diff --git a/Makefile b/Makefile index 0debd9388..ac0fe72c9 100644 --- a/Makefile +++ b/Makefile @@ -290,6 +290,12 @@ test-fast-cuda: ## Run tests under the fast dev-iteration profile with CUDA (Lin $(CARGO) test --profile test-fast --features cuda $(FILTER) -- --test-threads=1 @echo "$(GREEN)All tests passed!$(RESET)" +.PHONY: test-fast-rocm +test-fast-rocm: ## Run tests under the fast dev-iteration profile with ROCm (Linux/AMD, experimental; set FILTER=) + @echo "$(CYAN)Running tests (test-fast profile, ROCm)...$(RESET)" + $(CARGO) test --profile test-fast --features rocm $(FILTER) -- --test-threads=1 + @echo "$(GREEN)All tests passed!$(RESET)" + .PHONY: check-fast check-fast: ## Check all targets under the fast dev-iteration profile (issue #809) @echo "$(CYAN)Checking code (test-fast profile)...$(RESET)" @@ -715,6 +721,11 @@ verify-test-cuda: ## CUDA gate: cargo test --workspace --profile test-fast --fea @echo "$(CYAN)[verify] test (workspace, test-fast profile, features=cuda, single threaded)...$(RESET)" $(CARGO) test --workspace --profile test-fast --features cuda --no-fail-fast -- --test-threads=1 +.PHONY: verify-test-rocm +verify-test-rocm: ## ROCm gate (experimental): cargo test --workspace --profile test-fast --features rocm --no-fail-fast -- --test-threads=1 (issue #1809) + @echo "$(CYAN)[verify] test (workspace, test-fast profile, features=rocm, single threaded)...$(RESET)" + $(CARGO) test --workspace --profile test-fast --features rocm --no-fail-fast -- --test-threads=1 + .PHONY: verify-versions verify-versions: ## Assert every version-tracking workspace crate carries the root `mlxcel` version @echo "$(CYAN)[verify] workspace crate versions...$(RESET)" diff --git a/benchmarks/logit_traces/metal_m1u_bec64748/METADATA.txt b/benchmarks/logit_traces/metal_m1u_bec64748/METADATA.txt new file mode 100644 index 000000000..843a05287 --- /dev/null +++ b/benchmarks/logit_traces/metal_m1u_bec64748/METADATA.txt @@ -0,0 +1,11 @@ +host: Apple M1 Ultra / 128 GiB +os: macOS 27.0 (26A428) +mlxcel_commit: bec64748a5a1ac8112cbaebded0252d4d04fbb24 +mlx_pin: 81ba1c6a0e50a9268b931579c2d4f1158b9aab5a +metallib_sha256: dca1bb428fd549cdc38060af471792a3901f5453c722cf8beacef45cec8e07d8 +logit_trace_sha256: c7d0b533215967645b1bccd0956f41a13027347359bfa7829c51dcce29176edd +corpus: tests/fixtures/wikitext2_excerpt.txt sha256 16721fc1057d69efc8493718fcad562de9e4554ce05369876cd06dcba431394e +args: w1='1 128 8 0' w8='8 80 8 512' w256='256 2 8 0' (CHUNK_TOKENS MAX_CHUNKS TOPK PREFILL) +env: MLXCEL_KEEP_BF16 unset (all four checkpoints are affine 4-bit, bf16 scales kept on both backends) +tags: 'default' = MLXCEL_FUSED_MOE unset (fused MoE ON for the MoE models); 'fused0' = MLXCEL_FUSED_MOE=0 (gather_qmm path) +metal path: M1 Ultra is Apple GPU gen 13, so no NAX path is taken diff --git a/benchmarks/logit_traces/metal_m1u_bec64748/README.md b/benchmarks/logit_traces/metal_m1u_bec64748/README.md new file mode 100644 index 000000000..d2a477bab --- /dev/null +++ b/benchmarks/logit_traces/metal_m1u_bec64748/README.md @@ -0,0 +1,33 @@ +# Metal baseline logit traces for lablup/mlxcel#1809 + +Teacher-forced logit traces from `examples/logit_trace` on an M1 Ultra (Apple GPU generation 13, so no NAX path), measured at mlxcel `bec64748` with the MLX pin `81ba1c6a`. They are the Metal reference for the cross-backend correctness matrix in lablup/mlxcel#1809; the ROCm traces are produced from the same commit, corpus, and arguments. `METADATA.txt` records the host, OS, pin, and the metallib, binary, and corpus hashes. `RUNS.txt` has the exit status and row count of every run, and `SHA256SUMS` covers every trace. + +## What was traced + +Four affine 4-bit checkpoints: `qwen3-0.6b-4bit`, `meta-llama-3.1-8b-instruct-4bit`, `qwen3-30b-a3b-4bit`, and `mixtral-8x7b-instruct-v0.1-4bit`. Each is traced over `tests/fixtures/wikitext2_excerpt.txt` at three shapes (`CHUNK_TOKENS MAX_CHUNKS TOPK PREFILL`): + +| Tag | Arguments | Positions | Shape it measures | +|---|---|---|---| +| `w1` | `1 128 8 0` | 128 | decode | +| `w8` | `8 80 8 512` | 640 | verify-sized forward behind 512 tokens of context | +| `w256` | `256 2 8 0` | 512 | prefill | + +`default` leaves `MLXCEL_FUSED_MOE` unset, so the two MoE checkpoints run the fused MoE kernel where it applies. `fused0` sets `MLXCEL_FUSED_MOE=0` and takes the `gather_qmm` path. Pick the variant that matches the path the ROCm build takes. Mixtral (top-k 2, 8 experts) sorts its expert indices only when `n_tokens * top_k >= 64` (`src/models/switch_layers.rs`), so its `w256` trace is the one that passes through the sorted `gather_qmm` path. + +The `default` traces of the two MoE checkpoints (six files) are not used by the gfx1151 matrix in `docs/benchmark_results/rocm-correctness-gfx1151-2026-09-12.md`, because the fused MoE kernel has no ROCm port and the ROCm side had to run `fused0`. They are kept for two uses: as the same-backend control that isolates a kernel swap from a hardware change, and as the reference to compare against once lablup/mlxcel#1803 gives ROCm a fused MoE kernel. + +Absolute local paths in the trace headers were rewritten to repository-relative ones. `scripts/compare_logit_traces.py` reads only the position count and the target token of each row, so the rewrite does not affect a comparison. + +## Comparing + +```bash +python3 scripts/compare_logit_traces.py \ + benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748___.tsv \ + +``` + +Gate on disagreement at decided positions (`--decided 2.0`, the default), as lablup/mlxcel#1809 specifies. Byte identity is not expected across backends. + +For scale, fused MoE against `gather_qmm` on this same host differs at one position out of 128 for `qwen3-30b-a3b` at `w1`, and that position is undecided. The other five MoE pairs agree at every position. A kernel swap within one backend moves almost nothing here, which is the context for reading a cross-backend disagreement. + +`logit_trace` does not prepend BOS to chunk 0 (lablup/mlxcel#1785). Both backends run the same code, so this does not bias a comparison, but it does shift absolute perplexity. diff --git a/benchmarks/logit_traces/metal_m1u_bec64748/RUNS.txt b/benchmarks/logit_traces/metal_m1u_bec64748/RUNS.txt new file mode 100644 index 000000000..416b939e6 --- /dev/null +++ b/benchmarks/logit_traces/metal_m1u_bec64748/RUNS.txt @@ -0,0 +1,19 @@ +metal_m1u_bec64748_qwen3-0.6b_default_w1 exit=0 rows=132 elapsed=3s +metal_m1u_bec64748_qwen3-0.6b_default_w8 exit=0 rows=644 elapsed=7s +metal_m1u_bec64748_qwen3-0.6b_default_w256 exit=0 rows=516 elapsed=0s +metal_m1u_bec64748_llama-3.1-8b-instruct_default_w1 exit=0 rows=132 elapsed=4s +metal_m1u_bec64748_llama-3.1-8b-instruct_default_w8 exit=0 rows=644 elapsed=40s +metal_m1u_bec64748_llama-3.1-8b-instruct_default_w256 exit=0 rows=516 elapsed=1s +metal_m1u_bec64748_qwen3-30b-a3b_default_w1 exit=0 rows=132 elapsed=9s +metal_m1u_bec64748_qwen3-30b-a3b_default_w8 exit=0 rows=644 elapsed=38s +metal_m1u_bec64748_qwen3-30b-a3b_default_w256 exit=0 rows=516 elapsed=1s +metal_m1u_bec64748_qwen3-30b-a3b_fused0_w1 exit=0 rows=132 elapsed=4s +metal_m1u_bec64748_qwen3-30b-a3b_fused0_w8 exit=0 rows=644 elapsed=38s +metal_m1u_bec64748_qwen3-30b-a3b_fused0_w256 exit=0 rows=516 elapsed=2s +metal_m1u_bec64748_mixtral-8x7b-instruct_default_w1 exit=0 rows=132 elapsed=13s +metal_m1u_bec64748_mixtral-8x7b-instruct_default_w8 exit=0 rows=644 elapsed=103s +metal_m1u_bec64748_mixtral-8x7b-instruct_default_w256 exit=0 rows=516 elapsed=3s +metal_m1u_bec64748_mixtral-8x7b-instruct_fused0_w1 exit=0 rows=132 elapsed=6s +metal_m1u_bec64748_mixtral-8x7b-instruct_fused0_w8 exit=0 rows=644 elapsed=104s +metal_m1u_bec64748_mixtral-8x7b-instruct_fused0_w256 exit=0 rows=516 elapsed=3s +ALL_DONE diff --git a/benchmarks/logit_traces/metal_m1u_bec64748/SHA256SUMS b/benchmarks/logit_traces/metal_m1u_bec64748/SHA256SUMS new file mode 100644 index 000000000..50d920482 --- /dev/null +++ b/benchmarks/logit_traces/metal_m1u_bec64748/SHA256SUMS @@ -0,0 +1,18 @@ +d92967af65e59bf228c4ad681cc1971f3b11c4dc051e53929c4ea22ff7776d53 metal_m1u_bec64748_llama-3.1-8b-instruct_default_w1.tsv +8e4c40f1dc0e1e9992f8ba9416f7a6310b5cd39360fa66607c16a1353c18e976 metal_m1u_bec64748_llama-3.1-8b-instruct_default_w256.tsv +0401f769b31271ff0af98f3346ced1b0cc286a2c75a23a1c9c3ddc0129bb3015 metal_m1u_bec64748_llama-3.1-8b-instruct_default_w8.tsv +828ab85e81b83f278cd41d9e0cd589b476e909d6fb781f4453ed73a6103cc18b metal_m1u_bec64748_mixtral-8x7b-instruct_default_w1.tsv +6bc8cd8b028c616c2145ecf1b97dc1c8dae9995c71cc0d850b2c83cae2a94fb5 metal_m1u_bec64748_mixtral-8x7b-instruct_default_w256.tsv +6ac757f867348164f6c4e322a99dc63d11d0715ce94ccdfa1a95b35d15dc7b8d metal_m1u_bec64748_mixtral-8x7b-instruct_default_w8.tsv +828ab85e81b83f278cd41d9e0cd589b476e909d6fb781f4453ed73a6103cc18b metal_m1u_bec64748_mixtral-8x7b-instruct_fused0_w1.tsv +6bc8cd8b028c616c2145ecf1b97dc1c8dae9995c71cc0d850b2c83cae2a94fb5 metal_m1u_bec64748_mixtral-8x7b-instruct_fused0_w256.tsv +6ac757f867348164f6c4e322a99dc63d11d0715ce94ccdfa1a95b35d15dc7b8d metal_m1u_bec64748_mixtral-8x7b-instruct_fused0_w8.tsv +f6b828c0e14a3e847265ec81f143c215cb0b4dc8085771cfd91d835f2a78aad5 metal_m1u_bec64748_qwen3-0.6b_default_w1.tsv +67a496e8856502916e707b84901bf1616fc3b840302834a56627289c9ed1c7e0 metal_m1u_bec64748_qwen3-0.6b_default_w256.tsv +7b88b45488d90e3ac39312bf786037bf93344f3ebc9c0507fb8c2b9ecacafb70 metal_m1u_bec64748_qwen3-0.6b_default_w8.tsv +10fa60dc3e6bf31f86ec5a99c93f8dbe010eafa4916863c753d6777b6ccd970c metal_m1u_bec64748_qwen3-30b-a3b_default_w1.tsv +a4c3ddeefddd6124f36e2b130437197258bcaf06284063e1d2cc51aeeedded9c metal_m1u_bec64748_qwen3-30b-a3b_default_w256.tsv +5140e73dbfb7afb09829d73e718134abdf78c15f79e693eb545e05caa9e5dc65 metal_m1u_bec64748_qwen3-30b-a3b_default_w8.tsv +aef092dfa146334097190efafd2428b88791de6a3310361691a4381eba48aeda metal_m1u_bec64748_qwen3-30b-a3b_fused0_w1.tsv +a4c3ddeefddd6124f36e2b130437197258bcaf06284063e1d2cc51aeeedded9c metal_m1u_bec64748_qwen3-30b-a3b_fused0_w256.tsv +5140e73dbfb7afb09829d73e718134abdf78c15f79e693eb545e05caa9e5dc65 metal_m1u_bec64748_qwen3-30b-a3b_fused0_w8.tsv diff --git a/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_llama-3.1-8b-instruct_default_w1.tsv b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_llama-3.1-8b-instruct_default_w1.tsv new file mode 100644 index 000000000..fa3beb7bf --- /dev/null +++ b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_llama-3.1-8b-instruct_default_w1.tsv @@ -0,0 +1,132 @@ +# model models/mlx/meta-llama-3.1-8b-instruct-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 289173 +# chunks 128 chunk_tokens 1 topk 8 prefill 0 +# columns chunk pos target nll top_ids top_logits +0 0 43205 14.866940 116080,112364,88251,110135,57010,54650,104934,124074 6.488281,5.894531,5.867188,5.738281,5.617188,5.589844,5.578125,5.558594 +1 0 275 14.023407 32056,110135,46755,95456,52755,37526,125951,76991 6.000000,5.714844,5.636719,5.484375,5.359375,5.343750,5.335938,5.289062 +2 0 428 13.301418 19954,11954,88251,111912,76393,81128,40523,97857 3.937500,3.914062,3.564453,3.548828,3.546875,3.529297,3.511719,3.486328 +3 0 12 11.392645 111912,14924,17297,11954,755,19954,110135,103429 4.519531,4.511719,4.445312,4.371094,4.355469,4.253906,4.160156,4.070312 +4 0 17 17.221853 116080,112364,88251,76393,104934,113022,126873,82592 6.203125,5.585938,5.519531,5.390625,5.195312,5.195312,5.144531,5.101562 +5 0 3475 15.087900 19954,111912,17297,110135,11954,103429,76393,97857 4.789062,4.554688,4.519531,4.468750,4.406250,4.402344,4.343750,4.234375 +6 0 76834 11.889921 755,14924,1839,32056,475,2,69209,21189 4.433594,4.160156,3.664062,3.595703,3.457031,3.414062,3.371094,3.103516 +7 0 80583 12.574894 755,1839,14924,34271,51343,40523,21189,32056 3.484375,3.380859,3.273438,3.107422,3.093750,3.054688,3.023438,2.916016 +8 0 3692 11.315992 755,14924,475,2,1085,985,415,791 9.187500,8.156250,8.109375,7.519531,6.375000,6.320312,6.128906,6.117188 +9 0 257 9.898121 755,14924,1839,2,475,32056,69209,111912 5.210938,4.773438,4.050781,4.039062,4.015625,3.802734,3.703125,3.519531 +10 0 551 17.763508 63075,110135,116080,57010,100156,76393,94655,54650 6.531250,6.500000,5.523438,5.511719,5.382812,5.371094,5.332031,5.269531 +11 0 3788 13.523010 110135,76393,116080,97857,111912,63075,57010,81128 5.855469,4.835938,4.812500,4.761719,4.757812,4.632812,4.613281,4.582031 +12 0 1129 22.538616 14924,111912,82868,755,103429,91939,51343,83711 4.527344,4.496094,4.375000,4.292969,4.121094,4.105469,4.007812,4.003906 +13 0 71 16.439844 116080,110135,128006,112364,39325,113022,57010,104934 7.738281,7.578125,7.285156,7.257812,6.949219,6.843750,6.781250,6.773438 +14 0 36368 14.269594 11954,111912,110135,17297,97857,62785,19954,116080 5.082031,4.789062,4.628906,4.511719,4.468750,4.417969,4.359375,4.277344 +15 0 1594 13.446760 19954,116080,88251,110135,82868,1839,76393,97857 4.203125,4.187500,4.097656,4.027344,4.003906,3.992188,3.960938,3.837891 +16 0 6973 12.417425 19954,1839,11954,110135,111912,97857,21028,82868 4.046875,4.019531,3.779297,3.765625,3.699219,3.673828,3.580078,3.576172 +17 0 3529 11.131582 27395,755,14924,931,102470,1866,10177,91939 5.710938,5.382812,5.250000,4.914062,4.726562,4.671875,4.613281,4.601562 +18 0 77749 12.753214 11954,110135,111912,97857,19954,17297,62785,103429 5.324219,5.324219,5.218750,5.000000,4.863281,4.843750,4.828125,4.757812 +19 0 11628 11.346376 755,14924,1839,2,475,3488,1866,15511 5.207031,4.519531,4.378906,4.214844,3.992188,3.652344,3.632812,3.496094 +20 0 3916 13.445244 116080,11954,76393,88251,112364,62785,93025,110135 5.234375,5.156250,5.039062,4.960938,4.843750,4.679688,4.667969,4.640625 +21 0 9009 11.813709 19954,1839,40523,111912,11954,82868,755,76393 3.648438,3.626953,3.527344,3.363281,3.355469,3.353516,3.289062,3.283203 +22 0 6458 12.499572 755,14924,1839,2,475,32056,3488,69209 4.828125,4.246094,4.023438,3.792969,3.730469,3.369141,3.324219,3.302734 +23 0 61503 12.946275 11954,31615,62785,76393,111912,97857,39023,19954 5.554688,4.925781,4.777344,4.609375,4.554688,4.500000,4.437500,4.425781 +24 0 428 12.492563 755,14924,1866,1839,2,3488,27395,40523 4.593750,4.125000,3.689453,3.652344,3.603516,3.556641,3.417969,3.265625 +25 0 198 11.327581 111912,14924,17297,11954,755,19954,110135,103429 4.519531,4.511719,4.445312,4.371094,4.355469,4.253906,4.160156,4.070312 +26 0 71684 10.464546 110135,755,111912,14924,17297,188,122026,88852 8.054688,7.316406,7.105469,6.992188,6.769531,6.648438,6.335938,6.332031 +27 0 257 10.024754 755,14924,475,32056,1839,2,111912,69209 4.976562,4.718750,3.927734,3.853516,3.841797,3.761719,3.652344,3.615234 +28 0 551 17.763508 63075,110135,116080,57010,100156,76393,94655,54650 6.531250,6.500000,5.523438,5.511719,5.382812,5.371094,5.332031,5.269531 +29 0 289 18.285706 110135,76393,116080,97857,111912,63075,57010,81128 5.855469,4.835938,4.812500,4.761719,4.757812,4.632812,4.613281,4.582031 +30 0 61503 12.685393 11954,116080,88251,76393,62785,112364,31615,19954 5.117188,5.039062,4.984375,4.902344,4.824219,4.785156,4.781250,4.671875 +31 0 428 12.492563 755,14924,1866,1839,2,3488,27395,40523 4.593750,4.125000,3.689453,3.652344,3.603516,3.556641,3.417969,3.265625 +32 0 12 11.392645 111912,14924,17297,11954,755,19954,110135,103429 4.519531,4.511719,4.445312,4.371094,4.355469,4.253906,4.160156,4.070312 +33 0 17 17.221853 116080,112364,88251,76393,104934,113022,126873,82592 6.203125,5.585938,5.519531,5.390625,5.195312,5.195312,5.144531,5.101562 +34 0 12 12.936533 19954,111912,17297,110135,11954,103429,76393,97857 4.789062,4.554688,4.519531,4.468750,4.406250,4.402344,4.343750,4.234375 +35 0 1059 13.518240 116080,112364,88251,76393,104934,113022,126873,82592 6.203125,5.585938,5.519531,5.390625,5.195312,5.195312,5.144531,5.101562 +36 0 8437 12.251719 755,14924,2,475,69209,24633,3488,32056 5.339844,4.921875,4.152344,3.800781,3.597656,3.591797,3.417969,3.410156 +37 0 16 17.445419 11954,128006,62785,57010,31615,110135,97857,111912 7.375000,7.171875,6.890625,6.773438,6.769531,6.714844,6.433594,6.394531 +38 0 198 13.890450 19954,17297,76393,110135,31615,111912,103429,116080 5.015625,4.636719,4.628906,4.621094,4.613281,4.597656,4.570312,4.500000 +39 0 20805 11.237984 110135,755,111912,14924,17297,188,122026,88852 8.054688,7.316406,7.105469,6.992188,6.769531,6.648438,6.335938,6.332031 +40 0 415 11.940922 110135,17297,19954,111912,97857,116080,108068,88251 4.902344,4.730469,4.691406,4.480469,4.367188,4.296875,4.277344,4.257812 +41 0 551 16.793640 63075,110135,116080,54650,76393,122627,57010,100156 6.160156,5.574219,5.417969,5.253906,5.093750,5.085938,5.023438,5.015625 +42 0 1296 14.502502 110135,76393,116080,97857,111912,63075,57010,81128 5.855469,4.835938,4.812500,4.761719,4.757812,4.632812,4.613281,4.582031 +43 0 320 13.991201 755,1839,14924,32056,475,2,69209,21189 4.437500,4.105469,4.050781,3.486328,3.455078,3.451172,3.212891,3.109375 +44 0 19305 9.499264 755,14924,475,111912,110135,2,985,8872 6.363281,6.363281,5.972656,5.269531,5.257812,4.910156,4.898438,4.632812 +45 0 23 11.805708 755,14924,2,1866,27395,3488,475,111912 5.328125,4.691406,4.222656,3.962891,3.902344,3.855469,3.820312,3.802734 +46 0 7123 12.357471 19954,111912,40523,110135,103429,82868,17297,76393 4.492188,4.300781,4.136719,4.121094,4.109375,4.101562,4.097656,4.019531 +47 0 340 12.448269 1839,755,11954,14924,111912,19954,110135,97857 4.128906,4.109375,4.062500,4.015625,3.929688,3.894531,3.753906,3.689453 +48 0 10028 12.212854 110135,111912,17297,755,188,122026,63075,128006 8.085938,6.890625,6.656250,6.621094,6.480469,6.402344,6.343750,6.281250 +49 0 262 9.518764 755,14924,2,475,69209,985,1839,3936 5.925781,5.371094,4.917969,4.898438,3.851562,3.830078,3.781250,3.769531 +50 0 551 17.026644 63075,116080,54650,122627,110135,111784,124074,76393 6.890625,5.761719,5.644531,5.570312,5.488281,5.429688,5.363281,5.351562 +51 0 13844 15.648987 110135,76393,116080,97857,111912,63075,57010,81128 5.855469,4.835938,4.812500,4.761719,4.757812,4.632812,4.613281,4.582031 +52 0 7866 13.383842 755,14924,111912,1839,15511,11954,19954,40523 4.234375,4.074219,3.724609,3.714844,3.667969,3.546875,3.474609,3.447266 +53 0 93314 10.795306 755,1839,14924,40523,111912,15511,51343,19954 4.207031,3.935547,3.849609,3.451172,3.324219,3.318359,3.296875,3.277344 +54 0 220 11.406567 755,14924,1839,40523,111912,51343,1866,2 4.234375,3.919922,3.656250,3.564453,3.357422,3.335938,3.330078,3.314453 +55 0 18 14.868793 110135,116080,76393,57010,151,111912,100156,97857 5.726562,5.371094,5.109375,5.089844,5.039062,4.925781,4.906250,4.898438 +56 0 13 15.034710 19954,111912,17297,103429,110135,40523,82868,76393 4.625000,4.398438,4.277344,4.246094,4.230469,4.195312,4.140625,4.121094 +57 0 15 15.655060 116080,110135,76393,112364,57010,88251,100156,111912 5.929688,5.570312,5.285156,5.195312,5.011719,4.933594,4.855469,4.855469 +58 0 320 18.472692 19954,111912,17297,110135,76393,103429,11954,82868 4.859375,4.585938,4.546875,4.515625,4.476562,4.460938,4.382812,4.382812 +59 0 2485 10.220943 755,14924,475,111912,110135,2,985,8872 6.363281,6.363281,5.972656,5.269531,5.257812,4.910156,4.898438,4.632812 +60 0 1129 22.335793 755,14924,111912,103429,82868,91939,27395,15511 4.722656,4.613281,4.269531,4.101562,4.074219,4.007812,4.003906,3.986328 +61 0 86331 13.348047 116080,110135,128006,112364,39325,113022,57010,104934 7.738281,7.578125,7.285156,7.257812,6.949219,6.843750,6.781250,6.773438 +62 0 2726 9.903009 14924,755,2,475,3936,24633,11192,8872 6.535156,6.441406,5.523438,4.730469,4.589844,4.500000,4.382812,4.332031 +63 0 7116 10.958924 755,14924,1866,27395,1839,2,3488,111912 4.562500,4.226562,3.738281,3.714844,3.671875,3.576172,3.574219,3.505859 +64 0 68833 16.283909 102470,91,755,20066,931,14924,4194,2 8.835938,8.226562,7.640625,7.582031,7.117188,6.996094,6.660156,6.402344 +65 0 1355 12.667614 755,14924,1866,2,27395,3488,91939,10177 5.175781,4.613281,4.167969,4.152344,3.902344,3.843750,3.556641,3.552734 +66 0 64 18.417213 116080,41519,112364,12451,88251,121569,57010,104934 7.414062,7.101562,7.039062,6.894531,6.796875,6.667969,6.644531,6.644531 +67 0 14 12.941990 19954,116080,76393,40523,88251,110135,112364,11954 4.621094,4.425781,4.367188,4.320312,4.316406,4.187500,4.179688,4.156250 +68 0 18 16.126705 116080,112364,88251,54650,104934,121569,35760,124074 6.585938,5.929688,5.867188,5.710938,5.710938,5.605469,5.566406,5.558594 +69 0 13 15.034710 19954,111912,17297,103429,110135,40523,82868,76393 4.625000,4.398438,4.277344,4.246094,4.230469,4.195312,4.140625,4.121094 +70 0 15 15.655060 116080,110135,76393,112364,57010,88251,100156,111912 5.929688,5.570312,5.285156,5.195312,5.011719,4.933594,4.855469,4.855469 +71 0 54660 10.650427 19954,111912,17297,110135,76393,103429,11954,82868 4.859375,4.585938,4.546875,4.515625,4.476562,4.460938,4.382812,4.382812 +72 0 20241 12.748671 755,14924,110135,111912,475,88852,24633,17297 7.062500,7.042969,6.824219,6.546875,5.894531,5.824219,5.785156,5.742188 +73 0 1516 15.559307 17297,111912,11954,110135,113713,58850,103429,31615 6.550781,6.062500,5.941406,5.914062,5.832031,5.820312,5.722656,5.613281 +74 0 25 12.631545 755,14924,1839,2,3488,475,1866,69209 5.011719,4.257812,3.964844,3.763672,3.757812,3.546875,3.513672,3.189453 +75 0 27685 11.521304 116080,112364,76393,54650,88251,124074,122627,82592 6.050781,5.316406,5.269531,5.214844,5.210938,5.191406,5.152344,5.074219 +76 0 20965 12.311600 1839,755,14924,40523,19954,32056,21189,111912 4.007812,3.960938,3.599609,3.265625,3.255859,3.236328,3.201172,3.125000 +77 0 11 11.612957 1839,755,14924,51343,82868,19954,40523,15511 4.328125,3.701172,3.375000,3.302734,3.281250,3.228516,3.216797,3.191406 +78 0 82035 12.915031 116080,88251,76393,112364,122627,111784,54650,124074 5.574219,5.003906,4.957031,4.933594,4.906250,4.894531,4.847656,4.820312 +79 0 15592 12.021269 755,1839,14924,3488,2,1866,475,69209 4.648438,4.203125,3.931641,3.583984,3.531250,3.478516,3.373047,3.185547 +80 0 8483 10.864554 1839,755,14924,32056,19954,40523,21189,21028 4.082031,3.949219,3.509766,3.333984,3.328125,3.255859,3.222656,3.167969 +81 0 198 9.373230 755,1839,14924,3488,1866,2,32056,21189 4.218750,4.058594,3.644531,3.320312,3.216797,3.158203,3.148438,3.080078 +82 0 1835 9.351265 110135,755,111912,14924,17297,188,122026,88852 8.054688,7.316406,7.105469,6.992188,6.769531,6.648438,6.335938,6.332031 +83 0 320 18.180502 110135,63075,76393,116080,1839,94655,81128,57010 5.359375,4.792969,4.718750,4.679688,4.566406,4.410156,4.394531,4.335938 +84 0 50 10.313717 755,14924,475,111912,110135,2,985,8872 6.363281,6.363281,5.972656,5.269531,5.257812,4.910156,4.898438,4.632812 +85 0 13 17.173649 116080,11954,76393,31615,88251,112364,62785,93025 5.250000,5.160156,5.117188,5.054688,5.050781,4.929688,4.804688,4.781250 +86 0 8930 15.783966 116080,110135,76393,112364,57010,88251,100156,111912 5.929688,5.570312,5.285156,5.195312,5.011719,4.933594,4.855469,4.855469 +87 0 488 12.863142 14924,11954,111912,755,24633,62785,79468,40523 4.183594,3.972656,3.894531,3.757812,3.595703,3.525391,3.435547,3.404297 +88 0 11 12.313755 1839,755,19954,14924,32056,11954,21028,21189 3.988281,3.658203,3.488281,3.419922,3.369141,3.291016,3.234375,3.210938 +89 0 452 17.197014 116080,88251,76393,112364,122627,111784,54650,124074 5.574219,5.003906,4.957031,4.933594,4.906250,4.894531,4.847656,4.820312 +90 0 13 13.598875 11954,31615,39023,111912,62785,15511,47239,95253 5.343750,4.414062,4.156250,4.148438,4.089844,4.050781,3.986328,3.980469 +91 0 50356 12.641815 116080,110135,76393,112364,57010,88251,100156,111912 5.929688,5.570312,5.285156,5.195312,5.011719,4.933594,4.855469,4.855469 +92 0 819 14.516927 11954,14924,111912,62785,40523,51343,755,52355 3.779297,3.664062,3.437500,3.285156,3.152344,3.128906,3.083984,3.072266 +93 0 84077 10.229246 1839,19954,11954,111912,40523,32056,21189,14924 3.433594,3.363281,3.357422,3.253906,3.246094,3.244141,3.212891,3.210938 +94 0 29234 10.870549 11954,14924,111912,62785,97857,755,40523,52355 4.042969,3.875000,3.828125,3.509766,3.443359,3.427734,3.410156,3.300781 +95 0 11 10.654181 755,14924,27395,1866,3488,10177,40523,2 4.265625,3.847656,3.626953,3.593750,3.455078,3.289062,3.267578,3.199219 +96 0 432 17.130608 116080,88251,76393,112364,122627,111784,54650,124074 5.574219,5.003906,4.957031,4.933594,4.906250,4.894531,4.847656,4.820312 +97 0 13 15.179731 11954,31615,76393,62785,39023,95253,47239,93025 5.554688,4.957031,4.601562,4.582031,4.445312,4.445312,4.363281,4.332031 +98 0 2100 16.813263 116080,110135,76393,112364,57010,88251,100156,111912 5.929688,5.570312,5.285156,5.195312,5.011719,4.933594,4.855469,4.855469 +99 0 9211 11.100374 11954,116080,111912,76393,62785,82868,88251,110135 4.128906,4.058594,4.007812,3.998047,3.996094,3.994141,3.972656,3.925781 +100 0 2001 11.394014 755,27395,1866,14924,3488,10177,40523,1839 3.859375,3.562500,3.544922,3.525391,3.314453,3.291016,3.291016,3.267578 +101 0 330 15.560722 1839,51343,755,11954,15511,83711,76393,82868 3.886719,3.285156,3.210938,3.103516,3.083984,3.076172,3.050781,3.033203 +102 0 9261 11.955729 116080,110135,112364,88251,76393,54650,104934,57010 6.285156,5.742188,5.558594,5.320312,5.171875,5.148438,5.148438,5.136719 +103 0 57893 13.408710 110135,19954,17297,11954,111912,108068,97857,57010 4.953125,4.855469,4.769531,4.640625,4.582031,4.542969,4.496094,4.386719 +104 0 386 14.287290 755,14924,1839,2,3488,1866,32056,69209 4.390625,3.904297,3.875000,3.375000,3.308594,3.255859,3.171875,3.152344 +105 0 13025 12.728212 11954,31615,76393,62785,116080,93025,95253,88251 5.667969,5.187500,4.906250,4.890625,4.683594,4.675781,4.640625,4.601562 +106 0 27972 12.723862 755,14924,2,475,1839,3488,1866,985 5.925781,4.953125,4.585938,4.535156,4.296875,4.140625,3.732422,3.646484 +107 0 498 11.606621 755,1839,14924,2,475,15511,69209,32056 4.574219,4.144531,4.144531,3.671875,3.593750,3.437500,3.222656,3.207031 +108 0 220 19.983913 116080,63075,54650,124074,122627,57010,121569,110135 6.285156,5.902344,5.882812,5.859375,5.789062,5.593750,5.582031,5.566406 +109 0 679 12.408833 110135,116080,76393,57010,151,111912,100156,97857 5.726562,5.371094,5.109375,5.089844,5.039062,4.925781,4.906250,4.898438 +110 0 21 11.740395 111912,11954,14924,110135,17297,97857,82868,15511 4.601562,4.460938,4.269531,4.156250,4.058594,4.039062,3.972656,3.964844 +111 0 340 13.474455 19954,111912,40523,110135,17297,82868,103429,76393 4.589844,4.363281,4.207031,4.199219,4.195312,4.179688,4.179688,4.148438 +112 0 1835 9.796350 110135,111912,17297,755,188,122026,63075,128006 8.085938,6.890625,6.656250,6.621094,6.480469,6.402344,6.343750,6.281250 +113 0 40283 10.892416 110135,63075,76393,116080,1839,94655,81128,57010 5.359375,4.792969,4.718750,4.679688,4.566406,4.410156,4.394531,4.335938 +114 0 3786 12.091994 755,1839,14924,475,2,32056,69209,15511 4.808594,4.347656,4.253906,3.875000,3.750000,3.595703,3.402344,3.236328 +115 0 25 14.054061 1839,755,14924,19954,32056,11954,21189,21028 4.085938,3.658203,3.445312,3.412109,3.378906,3.232422,3.212891,3.191406 +116 0 3788 13.349429 116080,112364,76393,54650,88251,124074,122627,82592 6.050781,5.316406,5.269531,5.214844,5.210938,5.191406,5.152344,5.074219 +117 0 1129 22.538616 14924,111912,82868,755,103429,91939,51343,83711 4.527344,4.496094,4.375000,4.292969,4.121094,4.105469,4.007812,4.003906 +118 0 71 16.439844 116080,110135,128006,112364,39325,113022,57010,104934 7.738281,7.578125,7.285156,7.257812,6.949219,6.843750,6.781250,6.773438 +119 0 36368 14.269594 11954,111912,110135,17297,97857,62785,19954,116080 5.082031,4.789062,4.628906,4.511719,4.468750,4.417969,4.359375,4.277344 +120 0 1594 13.446760 19954,116080,88251,110135,82868,1839,76393,97857 4.203125,4.187500,4.097656,4.027344,4.003906,3.992188,3.960938,3.837891 +121 0 6973 12.417425 19954,1839,11954,110135,111912,97857,21028,82868 4.046875,4.019531,3.779297,3.765625,3.699219,3.673828,3.580078,3.576172 +122 0 3529 11.131582 27395,755,14924,931,102470,1866,10177,91939 5.710938,5.382812,5.250000,4.914062,4.726562,4.671875,4.613281,4.601562 +123 0 77749 12.753214 11954,110135,111912,97857,19954,17297,62785,103429 5.324219,5.324219,5.218750,5.000000,4.863281,4.843750,4.828125,4.757812 +124 0 11628 11.346376 755,14924,1839,2,475,3488,1866,15511 5.207031,4.519531,4.378906,4.214844,3.992188,3.652344,3.632812,3.496094 +125 0 3916 13.445244 116080,11954,76393,88251,112364,62785,93025,110135 5.234375,5.156250,5.039062,4.960938,4.843750,4.679688,4.667969,4.640625 +126 0 9009 11.813709 19954,1839,40523,111912,11954,82868,755,76393 3.648438,3.626953,3.527344,3.363281,3.355469,3.353516,3.289062,3.283203 +127 0 6458 12.499572 755,14924,1839,2,475,32056,3488,69209 4.828125,4.246094,4.023438,3.792969,3.730469,3.369141,3.324219,3.302734 diff --git a/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_llama-3.1-8b-instruct_default_w256.tsv b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_llama-3.1-8b-instruct_default_w256.tsv new file mode 100644 index 000000000..8aa2fdd51 --- /dev/null +++ b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_llama-3.1-8b-instruct_default_w256.tsv @@ -0,0 +1,516 @@ +# model models/mlx/meta-llama-3.1-8b-instruct-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 289173 +# chunks 2 chunk_tokens 256 topk 8 prefill 0 +# columns chunk pos target nll top_ids top_logits +0 0 43205 14.862968 116080,112364,88251,110135,57010,54650,104934,124074 6.480469,5.890625,5.859375,5.730469,5.613281,5.585938,5.574219,5.554688 +0 1 275 4.389345 82180,285,689,581,28491,344,258,41042 14.039062,13.523438,12.531250,12.335938,11.781250,11.656250,11.609375,11.250000 +0 2 428 0.937556 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25.453125,18.437500,14.898438,14.835938,14.742188,14.187500,13.867188,13.570312 +0 31 428 0.000826 428,2302,478,12,327,1727,9529,62 25.171875,17.578125,16.265625,15.515625,15.046875,14.421875,13.820312,13.109375 +0 32 12 0.099615 12,62,17,4552,76838,198,6889,10398 18.671875,16.015625,14.164062,12.218750,12.132812,12.007812,11.796875,11.539062 +0 33 17 0.013781 17,6889,914,16,1059,1041,605,4645 21.734375,16.687500,15.125000,14.820312,14.492188,13.960938,13.906250,13.617188 +0 34 12 4.699257 198,17261,271,4552,1432,320,12,10398 16.140625,14.304688,14.023438,14.007812,12.695312,12.226562,11.945312,11.726562 +0 35 1059 0.699505 1059,1296,605,717,16,2323,1272,17 15.507812,13.117188,12.515625,12.414062,12.304688,12.101562,11.898438,11.789062 +0 36 8437 1.770286 198,8437,271,1432,12,2325,4552,17261 14.835938,14.000000,13.007812,12.570312,12.117188,11.625000,11.593750,11.367188 +0 37 16 0.033115 16,15,17,18,21135,1721,605,19 23.078125,18.937500,18.390625,17.031250,16.562500,16.125000,15.851562,15.476562 +0 38 198 0.547812 198,271,62,1432,320,13,220,11 14.875000,13.250000,12.632812,12.078125,11.554688,11.296875,11.007812,10.976562 +0 39 20805 4.235767 1730,5116,14126,34463,5755,1061,10028,941 14.343750,13.757812,13.421875,13.015625,12.593750,12.171875,12.164062,12.070312 +0 40 415 2.233269 996,415,286,257,8645,260,1303,1404 16.781250,14.859375,12.992188,12.937500,12.281250,12.210938,12.015625,11.929688 +0 41 551 0.016748 551,6394,14852,197,284,765,21629,220 21.671875,17.296875,15.828125,12.890625,12.406250,12.343750,11.718750,11.359375 +0 42 1296 1.920521 5542,1296,10741,27217,220,3567,3475,2290 16.718750,15.148438,13.312500,12.546875,12.539062,12.203125,12.171875,12.148438 +0 43 320 5.689800 198,271,1432,720,1038,4815,320,220 16.734375,15.382812,13.789062,12.117188,11.843750,11.500000,11.382812,10.828125 +0 44 19305 8.290207 16,1041,605,15,12564,17,20,11719 10.578125,10.312500,9.875000,9.765625,9.507812,9.492188,9.484375,9.484375 +0 45 23 3.750610 16,15,21,17,20,22,18,19 