_pos +tensor Kcur_roped-3 0 f32 256 2 1 1 2048 -9.158969 ROPE 1 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