13.843750,13.812500,13.789062,13.710938,13.687500,13.562500,13.335938,13.304688 +0 46 7123 3.420631 10688,23719,10507,340,9477,696,13422,5238 13.953125,13.929688,13.562500,13.554688,13.359375,13.000000,12.679688,12.671875 +0 47 340 0.671671 340,696,11,3707,8,26,611,2860 16.921875,15.992188,15.437500,14.343750,13.875000,13.203125,13.171875,12.757812 +0 48 10028 6.827605 1730,1061,14126,1199,5116,34463,1738,14292 12.921875,12.460938,12.335938,12.046875,11.992188,11.968750,11.570312,11.570312 +0 49 262 1.416338 257,262,256,415,220,5665,286,25 18.937500,17.875000,14.453125,14.218750,13.742188,13.734375,13.695312,13.429688 +0 50 551 0.010109 551,6394,14852,284,197,482,2652,320 21.703125,16.734375,15.218750,13.289062,13.195312,12.382812,11.734375,11.546875 +0 51 13844 1.476484 13844,25248,15210,3788,9091,10311,720,510 15.203125,15.007812,14.554688,13.593750,13.500000,13.437500,13.312500,12.789062 +0 52 7866 1.110617 7826,7866,15,220,12,59418,19,18811 19.890625,19.515625,18.437500,17.296875,16.640625,15.773438,14.593750,14.382812 +0 53 93314 1.446270 12,220,93314,16998,20660,97042,271,198 21.250000,21.078125,20.703125,16.843750,15.726562,15.539062,15.507812,15.500000 +0 54 220 0.042154 220,198,271,320,12,1432,11,4815 20.609375,16.625000,16.156250,14.382812,14.351562,14.351562,13.640625,13.281250 +0 55 18 1.001993 19,18,17,16,220,20,15,1272 23.906250,23.390625,20.281250,17.328125,16.328125,15.226562,14.140625,13.882812 +0 56 13 0.001299 13,198,271,14778,382,627,320,1432 23.062500,15.078125,15.039062,13.843750,13.468750,13.054688,12.367188,12.289062 +0 57 15 0.001116 15,16,410,220,17,931,1721,18 24.765625,17.343750,16.687500,15.039062,14.445312,13.656250,13.625000,12.914062 +0 58 320 3.336229 198,271,2326,1432,320,11,1914,4815 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23.562500,14.140625,14.015625,13.820312,13.789062,13.414062,12.929688,12.921875 +1 238 662 0.936756 662,323,520,1174,2652,304,220,902 19.968750,19.453125,19.140625,18.625000,16.859375,16.406250,16.171875,16.109375 +1 239 2650 9.037014 763,1283,426,720,578,220,4815,1115 16.921875,16.046875,15.007812,14.929688,14.539062,14.226562,14.093750,14.085938 +1 240 311 0.052652 311,2057,648,1550,656,1174,1690,75 20.031250,16.234375,14.195312,13.867188,13.632812,13.203125,13.203125,13.117188 +1 241 71727 0.004873 71727,41100,70819,356,47075,387,1174,13182 22.906250,16.671875,15.359375,15.023438,14.906250,14.296875,13.554688,13.296875 +1 242 574 0.724653 574,374,59335,6476,1174,15109,1101,1047 18.375000,17.093750,16.000000,15.851562,15.578125,15.492188,15.218750,15.187500 +1 243 10887 0.976784 10887,264,5439,3196,279,1101,9124,51157 17.968750,17.140625,16.078125,16.062500,15.820312,15.367188,15.273438,14.945312 +1 244 520 0.163506 520,304,555,389,439,369,2391,449 22.328125,19.984375,18.812500,18.140625,17.093750,16.609375,16.593750,16.500000 +1 245 14409 11.392773 279,578,7295,27315,2225,42482,2100,29514 20.859375,15.992188,14.710938,14.429688,14.382812,14.343750,13.804688,13.625000 +1 246 27315 0.019735 27315,34596,38571,11166,578,323,49565,4783 21.437500,16.656250,15.015625,14.742188,14.640625,14.531250,14.507812,14.101562 +1 247 304 0.292326 304,323,662,1174,2652,7295,220,449 20.500000,18.531250,17.906250,17.671875,16.046875,15.554688,14.921875,14.742188 +1 248 279 4.860231 7295,279,4410,220,473,9909,14409,59646 22.156250,17.328125,17.078125,17.015625,15.570312,15.515625,15.343750,15.335938 +1 249 7295 1.085306 7295,4410,6560,3723,7474,14409,9909,27315 16.156250,15.835938,14.507812,13.820312,13.289062,13.125000,13.023438,12.882812 +1 250 85303 2.815937 662,323,4410,34596,85303,27315,3158,66841 16.031250,15.359375,15.171875,15.078125,14.640625,14.546875,14.398438,14.093750 +1 251 315 0.003183 315,82,323,5046,662,7295,1174,304 23.328125,16.781250,14.984375,14.984375,14.632812,14.367188,14.234375,13.781250 +1 252 473 0.011663 473,469,96833,7295,36082,48043,32402,47431 22.218750,15.945312,15.851562,15.390625,15.390625,15.046875,14.828125,14.414062 +1 253 43157 0.004467 43157,1656,3329,60086,5599,4214,9162,4786 25.843750,20.421875,15.500000,13.148438,13.054688,13.046875,12.593750,11.679688 +1 254 44774 0.000071 44774,76,3258,411,1800,662,71,2465 26.671875,15.851562,15.429688,14.875000,14.101562,13.601562,13.296875,13.140625 +1 255 323 0.020990 323,662,612,304,1174,719,2652,473 20.984375,15.765625,15.695312,15.054688,14.320312,14.007812,13.750000,13.343750 diff --git a/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_llama-3.1-8b-instruct_default_w8.tsv b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_llama-3.1-8b-instruct_default_w8.tsv new file mode 100644 index 000000000..b27ff5bf1 --- /dev/null +++ b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_llama-3.1-8b-instruct_default_w8.tsv @@ -0,0 +1,644 @@ +# model models/mlx/meta-llama-3.1-8b-instruct-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 289173 +# chunks 80 chunk_tokens 8 topk 8 prefill 512 +# columns chunk pos target nll top_ids top_logits +0 0 43205 14.866940 116080,112364,88251,110135,57010,54650,104934,124074 6.488281,5.894531,5.867188,5.738281,5.617188,5.589844,5.578125,5.558594 +0 1 275 4.395586 82180,285,689,581,28491,344,258,41042 14.046875,13.531250,12.539062,12.335938,11.789062,11.664062,11.617188,11.257812 +0 2 428 0.934917 428,1727,770,6309,1769,454,54583,1286 13.937500,11.914062,11.773438,11.390625,10.859375,10.273438,10.132812,10.039062 +0 3 12 5.926369 82,198,271,284,25,482,220,9432 10.179688,9.929688,9.812500,8.312500,8.109375,8.054688,7.953125,7.886719 +0 4 17 3.904262 16,17,1721,2377,7423,28683,18,15 9.203125,8.515625,8.132812,7.851562,7.781250,7.578125,7.480469,7.414062 +0 5 3475 10.504659 13,198,15585,3592,12,271,35,4924 12.679688,10.906250,10.687500,10.562500,10.554688,10.492188,10.273438,9.421875 +0 6 76834 6.697906 198,220,271,11799,47124,5874,24857,12 12.257812,11.531250,11.070312,11.062500,10.609375,10.476562,10.398438,10.078125 +0 7 80583 10.214612 198,271,320,11,13,25,220,720 13.531250,12.531250,12.453125,11.906250,11.484375,11.031250,10.906250,10.867188 +1 0 3692 7.878561 2028,791,567,2,14711,91,9,32 12.273438,12.164062,12.023438,11.343750,10.828125,10.281250,10.125000,9.890625 +1 1 257 8.906243 25,512,315,551,1473,284,12,369 14.804688,11.843750,11.679688,11.406250,11.265625,10.632812,10.578125,10.531250 +1 2 551 0.959805 551,765,284,220,11106,2696,7817,7030 13.921875,12.328125,11.781250,11.132812,10.843750,10.484375,10.437500,10.085938 +1 3 3788 2.881434 220,3788,256,510,27685,1795,98275,43205 11.507812,10.968750,10.562500,10.312500,10.312500,10.234375,10.117188,10.015625 +1 4 1129 0.007437 1129,25,322,551,12,14712,512,198 20.734375,14.320312,13.171875,12.859375,12.445312,12.445312,12.210938,12.039062 +1 5 71 4.311098 5316,2185,27637,1059,77,30807,268,71 16.937500,16.046875,14.546875,14.343750,14.226562,13.890625,13.789062,13.726562 +1 6 36368 0.183910 36368,4937,773,55017,53461,3036,349,3972 20.296875,18.484375,14.695312,13.992188,13.773438,13.523438,13.515625,13.476562 +1 7 1594 0.000702 1594,7760,3663,19109,22974,16680,30188,32085 27.078125,19.062500,18.843750,16.843750,16.671875,16.140625,15.250000,14.968750 +2 0 6973 0.000248 6973,11267,41483,23283,916,15965,2726,13 24.625000,15.414062,14.234375,14.164062,13.070312,12.585938,12.296875,12.203125 +2 1 3529 0.533659 3529,22964,6458,14,3554,26583,3262,62409 18.703125,16.796875,16.531250,16.187500,15.242188,14.929688,14.882812,14.875000 +2 2 77749 0.005682 77749,24760,1029,3168,85,15295,52773,332 21.875000,14.890625,14.265625,13.437500,13.195312,13.195312,12.984375,12.976562 +2 3 11628 8.058813 6458,32336,22964,198,14,44882,271,6018 16.171875,14.835938,14.570312,14.312500,14.257812,13.273438,13.109375,12.867188 +2 4 3916 7.527663 336,2232,306,45,16737,54,2864,4351 14.179688,13.078125,13.070312,12.445312,12.398438,12.367188,12.187500,11.960938 +2 5 9009 1.033367 9009,23366,19085,6780,14,198,1543,2520 13.734375,12.000000,11.765625,11.375000,10.531250,10.398438,10.367188,10.312500 +2 6 6458 1.925114 14,6458,22964,10991,3529,12,15836,13299 13.257812,13.179688,12.679688,12.328125,11.820312,11.390625,11.367188,11.328125 +2 7 61503 0.001675 61503,1609,15288,7723,8390,98501,275,19195 26.109375,18.859375,18.062500,17.687500,17.453125,15.726562,15.539062,14.890625 +3 0 428 0.000248 428,327,2302,478,1727,710,42343,1017 27.000000,17.953125,17.125000,16.593750,15.742188,15.406250,14.820312,14.546875 +3 1 198 3.909237 12,17,198,271,62,1432,1355,76838 17.890625,14.523438,14.093750,13.570312,13.398438,13.015625,11.710938,11.359375 +3 2 71684 8.116426 34463,5116,310,1730,5755,1835,10028,7279 12.781250,12.742188,12.617188,12.460938,12.195312,11.984375,11.929688,11.726562 +3 3 257 0.199022 257,262,8645,415,256,1404,315,220 17.281250,14.914062,13.203125,12.703125,12.632812,12.609375,12.343750,12.195312 +3 4 551 0.016796 551,6394,14852,284,197,482,320,35738 20.812500,16.390625,14.343750,12.781250,12.257812,11.851562,11.351562,11.328125 +3 5 289 1.542522 98275,289,1296,43205,220,29709,10741,30328 15.734375,15.671875,14.992188,14.929688,14.593750,13.945312,13.367188,13.367188 +3 6 61503 0.001078 61503,17,84641,32680,8390,98501,14970,12 25.453125,18.437500,14.890625,14.820312,14.742188,14.187500,13.890625,13.562500 +3 7 428 0.000814 428,2302,478,12,327,1727,9529,62 25.171875,17.546875,16.296875,15.515625,15.046875,14.414062,13.804688,13.101562 +4 0 12 0.099012 12,62,17,4552,76838,198,6889,10398 18.687500,16.031250,14.156250,12.218750,12.140625,12.000000,11.789062,11.546875 +4 1 17 0.014002 17,6889,914,16,1059,1041,605,4645 21.734375,16.718750,15.117188,14.828125,14.492188,13.968750,13.921875,13.640625 +4 2 12 4.690136 198,17261,271,4552,1432,320,12,10398 16.125000,14.304688,14.023438,14.015625,12.687500,12.226562,11.945312,11.726562 +4 3 1059 0.692524 1059,1296,605,717,16,2323,1272,17 15.515625,13.117188,12.500000,12.375000,12.296875,12.078125,11.867188,11.789062 +4 4 8437 1.762758 198,8437,271,1432,12,2325,4552,17261 14.835938,14.007812,13.007812,12.562500,12.117188,11.632812,11.593750,11.359375 +4 5 16 0.033314 16,15,17,18,21135,1721,605,19 23.062500,18.921875,18.390625,17.015625,16.562500,16.125000,15.843750,15.460938 +4 6 198 0.547843 198,271,62,1432,320,13,220,11 14.875000,13.257812,12.625000,12.070312,11.562500,11.281250,11.015625,10.976562 +4 7 20805 4.227121 1730,5116,14126,34463,5755,1061,10028,941 14.343750,13.757812,13.421875,13.015625,12.593750,12.164062,12.156250,12.070312 +5 0 415 2.226133 996,415,286,257,8645,260,1303,1404 16.781250,14.867188,12.992188,12.937500,12.281250,12.210938,12.023438,11.921875 +5 1 551 0.016962 551,6394,14852,197,284,765,21629,220 21.671875,17.312500,15.835938,12.890625,12.398438,12.328125,11.726562,11.351562 +5 2 1296 1.913692 5542,1296,10741,220,27217,3567,3475,2290 16.718750,15.156250,13.312500,12.539062,12.539062,12.210938,12.171875,12.140625 +5 3 320 5.689453 198,271,1432,720,1038,4815,320,220 16.734375,15.382812,13.781250,12.109375,11.843750,11.500000,11.382812,10.828125 +5 4 19305 8.286245 16,1041,605,15,12564,17,20,11719 10.578125,10.296875,9.875000,9.765625,9.500000,9.492188,9.484375,9.476562 +5 5 23 3.746359 16,15,21,17,20,22,18,19 13.851562,13.820312,13.796875,13.718750,13.695312,13.570312,13.343750,13.312500 +5 6 7123 3.426582 10688,23719,10507,340,9477,696,13422,5238 13.945312,13.929688,13.562500,13.554688,13.359375,13.007812,12.679688,12.671875 +5 7 340 0.671907 340,696,11,3707,8,26,611,2860 16.921875,15.992188,15.437500,14.343750,13.875000,13.210938,13.179688,12.750000 +6 0 10028 6.825933 1730,1061,14126,1199,5116,34463,1738,14292 12.914062,12.453125,12.343750,12.039062,11.992188,11.960938,11.562500,11.562500 +6 1 262 1.439880 257,262,256,415,220,5665,286,25 18.937500,17.843750,14.445312,14.218750,13.734375,13.734375,13.687500,13.437500 +6 2 551 0.010141 551,6394,14852,284,197,482,2652,320 21.687500,16.718750,15.210938,13.281250,13.195312,12.382812,11.726562,11.554688 +6 3 13844 1.476152 13844,25248,15210,3788,9091,10311,720,510 15.203125,15.007812,14.554688,13.593750,13.500000,13.437500,13.304688,12.789062 +6 4 7866 1.111706 7826,7866,15,220,12,59418,19,18811 19.875000,19.500000,18.437500,17.265625,16.609375,15.757812,14.593750,14.367188 +6 5 93314 1.434242 12,220,93314,16998,20660,97042,271,198 21.250000,21.078125,20.718750,16.828125,15.710938,15.539062,15.515625,15.492188 +6 6 220 0.042212 220,198,271,320,12,1432,11,4815 20.609375,16.625000,16.156250,14.390625,14.367188,14.351562,13.656250,13.281250 +6 7 18 1.001987 19,18,17,16,220,20,15,1272 23.906250,23.390625,20.281250,17.312500,16.343750,15.234375,14.140625,13.898438 +7 0 13 0.001320 13,198,271,14778,382,627,320,1432 23.046875,15.085938,15.039062,13.835938,13.460938,13.054688,12.367188,12.289062 +7 1 15 0.001108 15,16,410,220,17,931,1721,18 24.765625,17.343750,16.671875,15.023438,14.445312,13.632812,13.617188,12.914062 +7 2 320 3.342915 198,271,2326,1432,320,11,1914,4815 17.390625,16.890625,15.171875,14.828125,14.789062,13.828125,13.539062,13.265625 +7 3 2485 0.770491 2485,20241,1277,64046,3791,359,3788,4151 15.609375,13.648438,13.054688,12.953125,12.734375,12.414062,12.242188,12.156250 +7 4 1129 0.007261 1129,25,322,28,340,14712,696,487 20.531250,14.984375,12.640625,12.492188,11.914062,11.414062,11.398438,10.710938 +7 5 86331 0.324373 86331,71,2185,5316,1059,2203,268,49537 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20.875000,18.531250,17.546875,17.296875,15.656250,15.484375,14.484375,14.312500 +70 1 389 0.385927 389,304,439,571,520,315,1174,369 22.515625,21.468750,20.046875,18.203125,16.937500,16.390625,16.062500,16.046875 +70 2 264 4.162481 279,459,264,578,48183,54943,19150,12707 19.671875,16.671875,15.648438,15.140625,14.960938,14.750000,14.187500,14.085938 +70 3 1403 6.098404 220,12707,9417,18588,6007,19150,54943,4101 17.406250,16.312500,16.296875,14.781250,14.320312,14.296875,14.296875,13.914062 +70 4 571 3.030865 482,29137,961,12,571,9417,18243,21925 18.343750,17.625000,17.078125,16.265625,16.125000,15.789062,14.789062,14.148438 +70 5 12 0.134748 12,482,961,4581,9417,4248,571,313 17.875000,14.625000,13.578125,13.304688,13.273438,13.132812,12.687500,12.234375 +70 6 31 0.828941 31,4581,40391,571,9417,961,752,482 16.625000,16.359375,15.250000,13.382812,13.000000,12.953125,12.460938,11.867188 +70 7 961 0.616442 961,12,9417,482,571,6596,4581,9568 18.125000,17.437500,15.703125,15.453125,14.578125,14.539062,14.335938,13.804688 +71 0 9417 0.584200 9417,12707,4101,3361,51728,20156,3446,220 17.890625,16.843750,15.351562,15.203125,14.468750,14.351562,13.859375,13.796875 +71 1 15952 8.828737 315,330,2663,389,320,1174,4101,304 19.312500,15.273438,15.203125,15.125000,14.796875,14.710938,14.617188,14.390625 +71 2 315 0.338160 315,389,304,369,1174,320,330,25891 19.765625,18.156250,17.484375,15.492188,15.445312,15.117188,14.867188,14.789062 +71 3 279 0.049135 279,578,54943,16071,19150,264,18588,7658 20.062500,15.796875,15.039062,14.000000,13.773438,13.546875,13.328125,13.320312 +71 4 12707 0.343388 12707,18588,94455,8013,13740,1317,5526,19150 18.468750,16.328125,15.351562,15.109375,14.875000,14.210938,14.179688,14.023438 +71 5 4101 0.138838 4101,20156,1501,18629,27883,23160,571,6275 20.625000,18.109375,17.015625,16.046875,15.328125,15.132812,15.125000,14.148438 +71 6 468 5.708632 54943,578,1174,6460,220,14937,19150,4923 13.578125,13.289062,12.382812,12.296875,12.054688,11.937500,11.882812,11.875000 +71 7 1802 0.088182 1802,6310,952,15386,4977,19011,25662,1924 18.109375,14.812500,14.210938,12.421875,12.289062,11.921875,11.851562,11.742188 +72 0 279 0.008417 279,578,259,3216,662,1174,389,220 22.687500,17.718750,14.132812,13.976562,13.546875,13.234375,13.195312,13.164062 +72 1 15371 0.015404 15371,4987,24830,29420,198,662,5710,79169 22.140625,17.812500,14.460938,13.515625,13.367188,13.351562,13.242188,13.023438 +72 2 1174 2.295662 662,1174,304,2652,220,16853,389,323 18.531250,16.843750,16.437500,16.343750,15.789062,15.492188,15.039062,15.023438 +72 3 8272 2.671564 5737,40500,323,8272,902,304,439,16662 16.375000,15.750000,15.710938,15.445312,15.421875,15.351562,14.820312,14.523438 +72 4 555 0.056173 555,304,20193,264,571,3010,7214,449 22.328125,18.671875,17.031250,16.734375,16.625000,16.312500,16.312500,15.960938 +72 5 459 2.978027 264,40500,2500,459,27351,279,813,8810 19.843750,17.687500,17.562500,17.312500,16.796875,16.531250,16.375000,16.218750 +72 6 11341 0.255905 11341,9417,571,6287,653,15718,220,5936 20.671875,19.031250,16.156250,15.945312,15.804688,15.734375,15.398438,15.281250 +72 7 389 0.543549 389,304,439,571,520,315,449,220 22.546875,22.109375,19.265625,17.953125,17.531250,16.734375,16.421875,16.343750 +73 0 279 0.628687 279,264,459,2500,578,220,54943,48183 17.828125,16.953125,15.796875,15.203125,13.984375,13.695312,13.445312,13.218750 +73 1 12707 0.927380 12707,220,18588,13740,8013,9417,94455,1890 17.140625,16.375000,15.390625,14.195312,14.156250,13.914062,13.882812,13.609375 +73 2 4101 0.228477 4101,1501,20156,18629,25999,571,23160,9417 19.781250,17.140625,16.859375,16.531250,15.546875,15.414062,15.148438,14.664062 +73 3 29878 5.348196 54943,578,220,386,6460,469,1174,7658 12.937500,12.796875,12.140625,11.820312,11.789062,11.781250,11.617188,11.593750 +73 4 86493 0.198702 86493,2299,535,344,2270,18734,1924,43672 21.750000,20.093750,17.984375,16.390625,13.406250,13.109375,11.945312,11.671875 +73 5 304 0.650206 304,662,1174,220,571,2652,439,389 18.562500,17.703125,16.218750,15.468750,15.328125,15.140625,14.890625,14.585938 +73 6 6841 4.238417 220,279,5651,6664,5887,6287,264,6841 22.500000,20.296875,19.515625,18.937500,18.921875,18.875000,18.703125,18.578125 +73 7 220 0.299887 220,315,662,430,571,1174,279,323 22.390625,21.156250,18.250000,17.953125,17.796875,16.765625,16.687500,16.656250 +74 0 1049 0.020910 1049,679,12171,220,315,17,16,12652 21.531250,17.515625,13.609375,13.351562,13.351562,12.585938,12.546875,12.148438 +74 1 23 0.027273 23,24,22,21,20,15,19,16 25.046875,21.390625,18.093750,17.765625,15.210938,14.046875,13.656250,13.320312 +74 2 662 0.253469 662,16853,571,1174,220,2652,6905,323 19.265625,16.359375,16.125000,15.906250,15.789062,15.382812,15.351562,14.867188 +74 3 1283 2.035439 763,720,1283,426,220,571,8563,4815 16.796875,16.453125,15.890625,15.039062,14.195312,14.171875,14.164062,14.062500 +74 4 1047 2.159113 9922,6476,1047,59335,574,27212,1101,1903 19.000000,18.406250,18.218750,18.062500,17.640625,17.578125,17.531250,17.031250 +74 5 264 0.257093 264,40500,13073,2500,8810,459,279,1403 20.406250,18.015625,17.375000,16.781250,16.437500,16.281250,16.156250,15.679688 +74 6 46350 3.071644 40500,3560,8810,46350,12899,9099,1925,6522 18.734375,18.406250,18.140625,16.734375,16.187500,15.671875,15.281250,15.164062 +74 7 3560 0.242682 3560,8810,40500,571,1174,6445,12899,198 20.015625,18.000000,17.250000,16.859375,14.226562,13.976562,13.929688,13.593750 +75 0 304 1.089823 389,304,439,571,505,315,2391,1174 20.984375,20.718750,20.046875,17.265625,16.968750,16.343750,16.328125,16.234375 +75 1 5899 11.415611 279,220,264,578,54943,3280,13740,1403 20.062500,16.718750,14.851562,13.882812,13.250000,13.093750,13.070312,12.859375 +75 2 18243 0.250999 18243,571,220,9417,315,704,5596,24871 19.578125,17.828125,16.437500,15.203125,14.812500,14.507812,13.953125,13.718750 +75 3 315 0.066456 315,571,304,389,439,320,505,1174 21.656250,17.343750,17.125000,17.109375,16.484375,16.218750,16.015625,16.000000 +75 4 279 0.060007 279,578,220,468,54943,264,14937,16071 19.156250,14.179688,13.757812,13.421875,13.351562,13.132812,12.937500,12.835938 +75 5 12707 0.453785 12707,220,18588,94455,4101,13740,8013,20156 18.359375,16.734375,16.140625,14.937500,14.062500,14.062500,14.031250,13.781250 +75 6 4101 0.078123 4101,20156,571,1501,18629,23160,27883,6275 20.890625,17.921875,15.976562,15.914062,14.968750,14.382812,13.859375,13.687500 +75 7 49922 3.442429 578,21256,54943,14937,468,7658,49922,220 13.039062,12.703125,12.625000,12.406250,12.390625,12.265625,12.234375,12.203125 +76 0 1919 0.000284 1919,88,29646,44110,13892,10,489,14221 23.718750,13.601562,13.531250,13.492188,13.046875,12.820312,12.523438,12.085938 +76 1 304 0.729830 304,505,1990,1174,439,6041,571,2391 18.890625,17.671875,17.171875,16.531250,16.031250,16.031250,15.750000,15.726562 +76 2 220 0.029144 220,279,3389,6790,6186,6841,4216,6664 23.093750,18.937500,16.875000,16.609375,16.296875,16.250000,16.171875,15.398438 +76 3 679 1.603031 1049,679,220,2550,17,2366,323,508 20.218750,18.843750,12.562500,12.250000,11.281250,11.195312,11.023438,11.007812 +76 4 15 0.336094 15,16,17,18,19,20,21,22 23.453125,22.015625,20.937500,20.328125,19.421875,18.937500,17.781250,17.234375 +76 5 1174 1.835489 662,1174,323,482,571,16853,220,439 17.625000,17.015625,16.921875,16.437500,16.437500,15.156250,15.078125,14.812500 +76 6 439 3.312443 323,5737,8272,220,439,1405,26449,1243 16.609375,16.406250,16.375000,15.445312,14.976562,14.726562,14.710938,14.664062 +76 7 330 2.973524 1664,264,279,330,2999,29517,571,1719 14.789062,14.210938,14.078125,13.328125,12.687500,12.070312,12.046875,11.468750 +77 0 735 5.965342 29517,2999,8683,4997,36857,4488,18747,6812 13.101562,12.359375,12.304688,12.257812,12.000000,11.898438,11.898438,11.851562 +77 1 40608 2.631075 82481,5230,40608,16414,9188,575,1291,402 15.421875,14.890625,14.007812,13.898438,12.640625,12.570312,12.343750,12.296875 +77 2 69168 6.559959 330,23074,364,10690,423,34131,662,52294 16.953125,15.164062,14.742188,13.812500,13.671875,13.429688,13.375000,13.078125 +77 3 330 0.080305 330,662,1174,571,6360,2652,6058,482 19.765625,16.125000,15.421875,14.335938,14.062500,13.929688,13.804688,13.726562 +77 4 662 0.762892 662,1174,16853,220,2652,323,571,6905 17.703125,16.890625,15.390625,15.335938,15.218750,15.070312,14.226562,14.195312 +77 5 426 2.131809 763,720,426,1283,8563,220,571,4815 16.453125,15.812500,15.570312,15.343750,14.718750,14.421875,13.984375,13.914062 +77 6 11206 0.000233 11206,571,40437,220,24889,482,31,3514 24.609375,15.398438,13.031250,12.804688,12.757812,12.656250,12.640625,12.335938 +77 7 466 0.000595 466,1565,700,668,424,5153,655,531 25.781250,16.843750,16.421875,16.093750,15.898438,15.640625,15.453125,15.367188 +78 0 59335 2.673613 9922,1047,6476,1101,59335,27212,574,1903 18.218750,17.703125,17.687500,17.125000,17.109375,16.906250,16.812500,16.625000 +78 1 304 0.589060 304,16662,439,449,389,571,3235,1174 20.890625,20.281250,19.156250,16.765625,16.734375,16.500000,15.992188,15.890625 +78 2 279 0.320694 279,264,1403,459,3116,2380,220,3892 17.906250,16.046875,14.953125,14.007812,13.851562,13.781250,13.546875,13.015625 +78 3 220 0.856020 220,12707,1514,34596,4632,18588,6566,94455 17.156250,15.812500,15.375000,15.117188,14.851562,14.835938,13.687500,13.421875 +78 4 679 0.072474 679,1049,2550,220,3753,17,2366,605 20.609375,17.875000,13.734375,12.960938,12.781250,12.671875,12.664062,12.640625 +78 5 16 0.981245 16,15,17,18,19,20,21,22 22.296875,22.187500,21.437500,20.703125,19.734375,19.078125,17.906250,17.328125 +78 6 4632 1.749563 12707,4632,34596,1514,18588,5788,9417,6566 16.171875,15.968750,15.851562,15.382812,14.539062,14.320312,13.820312,13.601562 +78 7 25145 10.296115 578,1174,330,362,2650,6187,3092,4418 12.320312,11.789062,11.429688,10.484375,10.359375,10.304688,10.171875,10.164062 +79 0 85375 0.754715 85375,73241,276,519,689,47228,1291,82 16.593750,16.000000,14.187500,14.046875,13.835938,13.750000,13.390625,13.296875 +79 1 15910 2.460529 1174,220,323,15910,555,662,40500,16662 16.031250,15.437500,15.382812,15.359375,15.179688,14.937500,14.898438,14.570312 +79 2 555 0.009592 555,571,1174,220,323,304,16662,369 22.281250,17.250000,14.359375,14.039062,13.929688,13.515625,13.468750,13.242188 +79 3 12366 4.986917 11517,14596,4418,8563,26035,9589,435,15387 14.515625,14.359375,13.664062,13.476562,12.929688,12.187500,12.109375,11.953125 +79 4 2009 0.021744 2009,323,17527,1901,514,23109,17638,13972 20.031250,13.757812,13.640625,13.632812,12.960938,12.898438,12.460938,12.453125 +79 5 546 0.000261 546,21446,632,354,3935,10443,35515,688 26.203125,16.453125,16.359375,15.882812,15.101562,14.742188,14.562500,14.320312 +79 6 72 0.001478 72,285,64044,3422,602,648,10462,307 24.250000,16.625000,15.421875,15.414062,14.640625,14.562500,14.195312,14.164062 +79 7 662 0.977125 662,1174,323,220,2652,16853,6905,571 18.921875,18.609375,18.062500,17.109375,16.687500,15.820312,14.882812,14.726562 diff --git a/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_mixtral-8x7b-instruct_default_w1.tsv b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_mixtral-8x7b-instruct_default_w1.tsv new file mode 100644 index 000000000..0d5806cd6 --- /dev/null +++ b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_mixtral-8x7b-instruct_default_w1.tsv @@ -0,0 +1,132 @@ +# model models/mlx/mixtral-8x7b-instruct-v0.1-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 326253 +# chunks 128 chunk_tokens 1 topk 8 prefill 0 +# columns chunk pos target nll top_ids top_logits +0 0 12217 10.528704 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13.820312,12.921875,12.781250,12.578125,12.289062,12.179688,12.070312,12.039062 +106 0 325 4.499508 13,415,28740,842,583,315,523,28750 15.335938,13.718750,13.164062,13.156250,12.726562,12.648438,12.476562,12.406250 +107 0 28735 5.913185 2628,3260,28743,908,28740,28705,470,4176 14.304688,13.054688,12.476562,12.234375,11.750000,11.710938,11.679688,11.617188 +108 0 28723 6.195166 1251,8367,2729,269,915,1086,833,3389 15.109375,14.859375,13.968750,13.898438,13.453125,13.453125,13.328125,13.320312 +109 0 5625 11.925632 13,1056,5515,3549,842,1631,11698,7227 15.531250,15.234375,14.632812,14.273438,13.289062,12.898438,12.773438,12.570312 +110 0 472 10.603514 643,338,2742,490,606,291,705,2294 16.656250,16.468750,15.656250,15.460938,15.148438,15.109375,15.031250,14.976562 +111 0 28725 3.049252 302,28723,28725,304,297,349,28733,298 15.648438,15.304688,14.937500,14.429688,14.328125,14.187500,13.695312,13.585938 +112 0 418 5.753298 13,325,272,28705,732,264,1939,304 17.796875,16.078125,15.976562,15.976562,15.968750,15.726562,15.648438,15.429688 +113 0 28723 5.443947 327,28725,473,2934,3000,374,12322,3972 13.859375,13.000000,12.750000,11.976562,11.976562,11.960938,11.664062,11.507812 +114 0 25959 13.320164 13,1056,5515,3549,842,1631,11698,7227 15.531250,15.234375,14.632812,14.273438,13.289062,12.898438,12.773438,12.570312 +115 0 789 4.603451 2047,941,262,300,912,789,276,12553 19.859375,17.937500,17.828125,16.437500,16.031250,15.710938,15.703125,15.687500 +116 0 524 9.349936 13,276,28723,6234,28727,28712,849,912 14.304688,13.796875,12.554688,12.515625,12.265625,12.070312,12.046875,12.015625 +117 0 274 6.285221 3676,1251,14821,2192,1087,2951,14468,3665 13.625000,13.171875,12.703125,12.546875,12.500000,12.492188,12.476562,12.273438 +118 0 13600 9.927588 28784,13,1391,517,822,381,18916,4083 11.789062,11.562500,11.382812,11.062500,10.929688,10.875000,10.773438,10.710938 +119 0 28725 4.800744 13,705,380,293,375,276,357,321 13.867188,13.492188,12.148438,12.132812,11.921875,11.898438,11.562500,11.335938 +120 0 399 6.378298 13,325,272,28705,732,264,1939,304 17.796875,16.078125,15.976562,15.976562,15.968750,15.726562,15.648438,15.429688 +121 0 28723 4.171021 2014,4947,20336,11672,28723,1906,1604,1383 12.609375,12.187500,11.539062,11.343750,11.070312,10.960938,10.953125,10.929688 +122 0 1537 10.390476 13,1056,5515,3549,842,1631,11698,7227 15.531250,15.234375,14.632812,14.273438,13.289062,12.898438,12.773438,12.570312 +123 0 6113 11.576218 315,28725,368,1236,456,272,767,378 20.296875,20.062500,19.921875,18.656250,18.484375,18.468750,18.328125,17.843750 +124 0 1040 8.893785 631,6113,13,25062,338,17825,11746,28723 15.460938,15.039062,13.921875,13.046875,12.796875,11.500000,11.382812,11.335938 +125 0 345 7.755377 13,27920,28821,28705,486,12789,2463,415 18.187500,17.421875,16.375000,16.312500,16.015625,15.601562,15.539062,15.484375 +126 0 8638 13.662020 1730,28737,1014,1976,3260,28741,13,8543 18.453125,14.304688,13.828125,12.812500,12.812500,12.812500,12.796875,12.789062 +127 0 318 8.548044 13,327,28723,1551,28747,597,349,564 14.789062,14.554688,13.570312,13.500000,12.046875,11.921875,11.867188,11.843750 diff --git a/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_mixtral-8x7b-instruct_default_w256.tsv b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_mixtral-8x7b-instruct_default_w256.tsv new file mode 100644 index 000000000..a92690aef --- /dev/null +++ b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_mixtral-8x7b-instruct_default_w256.tsv @@ -0,0 +1,516 @@ +# model models/mlx/mixtral-8x7b-instruct-v0.1-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 326253 +# chunks 2 chunk_tokens 256 topk 8 prefill 0 +# columns chunk pos target nll top_ids top_logits +0 0 12217 10.524989 1247,422,1186,3660,22478,726,7299,589 12.039062,10.265625,9.781250,9.507812,9.265625,8.929688,8.718750,8.421875 +0 1 570 4.674901 28707,313,21861,515,593,321,278,309 14.101562,13.734375,13.625000,13.335938,13.195312,13.039062,12.968750,12.203125 +0 2 510 0.056217 510,338,28744,28729,8440,314,28717,28708 19.000000,15.789062,14.125000,12.906250,11.765625,11.656250,11.203125,11.085938 +0 3 28733 6.446737 28745,564,8323,3929,28732,28723,5896,13 12.234375,11.640625,11.609375,11.421875,11.156250,11.000000,10.976562,10.593750 +0 4 28750 4.384905 532,8323,11465,3839,28740,5527,28750,5041 10.617188,10.562500,10.234375,10.054688,10.031250,9.679688,9.625000,9.437500 +0 5 3735 9.035905 28734,28733,28723,28745,13,325,28782,28725 14.406250,14.000000,13.000000,12.656250,12.445312,12.398438,12.171875,11.757812 +0 6 3198 5.903425 3286,13,9888,5284,325,28705,288,673 15.429688,15.250000,14.890625,14.718750,14.195312,13.898438,13.875000,13.507812 +0 7 20272 0.005610 20272,267,28720,19445,21380,12992,1079,715 18.718750,11.585938,11.507812,10.835938,10.687500,10.671875,10.289062,10.218750 +0 8 327 9.408554 13,325,28723,28756,28725,28752,28705,28747 18.390625,17.687500,16.609375,16.156250,16.140625,15.500000,15.148438,15.109375 +0 9 13 4.037151 3047,22568,965,1647,28705,12217,13,3735 16.203125,15.023438,14.632812,14.539062,13.875000,13.156250,13.039062,12.265625 +0 10 13 1.017748 13,3047,13940,28751,2287,28780,28705,12 13.429688,11.750000,11.484375,11.351562,11.140625,10.820312,10.812500,10.539062 +0 11 4220 7.201519 3260,1014,28736,28780,13,2287,28766,1064 11.687500,11.656250,11.601562,11.484375,10.976562,10.937500,10.523438,10.476562 +0 12 260 6.234407 28747,2696,7596,714,9066,2245,1178,327 18.203125,15.679688,15.234375,14.867188,14.765625,14.679688,14.406250,14.359375 +0 13 714 2.374447 342,327,714,15255,12,13,13623,3550 16.375000,16.031250,15.109375,13.789062,13.781250,13.570312,13.328125,12.531250 +0 14 4449 1.974518 4449,12217,3550,523,28705,733,732,275 16.312500,15.679688,15.593750,15.500000,15.500000,15.476562,14.828125,14.820312 +0 15 1508 0.005770 1508,28747,714,13,327,28733,421,9941 20.781250,14.906250,13.718750,13.234375,12.500000,11.703125,11.609375,11.265625 +0 16 28716 2.756245 6222,2849,26725,28716,28715,269,28713,23682 15.867188,14.335938,14.039062,13.976562,13.656250,13.390625,12.960938,12.828125 +0 17 786 0.015974 786,468,28750,331,495,2630,6507,1384 21.031250,16.671875,12.960938,12.757812,12.734375,12.507812,12.460938,12.218750 +0 18 3080 0.000011 3080,6207,1157,1576,18700,10523,4082,2560 26.421875,14.648438,12.421875,12.054688,11.382812,11.234375,11.046875,10.734375 +0 19 1797 0.000362 1797,2105,9288,20107,23744,28678,28733,7197 23.828125,14.617188,14.398438,14.109375,13.945312,13.125000,12.359375,12.156250 +0 20 28723 0.000050 28723,28733,13,28748,28725,1115,28750,28747 24.171875,13.460938,12.625000,12.070312,11.101562,10.421875,10.242188,9.921875 +0 21 1115 0.000895 1115,675,4798,2591,691,1001,6222,2432 23.390625,16.015625,14.500000,13.031250,12.546875,12.062500,11.484375,11.421875 +0 22 28748 0.000422 28748,13,28723,421,26882,28756,28747,28705 23.578125,14.671875,14.210938,13.500000,13.390625,12.226562,11.820312,11.703125 +0 23 4201 0.018448 4201,10038,28780,28713,28716,4754,11338,28726 17.875000,12.179688,11.304688,11.289062,10.796875,10.687500,10.632812,10.000000 +0 24 20363 0.000002 20363,25716,6591,555,6491,25436,293,323 29.156250,15.500000,14.007812,13.148438,12.992188,12.359375,12.242188,11.890625 +0 25 28748 0.003130 28748,13,11912,17713,28705,25415,421,28723 21.484375,14.968750,13.398438,12.515625,12.257812,12.039062,11.906250,11.875000 +0 26 28735 7.414073 18509,28780,28768,28713,28720,28727,1389,28717 13.937500,12.039062,11.414062,11.117188,10.906250,10.835938,10.695312,10.601562 +0 27 2230 1.895703 1189,2230,2190,364,794,1379,7855,8330 13.890625,13.625000,13.406250,12.265625,12.234375,12.078125,11.515625,11.468750 +0 28 5712 0.044493 5712,19714,2314,7226,9701,2383,14787,28748 17.406250,13.484375,13.335938,10.234375,10.210938,9.640625,9.632812,9.539062 +0 29 28748 0.029745 28748,28733,13,1146,7982,28730,28747,28705 17.953125,13.195312,12.937500,12.601562,11.859375,11.507812,10.492188,10.218750 +0 30 18509 0.890083 18509,28780,13845,28727,23954,15941,28716,2383 12.875000,12.617188,10.554688,9.585938,9.382812,9.375000,9.031250,8.851562 +0 31 570 0.042583 570,4371,279,473,294,5379,3790,278 21.437500,16.656250,16.500000,16.359375,15.828125,15.398438,15.320312,14.960938 +0 32 510 0.000002 510,28744,338,1205,23049,310,8440,13 30.921875,17.500000,15.054688,14.765625,13.070312,12.960938,12.851562,12.632812 +0 33 13 1.290497 28733,13,28730,327,325,259,28705,28750 17.078125,16.390625,14.984375,13.796875,12.992188,12.890625,12.882812,12.859375 +0 34 3540 6.740934 13,9428,4841,7301,15774,2171,5332,2269 15.406250,13.835938,12.468750,12.445312,12.328125,11.867188,11.726562,11.664062 +0 35 673 0.866322 673,6306,6591,1123,14254,10286,28733,3351 14.242188,12.343750,12.296875,12.273438,12.242188,11.757812,11.507812,11.234375 +0 36 260 0.656776 260,2287,259,355,28705,273,5390,28747 17.359375,17.109375,13.695312,13.546875,13.476562,12.960938,12.687500,12.273438 +0 37 714 0.000208 714,12,29000,327,2753,28747,325,2137 24.281250,14.960938,13.265625,12.914062,12.585938,12.226562,12.203125,12.179688 +0 38 275 1.953793 1369,275,5835,28705,12217,3735,464,345 17.296875,16.453125,16.343750,16.078125,14.687500,14.570312,14.507812,14.429688 +0 39 849 0.038689 849,7137,28707,28710,2630,28750,14579,1613 21.968750,18.703125,14.375000,13.039062,12.710938,12.375000,12.296875,11.945312 +0 40 570 0.003742 570,13189,473,279,4371,536,5379,412 21.875000,15.828125,13.921875,13.734375,12.140625,12.093750,11.914062,11.757812 +0 41 510 0.000004 510,28744,310,1205,8705,2254,5735,28729 31.171875,18.734375,16.296875,13.398438,13.328125,12.296875,12.296875,11.601562 +0 42 28733 0.144541 28733,13,28730,28750,28723,28748,325,28705 18.828125,16.515625,15.039062,14.140625,13.843750,13.007812,12.867188,12.664062 +0 43 28750 0.034027 28750,28740,1613,15941,269,1507,9310,1363 17.562500,13.757812,12.164062,9.773438,9.742188,9.718750,9.578125,9.210938 +0 44 28733 1.089025 13,28733,28723,28730,325,28748,28725,1369 18.046875,17.515625,14.898438,14.375000,14.187500,13.390625,13.281250,13.242188 +0 45 1507 0.407581 1507,28728,1613,28740,2398,370,16193,13641 16.562500,14.859375,14.375000,13.820312,13.679688,12.507812,12.179688,11.585938 +0 46 28733 0.165010 28733,13,28748,28723,325,28730,28725,28705 19.609375,17.734375,14.679688,14.351562,13.710938,13.609375,13.320312,12.554688 +0 47 28728 0.001503 28728,1389,11961,9501,28740,11484,391,2398 20.937500,13.234375,12.968750,11.968750,11.734375,11.125000,10.851562,10.796875 +0 48 28740 0.016689 28740,28750,28734,28770,28782,28781,28783,28784 20.781250,16.296875,15.125000,13.187500,12.773438,12.429688,12.343750,11.781250 +0 49 13 0.075003 13,28723,28748,325,28725,28705,28733,2287 20.078125,16.125000,16.015625,15.648438,15.148438,14.468750,14.101562,13.476562 +0 50 16990 1.637567 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20.765625,20.203125,19.421875,18.562500,18.109375,17.875000,17.578125,17.156250 +1 199 403 3.541750 835,553,659,6178,4226,868,403,4580 21.484375,19.875000,19.531250,19.296875,19.250000,19.062500,18.656250,18.375000 +1 200 4815 2.386274 835,264,4815,12526,27242,868,297,2062 20.234375,18.781250,18.593750,18.031250,17.781250,17.718750,17.703125,17.531250 +1 201 297 0.567060 297,390,13291,486,354,1076,298,369 22.406250,21.953125,18.968750,18.703125,18.453125,18.031250,17.703125,17.375000 +1 202 272 0.432562 272,264,28705,516,396,989,415,1698 20.890625,19.546875,18.906250,17.671875,16.625000,16.171875,15.953125,15.812500 +1 203 28705 1.648954 3905,28705,8575,1736,2966,18901,1156,5374 18.390625,18.203125,17.593750,17.343750,16.859375,16.859375,16.515625,15.640625 +1 204 28750 0.007109 28750,28740,28782,28770,13,28781,28784,28734 21.687500,16.078125,13.976562,13.960938,13.523438,13.484375,13.156250,12.890625 +1 205 28734 0.000870 28734,292,28740,28782,28781,28750,28705,28783 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25.890625,16.671875,14.546875,14.062500,12.429688,12.101562,12.046875,11.250000 +1 234 304 0.912508 1200,304,2753,297,842,477,390,28725 20.718750,20.562500,18.828125,17.453125,16.500000,16.390625,15.906250,15.835938 +1 235 272 0.594398 272,438,415,868,2062,297,1076,835 19.656250,19.015625,17.031250,16.859375,16.234375,15.414062,15.296875,15.078125 +1 236 7670 1.418091 7670,382,976,1450,23436,7470,5505,367 15.585938,15.101562,14.414062,14.210938,13.656250,13.523438,13.515625,13.335938 +1 237 749 0.000626 749,1742,16302,28709,6526,297,11958,3378 25.984375,18.281250,16.890625,15.140625,14.148438,13.914062,13.234375,12.757812 +1 238 689 0.008230 689,15209,1209,16597,13,28705,1200,334 22.187500,17.171875,13.882812,13.070312,12.984375,12.757812,12.734375,12.625000 +1 239 11959 0.000111 11959,3873,14403,402,1396,15164,328,22008 25.234375,15.492188,14.476562,13.765625,12.937500,12.484375,12.093750,11.976562 +1 240 24264 0.003647 24264,10563,6452,401,15209,4990,13,13001 24.140625,17.640625,17.265625,16.640625,15.406250,15.234375,13.914062,13.390625 +1 241 297 0.104660 297,1200,2753,15209,304,842,18635,4222 20.875000,18.078125,16.968750,16.171875,15.750000,15.203125,14.570312,14.062500 +1 242 4222 0.012550 4222,3658,6287,28705,20491,17465,6021,5971 23.218750,18.390625,17.000000,15.726562,15.210938,14.687500,14.640625,14.289062 +1 243 842 1.342175 1200,842,2753,304,297,28723,28725,390 20.187500,19.640625,19.515625,17.453125,15.781250,15.117188,14.992188,14.828125 +1 244 650 0.568218 650,560,365,415,13,1725,851,2354 21.203125,20.031250,19.468750,18.343750,17.890625,17.687500,17.546875,17.218750 +1 245 403 2.533451 835,553,403,4226,4580,6178,868,659 20.937500,19.234375,19.109375,18.890625,18.843750,18.484375,18.218750,17.656250 +1 246 10666 5.989916 835,4815,868,2062,27242,264,12526,18410 20.171875,19.562500,17.265625,17.140625,16.921875,16.859375,16.671875,16.406250 +1 247 486 0.229073 486,297,304,1076,354,390,736,356 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23.250000,15.359375,11.820312,11.656250,10.812500,10.609375,10.539062,10.531250 +1 255 13291 0.094751 13291,297,9089,390,395,1679,2267,9439 22.046875,18.906250,18.015625,17.765625,17.765625,16.390625,16.390625,15.570312 diff --git a/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_mixtral-8x7b-instruct_default_w8.tsv b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_mixtral-8x7b-instruct_default_w8.tsv new file mode 100644 index 000000000..4d64966ec --- /dev/null +++ b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_mixtral-8x7b-instruct_default_w8.tsv @@ -0,0 +1,644 @@ +# model models/mlx/mixtral-8x7b-instruct-v0.1-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 326253 +# chunks 80 chunk_tokens 8 topk 8 prefill 512 +# columns chunk pos target nll top_ids top_logits +0 0 12217 10.528704 1247,422,1186,3660,22478,726,7299,589 12.046875,10.273438,9.781250,9.515625,9.265625,8.937500,8.726562,8.421875 +0 1 570 4.681443 28707,313,21861,515,593,321,278,309 14.101562,13.734375,13.625000,13.328125,13.187500,13.039062,12.968750,12.203125 +0 2 510 0.057486 510,338,28744,28729,8440,314,28717,28708 18.984375,15.796875,14.132812,12.914062,11.765625,11.656250,11.203125,11.085938 +0 3 28733 6.447875 28745,564,8323,3929,28732,28723,5896,13 12.234375,11.640625,11.617188,11.414062,11.148438,11.000000,10.984375,10.593750 +0 4 28750 4.389587 532,8323,11465,3839,28740,5527,28750,5041 10.609375,10.562500,10.242188,10.046875,10.031250,9.671875,9.617188,9.429688 +0 5 3735 9.042591 28734,28733,28723,28745,13,325,28782,28725 14.406250,13.992188,13.007812,12.656250,12.445312,12.398438,12.171875,11.757812 +0 6 3198 5.899668 3286,13,9888,5284,325,28705,288,673 15.421875,15.234375,14.875000,14.703125,14.179688,13.882812,13.859375,13.500000 +0 7 20272 0.005680 20272,267,28720,19445,21380,12992,1079,715 18.703125,11.585938,11.507812,10.828125,10.679688,10.664062,10.289062,10.210938 +1 0 327 0.727131 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28750,28740,13,28782,28770,28784,8575,28781 22.578125,14.882812,14.437500,13.335938,13.296875,12.859375,12.554688,12.523438 +74 4 28734 0.000288 28734,28705,28782,28733,17142,28740,28781,28750 23.781250,13.796875,13.375000,13.054688,12.773438,12.765625,12.617188,12.562500 +74 5 28734 0.002474 28734,28740,28705,362,28750,28787,13,28733 21.703125,15.687500,10.046875,9.921875,8.828125,8.687500,8.546875,8.515625 +74 6 28787 0.150486 28787,28784,28783,28774,28782,28781,28734,28770 20.250000,17.953125,17.359375,15.093750,12.210938,10.414062,9.945312,9.468750 +74 7 18635 2.352747 8575,2966,18635,1156,1187,5430,3518,4480 18.031250,17.703125,16.781250,16.718750,15.523438,15.125000,15.023438,14.968750 +75 0 4885 0.037506 4885,1219,1156,25661,8928,18860,18957,24900 22.750000,19.203125,17.875000,14.914062,13.890625,13.515625,13.492188,13.335938 +75 1 302 0.082695 302,415,1200,28705,464,330,10827,28725 21.843750,18.359375,17.406250,14.820312,14.789062,14.765625,14.679688,14.554688 +75 2 1602 8.287254 272,415,3655,10827,330,399,334,5966 19.312500,18.250000,15.914062,15.507812,15.445312,15.320312,14.828125,14.750000 +75 3 298 0.144316 298,1791,315,6025,28714,6428,15465,412 20.015625,17.265625,16.468750,16.296875,14.656250,14.390625,14.351562,14.304688 +75 4 6119 1.467525 3433,6119,15259,6021,15960,2483,318,2941 20.500000,19.656250,18.734375,17.703125,16.968750,16.703125,16.531250,16.296875 +75 5 331 0.000002 331,333,643,1151,1074,380,673,13 31.281250,17.812500,16.031250,15.585938,14.023438,13.515625,12.562500,12.539062 +75 6 10666 2.989258 4241,438,486,1200,10666,842,297,272 20.093750,17.968750,17.703125,17.640625,17.500000,16.859375,14.921875,14.914062 +75 7 486 0.003002 486,304,438,2463,28705,354,13,1200 23.734375,17.718750,14.093750,14.062500,13.820312,13.304688,13.140625,13.085938 +76 0 9574 6.941660 2215,399,3655,12642,10590,524,20468,320 17.437500,16.906250,16.750000,16.515625,16.343750,16.218750,16.078125,16.000000 +76 1 412 0.009199 412,14180,386,3186,816,382,14475,331 21.609375,16.281250,15.132812,14.546875,13.921875,13.835938,12.484375,12.460938 +76 2 399 0.003637 399,16506,6428,384,318,6359,20165,14135 22.093750,15.640625,13.945312,13.164062,12.578125,12.281250,12.187500,12.132812 +76 3 423 0.000004 423,2020,313,4016,4643,1022,1184,696 28.765625,14.812500,13.898438,13.343750,12.851562,12.796875,12.664062,12.546875 +76 4 405 0.000168 405,28729,18727,10774,945,4457,1200,842 25.390625,16.015625,15.210938,13.968750,13.140625,13.039062,12.648438,12.632812 +76 5 842 0.910549 842,438,304,1200,2753,297,354,690 19.906250,19.546875,19.390625,17.781250,15.523438,15.390625,15.343750,14.875000 +76 6 1602 11.774317 650,560,28705,365,415,13,851,2354 21.593750,20.515625,19.953125,19.093750,18.265625,17.828125,17.359375,16.093750 +76 7 298 0.002087 298,1791,6119,863,403,532,13,272 25.156250,18.781250,15.453125,15.179688,14.664062,14.437500,14.304688,14.046875 +77 0 6119 0.001028 6119,334,27960,4432,13,28705,403,22457 25.687500,17.906250,17.781250,15.765625,14.921875,14.390625,13.984375,13.578125 +77 1 331 0.000002 331,3245,864,13,358,457,673,303 28.984375,14.578125,13.460938,13.203125,12.851562,12.820312,12.414062,12.179688 +77 2 403 0.150867 403,349,4580,9877,12526,1200,4923,5591 21.640625,18.468750,18.328125,17.796875,17.296875,17.093750,16.453125,16.265625 +77 3 7885 0.070843 7885,4241,264,341,835,907,4961,2818 21.484375,17.687500,17.078125,16.546875,16.109375,15.429688,15.148438,15.109375 +77 4 438 0.057325 438,297,486,390,356,354,477,802 23.187500,20.171875,17.218750,16.703125,16.359375,16.093750,15.914062,15.445312 +77 5 13668 8.479174 272,415,4222,1560,19155,382,8413,318 22.187500,17.484375,15.382812,15.140625,15.140625,14.476562,14.468750,14.320312 +77 6 15209 0.124241 15209,6756,4594,6248,1200,18635,304,297 20.312500,17.781250,16.796875,14.906250,14.500000,14.304688,13.914062,13.710938 +77 7 297 0.427208 297,304,1200,842,477,395,4222,2753 20.953125,19.328125,19.078125,18.984375,15.867188,15.851562,15.609375,15.414062 +78 0 272 7.150280 4222,985,3797,28705,7635,5058,272,17681 22.296875,17.609375,17.437500,17.312500,16.937500,15.484375,15.179688,13.945312 +78 1 4222 2.450546 2969,3797,4222,1348,6194,985,8413,7474 19.125000,18.203125,17.625000,17.328125,16.796875,16.625000,16.406250,16.125000 +78 2 9411 0.578470 9411,287,7181,1083,18583,2698,842,10501 20.812500,19.750000,19.265625,18.671875,17.296875,16.781250,16.328125,15.539062 +78 3 900 0.000109 900,996,476,1322,4795,591,280,11376 26.765625,17.250000,15.117188,15.062500,14.851562,13.734375,13.203125,12.726562 +78 4 302 0.001831 302,802,5058,28713,4529,28705,1200,304 23.531250,16.625000,14.648438,14.289062,13.898438,13.804688,13.656250,13.351562 +78 5 5058 0.001230 5058,3797,524,382,11218,1200,4222,802 25.765625,18.203125,17.234375,17.000000,16.406250,15.406250,15.179688,15.164062 +78 6 14448 0.000067 14448,794,28719,404,842,1200,290,304 27.281250,17.125000,16.171875,15.226562,14.789062,13.218750,12.531250,12.312500 +78 7 28719 0.000015 28719,372,290,991,2162,28711,2630,1916 28.390625,16.062500,15.859375,15.367188,14.804688,13.640625,13.601562,12.953125 +79 0 372 0.000006 372,362,2,304,13,16919,999,28705 28.421875,14.921875,14.710938,14.093750,13.945312,13.765625,12.765625,12.734375 +79 1 304 0.028946 304,842,1200,567,297,2753,28705,28723 23.781250,19.984375,17.437500,17.312500,17.062500,15.898438,15.796875,14.984375 +79 2 401 0.001421 401,403,272,297,28765,11439,438,1200 24.218750,15.656250,15.617188,15.007812,14.960938,14.687500,14.679688,14.484375 +79 3 353 0.000002 353,9271,517,2,13,12063,1007,1248 28.968750,15.046875,14.218750,13.914062,13.085938,12.625000,12.484375,12.085938 +79 4 3520 0.000046 3520,11218,842,2799,5058,18500,13,1200 27.000000,16.125000,14.898438,14.359375,14.093750,14.023438,13.554688,13.437500 +79 5 842 0.196548 842,304,1200,297,2753,477,395,28705 21.390625,18.890625,18.531250,18.062500,16.453125,16.218750,16.171875,15.914062 +79 6 365 1.872175 650,560,365,28705,13,415,661,851 21.484375,20.500000,20.343750,20.093750,18.484375,17.906250,17.015625,16.296875 +79 7 3619 0.000114 3619,406,6753,474,1068,518,2456,28705 24.343750,13.718750,12.835938,12.812500,12.734375,12.648438,12.132812,11.882812 diff --git a/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_mixtral-8x7b-instruct_fused0_w1.tsv b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_mixtral-8x7b-instruct_fused0_w1.tsv new file mode 100644 index 000000000..0d5806cd6 --- /dev/null +++ b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_mixtral-8x7b-instruct_fused0_w1.tsv @@ -0,0 +1,132 @@ +# model models/mlx/mixtral-8x7b-instruct-v0.1-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 326253 +# chunks 128 chunk_tokens 1 topk 8 prefill 0 +# columns chunk pos target nll top_ids top_logits +0 0 12217 10.528704 1247,422,1186,3660,22478,726,7299,589 12.046875,10.273438,9.781250,9.515625,9.265625,8.937500,8.726562,8.421875 +1 0 570 7.932386 21861,546,278,28707,515,309,313,593 18.343750,16.843750,16.484375,15.421875,14.968750,14.882812,14.570312,14.507812 +2 0 510 4.349983 338,13,28723,28717,28729,28744,28730,327 13.929688,13.187500,12.562500,12.476562,12.453125,12.054688,11.437500,11.429688 +3 0 28733 5.770283 6730,327,28707,311,13,28709,28764,282 12.078125,11.218750,10.593750,10.523438,10.507812,10.039062,9.851562,9.789062 +4 0 28750 6.225433 260,5629,4258,6227,6434,315,415,422 17.500000,17.437500,15.898438,15.843750,15.812500,15.531250,15.437500,15.359375 +5 0 3735 12.645777 28734,28782,28781,28783,28770,28750,28784,28740 19.875000,18.171875,18.125000,18.031250,18.000000,17.921875,17.828125,17.671875 +6 0 3198 11.693947 288,321,8731,564,28723,574,286,28733 16.750000,16.000000,15.484375,14.960938,14.835938,14.203125,14.085938,13.617188 +7 0 20272 4.333206 19445,266,282,12992,27092,267,3748,3123 16.718750,16.687500,15.437500,14.898438,14.882812,14.804688,14.781250,14.703125 +8 0 327 5.917419 28730,28723,13,28733,28725,28736,28739,325 13.054688,12.609375,12.351562,12.179688,12.023438,11.679688,11.601562,11.585938 +9 0 13 5.950075 1357,3047,1647,22568,965,1811,16339,13 16.937500,16.843750,15.023438,14.851562,14.546875,14.414062,13.203125,11.882812 +10 0 13 3.381645 28771,1064,1014,13,348,28737,657,28767 13.820312,12.921875,12.781250,12.578125,12.289062,12.179688,12.070312,12.039062 +11 0 4220 9.576958 28771,1064,1014,13,348,28737,657,28767 13.820312,12.921875,12.781250,12.578125,12.289062,12.179688,12.070312,12.039062 +12 0 260 11.126577 28747,714,13,764,302,9066,7596,17297 20.546875,16.593750,16.421875,15.093750,15.046875,14.843750,14.820312,14.656250 +13 0 714 8.941755 415,28740,28750,560,315,851,13,28770 16.468750,15.531250,15.085938,15.039062,14.640625,14.382812,14.296875,14.218750 +14 0 4449 10.412695 28733,1398,13,7591,28707,15845,6051,28705 15.117188,13.273438,13.007812,12.953125,12.882812,12.140625,11.671875,11.273438 +15 0 1508 0.001566 1508,28747,421,589,28723,714,13,327 21.125000,13.179688,12.335938,11.937500,11.367188,11.359375,11.320312,10.859375 +16 0 28716 7.395901 2849,421,3016,13,28748,1409,16239,9301 12.296875,11.656250,10.820312,10.531250,10.453125,10.164062,10.125000,9.976562 +17 0 786 5.499317 28725,327,28740,4362,28746,2020,1067,9813 12.539062,11.421875,10.906250,9.921875,9.890625,9.867188,9.679688,9.578125 +18 0 3080 7.117928 469,324,28705,346,28709,1097,13,5904 13.187500,13.078125,12.164062,11.625000,11.500000,11.164062,10.914062,10.671875 +19 0 1797 11.992549 263,449,858,404,298,9358,3773,13 15.625000,11.773438,11.562500,11.242188,11.203125,11.054688,11.015625,10.687500 +20 0 28723 3.060890 13,28723,28748,28725,325,28705,28733,28747 16.203125,14.179688,13.421875,13.343750,13.085938,13.062500,12.882812,12.789062 +21 0 1115 9.878757 13,1056,5515,3549,842,1631,11698,7227 15.531250,15.234375,14.632812,14.273438,13.289062,12.898438,12.773438,12.570312 +22 0 28748 6.913768 496,327,282,4318,1126,28733,28716,3015 12.468750,12.164062,11.703125,11.671875,11.320312,11.242188,11.226562,11.203125 +23 0 4201 13.130024 1393,13,565,812,8193,9329,259,732 17.281250,13.570312,13.242188,12.281250,12.078125,11.812500,11.625000,11.601562 +24 0 20363 3.802699 269,293,375,316,314,323,28723,377 11.742188,11.585938,11.414062,11.023438,10.890625,10.757812,10.406250,10.382812 +25 0 28748 4.431395 327,28723,13,28725,28730,1410,28746,354 14.257812,13.648438,12.335938,11.437500,11.203125,11.070312,11.070312,10.968750 +26 0 28735 10.512836 1393,13,565,812,8193,9329,259,732 17.281250,13.570312,13.242188,12.281250,12.078125,11.812500,11.625000,11.601562 +27 0 2230 4.632666 1251,8367,2729,269,915,1086,833,3389 15.109375,14.859375,13.968750,13.898438,13.453125,13.453125,13.328125,13.320312 +28 0 5712 7.203829 28716,28818,13,28710,262,360,753,28740 14.507812,14.132812,13.039062,12.343750,12.085938,11.648438,11.562500,11.335938 +29 0 28748 5.520168 13,327,28723,28730,28733,325,28725,349 15.867188,13.515625,13.484375,13.132812,12.882812,12.789062,12.750000,12.671875 +30 0 18509 16.072407 1393,13,565,812,8193,9329,259,732 17.281250,13.570312,13.242188,12.281250,12.078125,11.812500,11.625000,11.601562 +31 0 570 4.619106 21861,515,593,313,278,449,508,1588 14.335938,13.789062,13.007812,12.765625,12.742188,12.507812,11.945312,11.765625 +32 0 510 4.349983 338,13,28723,28717,28729,28744,28730,327 13.929688,13.187500,12.562500,12.476562,12.453125,12.054688,11.437500,11.429688 +33 0 13 3.371845 6730,327,28707,311,13,28709,28764,282 12.078125,11.218750,10.593750,10.523438,10.507812,10.039062,9.851562,9.789062 +34 0 3540 7.951958 28771,1064,1014,13,348,28737,657,28767 13.820312,12.921875,12.781250,12.578125,12.289062,12.179688,12.070312,12.039062 +35 0 673 4.745908 10286,303,3901,28714,11666,6306,28719,24344 14.484375,12.921875,12.875000,12.539062,12.390625,12.046875,12.031250,11.945312 +36 0 260 9.684607 387,28732,714,14484,28730,4831,325,648 16.765625,15.601562,15.046875,13.773438,13.585938,13.250000,12.695312,12.226562 +37 0 714 8.941755 415,28740,28750,560,315,851,13,28770 16.468750,15.531250,15.085938,15.039062,14.640625,14.382812,14.296875,14.218750 +38 0 275 11.451757 28733,1398,13,7591,28707,15845,6051,28705 15.117188,13.273438,13.007812,12.953125,12.882812,12.140625,11.671875,11.273438 +39 0 849 3.653742 527,327,28727,28725,28713,849,10273,336 12.765625,11.609375,10.890625,10.703125,10.523438,10.320312,10.000000,9.632812 +40 0 570 9.191664 3306,283,266,941,280,405,6463,1900 12.835938,11.585938,11.546875,11.453125,11.296875,11.218750,11.117188,10.968750 +41 0 510 4.349983 338,13,28723,28717,28729,28744,28730,327 13.929688,13.187500,12.562500,12.476562,12.453125,12.054688,11.437500,11.429688 +42 0 28733 5.770283 6730,327,28707,311,13,28709,28764,282 12.078125,11.218750,10.593750,10.523438,10.507812,10.039062,9.851562,9.789062 +43 0 28750 6.225433 260,5629,4258,6227,6434,315,415,422 17.500000,17.437500,15.898438,15.843750,15.812500,15.531250,15.437500,15.359375 +44 0 28733 5.481714 28734,28782,28781,28783,28770,28750,28784,28740 19.875000,18.171875,18.125000,18.031250,18.000000,17.921875,17.828125,17.671875 +45 0 1507 15.625824 260,5629,4258,6227,6434,315,415,422 17.500000,17.437500,15.898438,15.843750,15.812500,15.531250,15.437500,15.359375 +46 0 28733 5.271095 28712,13,22078,282,288,28713,28714,28730 13.257812,12.656250,11.406250,10.765625,10.546875,10.476562,10.289062,10.039062 +47 0 28728 12.436371 260,5629,4258,6227,6434,315,415,422 17.500000,17.437500,15.898438,15.843750,15.812500,15.531250,15.437500,15.359375 +48 0 28740 3.069949 321,327,4743,28740,28734,28723,357,28746 13.250000,11.500000,11.242188,11.164062,10.750000,10.453125,10.367188,10.281250 +49 0 13 2.835423 28723,28734,28750,13,28774,28783,28782,28784 19.468750,18.218750,17.984375,17.890625,17.812500,17.562500,17.531250,17.515625 +50 0 16990 11.877739 28771,1064,1014,13,348,28737,657,28767 13.820312,12.921875,12.781250,12.578125,12.289062,12.179688,12.070312,12.039062 +51 0 355 9.162186 13,360,470,28733,3578,272,349,264 15.070312,15.000000,14.898438,13.953125,13.945312,13.757812,13.750000,13.562500 +52 0 714 6.623627 415,315,560,13,422,842,28740,963 15.710938,14.156250,13.898438,13.765625,13.687500,13.546875,13.531250,13.429688 +53 0 1369 11.834570 28733,1398,13,7591,28707,15845,6051,28705 15.117188,13.273438,13.007812,12.953125,12.882812,12.140625,11.671875,11.273438 +54 0 325 6.889997 28730,327,618,857,387,2210,13,28723 16.140625,15.335938,15.156250,14.539062,14.250000,13.945312,13.289062,13.171875 +55 0 28781 6.374123 2628,3260,28743,908,28740,28705,470,4176 14.304688,13.054688,12.476562,12.234375,11.750000,11.710938,11.679688,11.617188 +56 0 28770 3.260445 13,28723,28734,28782,28783,28750,28770,28747 17.359375,17.312500,16.562500,16.546875,16.421875,16.343750,16.218750,16.187500 +57 0 28782 3.139729 13,28723,28734,28740,28783,28782,28750,28770 16.734375,16.578125,16.421875,16.281250,15.921875,15.906250,15.812500,15.773438 +58 0 28783 3.322802 28734,13,28723,28782,28747,28750,28783,28770 17.421875,17.375000,17.312500,16.828125,16.703125,16.609375,16.609375,16.562500 +59 0 11926 9.723444 13,28783,28747,362,28723,28734,28782,28748 17.796875,17.734375,17.703125,17.562500,17.531250,17.453125,17.343750,17.328125 +60 0 28731 9.135689 327,28725,28730,28746,6210,13,302,12303 17.437500,16.078125,14.007812,13.781250,13.742188,12.843750,12.687500,12.210938 +61 0 13 1.587530 13,28705,415,304,315,349,325,560 16.765625,15.046875,14.992188,14.632812,14.304688,14.296875,14.210938,14.210938 +62 0 9428 12.453911 28771,1064,1014,13,348,28737,657,28767 13.820312,12.921875,12.781250,12.578125,12.289062,12.179688,12.070312,12.039062 +63 0 2287 7.138260 28747,13,564,28732,351,1641,28706,327 16.843750,15.992188,15.109375,14.156250,13.945312,13.640625,13.445312,13.421875 +64 0 714 5.805666 798,908,2463,422,963,6081,415,801 15.117188,14.648438,14.414062,14.398438,14.398438,14.195312,14.164062,14.164062 +65 0 16900 16.225561 28733,1398,13,7591,28707,15845,6051,28705 15.117188,13.273438,13.007812,12.953125,12.882812,12.140625,11.671875,11.273438 +66 0 11732 1.629810 11732,11527,28734,28733,9833,13,28777,3469 15.351562,14.828125,14.453125,13.835938,13.367188,12.976562,12.929688,12.710938 +67 0 28733 5.735046 475,351,28747,399,393,365,524,318 17.515625,17.484375,17.125000,17.000000,16.703125,16.687500,16.687500,16.625000 +68 0 5530 15.395355 260,5629,4258,6227,6434,315,415,422 17.500000,17.437500,15.898438,15.843750,15.812500,15.531250,15.437500,15.359375 +69 0 28705 6.774096 28762,2945,3728,28765,28790,5790,28779,4874 14.976562,14.703125,14.617188,13.945312,13.898438,13.835938,13.625000,13.148438 +70 0 28770 3.413609 28750,28740,28734,1177,28770,13,28784,28783 10.703125,10.539062,9.421875,8.953125,8.851562,8.648438,8.570312,8.484375 +71 0 28723 2.467854 13,28723,28734,28740,28783,28782,28750,28770 16.734375,16.578125,16.421875,16.281250,15.921875,15.906250,15.812500,15.773438 +72 0 28734 6.210789 13,1056,5515,3549,842,1631,11698,7227 15.531250,15.234375,14.632812,14.273438,13.289062,12.898438,12.773438,12.570312 +73 0 325 6.855289 13,28783,28782,28750,28770,28774,28784,28740 20.015625,18.796875,18.718750,18.640625,18.640625,18.609375,18.609375,18.484375 +74 0 3887 9.206154 2628,3260,28743,908,28740,28705,470,4176 14.304688,13.054688,12.476562,12.234375,11.750000,11.710938,11.679688,11.617188 +75 0 1508 0.005091 1508,28723,28747,13,327,421,714,28713 19.656250,12.484375,12.351562,11.664062,11.273438,11.195312,10.867188,10.640625 +76 0 16346 9.520901 2849,421,3016,13,28748,1409,16239,9301 12.296875,11.656250,10.820312,10.531250,10.453125,10.164062,10.125000,9.976562 +77 0 495 0.621410 495,271,1771,288,274,1238,482,734 17.843750,16.718750,15.343750,15.226562,15.179688,14.976562,14.929688,14.804688 +78 0 26527 13.910866 750,13,528,582,297,378,264,272 14.421875,14.054688,13.835938,13.812500,13.750000,13.609375,13.570312,13.531250 +79 0 28723 0.780062 28723,1058,13,28747,3907,28733,596,28748 15.804688,14.812500,14.304688,13.289062,12.820312,12.726562,12.359375,12.320312 +80 0 1909 6.577976 13,1056,5515,3549,842,1631,11698,7227 15.531250,15.234375,14.632812,14.273438,13.289062,12.898438,12.773438,12.570312 +81 0 28748 4.161116 28723,13,327,28730,28747,28748,12,28733 12.039062,10.195312,10.101562,8.875000,8.765625,8.632812,8.453125,8.234375 +82 0 9146 17.418232 1393,13,565,812,8193,9329,259,732 17.281250,13.570312,13.242188,12.281250,12.078125,11.812500,11.625000,11.601562 +83 0 28748 4.691921 13,327,28723,28730,28746,28747,28733,304 15.867188,15.132812,14.296875,13.695312,13.320312,13.062500,12.843750,12.562500 +84 0 1403 8.969868 1393,13,565,812,8193,9329,259,732 17.281250,13.570312,13.242188,12.281250,12.078125,11.812500,11.625000,11.601562 +85 0 28733 7.940420 28747,475,524,393,399,3304,5459,2215 17.296875,16.718750,16.640625,16.562500,16.515625,16.515625,16.515625,16.484375 +86 0 3820 13.467621 260,5629,4258,6227,6434,315,415,422 17.500000,17.437500,15.898438,15.843750,15.812500,15.531250,15.437500,15.359375 +87 0 28748 6.840073 13,28733,11091,293,554,375,28730,508 13.945312,13.562500,13.234375,13.007812,12.937500,12.890625,12.796875,12.750000 +88 0 28770 10.766743 1393,13,565,812,8193,9329,259,732 17.281250,13.570312,13.242188,12.281250,12.078125,11.812500,11.625000,11.601562 +89 0 28723 2.467854 13,28723,28734,28740,28783,28782,28750,28770 16.734375,16.578125,16.421875,16.281250,15.921875,15.906250,15.812500,15.773438 +90 0 28734 6.210789 13,1056,5515,3549,842,1631,11698,7227 15.531250,15.234375,14.632812,14.273438,13.289062,12.898438,12.773438,12.570312 +91 0 19840 15.183414 13,28783,28782,28750,28770,28774,28784,28740 20.015625,18.796875,18.718750,18.640625,18.640625,18.609375,18.609375,18.484375 +92 0 13 1.352517 13,28804,28832,371,1365,28713,325,28705 14.148438,12.101562,11.703125,11.632812,11.375000,11.359375,11.226562,11.164062 +93 0 2517 8.252739 28771,1064,1014,13,348,28737,657,28767 13.820312,12.921875,12.781250,12.578125,12.289062,12.179688,12.070312,12.039062 +94 0 1030 2.780380 2148,468,595,1030,3310,2694,15292,10899 15.406250,14.804688,14.679688,14.093750,14.054688,13.945312,13.898438,13.320312 +95 0 296 0.925776 296,594,286,734,271,288,522,28709 17.906250,17.203125,16.984375,16.500000,15.867188,15.445312,14.015625,13.554688 +96 0 28747 5.441912 294,13,28733,28730,753,28723,515,470 13.875000,12.789062,11.640625,11.593750,11.343750,11.054688,10.976562,10.750000 +97 0 21740 12.186878 13,28707,15845,28727,7591,28705,376,3901 13.593750,12.765625,12.664062,12.492188,12.179688,12.085938,12.070312,12.031250 +98 0 26091 7.038315 349,18791,659,13,2204,28747,2627,28725 19.265625,19.156250,18.984375,18.875000,18.640625,18.625000,18.250000,18.187500 +99 0 28725 5.528517 13,28747,327,298,28723,325,28730,28705 19.734375,16.984375,15.710938,15.617188,15.023438,14.882812,14.789062,14.609375 +100 0 16377 11.011110 13,325,272,28705,732,264,1939,304 17.796875,16.078125,15.976562,15.976562,15.968750,15.726562,15.648438,15.429688 +101 0 5712 0.916357 5712,302,28747,304,21721,460,354,349 20.687500,18.937500,18.156250,17.953125,17.718750,17.625000,17.406250,17.375000 +102 0 16107 12.481106 13,327,28723,28730,28733,325,28725,349 15.867188,13.515625,13.484375,13.132812,12.882812,12.789062,12.750000,12.671875 +103 0 7982 6.977894 28733,349,304,3477,297,659,13,354 17.328125,16.937500,16.625000,16.312500,16.265625,16.250000,15.976562,15.812500 +104 0 13 9.872290 404,659,297,356,4370,486,12308,304 22.390625,19.687500,19.453125,19.031250,18.906250,18.890625,18.843750,18.796875 +105 0 558 8.951958 28771,1064,1014,13,348,28737,657,28767 13.820312,12.921875,12.781250,12.578125,12.289062,12.179688,12.070312,12.039062 +106 0 325 4.499508 13,415,28740,842,583,315,523,28750 15.335938,13.718750,13.164062,13.156250,12.726562,12.648438,12.476562,12.406250 +107 0 28735 5.913185 2628,3260,28743,908,28740,28705,470,4176 14.304688,13.054688,12.476562,12.234375,11.750000,11.710938,11.679688,11.617188 +108 0 28723 6.195166 1251,8367,2729,269,915,1086,833,3389 15.109375,14.859375,13.968750,13.898438,13.453125,13.453125,13.328125,13.320312 +109 0 5625 11.925632 13,1056,5515,3549,842,1631,11698,7227 15.531250,15.234375,14.632812,14.273438,13.289062,12.898438,12.773438,12.570312 +110 0 472 10.603514 643,338,2742,490,606,291,705,2294 16.656250,16.468750,15.656250,15.460938,15.148438,15.109375,15.031250,14.976562 +111 0 28725 3.049252 302,28723,28725,304,297,349,28733,298 15.648438,15.304688,14.937500,14.429688,14.328125,14.187500,13.695312,13.585938 +112 0 418 5.753298 13,325,272,28705,732,264,1939,304 17.796875,16.078125,15.976562,15.976562,15.968750,15.726562,15.648438,15.429688 +113 0 28723 5.443947 327,28725,473,2934,3000,374,12322,3972 13.859375,13.000000,12.750000,11.976562,11.976562,11.960938,11.664062,11.507812 +114 0 25959 13.320164 13,1056,5515,3549,842,1631,11698,7227 15.531250,15.234375,14.632812,14.273438,13.289062,12.898438,12.773438,12.570312 +115 0 789 4.603451 2047,941,262,300,912,789,276,12553 19.859375,17.937500,17.828125,16.437500,16.031250,15.710938,15.703125,15.687500 +116 0 524 9.349936 13,276,28723,6234,28727,28712,849,912 14.304688,13.796875,12.554688,12.515625,12.265625,12.070312,12.046875,12.015625 +117 0 274 6.285221 3676,1251,14821,2192,1087,2951,14468,3665 13.625000,13.171875,12.703125,12.546875,12.500000,12.492188,12.476562,12.273438 +118 0 13600 9.927588 28784,13,1391,517,822,381,18916,4083 11.789062,11.562500,11.382812,11.062500,10.929688,10.875000,10.773438,10.710938 +119 0 28725 4.800744 13,705,380,293,375,276,357,321 13.867188,13.492188,12.148438,12.132812,11.921875,11.898438,11.562500,11.335938 +120 0 399 6.378298 13,325,272,28705,732,264,1939,304 17.796875,16.078125,15.976562,15.976562,15.968750,15.726562,15.648438,15.429688 +121 0 28723 4.171021 2014,4947,20336,11672,28723,1906,1604,1383 12.609375,12.187500,11.539062,11.343750,11.070312,10.960938,10.953125,10.929688 +122 0 1537 10.390476 13,1056,5515,3549,842,1631,11698,7227 15.531250,15.234375,14.632812,14.273438,13.289062,12.898438,12.773438,12.570312 +123 0 6113 11.576218 315,28725,368,1236,456,272,767,378 20.296875,20.062500,19.921875,18.656250,18.484375,18.468750,18.328125,17.843750 +124 0 1040 8.893785 631,6113,13,25062,338,17825,11746,28723 15.460938,15.039062,13.921875,13.046875,12.796875,11.500000,11.382812,11.335938 +125 0 345 7.755377 13,27920,28821,28705,486,12789,2463,415 18.187500,17.421875,16.375000,16.312500,16.015625,15.601562,15.539062,15.484375 +126 0 8638 13.662020 1730,28737,1014,1976,3260,28741,13,8543 18.453125,14.304688,13.828125,12.812500,12.812500,12.812500,12.796875,12.789062 +127 0 318 8.548044 13,327,28723,1551,28747,597,349,564 14.789062,14.554688,13.570312,13.500000,12.046875,11.921875,11.867188,11.843750 diff --git a/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_mixtral-8x7b-instruct_fused0_w256.tsv b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_mixtral-8x7b-instruct_fused0_w256.tsv new file mode 100644 index 000000000..a92690aef --- /dev/null +++ b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_mixtral-8x7b-instruct_fused0_w256.tsv @@ -0,0 +1,516 @@ +# model models/mlx/mixtral-8x7b-instruct-v0.1-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 326253 +# chunks 2 chunk_tokens 256 topk 8 prefill 0 +# columns chunk pos target nll top_ids top_logits +0 0 12217 10.524989 1247,422,1186,3660,22478,726,7299,589 12.039062,10.265625,9.781250,9.507812,9.265625,8.929688,8.718750,8.421875 +0 1 570 4.674901 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24.140625,17.640625,17.265625,16.640625,15.406250,15.234375,13.914062,13.390625 +1 241 297 0.104660 297,1200,2753,15209,304,842,18635,4222 20.875000,18.078125,16.968750,16.171875,15.750000,15.203125,14.570312,14.062500 +1 242 4222 0.012550 4222,3658,6287,28705,20491,17465,6021,5971 23.218750,18.390625,17.000000,15.726562,15.210938,14.687500,14.640625,14.289062 +1 243 842 1.342175 1200,842,2753,304,297,28723,28725,390 20.187500,19.640625,19.515625,17.453125,15.781250,15.117188,14.992188,14.828125 +1 244 650 0.568218 650,560,365,415,13,1725,851,2354 21.203125,20.031250,19.468750,18.343750,17.890625,17.687500,17.546875,17.218750 +1 245 403 2.533451 835,553,403,4226,4580,6178,868,659 20.937500,19.234375,19.109375,18.890625,18.843750,18.484375,18.218750,17.656250 +1 246 10666 5.989916 835,4815,868,2062,27242,264,12526,18410 20.171875,19.562500,17.265625,17.140625,16.921875,16.859375,16.671875,16.406250 +1 247 486 0.229073 486,297,304,1076,354,390,736,356 22.906250,21.468750,17.656250,17.281250,16.484375,16.281250,15.937500,15.820312 +1 248 2215 5.589029 399,7772,10590,272,12642,12562,524,20468 18.953125,17.171875,16.640625,16.578125,16.343750,15.179688,14.601562,14.492188 +1 249 320 0.277838 320,3283,12101,19543,334,2364,27072,382 19.343750,16.750000,16.468750,15.421875,15.125000,14.929688,14.890625,14.625000 +1 250 2728 0.008520 2728,425,3389,309,3525,20380,1795,678 19.468750,13.500000,13.117188,13.007812,12.382812,10.609375,10.445312,10.406250 +1 251 1164 0.000486 1164,276,9036,4499,262,707,2705,28708 26.421875,18.468750,16.375000,15.984375,15.960938,15.617188,13.789062,12.570312 +1 252 304 1.954155 297,842,304,1200,354,390,693,438 21.218750,20.125000,19.890625,19.250000,18.343750,16.687500,16.406250,16.296875 +1 253 4580 1.388481 4580,7885,4226,6178,1001,835,20384,399 19.203125,19.140625,18.390625,17.718750,17.578125,17.281250,17.109375,16.906250 +1 254 893 0.000469 893,699,13291,1800,1638,1591,12466,13 23.250000,15.359375,11.820312,11.656250,10.812500,10.609375,10.539062,10.531250 +1 255 13291 0.094751 13291,297,9089,390,395,1679,2267,9439 22.046875,18.906250,18.015625,17.765625,17.765625,16.390625,16.390625,15.570312 diff --git a/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_mixtral-8x7b-instruct_fused0_w8.tsv b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_mixtral-8x7b-instruct_fused0_w8.tsv new file mode 100644 index 000000000..4d64966ec --- /dev/null +++ b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_mixtral-8x7b-instruct_fused0_w8.tsv @@ -0,0 +1,644 @@ +# model models/mlx/mixtral-8x7b-instruct-v0.1-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 326253 +# chunks 80 chunk_tokens 8 topk 8 prefill 512 +# columns chunk pos target nll top_ids top_logits +0 0 12217 10.528704 1247,422,1186,3660,22478,726,7299,589 12.046875,10.273438,9.781250,9.515625,9.265625,8.937500,8.726562,8.421875 +0 1 570 4.681443 28707,313,21861,515,593,321,278,309 14.101562,13.734375,13.625000,13.328125,13.187500,13.039062,12.968750,12.203125 +0 2 510 0.057486 510,338,28744,28729,8440,314,28717,28708 18.984375,15.796875,14.132812,12.914062,11.765625,11.656250,11.203125,11.085938 +0 3 28733 6.447875 28745,564,8323,3929,28732,28723,5896,13 12.234375,11.640625,11.617188,11.414062,11.148438,11.000000,10.984375,10.593750 +0 4 28750 4.389587 532,8323,11465,3839,28740,5527,28750,5041 10.609375,10.562500,10.242188,10.046875,10.031250,9.671875,9.617188,9.429688 +0 5 3735 9.042591 28734,28733,28723,28745,13,325,28782,28725 14.406250,13.992188,13.007812,12.656250,12.445312,12.398438,12.171875,11.757812 +0 6 3198 5.899668 3286,13,9888,5284,325,28705,288,673 15.421875,15.234375,14.875000,14.703125,14.179688,13.882812,13.859375,13.500000 +0 7 20272 0.005680 20272,267,28720,19445,21380,12992,1079,715 18.703125,11.585938,11.507812,10.828125,10.679688,10.664062,10.289062,10.210938 +1 0 327 0.727131 327,13,325,28705,28747,354,387,28725 19.437500,18.859375,18.000000,16.187500,15.703125,15.625000,15.343750,15.289062 +1 1 13 1.609526 851,13,415,859,8070,2772,23713,12217 19.093750,18.828125,18.140625,18.093750,17.234375,16.906250,16.656250,16.578125 +1 2 13 0.359425 13,3260,1014,585,28780,28746,15537,28736 16.218750,14.226562,13.125000,12.937500,12.484375,12.445312,12.179688,11.296875 +1 3 4220 6.385569 3260,1014,585,28736,13,28746,28780,15537 13.507812,11.992188,11.890625,11.562500,11.148438,11.132812,11.101562,10.773438 +1 4 260 7.515656 28747,2696,9066,2245,714,13,325,5373 19.687500,16.343750,16.250000,16.187500,15.773438,15.710938,15.679688,15.609375 +1 5 714 0.642088 714,342,327,12,3550,733,523,4449 17.812500,16.578125,15.867188,15.007812,14.835938,14.148438,14.140625,13.898438 +1 6 4449 2.828756 3550,8070,733,523,4449,28705,12217,732 18.000000,17.343750,17.218750,16.609375,16.343750,15.734375,15.359375,14.890625 +1 7 1508 0.001091 1508,28747,714,564,28789,13,421,28723 22.890625,15.578125,13.664062,13.195312,13.015625,12.773438,12.343750,11.640625 +2 0 28716 5.087482 6222,269,2849,28715,1507,11338,1394,8301 15.976562,15.539062,15.250000,14.351562,13.617188,13.421875,13.085938,13.046875 +2 1 786 3.214918 468,28721,988,786,1416,1067,28750,26527 16.812500,15.992188,15.203125,14.257812,13.789062,12.984375,12.531250,12.257812 +2 2 3080 0.000315 3080,6207,2053,265,28709,4082,288,4754 23.406250,14.437500,12.960938,12.593750,12.000000,11.585938,11.539062,11.406250 +2 3 1797 0.000137 1797,9288,2105,23744,20107,28678,28723,28733 24.703125,14.421875,14.382812,13.937500,13.539062,13.296875,12.734375,12.187500 +2 4 28723 0.000019 28723,28733,28748,13,28725,1115,28750,842 24.781250,13.406250,11.632812,11.507812,10.703125,10.078125,9.484375,8.929688 +2 5 1115 0.000332 1115,675,4798,9538,2591,1001,450,6222 24.593750,16.125000,14.953125,13.281250,13.195312,12.492188,12.070312,11.726562 +2 6 28748 0.000078 28748,13,421,28723,1922,28747,11912,3849 24.625000,13.898438,13.898438,13.195312,12.093750,11.687500,11.382812,11.312500 +2 7 4201 0.053120 4201,4754,10038,11338,13241,17066,28715,28707 17.968750,13.257812,13.187500,13.000000,11.960938,11.539062,11.398438,11.390625 +3 0 20363 0.000002 20363,555,25716,6591,293,375,6491,25436 28.687500,14.039062,13.742188,13.523438,12.828125,12.460938,12.421875,12.281250 +3 1 28748 0.001143 28748,13,11912,421,22237,28723,28730,17713 21.656250,13.882812,12.328125,12.046875,12.007812,11.835938,11.593750,11.500000 +3 2 28735 7.697807 18509,28727,28717,28768,28713,28716,28780,28719 12.945312,12.218750,11.390625,11.218750,11.148438,11.117188,11.039062,11.023438 +3 3 2230 2.761848 1189,2190,2230,377,364,7855,595,1169 13.359375,12.882812,12.804688,12.367188,12.148438,11.890625,11.843750,11.710938 +3 4 5712 0.119333 5712,2314,19714,9701,2383,14787,7226,1294 16.781250,13.960938,13.335938,11.226562,11.218750,11.070312,11.062500,10.226562 +3 5 28748 0.027012 28748,28733,1146,13,28730,7982,1151,896 18.031250,12.835938,12.781250,12.656250,12.070312,11.937500,11.382812,10.640625 +3 6 18509 1.073316 18509,28780,13845,28727,15941,4754,4555,23954 13.085938,12.781250,11.476562,11.125000,10.609375,9.968750,9.921875,9.914062 +3 7 570 0.014061 570,279,473,294,3790,5379,4371,278 22.171875,16.812500,15.804688,15.296875,15.125000,15.093750,14.765625,14.718750 +4 0 510 0.000002 510,28744,1205,338,8440,772,1568,23049 30.437500,17.015625,15.140625,14.593750,12.468750,12.234375,12.195312,12.109375 +4 1 13 2.620876 28733,13,28730,28750,28748,14048,325,28705 18.625000,16.140625,15.226562,14.171875,12.562500,12.539062,12.445312,11.867188 +4 2 3540 6.264961 13,9428,4841,4818,28758,7301,1963,5056 15.812500,13.492188,12.492188,12.101562,11.765625,11.703125,11.601562,11.406250 +4 3 673 0.728305 673,10286,14254,6591,1123,6306,28733,8692 14.562500,12.523438,12.523438,12.515625,12.382812,12.312500,11.328125,10.734375 +4 4 260 0.469398 260,2287,355,259,28705,273,5390,28747 18.312500,17.656250,14.156250,14.007812,13.710938,13.250000,12.906250,12.546875 +4 5 714 0.000082 714,12,29000,2753,387,325,464,28994 25.453125,15.039062,13.937500,13.398438,13.062500,12.640625,12.234375,12.218750 +4 6 275 1.417015 275,28705,1369,5835,12217,464,3716,18509 17.125000,16.671875,16.531250,16.281250,15.523438,15.226562,14.578125,14.445312 +4 7 849 0.085625 849,7137,28707,2630,28710,28750,14579,336 21.656250,19.218750,14.585938,13.640625,12.898438,12.734375,12.523438,11.546875 +5 0 570 0.006012 570,13189,279,473,536,4371,772,412 21.796875,16.296875,13.992188,13.562500,12.859375,12.421875,12.328125,12.250000 +5 1 510 0.000010 510,28744,1205,28775,310,1071,28315,338 30.171875,18.546875,15.359375,13.164062,12.992188,12.109375,11.953125,11.851562 +5 2 28733 0.061815 28733,13,28730,28723,28750,28725,28705,28748 19.171875,15.796875,14.515625,13.851562,13.750000,13.234375,12.718750,12.390625 +5 3 28750 0.049084 28750,28740,9310,16962,1507,1613,15730,269 18.000000,14.820312,11.242188,10.578125,10.320312,10.257812,10.242188,9.859375 +5 4 28733 0.993254 13,28733,28725,325,28723,28748,28730,28705 17.468750,17.031250,13.867188,13.343750,12.906250,12.562500,12.140625,11.546875 +5 5 1507 0.106602 1507,28728,28740,2398,15730,370,980,1613 17.515625,14.359375,13.515625,13.210938,12.007812,11.796875,11.664062,11.328125 +5 6 28733 0.072023 28733,13,28748,28725,28723,325,28730,376 19.984375,17.234375,14.273438,13.554688,13.515625,13.140625,12.656250,12.156250 +5 7 28728 0.000841 28728,1389,11961,9501,28740,11484,391,19457 21.453125,13.539062,12.710938,11.523438,11.335938,11.265625,10.476562,10.140625 +6 0 28740 0.016808 28740,28750,28734,28770,28782,28783,28781,28787 20.812500,16.328125,15.078125,13.882812,12.578125,12.328125,12.109375,11.789062 +6 1 13 0.064686 13,325,28723,28725,28748,28733,28705,28745 20.609375,16.390625,16.328125,16.296875,16.109375,14.429688,14.203125,13.695312 +6 2 16990 3.022084 4841,13,2171,9428,16990,4818,7301,5343 14.046875,13.843750,13.101562,12.773438,12.640625,12.156250,12.078125,11.984375 +6 3 355 0.780146 428,355,5390,1212,260,273,28705,2287 17.843750,17.828125,13.539062,13.507812,13.460938,13.351562,13.335938,12.906250 +6 4 714 0.000074 714,12,29000,2753,387,732,325,1200 26.937500,16.828125,15.937500,13.937500,13.359375,13.234375,13.062500,12.835938 +6 5 1369 1.292095 5835,1369,15150,8435,28705,4154,27035,275 21.562500,20.703125,17.703125,17.140625,16.625000,16.562500,16.468750,16.375000 +6 6 325 4.436716 13,28723,325,28725,28730,28733,808,28748 20.312500,16.015625,15.914062,14.359375,14.171875,13.664062,13.273438,13.148438 +6 7 28781 4.486835 28740,28750,28782,4081,455,28784,370,28770 12.867188,11.437500,10.820312,10.468750,10.453125,10.398438,10.351562,10.335938 +7 0 28770 4.394060 28734,28774,28750,28740,28783,28781,28782,28770 18.218750,15.179688,14.656250,14.546875,14.281250,14.218750,14.148438,14.039062 +7 1 28782 2.504166 28783,28784,28725,28782,28750,28787,28740,28734 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21.390625,18.890625,18.531250,18.062500,16.453125,16.218750,16.171875,15.914062 +79 6 365 1.872175 650,560,365,28705,13,415,661,851 21.484375,20.500000,20.343750,20.093750,18.484375,17.906250,17.015625,16.296875 +79 7 3619 0.000114 3619,406,6753,474,1068,518,2456,28705 24.343750,13.718750,12.835938,12.812500,12.734375,12.648438,12.132812,11.882812 diff --git a/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_qwen3-0.6b_default_w1.tsv b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_qwen3-0.6b_default_w1.tsv new file mode 100644 index 000000000..a65021b28 --- /dev/null +++ b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_qwen3-0.6b_default_w1.tsv @@ -0,0 +1,132 @@ +# model models/mlx/qwen3-0.6b-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 299190 +# chunks 128 chunk_tokens 1 topk 8 prefill 0 +# columns chunk pos target nll top_ids top_logits +0 0 42105 12.231926 220,454,408,25,16,810,344,681 5.187500,4.500000,4.281250,4.250000,4.218750,4.218750,4.156250,4.093750 +1 0 275 9.698915 681,454,361,1117,552,316,344,544 4.156250,4.031250,3.921875,3.906250,3.859375,3.828125,3.828125,3.765625 +2 0 427 9.605254 454,284,220,681,1117,316,361,273 3.984375,3.968750,3.875000,3.875000,3.625000,3.578125,3.546875,3.531250 +3 0 12 7.979902 681,1117,454,220,316,361,344,273 4.406250,4.281250,4.187500,4.093750,4.031250,4.031250,3.984375,3.906250 +4 0 17 7.971165 220,25,16,454,12,481,284,316 4.656250,3.859375,3.843750,3.687500,3.656250,3.656250,3.531250,3.437500 +5 0 3393 9.712910 220,25,284,16,12,454,481,681 4.250000,4.125000,4.062500,3.984375,3.890625,3.796875,3.718750,3.515625 +6 0 75734 11.560934 220,25,279,16,316,671,1056,22752 4.906250,3.812500,3.515625,3.500000,3.484375,3.375000,3.343750,3.312500 +7 0 79483 11.221100 220,681,1117,454,25,316,284,361 3.937500,3.937500,3.781250,3.718750,3.656250,3.656250,3.546875,3.546875 +8 0 3608 11.127433 220,25,454,408,681,810,12,16 4.156250,3.828125,3.796875,3.765625,3.718750,3.703125,3.687500,3.687500 +9 0 257 9.983063 220,25,681,1117,454,12,284,361 4.125000,4.062500,3.968750,3.906250,3.781250,3.671875,3.656250,3.593750 +10 0 549 8.469823 220,25,284,16,481,320,671,12 4.687500,3.890625,3.828125,3.765625,3.703125,3.515625,3.484375,3.453125 +11 0 3703 10.528895 220,454,16,12,25,284,481,681 4.468750,3.578125,3.546875,3.515625,3.500000,3.468750,3.421875,3.390625 +12 0 1110 10.306346 454,220,25,12,361,681,16,383 4.500000,4.468750,4.312500,4.125000,4.125000,4.125000,4.062500,4.031250 +13 0 71 8.208354 454,383,408,361,810,12,970,1466 5.000000,4.593750,4.562500,4.468750,4.437500,4.406250,4.375000,4.343750 +14 0 35268 11.243004 454,681,284,220,16,344,316,1117 4.156250,4.125000,4.000000,3.937500,3.875000,3.843750,3.828125,3.812500 +15 0 1564 10.539433 220,279,25,264,316,16,1056,671 4.687500,3.562500,3.531250,3.453125,3.375000,3.296875,3.265625,3.203125 +16 0 6830 10.806236 681,220,284,25,1117,454,316,273 3.890625,3.843750,3.718750,3.687500,3.687500,3.593750,3.500000,3.421875 +17 0 3446 9.943611 454,681,361,316,12,273,562,1117 4.031250,3.984375,3.781250,3.734375,3.718750,3.718750,3.671875,3.671875 +18 0 76649 10.330426 454,408,681,344,220,12,361,16 4.656250,4.437500,4.437500,4.343750,4.312500,4.281250,4.281250,4.218750 +19 0 11374 11.541499 220,25,16,316,17,671,12,273 4.687500,3.812500,3.703125,3.375000,3.343750,3.312500,3.203125,3.140625 +20 0 3831 10.322823 454,681,220,25,1117,16,361,284 4.218750,4.156250,4.125000,4.031250,4.031250,3.968750,3.968750,3.937500 +21 0 8833 9.727631 681,454,220,284,316,1117,25,273 3.781250,3.765625,3.734375,3.656250,3.531250,3.531250,3.468750,3.468750 +22 0 6324 11.063433 681,220,1117,284,454,25,316,273 3.828125,3.750000,3.593750,3.578125,3.562500,3.546875,3.468750,3.390625 +23 0 60403 10.580194 454,681,361,1117,344,316,408,284 4.312500,4.250000,4.031250,4.031250,3.953125,3.906250,3.906250,3.890625 +24 0 427 9.590708 681,1117,454,316,220,344,361,273 4.031250,3.890625,3.843750,3.828125,3.734375,3.718750,3.718750,3.703125 +25 0 198 9.292402 681,1117,454,220,316,361,344,273 4.406250,4.281250,4.187500,4.093750,4.031250,4.031250,3.984375,3.906250 +26 0 70584 11.704287 220,454,25,681,408,12,361,1117 3.953125,3.890625,3.859375,3.859375,3.796875,3.750000,3.718750,3.718750 +27 0 257 9.552366 220,25,279,16,316,671,264,22752 4.906250,3.765625,3.484375,3.468750,3.453125,3.375000,3.359375,3.328125 +28 0 549 8.469823 220,25,284,16,481,320,671,12 4.687500,3.890625,3.828125,3.765625,3.703125,3.515625,3.484375,3.453125 +29 0 289 10.685145 220,454,16,12,25,284,481,681 4.468750,3.578125,3.546875,3.515625,3.500000,3.468750,3.421875,3.390625 +30 0 60403 10.709761 220,454,681,284,344,1117,25,408 4.031250,4.031250,4.000000,3.859375,3.781250,3.750000,3.718750,3.687500 +31 0 427 9.590708 681,1117,454,316,220,344,361,273 4.031250,3.890625,3.843750,3.828125,3.734375,3.718750,3.718750,3.703125 +32 0 12 7.979902 681,1117,454,220,316,361,344,273 4.406250,4.281250,4.187500,4.093750,4.031250,4.031250,3.984375,3.906250 +33 0 17 7.971165 220,25,16,454,12,481,284,316 4.656250,3.859375,3.843750,3.687500,3.656250,3.656250,3.531250,3.437500 +34 0 12 7.314472 220,25,284,16,12,454,481,681 4.250000,4.125000,4.062500,3.984375,3.890625,3.796875,3.718750,3.515625 +35 0 1041 9.525852 220,25,16,454,12,481,284,316 4.656250,3.859375,3.843750,3.687500,3.656250,3.656250,3.531250,3.437500 +36 0 8273 9.633347 681,1117,220,454,284,25,316,273 4.062500,3.875000,3.843750,3.781250,3.765625,3.718750,3.671875,3.625000 +37 0 16 7.826876 681,454,220,344,1117,316,408,361 4.406250,4.156250,4.093750,4.093750,4.062500,3.984375,3.953125,3.906250 +38 0 198 8.580741 220,16,25,454,284,12,481,17 4.093750,3.953125,3.890625,3.890625,3.875000,3.765625,3.656250,3.453125 +39 0 20193 10.761904 220,454,25,681,408,12,361,1117 3.953125,3.890625,3.859375,3.859375,3.796875,3.750000,3.718750,3.718750 +40 0 414 10.121731 220,681,454,1117,25,316,344,12 4.250000,4.125000,3.968750,3.828125,3.796875,3.796875,3.781250,3.765625 +41 0 549 8.367001 220,264,481,364,671,320,25,330 5.250000,3.968750,3.875000,3.843750,3.843750,3.796875,3.718750,3.718750 +42 0 1273 11.622645 220,454,16,12,25,284,481,681 4.468750,3.578125,3.546875,3.515625,3.500000,3.468750,3.421875,3.390625 +43 0 320 8.665482 681,220,1117,284,25,454,316,273 3.968750,3.843750,3.796875,3.781250,3.687500,3.671875,3.562500,3.484375 +44 0 19 9.298614 454,681,220,16,408,316,344,1117 4.000000,3.968750,3.937500,3.796875,3.781250,3.765625,3.750000,3.718750 +45 0 18 8.412617 220,25,16,17,12,316,671,330 4.906250,3.875000,3.703125,3.375000,3.265625,3.234375,3.140625,3.125000 +46 0 20 9.263952 220,25,16,284,12,681,454,481 4.093750,3.953125,3.781250,3.781250,3.765625,3.718750,3.703125,3.562500 +47 0 23 9.574549 220,25,12,284,16,454,681,481 3.968750,3.812500,3.671875,3.640625,3.625000,3.578125,3.578125,3.390625 +48 0 6978 12.964593 220,25,16,12,284,454,481,681 4.031250,3.812500,3.703125,3.687500,3.671875,3.531250,3.484375,3.421875 +49 0 340 10.027217 220,25,16,671,279,316,264,17 4.750000,3.781250,3.562500,3.406250,3.296875,3.250000,3.187500,3.140625 +50 0 9827 13.003702 220,408,454,810,25,681,344,970 4.625000,4.437500,4.406250,4.312500,4.250000,4.187500,4.156250,4.125000 +51 0 262 9.420067 25,681,220,284,1117,454,12,361 3.890625,3.812500,3.765625,3.718750,3.671875,3.609375,3.562500,3.437500 +52 0 549 8.453733 220,264,671,364,320,481,330,431 5.406250,4.218750,3.984375,3.937500,3.906250,3.890625,3.812500,3.812500 +53 0 13534 10.579677 220,454,16,12,25,284,481,681 4.468750,3.578125,3.546875,3.515625,3.500000,3.468750,3.421875,3.390625 +54 0 7710 11.948404 681,220,25,284,454,1117,12,16 4.000000,3.968750,3.859375,3.828125,3.812500,3.718750,3.687500,3.609375 +55 0 92214 12.245027 220,25,681,12,284,454,1117,344 4.000000,3.828125,3.656250,3.578125,3.531250,3.312500,3.296875,3.281250 +56 0 220 7.865812 25,681,220,284,12,454,1117,16 3.703125,3.703125,3.656250,3.593750,3.531250,3.437500,3.343750,3.234375 +57 0 18 8.183788 220,16,481,284,17,25,12,454 4.312500,4.125000,3.875000,3.750000,3.609375,3.578125,3.468750,3.296875 +58 0 13 8.185827 220,25,16,284,12,681,454,481 4.093750,3.953125,3.781250,3.781250,3.765625,3.718750,3.703125,3.562500 +59 0 15 8.135317 220,16,25,481,12,17,284,454 4.625000,4.062500,3.921875,3.859375,3.734375,3.625000,3.546875,3.406250 +60 0 320 8.014871 220,25,284,16,12,454,481,17 4.156250,4.062500,4.031250,3.968750,3.906250,3.765625,3.734375,3.468750 +61 0 2428 9.970489 454,681,220,16,408,316,344,1117 4.000000,3.968750,3.937500,3.796875,3.781250,3.765625,3.750000,3.718750 +62 0 1110 10.398619 25,681,454,220,284,1117,12,361 4.031250,3.953125,3.890625,3.859375,3.859375,3.828125,3.718750,3.671875 +63 0 85231 12.618510 454,383,408,361,810,12,970,1466 5.000000,4.593750,4.562500,4.468750,4.437500,4.406250,4.375000,4.343750 +64 0 2659 10.631712 220,25,16,12,17,279,316,671 4.656250,3.687500,3.421875,3.250000,3.187500,3.156250,3.140625,3.125000 +65 0 6971 13.175756 454,361,12,681,316,408,1117,534 4.187500,4.000000,3.937500,3.875000,3.781250,3.781250,3.781250,3.765625 +66 0 67733 11.791554 25,361,454,681,12,1117,517,544 3.859375,3.859375,3.859375,3.859375,3.843750,3.765625,3.718750,3.687500 +67 0 1331 8.893346 220,12,454,481,16,25,284,681 4.000000,3.859375,3.781250,3.656250,3.578125,3.500000,3.484375,3.484375 +68 0 64 10.045637 681,454,1117,361,316,408,273,284 4.437500,4.406250,4.281250,4.156250,4.093750,4.000000,3.984375,3.984375 +69 0 14 10.574705 220,25,16,316,344,791,273,264 5.125000,3.968750,3.765625,3.500000,3.421875,3.390625,3.359375,3.328125 +70 0 18 8.001354 220,16,454,481,12,17,284,383 4.656250,4.500000,4.343750,4.281250,4.187500,4.031250,3.906250,3.812500 +71 0 13 8.185827 220,25,16,284,12,681,454,481 4.093750,3.953125,3.781250,3.781250,3.765625,3.718750,3.703125,3.562500 +72 0 15 8.135317 220,16,25,481,12,17,284,454 4.625000,4.062500,3.921875,3.859375,3.734375,3.625000,3.546875,3.406250 +73 0 53560 11.760964 220,25,284,16,12,454,481,17 4.156250,4.062500,4.031250,3.968750,3.906250,3.765625,3.734375,3.468750 +74 0 19665 11.721169 220,454,810,408,16,12,344,970 4.281250,3.953125,3.937500,3.812500,3.796875,3.750000,3.703125,3.703125 +75 0 1488 9.861112 681,1117,316,344,361,454,273,552 4.718750,4.437500,4.093750,4.062500,4.031250,4.031250,4.000000,4.000000 +76 0 25 7.694415 220,25,16,671,316,279,264,12 4.750000,3.671875,3.468750,3.296875,3.250000,3.187500,3.156250,3.125000 +77 0 26587 10.766094 220,25,16,284,481,12,454,320 4.312500,3.718750,3.671875,3.656250,3.562500,3.437500,3.328125,3.234375 +78 0 20343 13.131644 220,25,16,671,17,12,22752,316 4.843750,3.843750,3.531250,3.281250,3.265625,3.218750,3.218750,3.171875 +79 0 11 9.145997 220,25,16,316,671,279,264,22752 4.687500,3.781250,3.406250,3.343750,3.328125,3.281250,3.187500,3.156250 +80 0 80935 12.214464 220,16,25,454,284,12,481,681 4.437500,3.703125,3.671875,3.671875,3.593750,3.515625,3.500000,3.484375 +81 0 15235 10.655411 220,25,681,12,284,1117,454,316 3.734375,3.593750,3.593750,3.453125,3.406250,3.406250,3.390625,3.312500 +82 0 8319 9.842426 220,25,284,681,454,12,16,1117 3.968750,3.750000,3.734375,3.671875,3.640625,3.578125,3.515625,3.453125 +83 0 198 8.941700 220,25,681,454,12,1117,361,291 4.281250,4.062500,3.921875,3.906250,3.828125,3.718750,3.656250,3.609375 +84 0 1797 10.047060 220,454,25,681,408,12,361,1117 3.953125,3.890625,3.859375,3.859375,3.796875,3.750000,3.718750,3.718750 +85 0 320 7.259769 220,25,481,16,264,364,320,284 5.125000,4.062500,3.890625,3.828125,3.812500,3.796875,3.781250,3.765625 +86 0 50 10.282989 454,681,220,16,408,316,344,1117 4.000000,3.968750,3.937500,3.796875,3.781250,3.765625,3.750000,3.718750 +87 0 13 8.558655 681,454,1117,361,25,316,284,408 4.500000,4.312500,4.281250,4.218750,4.000000,4.000000,3.968750,3.937500 +88 0 8755 10.139223 220,16,25,481,12,17,284,454 4.625000,4.062500,3.921875,3.859375,3.734375,3.625000,3.546875,3.406250 +89 0 487 9.621449 681,454,316,361,273,1117,344,562 4.406250,4.281250,4.156250,4.093750,4.062500,4.062500,4.031250,4.031250 +90 0 11 8.869596 220,681,284,25,454,1117,12,316 3.796875,3.750000,3.640625,3.609375,3.546875,3.546875,3.437500,3.437500 +91 0 451 8.862902 220,16,25,454,284,12,481,681 4.437500,3.703125,3.671875,3.671875,3.593750,3.515625,3.500000,3.484375 +92 0 13 8.489780 220,454,681,284,25,16,12,344 4.312500,4.156250,4.093750,3.968750,3.953125,3.906250,3.875000,3.781250 +93 0 49256 12.346254 220,16,25,481,12,17,284,454 4.625000,4.062500,3.921875,3.859375,3.734375,3.625000,3.546875,3.406250 +94 0 812 9.311449 681,344,454,316,220,273,408,1466 4.375000,4.187500,4.187500,4.093750,4.031250,4.000000,3.984375,3.968750 +95 0 82977 11.868498 681,454,1117,220,316,361,273,284 4.062500,3.812500,3.703125,3.656250,3.656250,3.609375,3.593750,3.593750 +96 0 28134 10.630270 681,454,220,316,1117,361,273,344 4.031250,3.953125,3.828125,3.781250,3.781250,3.703125,3.687500,3.656250 +97 0 11 9.028815 681,454,344,1117,316,284,220,361 4.125000,3.968750,3.765625,3.765625,3.750000,3.734375,3.703125,3.703125 +98 0 431 8.316027 220,16,25,454,284,12,481,681 4.437500,3.703125,3.671875,3.671875,3.593750,3.515625,3.500000,3.484375 +99 0 13 8.472443 220,681,454,25,284,16,344,12 4.093750,4.000000,3.906250,3.828125,3.796875,3.765625,3.750000,3.734375 +100 0 2055 9.940004 220,16,25,481,12,17,284,454 4.625000,4.062500,3.921875,3.859375,3.734375,3.625000,3.546875,3.406250 +101 0 9034 10.723805 220,454,681,25,12,284,1117,316 4.093750,3.859375,3.812500,3.796875,3.625000,3.609375,3.562500,3.515625 +102 0 1959 10.904623 454,220,681,316,284,344,12,273 4.031250,3.968750,3.953125,3.687500,3.671875,3.671875,3.656250,3.656250 +103 0 330 8.861603 220,454,16,25,12,408,316,383 4.656250,4.062500,4.000000,3.984375,3.812500,3.734375,3.703125,3.703125 +104 0 9084 11.221377 220,681,454,12,16,1117,408,316 3.812500,3.796875,3.781250,3.625000,3.625000,3.625000,3.609375,3.578125 +105 0 56793 11.695595 220,25,279,16,264,671,362,22752 5.031250,3.781250,3.640625,3.546875,3.515625,3.437500,3.421875,3.328125 +106 0 386 9.115641 681,220,25,1117,12,454,284,316 3.890625,3.796875,3.718750,3.687500,3.593750,3.578125,3.562500,3.484375 +107 0 12735 11.759907 681,454,220,284,1117,25,16,361 4.000000,3.875000,3.843750,3.828125,3.781250,3.734375,3.656250,3.656250 +108 0 26874 11.284326 220,25,16,316,279,671,264,273 4.781250,3.640625,3.453125,3.375000,3.296875,3.296875,3.281250,3.140625 +109 0 497 9.814108 25,1117,681,220,284,454,361,12 3.859375,3.718750,3.703125,3.687500,3.578125,3.515625,3.468750,3.390625 +110 0 220 7.459309 220,25,12,681,16,284,454,2243 4.031250,3.468750,3.359375,3.359375,3.328125,3.328125,3.218750,3.203125 +111 0 17 7.511913 220,16,481,284,17,25,12,454 4.312500,4.125000,3.875000,3.750000,3.609375,3.578125,3.468750,3.296875 +112 0 15 7.892597 220,25,284,16,12,454,481,681 4.250000,4.125000,4.062500,3.984375,3.890625,3.796875,3.718750,3.515625 +113 0 16 7.139871 220,25,284,16,12,454,481,17 4.156250,4.062500,4.031250,3.968750,3.906250,3.765625,3.734375,3.468750 +114 0 21 9.276053 220,16,25,454,284,12,481,17 4.093750,3.953125,3.890625,3.890625,3.875000,3.765625,3.656250,3.453125 +115 0 340 9.845898 220,25,16,17,12,316,671,13 4.937500,3.875000,3.765625,3.437500,3.296875,3.187500,3.156250,3.140625 +116 0 1797 9.456827 220,408,454,810,25,681,344,970 4.625000,4.437500,4.406250,4.312500,4.250000,4.187500,4.156250,4.125000 +117 0 39183 10.126957 220,25,481,16,264,364,320,284 5.125000,4.062500,3.890625,3.828125,3.812500,3.796875,3.781250,3.765625 +118 0 3701 12.741480 220,25,16,671,316,279,17,362 4.781250,3.812500,3.656250,3.468750,3.296875,3.281250,3.265625,3.187500 +119 0 25 7.845255 220,25,16,316,264,279,671,1056 4.843750,3.609375,3.484375,3.375000,3.265625,3.265625,3.218750,3.140625 +120 0 3703 10.453594 220,25,16,284,481,12,454,320 4.312500,3.718750,3.671875,3.656250,3.562500,3.437500,3.328125,3.234375 +121 0 1110 10.306346 454,220,25,12,361,681,16,383 4.500000,4.468750,4.312500,4.125000,4.125000,4.125000,4.062500,4.031250 +122 0 71 8.208354 454,383,408,361,810,12,970,1466 5.000000,4.593750,4.562500,4.468750,4.437500,4.406250,4.375000,4.343750 +123 0 35268 11.243004 454,681,284,220,16,344,316,1117 4.156250,4.125000,4.000000,3.937500,3.875000,3.843750,3.828125,3.812500 +124 0 1564 10.539433 220,279,25,264,316,16,1056,671 4.687500,3.562500,3.531250,3.453125,3.375000,3.296875,3.265625,3.203125 +125 0 6830 10.806236 681,220,284,25,1117,454,316,273 3.890625,3.843750,3.718750,3.687500,3.687500,3.593750,3.500000,3.421875 +126 0 3446 9.943611 454,681,361,316,12,273,562,1117 4.031250,3.984375,3.781250,3.734375,3.718750,3.718750,3.671875,3.671875 +127 0 76649 10.330426 454,408,681,344,220,12,361,16 4.656250,4.437500,4.437500,4.343750,4.312500,4.281250,4.281250,4.218750 diff --git a/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_qwen3-0.6b_default_w256.tsv b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_qwen3-0.6b_default_w256.tsv new file mode 100644 index 000000000..21dd49b55 --- /dev/null +++ b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_qwen3-0.6b_default_w256.tsv @@ -0,0 +1,516 @@ +# model models/mlx/qwen3-0.6b-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 299190 +# chunks 2 chunk_tokens 256 topk 8 prefill 0 +# columns chunk pos target nll top_ids top_logits +0 0 42105 12.321865 220,454,408,810,681,16,344,25 4.875000,4.718750,4.343750,4.312500,4.281250,4.250000,4.187500,4.125000 +0 1 275 6.540430 285,685,307,12400,258,318,15368,81080 16.125000,15.000000,13.437500,13.375000,13.250000,13.250000,12.937500,12.875000 +0 2 427 0.091669 427,1692,7570,6178,765,1749,413,2200 19.875000,15.625000,14.937500,14.625000,14.562500,14.500000,14.250000,14.187500 +0 3 12 6.622284 198,271,504,311,374,369,323,1467 15.250000,14.250000,12.812500,12.687500,12.250000,12.187500,12.125000,11.625000 +0 4 17 0.930693 17,16,15,3978,18,1178,20,6727 15.687500,14.687500,13.250000,13.125000,12.812500,12.687500,12.500000,12.125000 +0 5 3393 15.108404 15,198,65,271,20,33,12,24 18.750000,16.625000,15.562500,15.500000,15.250000,15.125000,15.062500,14.812500 +0 6 75734 7.348942 198,271,481,13710,715,5571,369,4710 16.375000,15.625000,14.125000,13.937500,13.750000,13.562500,13.437500,13.312500 +0 7 79483 10.237101 198,271,481,369,320,4710,715,504 16.000000,16.000000,14.312500,14.250000,14.062500,13.812500,13.500000,13.375000 +0 8 3608 10.332935 1986,785,515,2,8420,40,14750,418 14.937500,14.062500,13.562500,13.187500,13.000000,12.875000,12.687500,12.625000 +0 9 257 10.845856 1447,1467,510,2918,25,320,21984,271 17.875000,17.875000,17.750000,16.875000,16.375000,15.687500,13.875000,13.812500 +0 10 549 0.198765 549,6260,760,14512,320,1467,42105,2918 19.375000,17.000000,14.625000,14.437500,14.312500,14.312500,14.125000,14.000000 +0 11 3703 2.296749 3703,42105,97175,715,26587,220,508,2885 14.687500,14.125000,14.062500,13.875000,13.875000,13.812500,13.562500,13.000000 +0 12 1110 0.001667 1110,14375,25,549,23817,86791,510,7533 25.625000,17.875000,17.625000,17.000000,16.125000,15.812500,15.562500,15.500000 +0 13 71 2.335541 5204,71,2136,691,86,277,48437,9096 18.375000,17.125000,17.000000,16.875000,16.375000,16.000000,15.875000,15.687500 +0 14 35268 0.103508 35268,768,3226,941,360,14380,372,22733 22.375000,18.875000,18.375000,16.875000,16.750000,16.750000,16.625000,16.000000 +0 15 1564 0.018326 1564,29088,7605,3579,12,48024,4074,16281 23.500000,19.000000,18.250000,15.562500,15.250000,15.062500,14.687500,14.500000 +0 16 6830 0.376795 6830,905,11021,21523,22057,18798,4245,2659 18.375000,17.250000,14.875000,14.312500,14.187500,13.687500,13.562500,13.375000 +0 17 3446 1.354038 3446,14,6324,25967,65182,9612,2687,36271 18.125000,17.625000,17.500000,16.750000,16.125000,16.000000,15.500000,15.500000 +0 18 76649 0.171907 76649,82,263,3187,6215,538,4758,70 19.750000,17.250000,15.312500,15.312500,14.437500,14.312500,14.250000,14.062500 +0 19 11374 7.641079 14,6324,7530,3446,9612,3183,25502,4846 18.250000,16.875000,15.437500,15.375000,15.250000,14.625000,14.625000,14.500000 +0 20 3831 5.433945 86,45,54,1872,53,2705,4305,18380 15.312500,15.125000,14.750000,14.750000,14.375000,14.312500,14.125000,14.125000 +0 21 8833 4.244368 1043,14,12,72459,8833,62,13167,50239 15.187500,14.625000,13.687500,13.437500,13.375000,13.062500,12.937500,12.937500 +0 22 6324 4.777418 14,12,23354,11374,11295,22175,2687,20290 15.875000,15.000000,13.187500,13.062500,12.750000,12.750000,12.625000,12.625000 +0 23 60403 3.317371 1579,60403,83,14939,483,7570,691,74 20.375000,17.250000,16.500000,16.250000,15.375000,15.250000,15.062500,15.000000 +0 24 427 0.000072 427,477,327,2252,2886,4488,37565,757 31.750000,21.250000,20.875000,20.875000,18.500000,17.625000,17.125000,17.000000 +0 25 198 10.101585 12,17,2630,62,1737,1331,14,82 26.000000,22.500000,20.500000,20.000000,19.125000,17.750000,17.625000,17.625000 +0 26 70584 8.116156 33363,6397,310,688,1797,1060,1843,3608 15.375000,15.062500,14.625000,14.187500,14.187500,14.125000,14.062500,14.000000 +0 27 257 1.784901 262,257,256,549,25,414,6565,220 18.375000,17.125000,16.375000,15.750000,14.500000,14.437500,14.125000,13.875000 +0 28 549 0.001060 549,6260,30372,14512,3504,937,82956,760 25.750000,18.375000,17.125000,15.750000,15.250000,14.250000,14.062500,14.000000 +0 29 289 1.800777 289,6625,15829,220,678,97175,330,2240 15.750000,15.562500,14.937500,14.312500,14.250000,13.812500,13.562500,13.000000 +0 30 60403 0.009924 60403,31580,1579,22222,38242,29887,50944,14628 26.000000,20.750000,20.375000,17.625000,17.375000,16.750000,16.625000,16.500000 +0 31 427 0.000628 427,1318,477,1944,3909,327,4326,9345 29.375000,21.875000,18.250000,18.125000,17.875000,17.750000,17.000000,16.500000 +0 32 12 1.537727 198,12,47532,271,2630,17,62,17967 19.125000,18.500000,17.625000,17.375000,17.000000,16.500000,16.375000,16.125000 +0 33 17 0.007380 17,16,18,19,20,41098,22,20772 25.625000,20.500000,17.250000,16.750000,16.000000,15.812500,15.562500,15.562500 +0 34 12 3.296755 198,271,12,16839,14,17967,12697,15 20.250000,18.500000,17.375000,17.250000,16.875000,16.625000,16.250000,16.000000 +0 35 1041 7.212688 17,16,18,20,22,19,24,23 20.125000,20.000000,19.125000,18.750000,18.000000,17.750000,17.125000,17.000000 +0 36 8273 8.465036 198,271,17967,12,9345,14,47532,320 20.500000,18.875000,17.125000,16.875000,16.250000,16.125000,16.000000,15.937500 +0 37 16 1.165401 17,16,18,20,15,19,22,12 24.125000,23.500000,21.875000,20.375000,20.125000,20.000000,19.125000,17.875000 +0 38 198 1.462606 13,198,12,62,271,20,17,15 20.000000,19.375000,18.250000,18.125000,17.625000,17.375000,16.875000,16.500000 +0 39 20193 4.515318 33363,13806,6397,1703,4061,85040,1043,70584 15.812500,14.375000,13.812500,13.750000,13.687500,13.312500,13.125000,13.062500 +0 40 414 2.710897 465,257,1280,414,286,260,981,310 19.875000,19.375000,18.875000,18.000000,16.375000,16.250000,16.125000,15.375000 +0 41 549 0.001095 549,6260,760,30372,14512,3504,284,937 27.000000,20.000000,17.000000,17.000000,16.250000,16.125000,14.250000,14.250000 +0 42 1273 4.043543 289,220,6718,678,5426,330,364,1273 15.937500,15.750000,15.500000,14.750000,14.687500,14.187500,14.125000,13.937500 +0 43 320 5.282257 198,271,17052,2630,10188,7591,1455,78412 18.125000,16.375000,16.375000,15.062500,14.687500,14.437500,14.375000,13.937500 +0 44 19 5.971733 6960,1958,16,1499,3896,17,1944,4197 15.312500,15.187500,14.750000,14.500000,14.375000,14.312500,14.312500,14.187500 +0 45 18 3.520035 15,20,23,17,19,22,24,13 19.125000,18.375000,17.625000,17.375000,17.375000,17.375000,17.375000,17.000000 +0 46 20 2.561073 13,17,23,21,24,20,15,22 19.375000,19.125000,19.125000,18.875000,18.875000,18.750000,18.625000,18.625000 +0 47 23 2.309847 20,21,23,17,22,15,24,74 17.875000,17.875000,17.875000,17.750000,17.750000,17.625000,17.625000,17.500000 +0 48 6978 4.124752 340,20,21,23,24,17,22,19 18.000000,17.750000,17.750000,17.750000,17.625000,17.500000,17.500000,17.125000 +0 49 340 0.539131 340,692,8,304,11,315,448,504 20.125000,19.250000,17.625000,17.125000,16.875000,16.375000,15.812500,15.812500 +0 50 9827 7.073097 33363,13314,6397,13806,1043,1916,310,3608 14.625000,13.750000,13.562500,13.375000,12.937500,12.875000,12.812500,12.750000 +0 51 262 2.509966 257,262,256,414,25,260,198,220 20.750000,18.375000,16.875000,16.875000,14.125000,13.750000,13.437500,13.437500 +0 52 549 0.001141 549,6260,14512,30372,3504,46198,760,353 27.250000,20.250000,17.750000,17.625000,16.000000,15.625000,15.250000,14.625000 +0 53 13534 1.667034 13534,24263,3066,2240,3703,58318,4253,3574 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22.500000,17.875000,17.375000,16.125000,15.625000,15.312500,15.125000,15.000000 +1 240 279 1.341290 576,279,18096,13484,5883,330,353,52881 16.500000,16.125000,14.125000,13.937500,13.437500,13.312500,13.000000,12.250000 +1 241 12425 2.695847 18096,5883,8887,12425,1473,7855,4013,6424 16.500000,16.000000,15.312500,15.250000,15.062500,14.687500,14.312500,14.250000 +1 242 4013 0.252743 4013,1473,19584,18136,2025,3922,83008,3281 20.000000,18.250000,16.375000,16.000000,15.687500,14.562500,14.375000,14.250000 +1 243 1154 5.768700 576,330,353,1345,328,6928,18096,22508 15.687500,11.875000,11.875000,11.875000,11.500000,11.312500,11.250000,11.250000 +1 244 53843 8.916693 576,330,892,323,1154,18096,13484,279 15.187500,13.812500,13.437500,13.187500,12.500000,12.250000,12.062500,11.937500 +1 245 1154 1.556456 1154,10479,304,518,323,389,17147,659 16.750000,16.750000,16.250000,16.125000,15.187500,14.750000,14.687500,14.625000 +1 246 8110 7.001747 323,304,892,389,438,1380,16445,448 17.250000,16.750000,16.500000,15.687500,15.625000,15.062500,14.812500,14.187500 +1 247 553 0.007298 553,304,705,389,220,15148,2937,448 22.750000,16.875000,15.875000,14.687500,14.625000,14.625000,14.562500,14.375000 +1 248 264 0.578917 264,279,2441,220,458,806,304,1378 18.250000,16.500000,16.000000,15.625000,15.625000,15.625000,14.937500,14.250000 +1 249 3476 3.723919 220,8640,13529,3476,1378,3200,4531,39400 17.625000,15.500000,14.812500,14.500000,13.812500,13.750000,13.687500,13.437500 +1 250 304 0.266855 304,438,389,14002,518,448,315,892 21.000000,19.250000,18.750000,15.500000,15.125000,14.687500,14.187500,13.812500 +1 251 279 0.223791 279,576,264,220,806,2441,458,12425 18.375000,15.437500,15.312500,14.375000,13.812500,13.250000,13.187500,12.562500 +1 252 220 1.479340 220,4531,5883,12425,1486,17795,1473,5700 16.500000,15.625000,15.125000,14.812500,14.687500,14.687500,14.562500,14.437500 +1 253 17 0.167261 17,16,18,19,23,20,21,24 22.000000,20.250000,16.000000,15.625000,15.187500,14.562500,14.437500,14.187500 +1 254 15 0.000591 15,16,17,19,303,18,20,23 26.375000,18.375000,16.625000,16.375000,16.250000,15.750000,15.375000,15.312500 +1 255 15 0.055244 15,16,17,339,4666,24,23,18 23.875000,21.000000,15.375000,13.625000,12.875000,12.375000,11.937500,11.625000 diff --git a/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_qwen3-0.6b_default_w8.tsv b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_qwen3-0.6b_default_w8.tsv new file mode 100644 index 000000000..651cbf4ff --- /dev/null +++ b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_qwen3-0.6b_default_w8.tsv @@ -0,0 +1,644 @@ +# model models/mlx/qwen3-0.6b-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 299190 +# chunks 80 chunk_tokens 8 topk 8 prefill 512 +# columns chunk pos target nll top_ids top_logits +0 0 42105 12.231926 220,454,408,25,16,810,344,681 5.187500,4.500000,4.281250,4.250000,4.218750,4.218750,4.156250,4.093750 +0 1 275 6.547419 285,685,12400,307,318,258,15368,579 16.250000,15.000000,13.687500,13.562500,13.500000,13.375000,13.125000,13.062500 +0 2 427 0.096323 427,1692,7570,765,6178,1749,413,2200 19.750000,15.437500,14.812500,14.562500,14.562500,14.437500,14.187500,14.187500 +0 3 12 6.171581 198,271,504,311,374,369,323,25 15.250000,14.125000,12.500000,12.250000,12.125000,12.000000,11.875000,11.437500 +0 4 17 0.917704 17,16,15,3978,18,1178,20,6727 16.250000,15.562500,14.500000,13.437500,13.375000,13.125000,13.062500,12.625000 +0 5 3393 15.897633 15,198,65,33,12,20,271,24 19.500000,17.125000,16.875000,16.500000,15.812500,15.812500,15.812500,15.562500 +0 6 75734 6.951267 198,271,5571,481,715,6079,2918,13710 16.500000,15.625000,14.187500,14.000000,14.000000,13.812500,13.625000,13.437500 +0 7 79483 10.526577 198,271,369,320,481,4710,715,504 16.250000,16.125000,14.312500,14.250000,14.250000,13.937500,13.875000,13.437500 +1 0 3608 10.327381 1986,785,515,8420,2,14750,418,2979 15.312500,14.375000,13.625000,13.375000,13.187500,13.000000,12.937500,12.812500 +1 1 257 10.703812 510,1467,1447,2918,25,320,21984,271 18.000000,18.000000,17.875000,16.875000,16.500000,15.875000,13.937500,13.687500 +1 2 549 0.174425 549,6260,760,42105,320,14512,1467,2918 19.625000,17.125000,14.812500,14.625000,14.500000,14.500000,14.437500,14.125000 +1 3 3703 2.413731 3703,42105,97175,26587,715,508,220,2885 14.687500,14.625000,14.500000,14.125000,13.937500,13.875000,13.812500,13.187500 +1 4 1110 0.001497 1110,14375,25,549,23817,510,86791,198 25.750000,17.875000,17.750000,17.000000,16.125000,15.687500,15.625000,15.500000 +1 5 71 2.344542 5204,71,2136,691,86,48437,277,29707 18.500000,17.250000,17.250000,16.875000,16.750000,16.375000,16.000000,15.750000 +1 6 35268 0.098278 35268,768,3226,941,14380,372,360,359 22.500000,19.000000,18.375000,17.000000,16.875000,16.625000,16.500000,16.125000 +1 7 1564 0.016932 1564,29088,7605,3579,48024,12,4074,16281 23.875000,19.375000,18.375000,15.750000,15.562500,15.437500,15.187500,14.812500 +2 0 6830 0.463663 6830,905,11021,22057,21523,18798,4245,40383 18.375000,17.625000,14.687500,14.250000,13.750000,13.562500,13.500000,13.187500 +2 1 3446 1.606501 3446,14,6324,25967,65182,7530,9612,37462 17.625000,17.375000,17.375000,16.750000,15.812500,15.500000,15.500000,15.375000 +2 2 76649 0.175417 76649,82,263,3187,6215,4758,70,538 19.875000,17.500000,15.437500,15.375000,14.500000,14.375000,14.125000,14.062500 +2 3 11374 7.434601 14,6324,7530,3446,9612,3183,25502,4846 18.125000,16.875000,15.437500,15.250000,15.125000,14.625000,14.500000,14.437500 +2 4 3831 5.471451 45,86,54,1872,53,2705,4305,18380 15.062500,15.062500,14.750000,14.625000,14.375000,14.125000,14.000000,14.000000 +2 5 8833 4.363373 1043,14,12,72459,8833,62,50239,13167 15.125000,14.625000,13.750000,13.312500,13.250000,13.187500,13.000000,12.937500 +2 6 6324 5.086929 14,12,23354,11374,11295,6222,9299,22175 15.625000,15.000000,13.000000,12.937500,12.625000,12.500000,12.437500,12.437500 +2 7 60403 3.215477 1579,60403,83,14939,483,691,74,7570 20.375000,17.375000,16.625000,16.500000,15.562500,15.250000,15.125000,15.000000 +3 0 427 0.000042 427,327,477,2252,2886,3909,87,4488 32.500000,21.375000,21.250000,21.125000,18.500000,17.500000,17.375000,17.375000 +3 1 198 10.221689 12,17,2630,62,1737,82,1331,16 25.750000,22.000000,20.625000,19.375000,19.125000,17.875000,17.750000,17.375000 +3 2 70584 8.076981 33363,6397,310,1797,688,1060,1843,3608 15.375000,15.125000,14.687500,14.250000,14.125000,14.125000,14.062500,13.875000 +3 3 257 1.767838 262,257,256,549,414,25,6565,465 18.375000,17.125000,16.250000,15.562500,14.437500,14.375000,14.125000,13.750000 +3 4 549 0.001335 549,6260,30372,14512,3504,937,46198,82956 25.500000,18.375000,17.125000,15.687500,15.125000,14.250000,13.875000,13.875000 +3 5 289 1.970934 289,6625,15829,678,220,97175,330,2240 15.562500,15.500000,14.812500,14.562500,14.500000,13.875000,13.625000,13.062500 +3 6 60403 0.010004 60403,31580,1579,22222,38242,29887,14628,50944 26.000000,20.750000,20.375000,17.750000,17.500000,16.875000,16.750000,16.500000 +3 7 427 0.000717 427,1318,477,1944,3909,327,4326,9345 29.375000,22.000000,18.750000,18.375000,18.125000,17.750000,17.000000,16.500000 +4 0 12 1.182447 198,12,47532,271,2630,17,62,17967 19.250000,19.125000,17.875000,17.375000,17.250000,16.750000,16.500000,16.250000 +4 1 17 0.006510 17,16,18,19,20,41098,22,20772 25.875000,20.625000,17.375000,17.125000,16.250000,15.812500,15.750000,15.687500 +4 2 12 3.076607 198,271,12,16839,14,17967,12697,20 20.125000,18.500000,17.500000,17.125000,16.750000,16.500000,16.250000,16.000000 +4 3 1041 7.216722 17,16,18,20,22,19,23,24 20.000000,19.750000,19.000000,18.500000,17.875000,17.625000,16.750000,16.750000 +4 4 8273 8.353045 198,271,17967,12,9345,14,47532,320 20.375000,18.750000,17.250000,16.750000,16.250000,16.000000,16.000000,15.750000 +4 5 16 1.099762 17,16,18,20,19,15,22,12 23.875000,23.375000,21.750000,20.500000,20.000000,19.875000,19.000000,17.875000 +4 6 198 1.468130 13,198,12,62,20,271,17,15 20.000000,19.375000,18.250000,18.125000,17.500000,17.500000,17.000000,16.625000 +4 7 20193 4.642456 33363,13806,6397,1703,4061,85040,1043,3727 15.812500,14.437500,13.937500,13.687500,13.687500,13.375000,13.125000,12.937500 +5 0 414 2.738144 465,257,1280,414,286,260,981,310 19.875000,19.125000,18.750000,17.875000,16.250000,16.125000,16.125000,15.250000 +5 1 549 0.001228 549,6260,760,30372,14512,3504,284,937 27.000000,20.125000,17.125000,17.000000,16.375000,16.125000,14.312500,14.312500 +5 2 1273 4.028091 289,220,6718,678,5426,330,364,1273 15.937500,15.687500,15.562500,14.750000,14.562500,14.125000,14.000000,13.937500 +5 3 320 5.376776 198,271,17052,2630,10188,1455,7591,78412 18.250000,16.625000,16.500000,15.500000,14.937500,14.625000,14.625000,14.187500 +5 4 19 6.093895 6960,1958,16,1499,1944,3896,17,4197 15.500000,15.250000,14.750000,14.625000,14.375000,14.375000,14.312500,14.250000 +5 5 18 3.520620 15,20,23,17,19,22,24,21 19.125000,18.375000,17.625000,17.375000,17.375000,17.375000,17.375000,16.875000 +5 6 20 2.509644 13,17,23,21,24,20,22,15 19.125000,19.125000,19.125000,19.000000,18.875000,18.750000,18.625000,18.500000 +5 7 23 2.340403 21,17,20,22,23,15,24,74 18.000000,17.875000,17.875000,17.875000,17.875000,17.625000,17.625000,17.375000 +6 0 6978 4.396299 340,20,21,17,23,24,22,11211 18.125000,17.750000,17.750000,17.625000,17.625000,17.625000,17.500000,17.125000 +6 1 340 0.552073 340,692,8,304,11,315,504,448 20.125000,19.250000,17.625000,17.375000,17.000000,16.375000,15.937500,15.875000 +6 2 9827 7.158333 33363,13314,6397,13806,1043,1916,1703,3608 14.625000,13.812500,13.687500,13.312500,13.000000,12.937500,12.812500,12.812500 +6 3 262 2.398306 257,262,256,414,25,260,220,198 20.625000,18.375000,16.875000,16.750000,14.000000,13.625000,13.375000,13.312500 +6 4 549 0.001030 549,6260,14512,30372,3504,46198,760,353 27.125000,20.000000,17.500000,17.500000,16.125000,15.500000,15.187500,14.500000 +6 5 13534 1.573982 13534,24263,3066,2240,3703,4253,58318,3574 15.625000,14.937500,14.750000,14.187500,14.125000,14.000000,13.875000,13.562500 +6 6 7710 0.680670 7710,7671,15,553,12,58318,425,1876 20.125000,19.875000,18.125000,16.250000,15.000000,14.875000,14.187500,14.125000 +6 7 92214 5.200743 12,220,92214,16589,198,481,6913,19 20.875000,19.875000,16.000000,14.812500,14.187500,14.062500,13.437500,12.750000 +7 0 220 1.149902 12,220,198,320,715,13431,271,25 20.875000,20.125000,16.500000,14.875000,13.312500,12.937500,12.812500,12.687500 +7 1 18 3.975929 19,17,18,16,20,15,220,21 23.625000,21.125000,19.750000,17.250000,16.625000,15.875000,15.250000,13.562500 +7 2 13 1.227032 12,13,15,14,21,19,17,10 21.000000,20.375000,19.250000,17.500000,16.875000,16.000000,15.875000,15.812500 +7 3 15 0.024628 15,16,20,17,21,18,19,22 23.375000,19.125000,17.125000,16.750000,16.500000,16.375000,16.375000,16.000000 +7 4 320 1.335901 198,320,271,1230,476,715,4710,488 18.625000,18.500000,17.875000,16.750000,16.625000,16.125000,15.437500,15.187500 +7 5 2428 2.355844 3706,269,2428,62946,2152,2753,7123,1958 17.125000,16.875000,16.500000,16.500000,15.812500,15.500000,15.125000,14.750000 +7 6 1110 0.001163 1110,340,322,25,692,14375,8,2136 25.125000,16.500000,16.375000,15.875000,15.875000,15.312500,15.062500,15.000000 +7 7 85231 0.263655 85231,2136,5204,268,27052,14120,6428,34401 22.000000,19.875000,19.250000,18.625000,17.500000,16.875000,16.250000,16.250000 +8 0 2659 0.000145 2659,905,13,5071,5007,23899,2136,72307 25.625000,15.812500,14.500000,14.000000,13.562500,13.187500,13.125000,12.687500 +8 1 6971 0.043751 6971,33914,14,22041,47036,14186,77914,2687 25.500000,21.500000,21.125000,19.625000,19.625000,18.500000,18.500000,18.375000 +8 2 67733 0.159985 67733,2687,14,3470,87310,5894,14186,64031 24.000000,21.500000,20.875000,19.500000,18.500000,18.375000,18.375000,18.125000 +8 3 1331 0.082821 1331,12,92214,66443,7409,30319,45938,9081 28.625000,25.875000,24.750000,21.000000,20.625000,20.000000,20.000000,19.875000 +8 4 64 0.004568 64,370,88,87,5305,402,18,32646 24.125000,17.125000,16.500000,15.562500,15.500000,15.437500,15.312500,15.125000 +8 5 14 1.001293 12,14,18,1331,5894,220,8680,53560 24.625000,24.125000,21.375000,17.750000,17.625000,16.875000,16.625000,16.125000 +8 6 18 0.000862 18,19,17,20,21,16,15,23 29.875000,22.250000,21.875000,19.250000,18.125000,17.625000,15.437500,15.375000 +8 7 13 0.000044 13,14,15,18,12,1993,624,11 30.125000,20.000000,16.625000,15.937500,15.625000,15.375000,15.062500,14.000000 +9 0 15 0.000021 15,20,16,22,19,17,21,18 27.750000,15.937500,15.687500,13.875000,13.625000,13.562500,13.437500,13.375000 +9 1 53560 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15.187500,15.000000,12.750000,11.937500,11.687500,11.687500,11.687500,11.500000 +76 2 1765 6.325443 9817,18504,27313,940,6113,766,952,466 15.500000,14.687500,13.500000,13.125000,13.062500,13.000000,13.000000,12.875000 +76 3 279 3.734550 3138,518,705,279,1154,9414,304,323 17.625000,16.375000,15.687500,14.562500,14.250000,14.125000,14.062500,14.000000 +76 4 15021 1.971859 6210,17829,15021,16145,46866,4337,33182,74147 17.000000,16.500000,16.375000,14.687500,14.625000,14.500000,14.187500,14.062500 +76 5 1154 1.277985 1154,16448,659,2587,323,320,553,6762 18.375000,17.625000,17.125000,17.125000,17.000000,16.750000,16.625000,16.625000 +76 6 8110 2.959576 892,304,323,1380,16445,8110,39400,448 17.250000,17.000000,17.000000,16.125000,16.125000,16.000000,15.562500,15.125000 +76 7 553 0.002682 553,2937,705,304,19620,7069,15148,5135 23.375000,15.875000,15.375000,15.250000,15.000000,14.562500,13.875000,13.750000 +77 0 458 3.400551 264,2441,279,458,806,1378,26255,8640 19.250000,16.250000,16.125000,16.125000,15.562500,15.375000,14.750000,14.375000 +77 1 11094 0.810675 11094,9234,7128,61888,389,569,14195,14487 19.625000,19.500000,16.250000,15.750000,15.625000,15.562500,15.437500,14.812500 +77 2 389 0.631155 389,304,438,518,553,448,323,2937 20.500000,20.000000,18.875000,17.375000,14.937500,14.750000,14.437500,14.125000 +77 3 279 1.291092 264,279,569,2441,458,1378,576,2326 17.875000,17.250000,15.812500,14.500000,14.437500,14.312500,13.875000,13.000000 +77 4 12425 3.621746 9234,1378,569,8887,4013,5883,220,1473 15.062500,14.562500,14.250000,14.062500,14.000000,13.875000,13.625000,13.625000 +77 5 4013 0.130913 4013,1473,2025,18136,9234,17708,3922,19584 19.750000,17.000000,15.000000,14.875000,14.562500,14.062500,14.000000,14.000000 +77 6 28778 8.470430 576,1154,11,220,328,7679,467,3017 14.437500,13.625000,11.625000,11.437500,11.125000,11.000000,10.937500,10.875000 +77 7 85393 0.074825 85393,344,533,530,388,2221,402,18233 21.000000,17.500000,16.500000,15.437500,15.250000,15.062500,14.937500,14.937500 +78 0 304 2.385935 1154,323,16448,304,659,320,315,6762 18.250000,17.875000,17.625000,17.375000,17.125000,16.500000,16.250000,16.250000 +78 1 6702 6.891596 220,279,3217,5534,7148,5813,5768,6527 19.250000,17.125000,14.687500,14.375000,14.375000,14.000000,13.875000,13.750000 +78 2 220 0.173296 220,323,16448,1154,659,6762,315,624 21.000000,18.000000,17.875000,17.375000,17.125000,16.375000,16.125000,15.562500 +78 3 17 0.000946 17,16,15,18,19,24,21,22 24.000000,16.875000,13.500000,13.500000,13.250000,12.312500,12.187500,11.875000 +78 4 15 0.000061 15,17,24,16,18,23,19,21 25.875000,14.500000,14.500000,14.437500,13.750000,13.625000,13.562500,13.437500 +78 5 15 0.016279 15,16,17,24,18,23,13,19 23.500000,19.375000,15.000000,11.250000,10.812500,10.375000,10.250000,10.250000 +78 6 23 0.160654 23,24,22,21,20,15,17,18 23.375000,21.625000,15.437500,14.062500,11.625000,11.500000,11.125000,11.062500 +78 7 659 1.445810 16448,659,323,6762,1154,382,624,13 20.375000,19.750000,19.125000,18.750000,18.125000,16.750000,16.750000,16.625000 +79 0 1260 2.081049 4710,758,1260,715,425,5301,2503,1096 18.250000,17.625000,17.125000,17.000000,15.375000,14.687500,14.437500,14.375000 +79 1 1030 2.753777 9723,1083,572,1030,2937,702,2115,8469 18.250000,18.000000,17.625000,17.250000,17.125000,16.875000,16.750000,16.750000 +79 2 264 0.139734 264,458,8640,2441,806,9723,1008,1083 20.625000,17.250000,17.000000,16.625000,15.937500,15.500000,15.000000,15.000000 +79 3 45250 5.264465 8640,3476,13529,2805,4531,39400,1736,45250 19.000000,15.687500,15.500000,14.875000,14.875000,14.812500,14.437500,14.062500 +79 4 3476 0.724768 3476,8640,11094,4565,9234,949,389,5068 18.750000,18.375000,16.250000,15.187500,14.937500,14.562500,14.437500,14.437500 +79 5 304 0.215565 304,438,389,504,448,518,323,3080 21.625000,19.500000,19.250000,16.750000,15.875000,15.437500,15.187500,14.437500 +79 6 5779 10.888689 279,12425,576,5883,2937,264,1008,3807 17.375000,14.812500,14.750000,13.687500,13.625000,13.250000,13.125000,13.000000 +79 7 17770 0.249990 17770,1008,315,2155,15584,803,4013,476 19.125000,15.562500,15.125000,15.125000,15.062500,14.812500,14.687500,14.625000 diff --git a/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_qwen3-30b-a3b_default_w1.tsv b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_qwen3-30b-a3b_default_w1.tsv new file mode 100644 index 000000000..a4c280993 --- /dev/null +++ b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_qwen3-30b-a3b_default_w1.tsv @@ -0,0 +1,132 @@ +# model models/mlx/qwen3-30b-a3b-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 299190 +# chunks 128 chunk_tokens 1 topk 8 prefill 0 +# columns chunk pos target nll top_ids top_logits +0 0 42105 15.623442 1124,370,273,37018,2533,709,1318,1125 20.375000,18.375000,16.125000,15.250000,15.125000,14.875000,14.875000,14.687500 +1 0 275 12.214476 1124,11520,2533,1318,921,273,9640,277 21.750000,17.125000,16.250000,15.000000,14.875000,14.812500,14.500000,14.250000 +2 0 427 14.509100 1124,370,11520,654,37018,2533,273,408 23.000000,20.125000,19.500000,19.250000,17.250000,17.125000,16.875000,16.625000 +3 0 12 6.192297 273,1124,370,8,11,37018,1318,354 14.625000,14.562500,14.312500,14.000000,13.937500,13.812500,13.687500,13.000000 +4 0 17 8.107550 1124,2533,921,1318,11520,1125,370,408 18.875000,14.750000,14.562500,14.375000,14.250000,14.125000,13.937500,13.812500 +5 0 3393 14.169439 1124,2533,11520,8,921,701,11,568 17.500000,15.812500,15.812500,15.687500,15.562500,14.937500,14.062500,14.062500 +6 0 75734 16.423203 1124,370,273,67,220,408,11,8 15.875000,15.187500,12.875000,12.687500,12.500000,12.437500,12.375000,12.250000 +7 0 79483 16.160742 1124,370,654,3808,220,15,85,516 20.625000,18.625000,16.875000,16.875000,16.000000,15.937500,15.750000,15.750000 +8 0 3608 15.635805 1124,654,370,220,39022,516,668,3044 21.250000,18.750000,18.125000,17.125000,16.250000,16.125000,16.125000,15.625000 +9 0 257 11.075266 220,315,25,12,17,15,323,2038 15.437500,15.000000,14.937500,13.937500,13.875000,13.812500,13.437500,13.187500 +10 0 549 11.420565 1124,353,1125,2533,3044,921,15,60 19.625000,14.750000,14.500000,14.125000,13.125000,13.062500,13.000000,12.812500 +11 0 3703 12.566544 1124,353,1125,2533,1318,921,701,9533 16.625000,13.125000,12.937500,12.875000,12.562500,12.000000,11.750000,11.500000 +12 0 1110 9.614954 1124,59,220,25,11,13,5305,9533 16.125000,12.187500,12.000000,11.875000,11.687500,11.625000,11.625000,11.562500 +13 0 71 4.997988 1124,370,59,220,1699,85,15,12 17.625000,14.750000,14.500000,14.500000,14.187500,14.062500,13.875000,13.687500 +14 0 35268 15.615116 1124,11520,2533,8,921,37018,408,701 23.375000,19.250000,15.812500,15.375000,15.375000,15.062500,14.937500,14.750000 +15 0 1564 8.820805 1124,220,71,709,304,370,65,3422 16.125000,14.312500,13.750000,12.875000,12.812500,12.812500,12.625000,12.625000 +16 0 6830 13.006405 1124,370,654,668,516,59,220,284 20.625000,17.875000,16.750000,16.750000,16.625000,16.250000,16.250000,16.000000 +17 0 3446 5.908691 1124,59,346,60,273,370,17,9533 18.875000,17.125000,15.875000,15.687500,15.687500,15.625000,15.562500,15.562500 +18 0 76649 14.299864 8,1124,921,1318,408,60,11,701 15.375000,15.375000,14.562500,14.562500,14.500000,14.187500,14.125000,14.125000 +19 0 11374 7.925106 1124,370,13,11,516,7370,59,220 15.062500,14.375000,13.812500,13.750000,13.750000,13.687500,13.562500,13.562500 +20 0 3831 13.702227 1124,8,11,701,273,60,2533,25 17.000000,14.937500,14.625000,14.500000,14.125000,13.875000,13.750000,13.625000 +21 0 8833 15.191307 1124,3226,516,323,315,11,220,4260 14.375000,14.062500,12.937500,12.875000,12.687500,12.562500,12.187500,12.187500 +22 0 6324 14.110048 654,1124,370,516,4730,12,273,85 20.500000,18.500000,17.250000,17.000000,16.375000,16.000000,16.000000,15.875000 +23 0 60403 14.119032 1124,408,273,8,2533,60,921,11520 18.125000,17.000000,15.625000,15.562500,15.187500,15.125000,15.125000,14.937500 +24 0 427 14.986486 370,12,220,1124,3226,516,654,15 15.062500,14.312500,13.562500,13.187500,13.062500,12.937500,12.812500,12.750000 +25 0 198 5.192297 273,1124,370,8,11,37018,1318,354 14.625000,14.562500,14.312500,14.000000,13.937500,13.812500,13.687500,13.000000 +26 0 70584 21.369671 1124,370,654,1699,59,3044,220,3422 24.625000,20.750000,19.875000,18.250000,17.625000,17.125000,16.750000,16.625000 +27 0 257 11.521484 1124,370,273,220,65,315,516,15 17.500000,14.750000,14.312500,13.937500,13.875000,13.812500,13.625000,13.437500 +28 0 549 11.420565 1124,353,1125,2533,3044,921,15,60 19.625000,14.750000,14.500000,14.125000,13.125000,13.062500,13.000000,12.812500 +29 0 289 9.910294 1124,353,1125,2533,1318,921,701,9533 16.625000,13.125000,12.937500,12.875000,12.562500,12.000000,11.750000,11.500000 +30 0 60403 16.220516 1124,11520,8,2533,408,921,701,11 19.125000,16.875000,16.500000,16.125000,15.875000,15.875000,15.812500,15.500000 +31 0 427 14.986486 370,12,220,1124,3226,516,654,15 15.062500,14.312500,13.562500,13.187500,13.062500,12.937500,12.812500,12.750000 +32 0 12 6.192297 273,1124,370,8,11,37018,1318,354 14.625000,14.562500,14.312500,14.000000,13.937500,13.812500,13.687500,13.000000 +33 0 17 8.107550 1124,2533,921,1318,11520,1125,370,408 18.875000,14.750000,14.562500,14.375000,14.250000,14.125000,13.937500,13.812500 +34 0 12 8.294439 1124,2533,11520,8,921,701,11,568 17.500000,15.812500,15.812500,15.687500,15.562500,14.937500,14.062500,14.062500 +35 0 1041 15.013800 1124,2533,921,1318,11520,1125,370,408 18.875000,14.750000,14.562500,14.375000,14.250000,14.125000,13.937500,13.812500 +36 0 8273 10.736879 1124,59,62,12,75738,284,79,220 19.000000,18.000000,18.000000,17.500000,16.750000,16.625000,16.125000,15.500000 +37 0 16 10.794233 1124,11520,2533,408,921,9640,1318,37018 19.125000,19.000000,18.500000,17.375000,17.375000,16.875000,16.375000,16.375000 +38 0 198 4.899485 13,16,17,15,5373,18,24,20 21.000000,20.000000,19.375000,19.250000,18.875000,18.750000,18.750000,18.250000 +39 0 20193 20.838421 1124,370,654,1699,59,3044,220,3422 24.625000,20.750000,19.875000,18.250000,17.625000,17.125000,16.750000,16.625000 +40 0 414 10.477257 1124,220,12,370,59,654,17,75 16.625000,15.062500,14.437500,14.312500,14.062500,13.750000,13.312500,13.187500 +41 0 549 13.876530 1124,2533,921,1125,353,1318,60,273 21.125000,16.125000,15.312500,15.187500,14.562500,14.312500,14.125000,13.625000 +42 0 1273 11.316544 1124,353,1125,2533,1318,921,701,9533 16.625000,13.125000,12.937500,12.875000,12.562500,12.000000,11.750000,11.500000 +43 0 320 6.250986 1124,370,67,11,273,8,3226,220 14.750000,14.437500,12.562500,12.062500,11.937500,11.687500,11.562500,11.500000 +44 0 19 12.006289 1124,37018,11520,370,2533,1318,273,701 22.750000,17.875000,17.750000,17.625000,17.625000,17.250000,17.125000,16.500000 +45 0 18 3.193127 13,15,17,9754,18,20,19,23 19.375000,18.250000,18.125000,18.125000,17.750000,17.750000,17.625000,17.625000 +46 0 20 8.136246 1124,2533,8,701,11520,921,11,273 18.250000,16.000000,15.812500,15.750000,15.312500,15.187500,14.625000,14.562500 +47 0 23 3.720360 13,20,9754,15,17,18,23,5373 19.500000,18.625000,18.625000,18.500000,18.250000,17.875000,17.500000,17.500000 +48 0 6978 9.631195 13,9754,23,15,17,18,19,20 19.625000,19.125000,18.875000,18.750000,18.500000,18.375000,18.000000,18.000000 +49 0 340 10.186972 1124,220,315,323,59,11,516,1125 18.125000,14.062500,13.000000,12.437500,12.187500,12.125000,12.125000,12.062500 +50 0 9827 18.084724 1124,654,370,7370,3044,15,220,85 21.625000,19.000000,18.125000,16.875000,16.750000,16.375000,16.250000,15.937500 +51 0 262 8.572598 25,198,315,85,323,12,271,9 13.187500,12.812500,12.562500,12.312500,12.312500,12.250000,12.250000,12.125000 +52 0 549 15.013140 1124,2533,921,1125,1318,273,11520,654 21.750000,15.875000,14.812500,14.562500,14.250000,14.062500,13.812500,13.750000 +53 0 13534 14.300919 1124,353,1125,2533,1318,921,701,9533 16.625000,13.125000,12.937500,12.875000,12.562500,12.000000,11.750000,11.500000 +54 0 7710 13.592817 1124,8,11,60,273,701,15,2533 15.875000,13.875000,13.562500,12.937500,12.875000,12.812500,12.687500,12.375000 +55 0 92214 12.838129 220,12,1124,85,3044,62,67,716 17.375000,16.125000,16.125000,15.125000,15.000000,14.687500,14.500000,14.500000 +56 0 220 2.175370 220,1124,17,15,16,12,85,3226 13.812500,13.750000,12.562500,12.500000,12.375000,12.187500,12.125000,11.812500 +57 0 18 8.341625 1124,370,2533,1125,15,921,17,16 21.000000,15.687500,15.125000,14.562500,14.312500,13.937500,13.812500,13.687500 +58 0 13 7.448746 1124,2533,8,701,11520,921,11,273 18.250000,16.000000,15.812500,15.750000,15.312500,15.187500,14.625000,14.562500 +59 0 15 11.005531 1124,2533,370,11520,1125,921,1318,709 23.625000,16.500000,16.375000,16.125000,15.875000,15.187500,15.187500,14.750000 +60 0 320 8.642635 15,13,271,16,17,11,18,198 23.625000,19.500000,18.500000,18.375000,18.250000,18.125000,17.750000,17.750000 +61 0 2428 17.787539 1124,37018,11520,370,2533,1318,273,701 22.750000,17.875000,17.750000,17.625000,17.625000,17.250000,17.125000,16.500000 +62 0 1110 0.002541 1110,4,25,14375,322,549,60896,23817 21.250000,13.687500,13.625000,12.375000,12.250000,12.062500,11.250000,11.000000 +63 0 85231 14.747988 1124,370,59,220,1699,85,15,12 17.625000,14.750000,14.500000,14.500000,14.187500,14.062500,13.875000,13.687500 +64 0 2659 1.417339 2659,12,905,9533,1125,17,60,25 16.125000,15.375000,14.937500,14.125000,13.750000,13.625000,13.625000,13.500000 +65 0 6971 9.590042 9533,14186,13,11,25,1125,3470,315 12.687500,12.187500,11.687500,11.562500,11.562500,11.562500,11.562500,11.437500 +66 0 67733 9.502310 14,12,25815,3470,14186,315,23303,2899 14.812500,13.937500,13.937500,13.875000,13.875000,13.562500,13.375000,13.312500 +67 0 1331 5.283058 12,85,1124,71,15,67,73,86 17.375000,17.375000,17.250000,17.125000,17.000000,16.875000,16.750000,16.750000 +68 0 64 10.719849 1124,2533,701,11,8,273,1125,921 18.625000,16.500000,16.125000,15.812500,15.750000,15.500000,15.312500,15.187500 +69 0 14 8.528431 370,1124,284,668,220,16,17,62 20.875000,20.625000,19.000000,18.750000,18.375000,18.000000,17.500000,17.375000 +70 0 18 5.835869 1124,370,273,3226,15,17,16,709 18.875000,15.812500,15.375000,14.625000,14.500000,14.500000,14.375000,14.375000 +71 0 13 7.448746 1124,2533,8,701,11520,921,11,273 18.250000,16.000000,15.812500,15.750000,15.312500,15.187500,14.625000,14.562500 +72 0 15 11.005531 1124,2533,370,11520,1125,921,1318,709 23.625000,16.500000,16.375000,16.125000,15.875000,15.187500,15.187500,14.750000 +73 0 53560 17.017635 15,13,271,16,17,11,18,198 23.625000,19.500000,18.500000,18.375000,18.250000,18.125000,17.750000,17.750000 +74 0 19665 15.696289 370,12,220,1124,71,65,67,3226 16.250000,14.875000,14.500000,14.312500,13.750000,13.687500,13.687500,13.687500 +75 0 1488 9.137753 273,59,258,75,408,654,613,198 13.187500,12.625000,12.187500,11.937500,11.875000,11.750000,11.500000,11.437500 +76 0 25 5.730970 370,1124,220,668,315,516,323,11 16.625000,15.062500,13.937500,13.937500,13.500000,13.437500,13.000000,12.875000 +77 0 26587 18.819698 1124,370,273,2533,1125,15,1318,37018 23.250000,17.125000,14.875000,14.812500,14.750000,14.500000,14.500000,14.250000 +78 0 20343 10.300362 220,13,15,9533,25,12,905,17 13.562500,13.187500,12.875000,12.750000,12.687500,12.625000,12.562500,12.250000 +79 0 11 5.154169 1124,1699,497,3808,59,5305,9533,25 16.250000,13.062500,12.750000,12.687500,12.250000,12.187500,12.187500,12.062500 +80 0 80935 22.946655 1124,2533,1125,1318,701,709,370,37018 22.125000,16.875000,16.500000,16.000000,15.750000,15.312500,15.250000,15.250000 +81 0 15235 13.244492 370,1124,220,3226,17,13,16,85 17.000000,16.750000,15.125000,14.625000,14.500000,14.437500,14.250000,14.125000 +82 0 8319 14.142014 1124,13,11,59,25,85,12,62 19.750000,14.625000,14.500000,14.500000,14.125000,14.000000,13.875000,13.687500 +83 0 198 7.488672 1124,7110,9533,13,11,60,370,220 17.250000,14.312500,14.125000,13.750000,13.625000,13.375000,13.375000,13.000000 +84 0 1797 14.479046 1124,370,654,1699,59,3044,220,3422 24.625000,20.750000,19.875000,18.250000,17.625000,17.125000,16.750000,16.625000 +85 0 320 8.407112 1124,353,220,1125,3044,15,1154,8358 17.625000,16.750000,13.750000,13.312500,13.125000,12.500000,12.187500,12.062500 +86 0 50 13.193789 1124,37018,11520,370,2533,1318,273,701 22.750000,17.875000,17.750000,17.625000,17.625000,17.250000,17.125000,16.500000 +87 0 13 5.066826 1124,370,11,8,15,67,17,25 18.125000,16.000000,14.812500,14.375000,14.312500,14.187500,14.125000,14.125000 +88 0 8755 19.443031 1124,2533,370,11520,1125,921,1318,709 23.625000,16.500000,16.375000,16.125000,15.875000,15.187500,15.187500,14.750000 +89 0 487 13.828663 1124,11520,2533,921,408,273,1318,709 19.625000,18.375000,17.375000,16.625000,16.500000,15.875000,15.750000,15.625000 +90 0 11 3.916527 315,1124,220,323,516,11,304,13 15.312500,14.437500,14.062500,14.000000,13.562500,13.312500,13.187500,13.000000 +91 0 451 12.970093 1124,2533,1125,1318,701,709,370,37018 22.125000,16.875000,16.500000,16.000000,15.750000,15.312500,15.250000,15.250000 +92 0 13 7.146049 1124,8,11,11520,60,921,701,59 19.000000,14.375000,14.125000,13.875000,13.437500,13.437500,13.125000,12.687500 +93 0 49256 22.622719 1124,2533,370,11520,1125,921,1318,709 23.625000,16.500000,16.375000,16.125000,15.875000,15.187500,15.187500,14.750000 +94 0 812 13.513283 1124,3226,370,11520,4260,408,273,277 23.625000,18.125000,17.625000,16.750000,15.687500,15.500000,15.312500,15.250000 +95 0 82977 18.342447 370,1124,3226,4260,408,67,273,5305 20.375000,19.625000,16.125000,14.312500,14.250000,14.187500,14.125000,13.875000 +96 0 28134 13.147646 1124,3226,370,71,59,4260,273,277 22.375000,16.500000,15.937500,15.562500,15.437500,15.437500,15.375000,14.812500 +97 0 11 7.942215 1124,370,11520,654,273,408,2533,277 21.750000,19.125000,17.625000,17.125000,16.000000,15.687500,15.437500,15.250000 +98 0 431 13.095093 1124,2533,1125,1318,701,709,370,37018 22.125000,16.875000,16.500000,16.000000,15.750000,15.312500,15.250000,15.250000 +99 0 13 8.342171 1124,370,11520,408,2533,37018,921,273 18.875000,16.875000,16.625000,16.500000,15.687500,15.437500,15.187500,15.125000 +100 0 2055 18.974281 1124,2533,370,11520,1125,921,1318,709 23.625000,16.500000,16.375000,16.125000,15.875000,15.187500,15.187500,14.750000 +101 0 9034 19.953382 1124,11,11520,2533,1318,67,273,37018 21.875000,15.125000,15.062500,14.625000,14.500000,14.250000,14.187500,14.187500 +102 0 1959 13.121601 1124,3226,220,516,594,370,364,4260 18.500000,17.875000,17.250000,16.000000,15.750000,15.687500,15.625000,15.625000 +103 0 330 8.455858 701,11,8,370,1124,67,220,568 11.125000,10.437500,10.250000,9.937500,9.750000,9.687500,9.625000,9.500000 +104 0 9084 20.579948 1124,370,1318,2533,37018,709,11520,1125 22.875000,17.625000,17.125000,16.375000,16.375000,15.937500,15.875000,15.812500 +105 0 56793 17.901985 353,9,1124,220,12,59,323,1699 18.500000,15.562500,15.375000,15.187500,14.437500,14.125000,13.750000,13.625000 +106 0 386 5.899797 220,12,15,16,17,353,516,1124 14.875000,13.875000,13.750000,13.250000,13.250000,12.937500,12.875000,12.750000 +107 0 12735 20.742739 1124,8,11520,11,921,701,2533,60 19.750000,14.937500,14.875000,14.375000,14.062500,13.875000,13.687500,13.375000 +108 0 26874 9.714535 315,1124,220,17,370,12,323,7370 15.875000,15.375000,15.250000,15.000000,14.875000,14.562500,14.562500,14.500000 +109 0 497 5.553122 315,1124,220,323,13,11,304,25 14.437500,14.000000,13.875000,13.812500,13.500000,13.187500,12.937500,12.687500 +110 0 220 4.915848 1124,1125,2533,6878,220,1318,15,1467 19.500000,16.125000,15.500000,15.250000,14.812500,14.625000,14.312500,14.312500 +111 0 17 7.216625 1124,370,2533,1125,15,921,17,16 21.000000,15.687500,15.125000,14.562500,14.312500,13.937500,13.812500,13.687500 +112 0 15 5.106939 1124,2533,11520,8,921,701,11,568 17.500000,15.812500,15.812500,15.687500,15.562500,14.937500,14.062500,14.062500 +113 0 16 5.330135 15,13,271,16,17,11,18,198 23.625000,19.500000,18.500000,18.375000,18.250000,18.125000,17.750000,17.750000 +114 0 21 4.524485 13,16,17,15,5373,18,24,20 21.000000,20.000000,19.375000,19.250000,18.875000,18.750000,18.750000,18.250000 +115 0 340 6.832212 13,21,9754,15,17,18,19,23 20.000000,19.375000,19.375000,19.000000,18.875000,18.875000,18.625000,18.500000 +116 0 1797 11.772224 1124,654,370,7370,3044,15,220,85 21.625000,19.000000,18.125000,16.875000,16.750000,16.375000,16.250000,15.937500 +117 0 39183 16.828987 1124,353,220,1125,3044,15,1154,8358 17.625000,16.750000,13.750000,13.312500,13.125000,12.500000,12.187500,12.062500 +118 0 3701 10.546959 1124,220,15,17,13,315,370,323 14.875000,14.500000,13.437500,13.250000,13.000000,12.937500,12.937500,12.687500 +119 0 25 7.982021 1124,370,668,353,59,220,516,323 19.000000,17.875000,15.937500,14.562500,14.000000,13.750000,13.750000,13.312500 +120 0 3703 16.163448 1124,370,273,2533,1125,15,1318,37018 23.250000,17.125000,14.875000,14.812500,14.750000,14.500000,14.500000,14.250000 +121 0 1110 9.614954 1124,59,220,25,11,13,5305,9533 16.125000,12.187500,12.000000,11.875000,11.687500,11.625000,11.625000,11.562500 +122 0 71 4.997988 1124,370,59,220,1699,85,15,12 17.625000,14.750000,14.500000,14.500000,14.187500,14.062500,13.875000,13.687500 +123 0 35268 15.615116 1124,11520,2533,8,921,37018,408,701 23.375000,19.250000,15.812500,15.375000,15.375000,15.062500,14.937500,14.750000 +124 0 1564 8.820805 1124,220,71,709,304,370,65,3422 16.125000,14.312500,13.750000,12.875000,12.812500,12.812500,12.625000,12.625000 +125 0 6830 13.006405 1124,370,654,668,516,59,220,284 20.625000,17.875000,16.750000,16.750000,16.625000,16.250000,16.250000,16.000000 +126 0 3446 5.908691 1124,59,346,60,273,370,17,9533 18.875000,17.125000,15.875000,15.687500,15.687500,15.625000,15.562500,15.562500 +127 0 76649 14.299864 8,1124,921,1318,408,60,11,701 15.375000,15.375000,14.562500,14.562500,14.500000,14.187500,14.125000,14.125000 diff --git a/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_qwen3-30b-a3b_default_w256.tsv b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_qwen3-30b-a3b_default_w256.tsv new file mode 100644 index 000000000..d9ff5b9b9 --- /dev/null +++ b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_qwen3-30b-a3b_default_w256.tsv @@ -0,0 +1,516 @@ +# model models/mlx/qwen3-30b-a3b-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 299190 +# chunks 2 chunk_tokens 256 topk 8 prefill 0 +# columns chunk pos target nll top_ids top_logits +0 0 42105 16.130579 1124,370,273,37018,2533,709,1318,654 21.250000,18.750000,16.500000,15.687500,15.625000,15.375000,15.375000,15.312500 +0 1 275 5.883675 285,685,83964,27391,81080,10980,579,5137 17.375000,17.250000,16.500000,16.000000,15.312500,14.812500,14.625000,14.375000 +0 2 427 0.001823 427,644,765,706,779,78617,1897,29551 25.250000,17.750000,17.375000,16.000000,16.000000,15.500000,15.375000,15.312500 +0 3 12 5.671816 47761,369,198,4035,25,311,287,320 18.500000,18.375000,18.000000,18.000000,17.875000,17.875000,17.750000,17.750000 +0 4 17 1.204237 17,16,18,19,15,6570,20,5097 17.625000,17.125000,16.000000,15.500000,15.375000,15.187500,14.687500,14.312500 +0 5 3393 6.803715 320,10337,198,75734,39183,15,42094,12 20.375000,19.625000,19.125000,18.875000,18.750000,18.250000,18.250000,18.125000 +0 6 75734 2.685589 2885,75734,4035,39183,320,220,2573,18221 19.750000,19.250000,19.125000,19.125000,18.875000,18.750000,18.750000,17.750000 +0 7 79483 3.282328 320,4035,198,25,79483,271,348,18221 21.375000,20.500000,20.125000,19.250000,19.250000,18.625000,18.625000,18.500000 +0 8 3608 8.863729 785,1986,418,58,15505,2,54,40 23.125000,20.500000,19.500000,19.125000,19.125000,18.875000,18.750000,18.250000 +0 9 257 11.780977 25,510,1467,198,1447,320,315,323 26.375000,22.625000,22.125000,21.875000,21.625000,21.500000,21.375000,21.375000 +0 10 549 0.163952 549,760,284,508,320,481,3703,6260 26.625000,24.500000,23.000000,20.875000,20.625000,20.375000,20.125000,19.625000 +0 11 3703 0.931257 3703,508,26587,576,1758,220,256,662 22.500000,21.500000,21.375000,20.875000,20.125000,20.000000,19.625000,18.875000 +0 12 1110 0.000183 1110,25,549,322,14375,198,510,4 25.500000,15.687500,14.812500,14.500000,14.312500,14.000000,13.437500,13.125000 +0 13 71 0.595207 71,2136,82,11659,2911,5204,1041,268 23.625000,22.875000,21.625000,20.625000,20.125000,19.875000,19.750000,19.625000 +0 14 35268 0.000046 35268,2596,13619,12,23518,4076,768,7876 30.250000,19.250000,19.125000,17.250000,17.000000,16.875000,16.500000,16.500000 +0 15 1564 0.000004 1564,3579,18596,22185,7605,29088,46031,16281 35.750000,23.000000,21.375000,20.875000,20.625000,20.500000,20.500000,19.875000 +0 16 6830 0.000002 6830,71433,1858,35883,11021,29425,18798,57409 31.875000,17.125000,16.625000,16.500000,16.375000,16.375000,16.000000,15.937500 +0 17 3446 0.000080 3446,1737,14,14953,25967,75988,29425,3183 31.375000,21.250000,20.375000,19.750000,19.375000,17.250000,17.125000,17.000000 +0 18 76649 0.000023 76649,8369,4917,2096,746,4886,29425,82 35.750000,25.125000,20.125000,19.750000,19.125000,18.000000,17.250000,16.625000 +0 19 11374 9.192833 6324,4846,14,22175,15792,25502,23354,90936 29.750000,26.125000,25.875000,25.375000,23.500000,23.125000,23.000000,22.750000 +0 20 3831 0.334621 3831,309,3288,54,1466,74,88,306 24.750000,23.500000,20.750000,20.375000,20.125000,19.500000,19.375000,19.375000 +0 21 8833 0.007381 8833,18573,48796,49099,82010,824,2566,2712 29.125000,23.250000,22.375000,22.375000,21.250000,20.875000,20.750000,20.250000 +0 22 6324 0.051846 6324,22175,14,2899,10776,46928,2687,4846 32.750000,29.750000,27.000000,23.625000,22.875000,21.375000,20.875000,20.875000 +0 23 60403 0.020554 60403,1579,14939,17,417,18677,90669,2963 33.000000,29.125000,21.500000,18.875000,18.875000,18.000000,18.000000,17.625000 +0 24 427 0.000263 427,38649,477,4788,327,480,1002,2252 28.875000,19.750000,19.625000,17.875000,17.500000,17.500000,16.250000,16.250000 +0 25 198 0.675570 198,271,12,320,17,715,11,34827 26.250000,26.000000,23.375000,23.250000,22.500000,21.750000,21.125000,21.000000 +0 26 70584 8.310024 1712,6262,13806,5009,36930,33363,34613,929 20.125000,20.000000,20.000000,19.875000,19.625000,19.250000,19.125000,19.000000 +0 27 257 0.013363 257,549,414,262,256,25,315,981 28.000000,21.750000,21.500000,21.375000,21.250000,21.125000,20.875000,20.875000 +0 28 549 0.000046 549,6260,760,30372,284,937,14512,481 32.250000,21.625000,20.500000,19.875000,19.375000,19.250000,18.000000,17.750000 +0 29 289 0.253706 289,330,97175,364,1273,28609,42105,5426 27.375000,25.375000,24.625000,24.125000,23.250000,22.375000,22.250000,21.875000 +0 30 60403 -0.000000 60403,14628,417,31580,5840,2501,96363,5566 35.250000,18.750000,17.625000,17.250000,15.875000,15.750000,15.625000,15.375000 +0 31 427 0.000004 427,2252,477,327,5722,38649,1303,37220 39.250000,27.125000,24.125000,21.500000,20.375000,20.250000,20.000000,19.375000 +0 32 12 0.000088 12,16839,481,17,198,2385,2630,63347 35.500000,26.000000,23.375000,22.375000,21.875000,21.500000,20.875000,20.875000 +0 33 17 0.000057 17,16,1041,15,4266,18,19,220 36.500000,26.750000,21.125000,19.500000,18.875000,18.625000,17.375000,17.250000 +0 34 12 0.196564 12,198,8273,2852,271,320,715,16839 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24.625000,23.625000,23.125000,21.750000,21.625000,20.875000,20.625000,20.500000 +1 250 304 0.110369 304,438,389,315,5619,448,518,369 30.000000,27.750000,25.125000,23.500000,22.625000,21.750000,21.625000,21.250000 +1 251 279 0.065920 279,264,220,576,2441,458,18096,7506 26.500000,23.000000,21.750000,21.500000,21.250000,21.125000,19.125000,18.500000 +1 252 220 0.427832 220,12425,1486,4531,18096,4013,22358,2805 24.125000,22.625000,21.750000,21.125000,20.750000,19.750000,19.750000,19.375000 +1 253 17 0.000364 17,16,18,19,22,20,21,23 29.125000,20.750000,19.000000,18.250000,18.250000,17.875000,17.875000,17.125000 +1 254 15 0.000006 15,16,17,481,78,18,549,1154 28.375000,15.062500,13.750000,13.250000,13.187500,12.625000,12.625000,12.625000 +1 255 15 0.004082 15,16,17,21,22,481,4146,339 28.000000,22.500000,13.937500,12.875000,12.437500,12.437500,12.125000,12.062500 diff --git a/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_qwen3-30b-a3b_default_w8.tsv b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_qwen3-30b-a3b_default_w8.tsv new file mode 100644 index 000000000..192b00ecc --- /dev/null +++ b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_qwen3-30b-a3b_default_w8.tsv @@ -0,0 +1,644 @@ +# model models/mlx/qwen3-30b-a3b-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 299190 +# chunks 80 chunk_tokens 8 topk 8 prefill 512 +# columns chunk pos target nll top_ids top_logits +0 0 42105 15.658142 1124,370,273,37018,2533,709,1318,1125 20.375000,18.375000,16.125000,15.312500,15.250000,14.937500,14.937500,14.687500 +0 1 275 5.930899 285,685,83964,27391,81080,579,10980,5137 17.375000,17.000000,16.500000,15.875000,15.187500,14.687500,14.625000,14.312500 +0 2 427 0.001720 427,644,765,706,779,78617,29551,1897 25.000000,17.375000,16.875000,15.875000,15.625000,15.437500,15.000000,14.937500 +0 3 12 5.603872 369,47761,25,198,311,320,4035,284 18.625000,18.250000,18.000000,17.875000,17.750000,17.750000,17.750000,17.625000 +0 4 17 1.257612 17,16,18,19,15,6570,5097,20 17.875000,17.375000,16.125000,15.750000,15.625000,15.625000,15.062500,14.750000 +0 5 3393 6.669989 320,10337,198,39183,75734,12,15,25 20.000000,19.250000,18.875000,18.625000,18.375000,18.000000,17.875000,17.875000 +0 6 75734 2.555450 2885,75734,39183,320,4035,2573,220,25 19.750000,19.500000,19.375000,19.250000,19.250000,19.000000,18.875000,18.250000 +0 7 79483 3.080648 320,4035,198,79483,25,271,348,284 21.250000,20.375000,20.000000,19.375000,19.250000,18.750000,18.750000,18.375000 +1 0 3608 8.624744 785,1986,418,58,15505,2,54,32 23.250000,20.875000,19.500000,19.250000,19.125000,19.000000,18.750000,18.500000 +1 1 257 11.838455 25,510,1467,323,198,320,1447,2038 26.500000,22.625000,22.500000,21.875000,21.750000,21.625000,21.625000,21.500000 +1 2 549 0.148943 549,760,284,508,320,481,3703,8478 26.375000,24.125000,22.375000,20.500000,20.375000,20.375000,20.125000,19.500000 +1 3 3703 0.884310 3703,508,26587,576,220,1758,256,662 22.500000,21.375000,21.250000,20.750000,20.125000,20.000000,19.500000,19.000000 +1 4 1110 0.000208 1110,25,549,322,14375,198,510,4 25.375000,15.687500,14.937500,14.375000,14.312500,14.000000,13.437500,13.000000 +1 5 71 0.603415 71,2136,82,11659,268,1041,2911,5204 23.750000,22.875000,22.000000,20.750000,20.250000,20.250000,20.250000,20.125000 +1 6 35268 0.000023 35268,4832,12,2596,4076,3992,13619,53917 30.750000,18.625000,18.375000,17.625000,17.250000,17.000000,17.000000,17.000000 +1 7 1564 0.000004 1564,3579,22185,29088,7605,18596,16281,46031 34.250000,21.125000,20.125000,19.500000,19.375000,19.375000,19.250000,19.000000 +2 0 6830 0.000002 6830,71433,1858,11021,35883,29425,18798,57409 31.375000,16.625000,16.375000,16.375000,15.750000,15.687500,15.312500,14.937500 +2 1 3446 0.000107 3446,1737,14,14953,25967,29425,75988,37462 31.625000,22.000000,20.500000,20.250000,19.875000,17.500000,17.375000,17.000000 +2 2 76649 0.000023 76649,8369,2096,4917,746,4886,82,29425 35.750000,25.125000,20.000000,19.125000,18.875000,18.375000,17.750000,16.625000 +2 3 11374 9.134396 6324,4846,14,22175,15792,25502,40689,23354 29.125000,26.500000,25.875000,24.750000,23.500000,23.125000,23.000000,22.875000 +2 4 3831 0.345558 3831,309,54,3288,1466,74,306,3466 24.625000,23.375000,20.750000,20.500000,20.125000,19.500000,19.500000,19.375000 +2 5 8833 0.002380 8833,18573,48796,82010,824,49099,2566,10566 30.375000,23.500000,22.500000,22.250000,21.500000,20.875000,20.500000,20.375000 +2 6 6324 0.053452 6324,22175,14,2899,10776,46928,2687,3183 32.250000,29.250000,26.875000,23.875000,23.250000,21.375000,20.875000,20.750000 +2 7 60403 0.029774 60403,1579,14939,417,17,90669,18677,2501 32.250000,28.750000,21.250000,19.000000,18.500000,18.000000,17.875000,17.375000 +3 0 427 0.000237 427,38649,477,327,4788,2252,480,1002 29.625000,20.750000,19.750000,18.875000,18.125000,17.000000,16.375000,16.250000 +3 1 198 0.752680 198,271,12,17,320,11,715,30 26.375000,26.125000,24.625000,23.500000,23.500000,21.875000,21.625000,21.125000 +3 2 70584 8.169565 1712,5009,6262,13806,36930,929,33363,34613 20.125000,20.000000,19.875000,19.875000,19.375000,19.250000,19.250000,19.125000 +3 3 257 0.014828 257,549,414,262,25,256,315,981 27.875000,21.875000,21.500000,21.125000,21.000000,21.000000,20.875000,20.875000 +3 4 549 0.000038 549,6260,760,30372,937,284,14512,481 32.250000,21.375000,20.000000,19.875000,19.375000,18.875000,18.000000,17.750000 +3 5 289 0.307632 289,330,97175,364,1273,28609,42105,5426 27.000000,25.250000,24.375000,24.000000,23.125000,22.250000,21.875000,21.500000 +3 6 60403 -0.000000 60403,14628,417,31580,5840,96363,2501,5566 34.750000,18.500000,17.625000,16.875000,15.875000,15.750000,15.687500,15.125000 +3 7 427 0.000015 427,2252,477,327,5722,38649,1303,439 39.000000,27.875000,25.125000,21.500000,21.125000,20.750000,20.250000,18.625000 +4 0 12 0.000134 12,16839,481,17,198,1273,1944,2630 34.500000,25.375000,22.750000,22.500000,21.750000,20.500000,20.500000,20.375000 +4 1 17 0.000053 17,16,1041,15,4266,18,19,220 36.250000,26.375000,21.000000,19.000000,18.750000,18.125000,17.375000,17.375000 +4 2 12 0.294460 12,198,8273,271,2852,320,715,16839 26.750000,25.250000,24.375000,22.000000,21.500000,21.125000,21.000000,20.625000 +4 3 1041 0.000240 1041,7112,21550,5761,39884,586,365,9199 31.000000,21.750000,21.125000,19.500000,19.375000,19.250000,18.875000,18.625000 +4 4 8273 0.001642 8273,198,271,2268,12,25502,13333,98056 26.250000,19.375000,17.375000,16.750000,16.500000,16.125000,16.000000,15.875000 +4 5 16 0.000019 16,17,15,1272,449,18,59854,275 29.125000,17.875000,16.375000,15.375000,14.875000,14.687500,13.250000,13.187500 +4 6 198 0.030674 198,271,320,13,715,2303,11,4710 29.500000,25.500000,24.500000,23.375000,23.250000,22.500000,20.375000,20.125000 +4 7 20193 2.238256 13806,20193,5009,6262,34613,5637,2833,1695 21.625000,20.250000,19.625000,19.500000,19.375000,19.250000,19.000000,18.375000 +5 0 414 0.021206 414,257,981,549,262,286,1141,260 27.125000,22.625000,21.875000,20.500000,19.875000,19.625000,19.375000,19.250000 +5 1 549 0.000010 549,760,30372,284,320,6260,937,3504 31.375000,18.250000,18.000000,17.625000,17.500000,17.375000,16.500000,16.125000 +5 2 1273 2.142210 5426,1273,364,10519,330,4862,2697,26125 29.750000,27.750000,24.250000,24.250000,24.125000,23.750000,23.125000,21.875000 +5 3 320 5.294514 198,271,320,715,11,2303,1406,4710 29.875000,26.625000,24.625000,22.125000,21.625000,21.125000,21.000000,20.125000 +5 4 19 4.021446 16,17,18,20,19,22,24,1499 24.375000,22.625000,22.250000,21.500000,21.000000,20.625000,20.625000,20.625000 +5 5 18 2.813009 15,17,20,19,11,16,18,23 26.750000,25.375000,25.250000,25.125000,25.000000,25.000000,25.000000,25.000000 +5 6 20 2.767477 11,17,15,18,19,13,23,21 26.250000,25.875000,25.625000,25.500000,25.500000,25.375000,25.375000,25.250000 +5 7 23 2.901077 17,11,15,18,21,19,16,20 25.500000,25.250000,25.250000,25.125000,25.000000,24.875000,24.625000,24.625000 +6 0 6978 7.358940 15,17,21,10295,19,18,16,20 23.625000,23.625000,23.625000,23.625000,23.500000,23.375000,23.250000,23.125000 +6 1 340 0.457958 340,692,8,11,304,701,2790,608 29.500000,28.750000,26.375000,26.375000,24.250000,23.625000,23.125000,22.750000 +6 2 9827 6.094645 13806,5009,13965,6262,3323,4061,2505,7595 20.625000,19.625000,19.375000,19.250000,19.125000,18.750000,18.625000,18.500000 +6 3 262 0.005299 262,257,25,549,256,414,220,981 28.375000,22.375000,21.125000,21.125000,20.750000,19.750000,19.500000,19.125000 +6 4 549 0.000053 549,6260,14512,937,320,30372,481,220 32.250000,21.625000,20.750000,20.500000,19.750000,19.000000,18.125000,18.000000 +6 5 13534 1.871914 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24.875000,24.750000,21.375000,20.875000,20.750000,20.000000,19.625000,19.000000 +75 3 9234 0.104465 9234,4013,3281,12425,18096,315,18635,19584 23.625000,20.125000,20.000000,19.500000,18.000000,17.875000,17.750000,17.375000 +75 4 15580 14.381557 315,304,24849,389,320,19867,1154,369 29.875000,23.500000,23.375000,23.125000,22.000000,22.000000,21.875000,20.750000 +75 5 315 0.103733 315,389,304,369,320,1154,24849,438 29.375000,26.500000,26.250000,23.125000,22.625000,22.500000,22.250000,21.875000 +75 6 279 0.047409 279,576,6326,7506,48822,5748,15696,18635 24.625000,20.875000,19.375000,18.625000,17.875000,17.625000,17.500000,17.500000 +75 7 12425 0.441647 12425,18096,4013,1293,7855,22358,5411,13434 23.250000,21.250000,21.125000,20.375000,20.250000,19.250000,18.750000,18.750000 +76 0 4013 0.005138 4013,19584,1473,2025,18136,6146,22358,80366 28.375000,22.000000,21.375000,21.125000,21.000000,20.125000,20.000000,19.375000 +76 1 467 6.012215 1154,576,6326,7506,18635,52325,9414,48822 19.625000,18.375000,17.750000,17.750000,17.500000,17.375000,16.750000,16.625000 +76 2 1765 0.060617 1765,16,3104,6179,2317,27313,449,4872 22.625000,18.875000,18.250000,17.875000,17.000000,16.250000,15.687500,15.687500 +76 3 279 0.012856 279,576,659,29092,1154,21192,30833,3138 26.500000,22.125000,16.750000,16.500000,16.375000,15.875000,15.312500,15.062500 +76 4 15021 0.004337 15021,17829,7840,5593,82988,13532,350,20617 22.125000,14.750000,14.187500,14.125000,13.687500,13.500000,13.250000,12.562500 +76 5 1154 1.520876 659,1154,320,2587,323,304,438,448 27.125000,26.250000,24.875000,24.750000,24.375000,24.250000,23.750000,23.625000 +76 6 8110 5.382923 892,5619,304,323,1380,448,6342,438 23.625000,23.125000,23.000000,22.750000,22.125000,21.500000,21.250000,20.625000 +76 7 553 0.008949 553,304,2937,19620,264,448,429,7069 28.125000,23.125000,21.000000,20.625000,19.375000,18.875000,18.125000,18.125000 +77 0 458 3.751808 264,458,806,2441,279,26255,12783,5619 26.125000,22.500000,22.500000,22.250000,21.750000,21.250000,21.125000,20.625000 +77 1 11094 0.089733 11094,9234,5107,15358,11577,61888,650,5813 25.125000,21.875000,20.625000,20.000000,19.375000,19.125000,19.000000,18.875000 +77 2 389 2.056034 304,389,438,518,448,315,279,369 29.875000,28.000000,26.000000,25.750000,23.500000,23.250000,23.125000,22.750000 +77 3 279 0.294870 279,264,458,576,2441,220,18096,7506 24.375000,22.750000,21.250000,20.500000,20.125000,19.250000,18.500000,18.375000 +77 4 12425 0.842447 12425,220,4013,18096,22358,1378,2086,9234 22.875000,22.375000,21.000000,20.125000,19.625000,19.500000,19.250000,19.125000 +77 5 4013 0.009087 4013,1473,19584,18136,2025,22358,6146,13420 27.375000,21.125000,21.125000,20.875000,20.750000,19.500000,19.000000,19.000000 +77 6 28778 6.528000 576,1154,9414,7506,659,48822,549,59455 17.875000,17.875000,16.625000,16.250000,15.875000,15.625000,15.562500,15.500000 +77 7 85393 0.341013 85393,2249,533,344,2221,49675,1524,3936 30.125000,28.875000,28.000000,21.625000,21.375000,20.500000,16.500000,16.375000 +78 0 304 0.240028 304,320,659,1154,323,892,438,549 27.625000,25.375000,25.250000,23.750000,22.750000,22.625000,22.000000,22.000000 +78 1 6702 4.276926 220,279,5534,6122,5768,6156,6527,6702 25.375000,23.000000,22.000000,21.875000,21.750000,21.625000,21.375000,21.375000 +78 2 220 0.027815 220,315,659,323,429,279,1154,16448 29.125000,25.375000,22.875000,21.750000,21.500000,21.375000,21.125000,20.875000 +78 3 17 0.000010 17,16,220,18,15,323,1154,315 28.625000,16.125000,14.687500,14.562500,14.312500,13.312500,13.312500,13.125000 +78 4 15 0.000002 15,13,16,220,2624,78,198,1154 26.250000,10.312500,9.875000,9.812500,9.812500,9.562500,9.250000,9.125000 +78 5 15 0.003601 15,16,17,1154,23,198,220,659 28.500000,22.875000,13.750000,13.625000,12.750000,12.062500,12.000000,11.875000 +78 6 23 0.033764 23,24,22,21,19,20,18,15 25.500000,22.125000,16.250000,13.812500,13.000000,12.937500,12.625000,12.500000 +78 7 659 0.079346 659,16448,323,6762,1154,2587,320,13 28.750000,25.125000,25.000000,24.250000,24.000000,23.250000,22.500000,21.750000 +79 0 1260 1.497442 758,1260,425,715,4710,5301,576,220 24.750000,24.000000,23.375000,23.375000,21.250000,20.750000,20.375000,20.125000 +79 1 1030 2.355553 572,1083,6342,9723,1030,58235,1221,1865 23.125000,22.375000,22.000000,22.000000,21.875000,20.875000,20.625000,20.500000 +79 2 264 0.024784 264,2441,458,806,279,12783,45250,8922 28.250000,23.125000,23.000000,22.375000,21.750000,21.375000,21.375000,21.000000 +79 3 45250 2.642172 3476,8640,12613,45250,8922,6388,2613,39400 23.625000,22.250000,21.625000,21.625000,21.000000,20.750000,20.625000,20.125000 +79 4 3476 0.008451 3476,8640,12613,949,12425,323,3668,11094 26.125000,20.875000,18.375000,17.875000,17.875000,17.750000,17.750000,17.375000 +79 5 304 0.271748 304,438,389,315,504,5619,369,448 28.875000,27.250000,26.500000,24.125000,23.375000,23.375000,21.875000,21.750000 +79 6 5779 13.080856 279,220,264,576,28778,458,4013,18096 26.875000,21.500000,20.875000,20.875000,20.500000,18.750000,18.750000,18.750000 +79 7 17770 0.021646 17770,315,220,9234,23921,481,12425,5479 23.125000,17.750000,17.375000,16.625000,16.500000,16.375000,15.937500,15.750000 diff --git a/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_qwen3-30b-a3b_fused0_w1.tsv b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_qwen3-30b-a3b_fused0_w1.tsv new file mode 100644 index 000000000..ccc803f40 --- /dev/null +++ b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_qwen3-30b-a3b_fused0_w1.tsv @@ -0,0 +1,132 @@ +# model models/mlx/qwen3-30b-a3b-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 299190 +# chunks 128 chunk_tokens 1 topk 8 prefill 0 +# columns chunk pos target nll top_ids top_logits +0 0 42105 15.658142 1124,370,273,37018,2533,709,1318,1125 20.375000,18.375000,16.125000,15.312500,15.250000,14.937500,14.937500,14.687500 +1 0 275 11.913864 1124,11520,2533,921,1318,273,9640,277 21.375000,17.125000,16.250000,14.937500,14.937500,14.750000,14.562500,14.187500 +2 0 427 13.637733 1124,370,11520,654,2533,37018,273,408 21.375000,19.125000,19.000000,18.375000,17.125000,17.000000,16.625000,16.375000 +3 0 12 6.185738 273,1124,370,8,11,37018,1318,354 14.750000,14.562500,14.437500,14.062500,13.937500,13.875000,13.750000,13.062500 +4 0 17 8.112597 1124,2533,921,1318,11520,1125,370,60 18.875000,14.812500,14.562500,14.375000,14.312500,14.187500,13.937500,13.812500 +5 0 3393 14.074186 1124,11520,2533,8,921,701,568,60 17.375000,15.875000,15.812500,15.562500,15.500000,14.937500,14.000000,13.937500 +6 0 75734 16.371218 1124,370,273,67,220,11,408,8 15.812500,15.062500,12.812500,12.625000,12.625000,12.437500,12.437500,12.250000 +7 0 79483 16.341965 1124,370,3808,654,15,220,516,668 20.875000,18.875000,17.250000,17.125000,16.250000,16.125000,15.937500,15.937500 +8 0 3608 15.900755 1124,654,370,220,39022,668,516,3044 21.750000,19.500000,18.750000,17.500000,16.875000,16.625000,16.500000,16.125000 +9 0 257 11.028683 220,315,25,12,17,15,323,2038 15.375000,15.062500,15.000000,13.937500,13.875000,13.812500,13.437500,13.250000 +10 0 549 11.542772 1124,353,1125,2533,921,3044,15,60 19.750000,14.812500,14.562500,14.250000,13.125000,13.125000,13.062500,12.875000 +11 0 3703 12.394114 1124,353,1125,2533,1318,921,701,9533 16.250000,12.875000,12.750000,12.687500,12.312500,11.875000,11.562500,11.312500 +12 0 1110 9.581078 1124,59,220,25,11,13,5305,9533 16.125000,12.187500,11.937500,11.875000,11.687500,11.625000,11.625000,11.562500 +13 0 71 4.989853 1124,370,59,220,1699,85,15,12 17.625000,14.750000,14.500000,14.500000,14.187500,14.000000,13.812500,13.687500 +14 0 35268 15.522278 1124,11520,2533,8,921,408,37018,701 23.250000,19.125000,15.812500,15.437500,15.437500,15.062500,15.062500,14.812500 +15 0 1564 8.919184 1124,220,71,370,709,304,65,3422 16.500000,14.687500,14.250000,13.250000,13.250000,13.187500,13.000000,12.937500 +16 0 6830 13.092667 1124,370,654,668,516,59,220,284 20.750000,18.000000,16.875000,16.875000,16.500000,16.250000,16.125000,15.937500 +17 0 3446 5.901718 1124,59,346,60,273,370,9533,17 19.000000,17.125000,15.812500,15.750000,15.687500,15.687500,15.562500,15.500000 +18 0 76649 14.290199 8,1124,921,1318,408,60,701,2533 15.250000,15.250000,14.500000,14.437500,14.375000,14.125000,14.062500,14.000000 +19 0 11374 7.982748 1124,370,516,13,11,59,7370,25 15.437500,14.562500,14.125000,14.000000,13.937500,13.937500,13.875000,13.812500 +20 0 3831 13.660204 1124,8,11,701,273,60,2533,25 17.000000,15.000000,14.625000,14.562500,14.250000,13.937500,13.875000,13.625000 +21 0 8833 15.143478 1124,3226,516,323,315,11,220,4260 14.312500,14.125000,12.875000,12.812500,12.687500,12.562500,12.250000,12.187500 +22 0 6324 14.240725 654,1124,370,516,4730,273,12,220 20.625000,18.625000,17.500000,17.000000,16.500000,16.125000,15.937500,15.812500 +23 0 60403 14.224003 1124,408,273,8,60,90,1250,2533 19.000000,17.125000,15.812500,15.187500,14.875000,14.812500,14.750000,14.750000 +24 0 427 15.060482 370,12,220,1124,3226,516,654,15 15.312500,14.625000,13.750000,13.437500,13.312500,13.187500,13.125000,13.000000 +25 0 198 5.185738 273,1124,370,8,11,37018,1318,354 14.750000,14.562500,14.437500,14.062500,13.937500,13.875000,13.750000,13.062500 +26 0 70584 21.273731 1124,370,654,1699,59,3044,220,516 24.750000,21.250000,20.250000,18.375000,17.875000,17.375000,17.000000,17.000000 +27 0 257 11.711554 1124,370,273,65,220,315,516,11 18.125000,15.312500,14.562500,14.000000,13.875000,13.687500,13.625000,13.562500 +28 0 549 11.542772 1124,353,1125,2533,921,3044,15,60 19.750000,14.812500,14.562500,14.250000,13.125000,13.125000,13.062500,12.875000 +29 0 289 9.862864 1124,353,1125,2533,1318,921,701,9533 16.250000,12.875000,12.750000,12.687500,12.312500,11.875000,11.562500,11.312500 +30 0 60403 16.143557 1124,11520,8,2533,921,408,701,11 19.000000,16.875000,16.625000,16.125000,16.000000,15.937500,15.875000,15.500000 +31 0 427 15.060482 370,12,220,1124,3226,516,654,15 15.312500,14.625000,13.750000,13.437500,13.312500,13.187500,13.125000,13.000000 +32 0 12 6.185738 273,1124,370,8,11,37018,1318,354 14.750000,14.562500,14.437500,14.062500,13.937500,13.875000,13.750000,13.062500 +33 0 17 8.112597 1124,2533,921,1318,11520,1125,370,60 18.875000,14.812500,14.562500,14.375000,14.312500,14.187500,13.937500,13.812500 +34 0 12 8.292936 1124,11520,2533,8,921,701,568,60 17.375000,15.875000,15.812500,15.562500,15.500000,14.937500,14.000000,13.937500 +35 0 1041 15.018847 1124,2533,921,1318,11520,1125,370,60 18.875000,14.812500,14.562500,14.375000,14.312500,14.187500,13.937500,13.812500 +36 0 8273 10.788666 1124,59,62,12,75738,284,79,3226 19.000000,17.875000,17.875000,17.125000,16.625000,16.250000,15.750000,15.250000 +37 0 16 11.611961 1124,11520,2533,921,408,9640,37018,273 20.500000,19.500000,18.875000,17.500000,17.375000,17.125000,16.875000,16.750000 +38 0 198 4.941576 13,16,17,15,18,24,5373,20 21.750000,21.250000,20.375000,20.125000,19.875000,19.875000,19.750000,19.375000 +39 0 20193 20.742481 1124,370,654,1699,59,3044,220,516 24.750000,21.250000,20.250000,18.375000,17.875000,17.375000,17.000000,17.000000 +40 0 414 10.426958 1124,220,12,370,59,654,17,75 16.375000,14.875000,14.187500,14.125000,13.812500,13.500000,13.062500,12.937500 +41 0 549 14.000826 1124,2533,921,1125,353,1318,60,273 21.250000,16.250000,15.437500,15.312500,14.625000,14.437500,14.312500,13.750000 +42 0 1273 11.175364 1124,353,1125,2533,1318,921,701,9533 16.250000,12.875000,12.750000,12.687500,12.312500,11.875000,11.562500,11.312500 +43 0 320 6.282543 1124,370,67,11,273,8,220,3226 15.312500,14.875000,13.000000,12.500000,12.500000,12.125000,12.062500,12.000000 +44 0 19 12.264500 1124,11520,37018,2533,370,1318,273,1291 23.125000,18.375000,18.375000,18.250000,18.125000,17.625000,17.500000,16.875000 +45 0 18 3.299484 13,15,17,9754,20,18,19,23 19.375000,18.250000,18.125000,18.125000,17.750000,17.625000,17.625000,17.625000 +46 0 20 8.007887 1124,2533,8,701,921,11520,11,1318 17.875000,15.937500,15.750000,15.625000,15.062500,15.000000,14.625000,14.437500 +47 0 23 3.615595 13,20,9754,15,17,18,23,5373 19.500000,18.625000,18.625000,18.500000,18.250000,18.000000,17.625000,17.500000 +48 0 6978 9.496529 13,9754,23,15,17,18,20,24 19.125000,18.625000,18.250000,18.125000,17.875000,17.750000,17.500000,17.500000 +49 0 340 10.063091 1124,220,315,323,59,11,1125,516 18.000000,13.937500,12.812500,12.250000,12.125000,12.062500,12.000000,11.937500 +50 0 9827 18.102856 1124,654,370,3044,7370,15,220,85 21.500000,18.625000,17.875000,16.625000,16.500000,16.125000,16.000000,15.687500 +51 0 262 8.542023 25,198,315,323,12,85,271,9 13.125000,12.812500,12.625000,12.312500,12.250000,12.250000,12.250000,12.062500 +52 0 549 14.613613 1124,2533,370,921,1125,1318,273,654 21.375000,15.875000,14.875000,14.500000,14.125000,14.062500,14.000000,13.812500 +53 0 13534 14.159739 1124,353,1125,2533,1318,921,701,9533 16.250000,12.875000,12.750000,12.687500,12.312500,11.875000,11.562500,11.312500 +54 0 7710 13.609167 1124,8,11,60,701,273,15,2533 15.437500,13.687500,13.312500,12.687500,12.687500,12.625000,12.312500,12.312500 +55 0 92214 13.098532 220,12,1124,62,85,716,516,3044 17.500000,16.750000,16.000000,15.375000,15.375000,15.187500,14.937500,14.812500 +56 0 220 2.158035 1124,220,17,15,16,12,85,370 14.187500,14.125000,12.937500,12.875000,12.750000,12.500000,12.500000,12.125000 +57 0 18 8.465647 1124,370,2533,1125,15,921,17,273 21.000000,15.625000,15.187500,14.500000,14.187500,14.000000,13.625000,13.500000 +58 0 13 7.195387 1124,2533,8,701,921,11520,11,1318 17.875000,15.937500,15.750000,15.625000,15.062500,15.000000,14.625000,14.437500 +59 0 15 10.943729 1124,2533,370,11520,1125,921,1318,709 23.500000,16.500000,16.250000,16.125000,15.875000,15.250000,15.125000,14.750000 +60 0 320 8.585220 15,13,271,16,17,11,18,198 23.500000,19.375000,18.500000,18.250000,18.250000,18.125000,17.750000,17.750000 +61 0 2428 18.014500 1124,11520,37018,2533,370,1318,273,1291 23.125000,18.375000,18.375000,18.250000,18.125000,17.625000,17.500000,16.875000 +62 0 1110 0.002548 1110,4,25,14375,322,549,60896,23817 21.250000,13.750000,13.625000,12.312500,12.187500,12.000000,11.125000,11.000000 +63 0 85231 14.771103 1124,370,59,220,1699,85,15,12 17.625000,14.750000,14.500000,14.500000,14.187500,14.000000,13.812500,13.687500 +64 0 2659 1.385748 2659,12,905,9533,1125,60,17,25 16.125000,15.312500,14.937500,14.062500,13.687500,13.625000,13.562500,13.375000 +65 0 6971 9.718528 9533,14186,13,11,25,1125,3470,220 12.687500,12.125000,11.625000,11.562500,11.562500,11.562500,11.562500,11.500000 +66 0 67733 9.446222 14,12,25815,3470,14186,315,23303,2899 14.875000,13.937500,13.937500,13.875000,13.875000,13.500000,13.437500,13.312500 +67 0 1331 5.194279 12,85,1124,71,15,67,73,14186 17.500000,17.375000,17.250000,17.000000,16.875000,16.875000,16.750000,16.625000 +68 0 64 10.719868 1124,2533,701,11,8,273,1125,921 18.625000,16.375000,16.000000,15.687500,15.562500,15.312500,15.187500,15.000000 +69 0 14 8.455219 370,1124,284,668,220,16,17,62 20.875000,20.625000,18.875000,18.750000,18.375000,18.000000,17.375000,17.375000 +70 0 18 5.833870 1124,370,273,3226,15,17,709,16 18.875000,15.750000,15.375000,14.625000,14.500000,14.500000,14.437500,14.312500 +71 0 13 7.195387 1124,2533,8,701,921,11520,11,1318 17.875000,15.937500,15.750000,15.625000,15.062500,15.000000,14.625000,14.437500 +72 0 15 10.943729 1124,2533,370,11520,1125,921,1318,709 23.500000,16.500000,16.250000,16.125000,15.875000,15.250000,15.125000,14.750000 +73 0 53560 16.897720 15,13,271,16,17,11,18,198 23.500000,19.375000,18.500000,18.250000,18.250000,18.125000,17.750000,17.750000 +74 0 19665 15.781054 370,12,220,1124,71,67,65,3226 16.375000,14.937500,14.500000,14.437500,13.875000,13.812500,13.750000,13.687500 +75 0 1488 9.160424 273,59,258,75,408,654,613,198 13.062500,12.687500,12.125000,11.875000,11.812500,11.625000,11.500000,11.437500 +76 0 25 5.648680 370,1124,220,668,315,516,323,11 16.375000,14.750000,13.750000,13.625000,13.375000,13.250000,12.875000,12.750000 +77 0 26587 18.881870 1124,370,273,1125,2533,1318,15,37018 23.250000,17.000000,14.937500,14.812500,14.812500,14.562500,14.437500,14.187500 +78 0 20343 10.312994 220,13,15,9533,25,12,905,516 13.562500,13.125000,12.937500,12.812500,12.687500,12.562500,12.562500,12.312500 +79 0 11 5.195824 1124,1699,497,3808,59,5305,9533,25 16.375000,13.250000,12.875000,12.812500,12.375000,12.250000,12.250000,12.125000 +80 0 80935 23.135878 1124,2533,1125,1318,701,709,37018,370 22.500000,17.000000,16.625000,16.250000,15.812500,15.500000,15.500000,15.437500 +81 0 15235 13.138783 370,1124,220,3226,17,13,16,25 17.000000,16.625000,15.062500,14.625000,14.500000,14.437500,14.187500,14.125000 +82 0 8319 14.028759 1124,13,11,59,25,85,12,62 19.500000,14.375000,14.312500,14.312500,13.937500,13.875000,13.687500,13.562500 +83 0 198 7.447018 1124,7110,9533,13,11,60,370,220 16.875000,13.875000,13.812500,13.312500,13.250000,13.125000,12.937500,12.687500 +84 0 1797 14.554981 1124,370,654,1699,59,3044,220,516 24.750000,21.250000,20.250000,18.375000,17.875000,17.375000,17.000000,17.000000 +85 0 320 8.401846 1124,353,220,1125,3044,15,1154,8358 17.750000,16.875000,13.875000,13.375000,13.250000,12.562500,12.250000,12.125000 +86 0 50 13.389500 1124,11520,37018,2533,370,1318,273,1291 23.125000,18.375000,18.375000,18.250000,18.125000,17.625000,17.500000,16.875000 +87 0 13 5.066502 1124,370,11,8,15,67,17,25 18.125000,16.000000,14.812500,14.437500,14.250000,14.187500,14.062500,14.062500 +88 0 8755 19.349979 1124,2533,370,11520,1125,921,1318,709 23.500000,16.500000,16.250000,16.125000,15.875000,15.250000,15.125000,14.750000 +89 0 487 13.848232 1124,11520,2533,921,408,273,1318,709 19.625000,18.375000,17.500000,16.750000,16.625000,15.875000,15.812500,15.687500 +90 0 11 4.000296 315,1124,220,323,516,304,11,12 15.375000,14.625000,14.312500,14.187500,13.687500,13.500000,13.437500,13.187500 +91 0 451 13.214003 1124,2533,1125,1318,701,709,37018,370 22.500000,17.000000,16.625000,16.250000,15.812500,15.500000,15.500000,15.437500 +92 0 13 7.262770 1124,8,11,11520,60,921,701,59 19.250000,14.500000,14.250000,14.062500,13.562500,13.500000,13.250000,12.937500 +93 0 49256 22.529667 1124,2533,370,11520,1125,921,1318,709 23.500000,16.500000,16.250000,16.125000,15.875000,15.250000,15.125000,14.750000 +94 0 812 13.391140 1124,3226,370,11520,4260,408,273,277 23.375000,18.125000,17.500000,16.625000,15.687500,15.500000,15.375000,15.187500 +95 0 82977 18.169018 370,1124,3226,4260,67,408,273,5305 20.125000,19.625000,16.000000,14.250000,14.187500,14.125000,14.000000,13.812500 +96 0 28134 12.840233 1124,3226,370,59,71,4260,273,277 22.125000,16.375000,15.812500,15.500000,15.500000,15.375000,15.312500,14.750000 +97 0 11 7.871319 1124,370,11520,654,273,408,2533,709 21.750000,19.000000,17.625000,17.125000,16.000000,15.625000,15.437500,15.187500 +98 0 431 13.339003 1124,2533,1125,1318,701,709,37018,370 22.500000,17.000000,16.625000,16.250000,15.812500,15.500000,15.500000,15.437500 +99 0 13 8.217701 1124,370,11520,408,2533,37018,921,273 18.750000,16.875000,16.625000,16.500000,15.687500,15.437500,15.187500,15.125000 +100 0 2055 18.881229 1124,2533,370,11520,1125,921,1318,709 23.500000,16.500000,16.250000,16.125000,15.875000,15.250000,15.125000,14.750000 +101 0 9034 20.215448 1124,11520,11,2533,1318,273,37018,67 22.500000,15.687500,15.250000,15.000000,14.937500,14.625000,14.625000,14.562500 +102 0 1959 15.908197 1124,3226,273,408,4260,11,71,709 20.000000,16.750000,15.687500,15.500000,15.250000,15.125000,14.812500,14.750000 +103 0 330 8.512422 701,11,8,370,1124,67,220,1154 11.437500,10.687500,10.500000,10.375000,10.250000,10.000000,9.937500,9.750000 +104 0 9084 20.417845 1124,370,1318,2533,37018,709,11520,1125 22.500000,17.375000,17.125000,16.500000,16.250000,15.875000,15.875000,15.687500 +105 0 56793 17.907835 353,9,1124,220,12,59,323,1699 18.500000,15.500000,15.312500,15.250000,14.437500,14.062500,13.812500,13.625000 +106 0 386 5.944557 220,12,15,16,17,516,353,1124 14.500000,13.500000,13.437500,12.875000,12.875000,12.625000,12.562500,12.375000 +107 0 12735 20.541971 1124,8,11520,11,921,701,2533,60 19.625000,14.937500,14.812500,14.437500,14.062500,13.937500,13.687500,13.437500 +108 0 26874 9.699532 315,1124,220,17,370,62,12,323 16.125000,15.750000,15.437500,15.187500,15.125000,14.812500,14.750000,14.750000 +109 0 497 5.517696 315,1124,220,323,13,11,304,25 14.437500,14.125000,13.937500,13.875000,13.500000,13.187500,13.000000,12.687500 +110 0 220 4.806910 1124,1125,2533,6878,220,1318,716,1467 19.500000,16.250000,15.500000,15.437500,14.937500,14.625000,14.437500,14.437500 +111 0 17 7.403147 1124,370,2533,1125,15,921,17,273 21.000000,15.625000,15.187500,14.500000,14.187500,14.000000,13.625000,13.500000 +112 0 15 5.230436 1124,11520,2533,8,921,701,568,60 17.375000,15.875000,15.812500,15.562500,15.500000,14.937500,14.000000,13.937500 +113 0 16 5.335220 15,13,271,16,17,11,18,198 23.500000,19.375000,18.500000,18.250000,18.250000,18.125000,17.750000,17.750000 +114 0 21 4.191576 13,16,17,15,18,24,5373,20 21.750000,21.250000,20.375000,20.125000,19.875000,19.875000,19.750000,19.375000 +115 0 340 6.857134 13,21,9754,15,17,18,19,23 19.875000,19.375000,19.375000,19.000000,18.875000,18.750000,18.625000,18.500000 +116 0 1797 11.743481 1124,654,370,3044,7370,15,220,85 21.500000,18.625000,17.875000,16.625000,16.500000,16.125000,16.000000,15.687500 +117 0 39183 16.917471 1124,353,220,1125,3044,15,1154,8358 17.750000,16.875000,13.875000,13.375000,13.250000,12.562500,12.250000,12.125000 +118 0 3701 10.465765 1124,220,15,17,13,315,370,323 14.687500,14.312500,13.187500,12.937500,12.687500,12.687500,12.625000,12.437500 +119 0 25 8.073538 1124,370,668,353,59,220,516,323 19.000000,18.000000,16.000000,14.562500,13.937500,13.750000,13.750000,13.250000 +120 0 3703 16.194370 1124,370,273,1125,2533,1318,15,37018 23.250000,17.000000,14.937500,14.812500,14.812500,14.562500,14.437500,14.187500 +121 0 1110 9.581078 1124,59,220,25,11,13,5305,9533 16.125000,12.187500,11.937500,11.875000,11.687500,11.625000,11.625000,11.562500 +122 0 71 4.989853 1124,370,59,220,1699,85,15,12 17.625000,14.750000,14.500000,14.500000,14.187500,14.000000,13.812500,13.687500 +123 0 35268 15.522278 1124,11520,2533,8,921,408,37018,701 23.250000,19.125000,15.812500,15.437500,15.437500,15.062500,15.062500,14.812500 +124 0 1564 8.919184 1124,220,71,370,709,304,65,3422 16.500000,14.687500,14.250000,13.250000,13.250000,13.187500,13.000000,12.937500 +125 0 6830 13.092667 1124,370,654,668,516,59,220,284 20.750000,18.000000,16.875000,16.875000,16.500000,16.250000,16.125000,15.937500 +126 0 3446 5.901718 1124,59,346,60,273,370,9533,17 19.000000,17.125000,15.812500,15.750000,15.687500,15.687500,15.562500,15.500000 +127 0 76649 14.290199 8,1124,921,1318,408,60,701,2533 15.250000,15.250000,14.500000,14.437500,14.375000,14.125000,14.062500,14.000000 diff --git a/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_qwen3-30b-a3b_fused0_w256.tsv b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_qwen3-30b-a3b_fused0_w256.tsv new file mode 100644 index 000000000..d9ff5b9b9 --- /dev/null +++ b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_qwen3-30b-a3b_fused0_w256.tsv @@ -0,0 +1,516 @@ +# model models/mlx/qwen3-30b-a3b-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 299190 +# chunks 2 chunk_tokens 256 topk 8 prefill 0 +# columns chunk pos target nll top_ids top_logits +0 0 42105 16.130579 1124,370,273,37018,2533,709,1318,654 21.250000,18.750000,16.500000,15.687500,15.625000,15.375000,15.375000,15.312500 +0 1 275 5.883675 285,685,83964,27391,81080,10980,579,5137 17.375000,17.250000,16.500000,16.000000,15.312500,14.812500,14.625000,14.375000 +0 2 427 0.001823 427,644,765,706,779,78617,1897,29551 25.250000,17.750000,17.375000,16.000000,16.000000,15.500000,15.375000,15.312500 +0 3 12 5.671816 47761,369,198,4035,25,311,287,320 18.500000,18.375000,18.000000,18.000000,17.875000,17.875000,17.750000,17.750000 +0 4 17 1.204237 17,16,18,19,15,6570,20,5097 17.625000,17.125000,16.000000,15.500000,15.375000,15.187500,14.687500,14.312500 +0 5 3393 6.803715 320,10337,198,75734,39183,15,42094,12 20.375000,19.625000,19.125000,18.875000,18.750000,18.250000,18.250000,18.125000 +0 6 75734 2.685589 2885,75734,4035,39183,320,220,2573,18221 19.750000,19.250000,19.125000,19.125000,18.875000,18.750000,18.750000,17.750000 +0 7 79483 3.282328 320,4035,198,25,79483,271,348,18221 21.375000,20.500000,20.125000,19.250000,19.250000,18.625000,18.625000,18.500000 +0 8 3608 8.863729 785,1986,418,58,15505,2,54,40 23.125000,20.500000,19.500000,19.125000,19.125000,18.875000,18.750000,18.250000 +0 9 257 11.780977 25,510,1467,198,1447,320,315,323 26.375000,22.625000,22.125000,21.875000,21.625000,21.500000,21.375000,21.375000 +0 10 549 0.163952 549,760,284,508,320,481,3703,6260 26.625000,24.500000,23.000000,20.875000,20.625000,20.375000,20.125000,19.625000 +0 11 3703 0.931257 3703,508,26587,576,1758,220,256,662 22.500000,21.500000,21.375000,20.875000,20.125000,20.000000,19.625000,18.875000 +0 12 1110 0.000183 1110,25,549,322,14375,198,510,4 25.500000,15.687500,14.812500,14.500000,14.312500,14.000000,13.437500,13.125000 +0 13 71 0.595207 71,2136,82,11659,2911,5204,1041,268 23.625000,22.875000,21.625000,20.625000,20.125000,19.875000,19.750000,19.625000 +0 14 35268 0.000046 35268,2596,13619,12,23518,4076,768,7876 30.250000,19.250000,19.125000,17.250000,17.000000,16.875000,16.500000,16.500000 +0 15 1564 0.000004 1564,3579,18596,22185,7605,29088,46031,16281 35.750000,23.000000,21.375000,20.875000,20.625000,20.500000,20.500000,19.875000 +0 16 6830 0.000002 6830,71433,1858,35883,11021,29425,18798,57409 31.875000,17.125000,16.625000,16.500000,16.375000,16.375000,16.000000,15.937500 +0 17 3446 0.000080 3446,1737,14,14953,25967,75988,29425,3183 31.375000,21.250000,20.375000,19.750000,19.375000,17.250000,17.125000,17.000000 +0 18 76649 0.000023 76649,8369,4917,2096,746,4886,29425,82 35.750000,25.125000,20.125000,19.750000,19.125000,18.000000,17.250000,16.625000 +0 19 11374 9.192833 6324,4846,14,22175,15792,25502,23354,90936 29.750000,26.125000,25.875000,25.375000,23.500000,23.125000,23.000000,22.750000 +0 20 3831 0.334621 3831,309,3288,54,1466,74,88,306 24.750000,23.500000,20.750000,20.375000,20.125000,19.500000,19.375000,19.375000 +0 21 8833 0.007381 8833,18573,48796,49099,82010,824,2566,2712 29.125000,23.250000,22.375000,22.375000,21.250000,20.875000,20.750000,20.250000 +0 22 6324 0.051846 6324,22175,14,2899,10776,46928,2687,4846 32.750000,29.750000,27.000000,23.625000,22.875000,21.375000,20.875000,20.875000 +0 23 60403 0.020554 60403,1579,14939,17,417,18677,90669,2963 33.000000,29.125000,21.500000,18.875000,18.875000,18.000000,18.000000,17.625000 +0 24 427 0.000263 427,38649,477,4788,327,480,1002,2252 28.875000,19.750000,19.625000,17.875000,17.500000,17.500000,16.250000,16.250000 +0 25 198 0.675570 198,271,12,320,17,715,11,34827 26.250000,26.000000,23.375000,23.250000,22.500000,21.750000,21.125000,21.000000 +0 26 70584 8.310024 1712,6262,13806,5009,36930,33363,34613,929 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29.125000,20.750000,19.000000,18.250000,18.250000,17.875000,17.875000,17.125000 +1 254 15 0.000006 15,16,17,481,78,18,549,1154 28.375000,15.062500,13.750000,13.250000,13.187500,12.625000,12.625000,12.625000 +1 255 15 0.004082 15,16,17,21,22,481,4146,339 28.000000,22.500000,13.937500,12.875000,12.437500,12.437500,12.125000,12.062500 diff --git a/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_qwen3-30b-a3b_fused0_w8.tsv b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_qwen3-30b-a3b_fused0_w8.tsv new file mode 100644 index 000000000..192b00ecc --- /dev/null +++ b/benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_qwen3-30b-a3b_fused0_w8.tsv @@ -0,0 +1,644 @@ +# model models/mlx/qwen3-30b-a3b-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 299190 +# chunks 80 chunk_tokens 8 topk 8 prefill 512 +# columns chunk pos target nll top_ids top_logits +0 0 42105 15.658142 1124,370,273,37018,2533,709,1318,1125 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30.375000,23.500000,22.500000,22.250000,21.500000,20.875000,20.500000,20.375000 +2 6 6324 0.053452 6324,22175,14,2899,10776,46928,2687,3183 32.250000,29.250000,26.875000,23.875000,23.250000,21.375000,20.875000,20.750000 +2 7 60403 0.029774 60403,1579,14939,417,17,90669,18677,2501 32.250000,28.750000,21.250000,19.000000,18.500000,18.000000,17.875000,17.375000 +3 0 427 0.000237 427,38649,477,327,4788,2252,480,1002 29.625000,20.750000,19.750000,18.875000,18.125000,17.000000,16.375000,16.250000 +3 1 198 0.752680 198,271,12,17,320,11,715,30 26.375000,26.125000,24.625000,23.500000,23.500000,21.875000,21.625000,21.125000 +3 2 70584 8.169565 1712,5009,6262,13806,36930,929,33363,34613 20.125000,20.000000,19.875000,19.875000,19.375000,19.250000,19.250000,19.125000 +3 3 257 0.014828 257,549,414,262,25,256,315,981 27.875000,21.875000,21.500000,21.125000,21.000000,21.000000,20.875000,20.875000 +3 4 549 0.000038 549,6260,760,30372,937,284,14512,481 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31.000000,21.750000,21.125000,19.500000,19.375000,19.250000,18.875000,18.625000 +4 4 8273 0.001642 8273,198,271,2268,12,25502,13333,98056 26.250000,19.375000,17.375000,16.750000,16.500000,16.125000,16.000000,15.875000 +4 5 16 0.000019 16,17,15,1272,449,18,59854,275 29.125000,17.875000,16.375000,15.375000,14.875000,14.687500,13.250000,13.187500 +4 6 198 0.030674 198,271,320,13,715,2303,11,4710 29.500000,25.500000,24.500000,23.375000,23.250000,22.500000,20.375000,20.125000 +4 7 20193 2.238256 13806,20193,5009,6262,34613,5637,2833,1695 21.625000,20.250000,19.625000,19.500000,19.375000,19.250000,19.000000,18.375000 +5 0 414 0.021206 414,257,981,549,262,286,1141,260 27.125000,22.625000,21.875000,20.500000,19.875000,19.625000,19.375000,19.250000 +5 1 549 0.000010 549,760,30372,284,320,6260,937,3504 31.375000,18.250000,18.000000,17.625000,17.500000,17.375000,16.500000,16.125000 +5 2 1273 2.142210 5426,1273,364,10519,330,4862,2697,26125 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0 1865 3.827518 572,6342,9723,3867,10859,10660,1030,3949 24.375000,23.000000,23.000000,22.250000,22.000000,21.750000,21.625000,21.625000 +74 1 264 1.157164 806,264,458,279,26255,2441,825,12425 28.500000,27.875000,26.625000,23.250000,22.625000,21.375000,21.000000,21.000000 +74 2 8640 0.548628 8640,9814,94056,12425,2805,825,470,3281 23.625000,21.750000,21.625000,21.375000,21.000000,20.125000,19.625000,19.500000 +74 3 11094 0.036165 11094,569,3476,26255,39400,5068,12425,6774 25.500000,21.625000,19.625000,19.125000,18.875000,18.750000,18.750000,18.625000 +74 4 389 0.578470 389,304,518,438,369,448,320,569 29.125000,28.750000,26.125000,25.625000,23.875000,23.875000,22.250000,21.875000 +74 5 264 4.455238 279,576,264,6326,458,18096,48822,18635 24.500000,20.625000,20.125000,19.625000,18.875000,18.875000,18.250000,17.875000 +74 6 1378 5.603088 12425,220,4013,18096,3175,3281,3887,9234 21.000000,20.250000,20.250000,20.125000,20.000000,19.875000,19.750000,19.500000 +74 7 569 2.154459 481,28037,569,12,9234,949,29509,21231 20.625000,20.125000,19.250000,19.125000,16.625000,16.250000,16.000000,15.625000 +75 0 12 0.000103 12,313,28,569,36519,1154,481,11 30.500000,19.125000,19.000000,18.875000,18.875000,18.750000,18.375000,17.875000 +75 1 31 0.000061 31,62799,569,19191,19347,323,26,39291 31.625000,21.500000,20.625000,17.625000,16.750000,16.625000,16.500000,16.125000 +75 2 949 0.685629 949,9234,481,2003,6460,1899,2254,3668 24.875000,24.750000,21.375000,20.875000,20.750000,20.000000,19.625000,19.000000 +75 3 9234 0.104465 9234,4013,3281,12425,18096,315,18635,19584 23.625000,20.125000,20.000000,19.500000,18.000000,17.875000,17.750000,17.375000 +75 4 15580 14.381557 315,304,24849,389,320,19867,1154,369 29.875000,23.500000,23.375000,23.125000,22.000000,22.000000,21.875000,20.750000 +75 5 315 0.103733 315,389,304,369,320,1154,24849,438 29.375000,26.500000,26.250000,23.125000,22.625000,22.500000,22.250000,21.875000 +75 6 279 0.047409 279,576,6326,7506,48822,5748,15696,18635 24.625000,20.875000,19.375000,18.625000,17.875000,17.625000,17.500000,17.500000 +75 7 12425 0.441647 12425,18096,4013,1293,7855,22358,5411,13434 23.250000,21.250000,21.125000,20.375000,20.250000,19.250000,18.750000,18.750000 +76 0 4013 0.005138 4013,19584,1473,2025,18136,6146,22358,80366 28.375000,22.000000,21.375000,21.125000,21.000000,20.125000,20.000000,19.375000 +76 1 467 6.012215 1154,576,6326,7506,18635,52325,9414,48822 19.625000,18.375000,17.750000,17.750000,17.500000,17.375000,16.750000,16.625000 +76 2 1765 0.060617 1765,16,3104,6179,2317,27313,449,4872 22.625000,18.875000,18.250000,17.875000,17.000000,16.250000,15.687500,15.687500 +76 3 279 0.012856 279,576,659,29092,1154,21192,30833,3138 26.500000,22.125000,16.750000,16.500000,16.375000,15.875000,15.312500,15.062500 +76 4 15021 0.004337 15021,17829,7840,5593,82988,13532,350,20617 22.125000,14.750000,14.187500,14.125000,13.687500,13.500000,13.250000,12.562500 +76 5 1154 1.520876 659,1154,320,2587,323,304,438,448 27.125000,26.250000,24.875000,24.750000,24.375000,24.250000,23.750000,23.625000 +76 6 8110 5.382923 892,5619,304,323,1380,448,6342,438 23.625000,23.125000,23.000000,22.750000,22.125000,21.500000,21.250000,20.625000 +76 7 553 0.008949 553,304,2937,19620,264,448,429,7069 28.125000,23.125000,21.000000,20.625000,19.375000,18.875000,18.125000,18.125000 +77 0 458 3.751808 264,458,806,2441,279,26255,12783,5619 26.125000,22.500000,22.500000,22.250000,21.750000,21.250000,21.125000,20.625000 +77 1 11094 0.089733 11094,9234,5107,15358,11577,61888,650,5813 25.125000,21.875000,20.625000,20.000000,19.375000,19.125000,19.000000,18.875000 +77 2 389 2.056034 304,389,438,518,448,315,279,369 29.875000,28.000000,26.000000,25.750000,23.500000,23.250000,23.125000,22.750000 +77 3 279 0.294870 279,264,458,576,2441,220,18096,7506 24.375000,22.750000,21.250000,20.500000,20.125000,19.250000,18.500000,18.375000 +77 4 12425 0.842447 12425,220,4013,18096,22358,1378,2086,9234 22.875000,22.375000,21.000000,20.125000,19.625000,19.500000,19.250000,19.125000 +77 5 4013 0.009087 4013,1473,19584,18136,2025,22358,6146,13420 27.375000,21.125000,21.125000,20.875000,20.750000,19.500000,19.000000,19.000000 +77 6 28778 6.528000 576,1154,9414,7506,659,48822,549,59455 17.875000,17.875000,16.625000,16.250000,15.875000,15.625000,15.562500,15.500000 +77 7 85393 0.341013 85393,2249,533,344,2221,49675,1524,3936 30.125000,28.875000,28.000000,21.625000,21.375000,20.500000,16.500000,16.375000 +78 0 304 0.240028 304,320,659,1154,323,892,438,549 27.625000,25.375000,25.250000,23.750000,22.750000,22.625000,22.000000,22.000000 +78 1 6702 4.276926 220,279,5534,6122,5768,6156,6527,6702 25.375000,23.000000,22.000000,21.875000,21.750000,21.625000,21.375000,21.375000 +78 2 220 0.027815 220,315,659,323,429,279,1154,16448 29.125000,25.375000,22.875000,21.750000,21.500000,21.375000,21.125000,20.875000 +78 3 17 0.000010 17,16,220,18,15,323,1154,315 28.625000,16.125000,14.687500,14.562500,14.312500,13.312500,13.312500,13.125000 +78 4 15 0.000002 15,13,16,220,2624,78,198,1154 26.250000,10.312500,9.875000,9.812500,9.812500,9.562500,9.250000,9.125000 +78 5 15 0.003601 15,16,17,1154,23,198,220,659 28.500000,22.875000,13.750000,13.625000,12.750000,12.062500,12.000000,11.875000 +78 6 23 0.033764 23,24,22,21,19,20,18,15 25.500000,22.125000,16.250000,13.812500,13.000000,12.937500,12.625000,12.500000 +78 7 659 0.079346 659,16448,323,6762,1154,2587,320,13 28.750000,25.125000,25.000000,24.250000,24.000000,23.250000,22.500000,21.750000 +79 0 1260 1.497442 758,1260,425,715,4710,5301,576,220 24.750000,24.000000,23.375000,23.375000,21.250000,20.750000,20.375000,20.125000 +79 1 1030 2.355553 572,1083,6342,9723,1030,58235,1221,1865 23.125000,22.375000,22.000000,22.000000,21.875000,20.875000,20.625000,20.500000 +79 2 264 0.024784 264,2441,458,806,279,12783,45250,8922 28.250000,23.125000,23.000000,22.375000,21.750000,21.375000,21.375000,21.000000 +79 3 45250 2.642172 3476,8640,12613,45250,8922,6388,2613,39400 23.625000,22.250000,21.625000,21.625000,21.000000,20.750000,20.625000,20.125000 +79 4 3476 0.008451 3476,8640,12613,949,12425,323,3668,11094 26.125000,20.875000,18.375000,17.875000,17.875000,17.750000,17.750000,17.375000 +79 5 304 0.271748 304,438,389,315,504,5619,369,448 28.875000,27.250000,26.500000,24.125000,23.375000,23.375000,21.875000,21.750000 +79 6 5779 13.080856 279,220,264,576,28778,458,4013,18096 26.875000,21.500000,20.875000,20.875000,20.500000,18.750000,18.750000,18.750000 +79 7 17770 0.021646 17770,315,220,9234,23921,481,12425,5479 23.125000,17.750000,17.375000,16.625000,16.500000,16.375000,15.937500,15.750000 diff --git a/benchmarks/logit_traces/rocm_gfx1151_bec64748/METADATA.txt b/benchmarks/logit_traces/rocm_gfx1151_bec64748/METADATA.txt new file mode 100644 index 000000000..b8691e34b --- /dev/null +++ b/benchmarks/logit_traces/rocm_gfx1151_bec64748/METADATA.txt @@ -0,0 +1,13 @@ +host: AMD Ryzen AI MAX+ 395 with Radeon 8060S (gfx1151, RDNA 3.5, 40 CUs), 96 GiB VRAM carve-out, 31 GiB host RAM +os: Debian GNU/Linux 13 (trixie), kernel 6.18.12+deb13-amd64 +rocm: 10.0.0 packages (HIP 7.15.26333, AMD clang 23), ROCM_PATH=/opt/rocm +mlxcel_commit: bec64748a5a1ac8112cbaebded0252d4d04fbb24, built with --features rocm, MLX_ROCM_ARCHITECTURES from rocminfo (gfx1151) +mlx_pin: 81ba1c6a0e50a9268b931579c2d4f1158b9aab5a +logit_trace_sha256: 78f8f29a74d3cf8ee6302cc1a9b1fd1949f151b5d56a5399a4b798cbab6a2b5a (qwen3-0.6b, llama-3.1-8b-instruct, qwen3-30b-a3b) +logit_trace_sha256_mixtral: b253216c66f739ecdc4d86143746f0f64b6c3fc2aeff2c2cdab1709e5f477bc9 (bec64748 plus only the f16 gather_qmm dispatch change from lablup/mlxcel#1822 in src/lib/mlx-cpp/patches-rocm; no mlxcel Rust or bridge change) +corpus: tests/fixtures/wikitext2_excerpt.txt sha256 16721fc1057d69efc8493718fcad562de9e4554ce05369876cd06dcba431394e +args: w1='1 128 8 0' w8='8 80 8 512' w256='256 2 8 0' (CHUNK_TOKENS MAX_CHUNKS TOPK PREFILL) +checkpoints: Qwen3-0.6B-4bit@73e3e38d, Meta-Llama-3.1-8B-Instruct-4bit@241a666d, Qwen3-30B-A3B-4bit@d388dead, Mixtral-8x7B-Instruct-v0.1-4bit@4e8f7045 (same revisions as the Metal traces) +env: LD_LIBRARY_PATH unset; MLXCEL_KEEP_BF16 unset +tags: 'default' = MLXCEL_FUSED_MOE unset (dense models only); 'fused0' = MLXCEL_FUSED_MOE=0 (gather_qmm path; the fused MoE kernel aborts on ROCm until lablup/mlxcel#1803) +gpu: no other GPU process during the runs diff --git a/benchmarks/logit_traces/rocm_gfx1151_bec64748/README.md b/benchmarks/logit_traces/rocm_gfx1151_bec64748/README.md new file mode 100644 index 000000000..6cce55b25 --- /dev/null +++ b/benchmarks/logit_traces/rocm_gfx1151_bec64748/README.md @@ -0,0 +1,22 @@ +# ROCm logit traces for lablup/mlxcel#1809 + +Teacher-forced logit traces from `examples/logit_trace` on a Radeon 8060S (`gfx1151`), built with `--features rocm` at mlxcel `bec64748` (MLX pin `81ba1c6a`). They are the ROCm side of the cross-backend correctness matrix in lablup/mlxcel#1809, taken with the same checkpoints (same Hugging Face revisions), corpus and arguments as the Metal reference in `../metal_m1u_bec64748/`. `METADATA.txt` records the host, ROCm version, binaries and revisions; `RUNS.txt` has the exit status and row count of every run; `SHA256SUMS` covers every trace. + +## What was traced + +The same four affine 4-bit checkpoints at the same three shapes (`w1` = `1 128 8 0`, `w8` = `8 80 8 512`, `w256` = `256 2 8 0`) over `tests/fixtures/wikitext2_excerpt.txt`: + +- `qwen3-0.6b` and `llama-3.1-8b-instruct` with the default settings (`default`). +- `qwen3-30b-a3b` and `mixtral-8x7b-instruct` with `MLXCEL_FUSED_MOE=0` (`fused0`), because the fused MoE kernel has no ROCm port and aborts until lablup/mlxcel#1803. Compare them with the Metal `fused0` traces. + +The Mixtral traces use a `logit_trace` built from `bec64748` plus only the f16 `gather_qmm` dispatch change in lablup/mlxcel#1822 (an edit inside `src/lib/mlx-cpp/patches-rocm/`, with no mlxcel Rust or bridge change). Without it, this f16 checkpoint spends about 205 ms per MoE `gather_qmm` call in a generic kernel, and the traces would take hours instead of minutes; with it, the numerics are those of the kernel a user of the fix runs. + +## Comparing + +```bash +python3 scripts/compare_logit_traces.py \ + benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748___.tsv \ + benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748___.tsv +``` + +The results and how to read them are in `docs/benchmark_results/rocm-correctness-gfx1151-2026-09-12.md`. diff --git a/benchmarks/logit_traces/rocm_gfx1151_bec64748/RUNS.txt b/benchmarks/logit_traces/rocm_gfx1151_bec64748/RUNS.txt new file mode 100644 index 000000000..abf9726c6 --- /dev/null +++ b/benchmarks/logit_traces/rocm_gfx1151_bec64748/RUNS.txt @@ -0,0 +1,12 @@ +rocm_gfx1151_bec64748_qwen3-0.6b_default_w1 exit=0 rows=132 elapsed=3s +rocm_gfx1151_bec64748_qwen3-0.6b_default_w8 exit=0 rows=644 elapsed=11s +rocm_gfx1151_bec64748_qwen3-0.6b_default_w256 exit=0 rows=516 elapsed=2s +rocm_gfx1151_bec64748_llama-3.1-8b-instruct_default_w1 exit=0 rows=132 elapsed=7s +rocm_gfx1151_bec64748_llama-3.1-8b-instruct_default_w8 exit=0 rows=644 elapsed=47s +rocm_gfx1151_bec64748_llama-3.1-8b-instruct_default_w256 exit=0 rows=516 elapsed=3s +rocm_gfx1151_bec64748_qwen3-30b-a3b_fused0_w1 exit=0 rows=132 elapsed=12s +rocm_gfx1151_bec64748_qwen3-30b-a3b_fused0_w8 exit=0 rows=644 elapsed=119s +rocm_gfx1151_bec64748_qwen3-30b-a3b_fused0_w256 exit=0 rows=516 elapsed=11s +rocm_gfx1151_bec64748_mixtral-8x7b-instruct_fused0_w1 exit=0 rows=132 elapsed=42s +rocm_gfx1151_bec64748_mixtral-8x7b-instruct_fused0_w8 exit=0 rows=644 elapsed=1022s +rocm_gfx1151_bec64748_mixtral-8x7b-instruct_fused0_w256 exit=0 rows=516 elapsed=26s diff --git a/benchmarks/logit_traces/rocm_gfx1151_bec64748/SHA256SUMS b/benchmarks/logit_traces/rocm_gfx1151_bec64748/SHA256SUMS new file mode 100644 index 000000000..5a0dbb435 --- /dev/null +++ b/benchmarks/logit_traces/rocm_gfx1151_bec64748/SHA256SUMS @@ -0,0 +1,12 @@ +af7d1e36f28bf6c4396c4820b86c7e4cdcb8b08cb35298c4cab1281da4b5135e rocm_gfx1151_bec64748_llama-3.1-8b-instruct_default_w1.tsv +07558e3a063157a65d552e5866465e1fbc15ecee73e42860bd8d48d3e5b2947b rocm_gfx1151_bec64748_llama-3.1-8b-instruct_default_w256.tsv +607ad3ccc4468d713bce6939128bf52a07ac3d14de2c1256f8b5988f4395728a rocm_gfx1151_bec64748_llama-3.1-8b-instruct_default_w8.tsv +c3a7a9eec1ba83fcde153eebc4a25fcc226ff4b12e95001e7805ca259caceebd rocm_gfx1151_bec64748_mixtral-8x7b-instruct_fused0_w1.tsv +597f83e79b7268de068c99362b47ed05f79c90b5b60b9ea288b7c5a503237f2f rocm_gfx1151_bec64748_mixtral-8x7b-instruct_fused0_w256.tsv +a9fcb210f57c616e8bc01bf5af5a795198f653bdc2f6479807053420aff517e8 rocm_gfx1151_bec64748_mixtral-8x7b-instruct_fused0_w8.tsv +8515cb860fb834e6eccec71e4b6542835d1d18d7a08ce1a0618f13d84bca5e0c rocm_gfx1151_bec64748_qwen3-0.6b_default_w1.tsv +d3a8d61c46aff095775016b70a4966b843ff7b9f5fc5c523d2e94d3e6a4d3110 rocm_gfx1151_bec64748_qwen3-0.6b_default_w256.tsv +8c7cdf1f641d234a75a9f794bf8d7a0d7e1d19dfc1e03db9c4109c95154adb80 rocm_gfx1151_bec64748_qwen3-0.6b_default_w8.tsv +5714ad5c358b6bf825b02111a4acaf186733b109c853d5783ee2c862e2242d7e rocm_gfx1151_bec64748_qwen3-30b-a3b_fused0_w1.tsv +1d4503cc1fac8ae47a034b428bacadfc555c9137f92ee791d252eac5bedeafa8 rocm_gfx1151_bec64748_qwen3-30b-a3b_fused0_w256.tsv +af7a97aa587dfc01991df9fb03ca908356c55ee901878f667f5dca5ec981a8a8 rocm_gfx1151_bec64748_qwen3-30b-a3b_fused0_w8.tsv diff --git a/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_llama-3.1-8b-instruct_default_w1.tsv b/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_llama-3.1-8b-instruct_default_w1.tsv new file mode 100644 index 000000000..7e216161c --- /dev/null +++ b/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_llama-3.1-8b-instruct_default_w1.tsv @@ -0,0 +1,132 @@ +# model models/mlx/Meta-Llama-3.1-8B-Instruct-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 289173 +# chunks 128 chunk_tokens 1 topk 8 prefill 0 +# columns chunk pos target nll top_ids top_logits +0 0 43205 14.862356 116080,112364,88251,110135,57010,54650,104934,124074 6.476562,5.886719,5.859375,5.730469,5.605469,5.582031,5.570312,5.550781 +1 0 275 14.024734 32056,110135,46755,95456,52755,125951,37526,76991 5.992188,5.714844,5.632812,5.476562,5.355469,5.335938,5.332031,5.281250 +2 0 428 13.302498 19954,11954,88251,76393,111912,81128,40523,97857 3.933594,3.910156,3.558594,3.542969,3.537109,3.527344,3.505859,3.478516 +3 0 12 11.413776 111912,14924,17297,11954,755,19954,110135,103429 4.519531,4.496094,4.445312,4.378906,4.339844,4.257812,4.156250,4.074219 +4 0 17 17.225462 116080,112364,88251,76393,104934,113022,126873,82592 6.203125,5.585938,5.523438,5.386719,5.195312,5.195312,5.148438,5.097656 +5 0 3475 15.098557 19954,111912,17297,110135,103429,11954,76393,97857 4.792969,4.562500,4.527344,4.480469,4.402344,4.398438,4.339844,4.234375 +6 0 76834 11.891024 755,14924,1839,32056,475,2,69209,21189 4.445312,4.179688,3.656250,3.597656,3.468750,3.425781,3.375000,3.099609 +7 0 80583 12.570435 755,1839,14924,34271,51343,40523,21189,32056 3.480469,3.394531,3.269531,3.109375,3.091797,3.058594,3.031250,2.923828 +8 0 3692 11.313048 755,14924,475,2,1085,985,415,791 9.187500,8.156250,8.101562,7.519531,6.371094,6.316406,6.125000,6.117188 +9 0 257 9.897677 755,14924,1839,2,475,32056,69209,111912 5.195312,4.761719,4.054688,4.031250,4.007812,3.800781,3.703125,3.511719 +10 0 551 17.749929 63075,110135,116080,57010,100156,76393,94655,54650 6.523438,6.496094,5.515625,5.496094,5.367188,5.359375,5.324219,5.269531 +11 0 3788 13.517410 110135,76393,116080,97857,111912,63075,57010,81128 5.843750,4.824219,4.808594,4.750000,4.746094,4.632812,4.601562,4.570312 +12 0 1129 22.549156 14924,111912,82868,755,103429,91939,51343,83711 4.527344,4.468750,4.359375,4.296875,4.093750,4.085938,4.000000,3.994141 +13 0 71 16.439459 116080,110135,128006,112364,39325,113022,57010,104934 7.738281,7.574219,7.292969,7.261719,6.953125,6.847656,6.773438,6.773438 +14 0 36368 14.267920 11954,111912,110135,17297,97857,62785,19954,116080 5.078125,4.777344,4.609375,4.500000,4.457031,4.410156,4.355469,4.269531 +15 0 1594 13.459182 19954,116080,88251,110135,82868,1839,76393,97857 4.203125,4.195312,4.109375,4.035156,4.015625,3.994141,3.964844,3.837891 +16 0 6973 12.420336 19954,1839,11954,110135,111912,97857,21028,82868 4.050781,4.019531,3.767578,3.763672,3.693359,3.671875,3.582031,3.578125 +17 0 3529 11.118605 27395,755,14924,931,102470,1866,10177,91939 5.718750,5.394531,5.265625,4.937500,4.746094,4.667969,4.613281,4.609375 +18 0 77749 12.752921 11954,110135,111912,97857,19954,17297,62785,103429 5.320312,5.312500,5.210938,4.988281,4.859375,4.832031,4.824219,4.746094 +19 0 11628 11.344042 755,14924,1839,2,475,3488,1866,15511 5.203125,4.511719,4.378906,4.210938,3.992188,3.642578,3.626953,3.488281 +20 0 3916 13.457026 116080,11954,76393,88251,112364,62785,93025,110135 5.246094,5.144531,5.035156,4.972656,4.855469,4.679688,4.671875,4.636719 +21 0 9009 11.810177 19954,1839,40523,111912,82868,11954,755,76393 3.642578,3.630859,3.525391,3.349609,3.345703,3.339844,3.281250,3.281250 +22 0 6458 12.487888 755,14924,1839,2,475,32056,3488,69209 4.859375,4.269531,4.023438,3.816406,3.757812,3.371094,3.339844,3.304688 +23 0 61503 12.955277 11954,31615,62785,76393,111912,97857,19954,39023 5.558594,4.917969,4.785156,4.605469,4.558594,4.500000,4.433594,4.433594 +24 0 428 12.498241 755,14924,1866,1839,2,3488,27395,40523 4.578125,4.117188,3.675781,3.652344,3.595703,3.544922,3.410156,3.269531 +25 0 198 11.345661 111912,14924,17297,11954,755,19954,110135,103429 4.519531,4.496094,4.445312,4.378906,4.339844,4.257812,4.156250,4.074219 +26 0 71684 10.456310 110135,755,111912,14924,17297,188,122026,88852 8.078125,7.332031,7.121094,7.007812,6.785156,6.632812,6.343750,6.339844 +27 0 257 10.028660 755,14924,475,32056,1839,2,111912,69209 4.988281,4.730469,3.929688,3.857422,3.837891,3.761719,3.654297,3.617188 +28 0 551 17.749929 63075,110135,116080,57010,100156,76393,94655,54650 6.523438,6.496094,5.515625,5.496094,5.367188,5.359375,5.324219,5.269531 +29 0 289 18.277176 110135,76393,116080,97857,111912,63075,57010,81128 5.843750,4.824219,4.808594,4.750000,4.746094,4.632812,4.601562,4.570312 +30 0 61503 12.711617 11954,116080,88251,76393,62785,31615,112364,19954 5.140625,5.027344,4.980469,4.894531,4.832031,4.785156,4.769531,4.671875 +31 0 428 12.498241 755,14924,1866,1839,2,3488,27395,40523 4.578125,4.117188,3.675781,3.652344,3.595703,3.544922,3.410156,3.269531 +32 0 12 11.413776 111912,14924,17297,11954,755,19954,110135,103429 4.519531,4.496094,4.445312,4.378906,4.339844,4.257812,4.156250,4.074219 +33 0 17 17.225462 116080,112364,88251,76393,104934,113022,126873,82592 6.203125,5.585938,5.523438,5.386719,5.195312,5.195312,5.148438,5.097656 +34 0 12 12.942795 19954,111912,17297,110135,103429,11954,76393,97857 4.792969,4.562500,4.527344,4.480469,4.402344,4.398438,4.339844,4.234375 +35 0 1059 13.521849 116080,112364,88251,76393,104934,113022,126873,82592 6.203125,5.585938,5.523438,5.386719,5.195312,5.195312,5.148438,5.097656 +36 0 8437 12.250124 755,14924,2,475,69209,24633,3488,32056 5.339844,4.925781,4.152344,3.802734,3.597656,3.591797,3.416016,3.410156 +37 0 16 17.432785 11954,128006,62785,31615,57010,110135,97857,111912 7.363281,7.136719,6.878906,6.757812,6.757812,6.691406,6.417969,6.375000 +38 0 198 13.897326 19954,76393,17297,31615,110135,111912,103429,116080 5.015625,4.628906,4.625000,4.617188,4.613281,4.582031,4.562500,4.503906 +39 0 20805 11.234631 110135,755,111912,14924,17297,188,122026,88852 8.078125,7.332031,7.121094,7.007812,6.785156,6.632812,6.343750,6.339844 +40 0 415 11.934009 110135,17297,19954,111912,97857,116080,108068,88251 4.902344,4.738281,4.691406,4.484375,4.367188,4.289062,4.281250,4.257812 +41 0 551 16.773743 63075,110135,116080,54650,76393,122627,57010,111784 6.128906,5.562500,5.398438,5.234375,5.074219,5.054688,4.996094,4.988281 +42 0 1296 14.492020 110135,76393,116080,97857,111912,63075,57010,81128 5.843750,4.824219,4.808594,4.750000,4.746094,4.632812,4.601562,4.570312 +43 0 320 13.992875 755,1839,14924,32056,475,2,69209,21189 4.453125,4.105469,4.066406,3.488281,3.466797,3.462891,3.216797,3.105469 +44 0 19305 9.497206 14924,755,475,111912,110135,2,985,8872 6.378906,6.371094,5.988281,5.277344,5.269531,4.921875,4.906250,4.644531 +45 0 23 11.813581 755,14924,2,1866,27395,3488,475,111912 5.320312,4.675781,4.210938,3.970703,3.906250,3.851562,3.810547,3.792969 +46 0 7123 12.363306 19954,111912,40523,110135,103429,17297,82868,76393 4.496094,4.304688,4.140625,4.136719,4.117188,4.113281,4.109375,4.015625 +47 0 340 12.460663 1839,755,11954,14924,111912,19954,110135,97857 4.144531,4.082031,4.062500,3.982422,3.919922,3.900391,3.742188,3.681641 +48 0 10028 12.209440 110135,111912,17297,755,188,122026,63075,128006 8.054688,6.855469,6.613281,6.589844,6.468750,6.382812,6.332031,6.230469 +49 0 262 9.522959 755,14924,2,475,69209,985,1839,3936 5.929688,5.371094,4.921875,4.902344,3.855469,3.832031,3.781250,3.779297 +50 0 551 17.039026 63075,116080,54650,122627,110135,111784,124074,76393 6.910156,5.769531,5.660156,5.585938,5.500000,5.437500,5.378906,5.347656 +51 0 13844 15.642410 110135,76393,116080,97857,111912,63075,57010,81128 5.843750,4.824219,4.808594,4.750000,4.746094,4.632812,4.601562,4.570312 +52 0 7866 13.376217 755,14924,111912,1839,15511,11954,19954,40523 4.242188,4.082031,3.716797,3.712891,3.667969,3.544922,3.464844,3.441406 +53 0 93314 10.799303 755,1839,14924,40523,15511,111912,51343,19954 4.207031,3.945312,3.845703,3.445312,3.318359,3.316406,3.292969,3.279297 +54 0 220 11.398460 755,14924,1839,40523,111912,1866,51343,2 4.230469,3.919922,3.654297,3.564453,3.353516,3.337891,3.335938,3.314453 +55 0 18 14.860449 110135,116080,76393,57010,151,111912,100156,97857 5.742188,5.367188,5.097656,5.093750,5.035156,4.933594,4.910156,4.902344 +56 0 13 15.084393 19954,111912,17297,103429,110135,40523,82868,76393 4.636719,4.406250,4.292969,4.257812,4.250000,4.199219,4.152344,4.128906 +57 0 15 15.674276 116080,110135,76393,112364,57010,88251,100156,111912 5.945312,5.582031,5.296875,5.210938,5.027344,4.941406,4.867188,4.859375 +58 0 320 18.504139 19954,111912,17297,110135,76393,103429,82868,11954 4.867188,4.597656,4.562500,4.535156,4.484375,4.472656,4.394531,4.378906 +59 0 2485 10.214003 14924,755,475,111912,110135,2,985,8872 6.378906,6.371094,5.988281,5.277344,5.269531,4.921875,4.906250,4.644531 +60 0 1129 22.331774 755,14924,111912,103429,82868,91939,27395,15511 4.730469,4.632812,4.300781,4.132812,4.101562,4.031250,4.000000,3.996094 +61 0 86331 13.337408 116080,110135,128006,112364,39325,113022,57010,104934 7.738281,7.574219,7.292969,7.261719,6.953125,6.847656,6.773438,6.773438 +62 0 2726 9.907299 14924,755,2,475,3936,24633,11192,8872 6.515625,6.425781,5.507812,4.714844,4.578125,4.492188,4.375000,4.320312 +63 0 7116 10.958745 755,14924,1866,27395,1839,3488,2,19954 4.539062,4.210938,3.742188,3.724609,3.675781,3.570312,3.560547,3.496094 +64 0 68833 16.282804 102470,91,755,20066,931,14924,4194,2 8.835938,8.226562,7.644531,7.570312,7.117188,7.003906,6.660156,6.410156 +65 0 1355 12.667461 755,14924,2,1866,27395,3488,91939,10177 5.199219,4.632812,4.167969,4.167969,3.908203,3.841797,3.566406,3.550781 +66 0 64 18.395695 116080,41519,112364,12451,88251,121569,104934,57010 7.402344,7.078125,7.027344,6.871094,6.781250,6.648438,6.632812,6.617188 +67 0 14 12.945528 19954,116080,76393,40523,88251,110135,112364,11954 4.628906,4.429688,4.363281,4.324219,4.320312,4.187500,4.183594,4.152344 +68 0 18 16.108196 116080,112364,88251,54650,104934,121569,35760,124074 6.566406,5.914062,5.855469,5.699219,5.695312,5.589844,5.554688,5.546875 +69 0 13 15.084393 19954,111912,17297,103429,110135,40523,82868,76393 4.636719,4.406250,4.292969,4.257812,4.250000,4.199219,4.152344,4.128906 +70 0 15 15.674276 116080,110135,76393,112364,57010,88251,100156,111912 5.945312,5.582031,5.296875,5.210938,5.027344,4.941406,4.867188,4.859375 +71 0 54660 10.658436 19954,111912,17297,110135,76393,103429,82868,11954 4.867188,4.597656,4.562500,4.535156,4.484375,4.472656,4.394531,4.378906 +72 0 20241 12.747173 755,14924,110135,111912,475,88852,24633,17297 7.046875,7.023438,6.800781,6.527344,5.875000,5.804688,5.765625,5.722656 +73 0 1516 15.556314 17297,111912,11954,110135,113713,58850,103429,108068 6.542969,6.046875,5.929688,5.906250,5.824219,5.804688,5.710938,5.597656 +74 0 25 12.631704 755,14924,1839,2,3488,475,1866,69209 5.042969,4.281250,3.953125,3.785156,3.769531,3.568359,3.509766,3.191406 +75 0 27685 11.519767 116080,112364,76393,54650,88251,124074,122627,82592 6.046875,5.312500,5.265625,5.203125,5.199219,5.183594,5.148438,5.074219 +76 0 20965 12.306346 1839,755,14924,40523,19954,32056,21189,21028 4.019531,3.957031,3.589844,3.257812,3.253906,3.238281,3.201172,3.117188 +77 0 11 11.625906 1839,755,14924,51343,82868,19954,40523,15511 4.328125,3.699219,3.375000,3.298828,3.287109,3.232422,3.214844,3.189453 +78 0 82035 12.916488 116080,88251,76393,112364,122627,111784,54650,124074 5.562500,4.996094,4.945312,4.921875,4.898438,4.886719,4.839844,4.808594 +79 0 15592 12.010785 755,1839,14924,3488,2,1866,475,69209 4.648438,4.199219,3.931641,3.583984,3.529297,3.474609,3.378906,3.187500 +80 0 8483 10.856359 1839,755,14924,19954,32056,40523,21189,21028 4.078125,3.941406,3.505859,3.339844,3.332031,3.251953,3.218750,3.173828 +81 0 198 9.370598 755,1839,14924,3488,1866,2,32056,21189 4.230469,4.050781,3.656250,3.320312,3.203125,3.164062,3.156250,3.082031 +82 0 1835 9.356701 110135,755,111912,14924,17297,188,122026,88852 8.078125,7.332031,7.121094,7.007812,6.785156,6.632812,6.343750,6.339844 +83 0 320 18.182224 110135,63075,76393,116080,1839,94655,81128,97857 5.363281,4.785156,4.714844,4.667969,4.558594,4.406250,4.390625,4.332031 +84 0 50 10.304823 14924,755,475,111912,110135,2,985,8872 6.378906,6.371094,5.988281,5.277344,5.269531,4.921875,4.906250,4.644531 +85 0 13 17.135414 116080,11954,76393,31615,88251,112364,62785,93025 5.238281,5.136719,5.117188,5.042969,5.042969,4.921875,4.792969,4.777344 +86 0 8930 15.795370 116080,110135,76393,112364,57010,88251,100156,111912 5.945312,5.582031,5.296875,5.210938,5.027344,4.941406,4.867188,4.859375 +87 0 488 12.875433 14924,11954,111912,755,24633,62785,79468,40523 4.179688,3.972656,3.896484,3.751953,3.593750,3.519531,3.431641,3.398438 +88 0 11 12.313888 1839,755,19954,14924,32056,11954,21028,21189 3.986328,3.654297,3.484375,3.414062,3.369141,3.296875,3.228516,3.210938 +89 0 452 17.196274 116080,88251,76393,112364,122627,111784,54650,124074 5.562500,4.996094,4.945312,4.921875,4.898438,4.886719,4.839844,4.808594 +90 0 13 13.606134 11954,31615,39023,111912,62785,15511,47239,76393 5.347656,4.417969,4.156250,4.144531,4.089844,4.042969,3.984375,3.980469 +91 0 50356 12.645224 116080,110135,76393,112364,57010,88251,100156,111912 5.945312,5.582031,5.296875,5.210938,5.027344,4.941406,4.867188,4.859375 +92 0 819 14.516128 11954,14924,111912,62785,40523,51343,755,52355 3.771484,3.660156,3.431641,3.287109,3.146484,3.128906,3.083984,3.064453 +93 0 84077 10.227926 1839,19954,11954,111912,32056,40523,14924,21189 3.433594,3.359375,3.355469,3.248047,3.246094,3.236328,3.212891,3.210938 +94 0 29234 10.873949 11954,14924,111912,62785,97857,755,40523,52355 4.042969,3.878906,3.826172,3.501953,3.439453,3.421875,3.404297,3.300781 +95 0 11 10.665905 755,14924,27395,1866,3488,10177,40523,1839 4.242188,3.822266,3.605469,3.593750,3.445312,3.281250,3.273438,3.203125 +96 0 432 17.125961 116080,88251,76393,112364,122627,111784,54650,124074 5.562500,4.996094,4.945312,4.921875,4.898438,4.886719,4.839844,4.808594 +97 0 13 15.163065 11954,31615,76393,62785,95253,39023,47239,93025 5.523438,4.941406,4.605469,4.570312,4.445312,4.437500,4.347656,4.339844 +98 0 2100 16.820761 116080,110135,76393,112364,57010,88251,100156,111912 5.945312,5.582031,5.296875,5.210938,5.027344,4.941406,4.867188,4.859375 +99 0 9211 11.087044 11954,116080,111912,62785,82868,76393,88251,110135 4.125000,4.000000,3.996094,3.968750,3.964844,3.962891,3.917969,3.902344 +100 0 2001 11.393201 755,27395,1866,14924,3488,40523,10177,1839 3.855469,3.552734,3.539062,3.519531,3.310547,3.291016,3.277344,3.275391 +101 0 330 15.563717 1839,51343,755,11954,83711,15511,76393,82868 3.890625,3.289062,3.191406,3.107422,3.076172,3.074219,3.056641,3.041016 +102 0 9261 11.956429 116080,110135,112364,88251,76393,104934,54650,57010 6.277344,5.726562,5.546875,5.308594,5.160156,5.144531,5.136719,5.121094 +103 0 57893 13.415159 110135,19954,17297,11954,111912,108068,97857,57010 4.960938,4.863281,4.789062,4.660156,4.597656,4.558594,4.503906,4.406250 +104 0 386 14.292710 755,14924,1839,2,3488,1866,32056,69209 4.398438,3.919922,3.865234,3.394531,3.296875,3.226562,3.177734,3.156250 +105 0 13025 12.736072 11954,31615,76393,62785,116080,93025,95253,88251 5.656250,5.175781,4.898438,4.875000,4.671875,4.667969,4.640625,4.582031 +106 0 27972 12.716728 755,14924,2,475,1839,3488,1866,985 5.910156,4.929688,4.574219,4.519531,4.308594,4.132812,3.740234,3.632812 +107 0 498 11.609267 755,14924,1839,2,475,15511,69209,32056 4.582031,4.148438,4.144531,3.679688,3.597656,3.441406,3.224609,3.212891 +108 0 220 19.953125 116080,63075,54650,124074,122627,57010,121569,110135 6.273438,5.886719,5.875000,5.839844,5.773438,5.570312,5.570312,5.546875 +109 0 679 12.400732 110135,116080,76393,57010,151,111912,100156,97857 5.742188,5.367188,5.097656,5.093750,5.035156,4.933594,4.910156,4.902344 +110 0 21 11.706139 111912,11954,14924,110135,17297,97857,15511,82868 4.601562,4.453125,4.281250,4.152344,4.046875,4.023438,3.970703,3.966797 +111 0 340 13.478651 19954,111912,40523,110135,17297,82868,103429,76393 4.593750,4.367188,4.214844,4.207031,4.203125,4.187500,4.187500,4.148438 +112 0 1835 9.786589 110135,111912,17297,755,188,122026,63075,128006 8.054688,6.855469,6.613281,6.589844,6.468750,6.382812,6.332031,6.230469 +113 0 40283 10.895115 110135,63075,76393,116080,1839,94655,81128,97857 5.363281,4.785156,4.714844,4.667969,4.558594,4.406250,4.390625,4.332031 +114 0 3786 12.084017 755,1839,14924,475,2,32056,69209,15511 4.828125,4.343750,4.277344,3.902344,3.779297,3.597656,3.410156,3.240234 +115 0 25 14.025196 1839,755,14924,19954,32056,21189,11954,21028 4.093750,3.656250,3.437500,3.404297,3.378906,3.216797,3.214844,3.187500 +116 0 3788 13.343986 116080,112364,76393,54650,88251,124074,122627,82592 6.046875,5.312500,5.265625,5.203125,5.199219,5.183594,5.148438,5.074219 +117 0 1129 22.549156 14924,111912,82868,755,103429,91939,51343,83711 4.527344,4.468750,4.359375,4.296875,4.093750,4.085938,4.000000,3.994141 +118 0 71 16.439459 116080,110135,128006,112364,39325,113022,57010,104934 7.738281,7.574219,7.292969,7.261719,6.953125,6.847656,6.773438,6.773438 +119 0 36368 14.267920 11954,111912,110135,17297,97857,62785,19954,116080 5.078125,4.777344,4.609375,4.500000,4.457031,4.410156,4.355469,4.269531 +120 0 1594 13.459182 19954,116080,88251,110135,82868,1839,76393,97857 4.203125,4.195312,4.109375,4.035156,4.015625,3.994141,3.964844,3.837891 +121 0 6973 12.420336 19954,1839,11954,110135,111912,97857,21028,82868 4.050781,4.019531,3.767578,3.763672,3.693359,3.671875,3.582031,3.578125 +122 0 3529 11.118605 27395,755,14924,931,102470,1866,10177,91939 5.718750,5.394531,5.265625,4.937500,4.746094,4.667969,4.613281,4.609375 +123 0 77749 12.752921 11954,110135,111912,97857,19954,17297,62785,103429 5.320312,5.312500,5.210938,4.988281,4.859375,4.832031,4.824219,4.746094 +124 0 11628 11.344042 755,14924,1839,2,475,3488,1866,15511 5.203125,4.511719,4.378906,4.210938,3.992188,3.642578,3.626953,3.488281 +125 0 3916 13.457026 116080,11954,76393,88251,112364,62785,93025,110135 5.246094,5.144531,5.035156,4.972656,4.855469,4.679688,4.671875,4.636719 +126 0 9009 11.810177 19954,1839,40523,111912,82868,11954,755,76393 3.642578,3.630859,3.525391,3.349609,3.345703,3.339844,3.281250,3.281250 +127 0 6458 12.487888 755,14924,1839,2,475,32056,3488,69209 4.859375,4.269531,4.023438,3.816406,3.757812,3.371094,3.339844,3.304688 diff --git a/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_llama-3.1-8b-instruct_default_w256.tsv b/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_llama-3.1-8b-instruct_default_w256.tsv new file mode 100644 index 000000000..d39bbf295 --- /dev/null +++ b/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_llama-3.1-8b-instruct_default_w256.tsv @@ -0,0 +1,516 @@ +# model models/mlx/Meta-Llama-3.1-8B-Instruct-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 289173 +# chunks 2 chunk_tokens 256 topk 8 prefill 0 +# columns chunk pos target nll top_ids top_logits +0 0 43205 14.863752 116080,112364,88251,110135,57010,54650,104934,124074 6.480469,5.890625,5.859375,5.730469,5.609375,5.585938,5.570312,5.554688 +0 1 275 4.396493 82180,285,689,581,28491,344,258,41042 14.046875,13.531250,12.546875,12.335938,11.789062,11.671875,11.617188,11.257812 +0 2 428 0.929825 428,1727,770,6309,1769,454,54583,1286 13.945312,11.890625,11.781250,11.375000,10.843750,10.265625,10.140625,10.039062 +0 3 12 5.924105 82,198,271,284,25,482,220,9432 10.179688,9.929688,9.812500,8.312500,8.101562,8.054688,7.945312,7.886719 +0 4 17 3.903025 16,17,1721,2377,7423,28683,18,15 9.203125,8.515625,8.132812,7.843750,7.781250,7.578125,7.480469,7.414062 +0 5 3475 10.499372 13,198,15585,3592,12,271,35,4924 12.671875,10.906250,10.710938,10.578125,10.562500,10.500000,10.265625,9.421875 +0 6 76834 6.685754 198,220,271,11799,47124,5874,24857,12 12.265625,11.539062,11.078125,11.078125,10.625000,10.484375,10.406250,10.101562 +0 7 80583 10.204843 198,271,320,11,13,25,220,720 13.539062,12.539062,12.460938,11.914062,11.484375,11.031250,10.914062,10.882812 +0 8 3692 7.877398 2028,791,567,2,14711,91,9,32 12.273438,12.164062,12.031250,11.351562,10.820312,10.296875,10.132812,9.882812 +0 9 257 8.900210 25,512,315,551,1473,284,12,369 14.796875,11.835938,11.679688,11.398438,11.257812,10.632812,10.585938,10.531250 +0 10 551 0.956119 551,765,284,220,11106,2696,7817,7030 13.929688,12.328125,11.796875,11.140625,10.843750,10.484375,10.429688,10.093750 +0 11 3788 2.883894 220,3788,256,510,27685,1795,98275,43205 11.507812,10.968750,10.570312,10.312500,10.312500,10.234375,10.117188,10.015625 +0 12 1129 0.007462 1129,25,322,551,12,14712,512,198 20.734375,14.328125,13.179688,12.867188,12.453125,12.445312,12.226562,12.046875 +0 13 71 4.307850 5316,2185,27637,1059,77,30807,268,71 16.937500,16.046875,14.531250,14.335938,14.218750,13.882812,13.781250,13.726562 +0 14 36368 0.181694 36368,4937,773,55017,53461,349,3036,3972 20.296875,18.468750,14.687500,14.000000,13.765625,13.531250,13.523438,13.460938 +0 15 1594 0.000692 1594,7760,3663,19109,22974,16680,30188,32085 27.078125,19.046875,18.828125,16.843750,16.671875,16.140625,15.242188,14.960938 +0 16 6973 0.000246 6973,11267,41483,23283,916,15965,2726,13 24.625000,15.398438,14.250000,14.164062,13.093750,12.601562,12.304688,12.203125 +0 17 3529 0.525093 3529,22964,6458,14,3554,26583,3262,62409 18.718750,16.781250,16.515625,16.187500,15.242188,14.929688,14.882812,14.875000 +0 18 77749 0.005592 77749,24760,1029,3168,85,15295,332,52773 21.890625,14.898438,14.265625,13.429688,13.210938,13.203125,12.984375,12.984375 +0 19 11628 8.074749 6458,32336,22964,198,14,44882,271,6018 16.203125,14.875000,14.593750,14.320312,14.281250,13.281250,13.101562,12.875000 +0 20 3916 7.527271 336,2232,306,45,16737,54,2864,4351 14.156250,13.085938,13.046875,12.445312,12.390625,12.359375,12.187500,11.953125 +0 21 9009 1.039057 9009,23366,19085,6780,14,198,1543,2520 13.726562,12.015625,11.757812,11.359375,10.531250,10.414062,10.359375,10.304688 +0 22 6458 1.914672 14,6458,22964,10991,3529,12,13299,15836 13.250000,13.187500,12.671875,12.335938,11.812500,11.375000,11.335938,11.335938 +0 23 61503 0.001675 61503,1609,15288,7723,8390,98501,275,19195 26.109375,18.859375,18.062500,17.687500,17.453125,15.718750,15.531250,14.890625 +0 24 428 0.000257 428,327,2302,478,1727,710,42343,1017 26.984375,17.984375,17.140625,16.578125,15.750000,15.429688,14.820312,14.539062 +0 25 198 3.931499 12,17,198,271,62,1432,1355,76838 17.890625,14.515625,14.070312,13.546875,13.414062,12.984375,11.687500,11.367188 +0 26 71684 8.117630 34463,5116,310,1730,5755,1835,10028,7279 12.781250,12.734375,12.625000,12.460938,12.203125,11.992188,11.937500,11.726562 +0 27 257 0.197691 257,262,8645,415,256,1404,315,220 17.281250,14.906250,13.203125,12.687500,12.617188,12.601562,12.335938,12.187500 +0 28 551 0.016808 551,6394,14852,284,197,482,320,35738 20.812500,16.390625,14.351562,12.765625,12.265625,11.851562,11.351562,11.335938 +0 29 289 1.533085 98275,289,1296,43205,220,29709,30328,10741 15.734375,15.687500,15.000000,14.937500,14.601562,13.945312,13.375000,13.343750 +0 30 61503 0.001093 61503,17,84641,32680,8390,98501,14970,12 25.437500,18.437500,14.890625,14.835938,14.726562,14.187500,13.875000,13.570312 +0 31 428 0.000830 428,2302,478,12,327,1727,9529,62 25.156250,17.562500,16.265625,15.492188,15.039062,14.421875,13.804688,13.093750 +0 32 12 0.098152 12,62,17,4552,76838,198,6889,10398 18.687500,16.015625,14.164062,12.218750,12.125000,12.007812,11.812500,11.546875 +0 33 17 0.013811 17,6889,914,16,1059,1041,605,4645 21.734375,16.687500,15.125000,14.828125,14.492188,13.976562,13.914062,13.632812 +0 34 12 4.690691 198,17261,271,4552,1432,320,12,10398 16.140625,14.296875,14.023438,14.007812,12.695312,12.234375,11.953125,11.718750 +0 35 1059 0.699705 1059,1296,605,717,16,2323,1272,17 15.507812,13.117188,12.515625,12.414062,12.296875,12.101562,11.906250,11.796875 +0 36 8437 1.776187 198,8437,271,1432,12,2325,4552,17261 14.835938,13.992188,13.007812,12.570312,12.117188,11.625000,11.585938,11.359375 +0 37 16 0.033270 16,15,17,18,21135,1721,605,19 23.078125,18.937500,18.406250,17.031250,16.562500,16.125000,15.851562,15.484375 +0 38 198 0.549517 198,271,62,1432,320,13,220,11 14.867188,13.242188,12.632812,12.062500,11.562500,11.296875,11.007812,10.976562 +0 39 20805 4.233557 1730,5116,14126,34463,5755,1061,10028,941 14.343750,13.750000,13.414062,13.007812,12.593750,12.171875,12.164062,12.070312 +0 40 415 2.247156 996,415,286,257,8645,260,1303,1404 16.781250,14.843750,13.000000,12.929688,12.281250,12.210938,12.007812,11.921875 +0 41 551 0.016989 551,6394,14852,197,284,765,21629,220 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a/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_llama-3.1-8b-instruct_default_w8.tsv b/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_llama-3.1-8b-instruct_default_w8.tsv new file mode 100644 index 000000000..400ef2766 --- /dev/null +++ b/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_llama-3.1-8b-instruct_default_w8.tsv @@ -0,0 +1,644 @@ +# model models/mlx/Meta-Llama-3.1-8B-Instruct-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 289173 +# chunks 80 chunk_tokens 8 topk 8 prefill 512 +# columns chunk pos target nll top_ids top_logits +0 0 43205 14.862356 116080,112364,88251,110135,57010,54650,104934,124074 6.476562,5.886719,5.859375,5.730469,5.605469,5.582031,5.570312,5.550781 +0 1 275 4.389729 82180,285,689,581,28491,344,258,41042 14.023438,13.523438,12.523438,12.320312,11.773438,11.656250,11.609375,11.250000 +0 2 428 0.930236 428,1727,770,6309,1769,454,54583,1286 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19.562500,17.812500,16.437500,15.203125,14.812500,14.507812,13.937500,13.710938 +75 3 315 0.066479 315,571,304,389,439,320,505,1174 21.656250,17.343750,17.125000,17.109375,16.484375,16.234375,16.000000,16.000000 +75 4 279 0.059933 279,578,220,468,54943,264,14937,16071 19.156250,14.171875,13.757812,13.421875,13.343750,13.125000,12.937500,12.835938 +75 5 12707 0.446426 12707,220,18588,94455,4101,13740,8013,20156 18.375000,16.718750,16.140625,14.937500,14.062500,14.054688,14.039062,13.773438 +75 6 4101 0.079243 4101,20156,571,1501,18629,23160,27883,6275 20.875000,17.921875,15.976562,15.906250,14.960938,14.382812,13.867188,13.695312 +75 7 49922 3.447978 578,21256,54943,14937,468,7658,49922,220 13.031250,12.703125,12.625000,12.406250,12.390625,12.257812,12.226562,12.203125 +76 0 1919 0.000278 1919,88,29646,44110,13892,10,489,14221 23.750000,13.617188,13.562500,13.500000,13.078125,12.828125,12.531250,12.117188 +76 1 304 0.732344 304,505,1990,1174,439,6041,571,2391 18.875000,17.656250,17.156250,16.515625,16.015625,16.015625,15.757812,15.718750 +76 2 220 0.029699 220,279,3389,6790,6186,6841,4216,6664 23.078125,18.937500,16.875000,16.625000,16.312500,16.265625,16.171875,15.406250 +76 3 679 1.603029 1049,679,220,2550,17,2366,323,508 20.218750,18.843750,12.562500,12.250000,11.281250,11.203125,11.023438,11.007812 +76 4 15 0.338778 15,16,17,18,19,20,21,22 23.453125,22.031250,20.937500,20.328125,19.421875,18.937500,17.781250,17.234375 +76 5 1174 1.830219 662,1174,323,482,571,16853,220,439 17.609375,17.015625,16.921875,16.437500,16.437500,15.148438,15.078125,14.812500 +76 6 439 3.312454 323,5737,8272,220,439,1405,26449,1243 16.593750,16.390625,16.375000,15.437500,14.968750,14.718750,14.703125,14.664062 +76 7 330 2.972260 1664,264,279,330,2999,29517,571,1719 14.789062,14.210938,14.070312,13.328125,12.687500,12.070312,12.054688,11.460938 +77 0 735 5.959242 29517,2999,8683,4997,36857,4488,18747,6812 13.101562,12.359375,12.312500,12.265625,12.000000,11.906250,11.898438,11.851562 +77 1 40608 2.626570 82481,5230,40608,16414,9188,575,1291,402 15.429688,14.890625,14.015625,13.898438,12.656250,12.578125,12.343750,12.296875 +77 2 69168 6.560749 330,23074,364,10690,423,34131,662,52294 16.953125,15.195312,14.726562,13.812500,13.664062,13.421875,13.382812,13.101562 +77 3 330 0.080256 330,662,1174,571,6360,2652,6058,482 19.765625,16.125000,15.421875,14.335938,14.062500,13.921875,13.804688,13.718750 +77 4 662 0.765751 662,1174,16853,220,2652,323,571,6905 17.703125,16.906250,15.390625,15.328125,15.226562,15.070312,14.226562,14.195312 +77 5 426 2.133657 763,720,426,1283,8563,220,571,4815 16.453125,15.820312,15.570312,15.343750,14.726562,14.421875,13.984375,13.914062 +77 6 11206 0.000229 11206,571,40437,220,24889,482,31,3514 24.625000,15.390625,13.039062,12.804688,12.773438,12.664062,12.648438,12.335938 +77 7 466 0.000782 466,1565,700,668,424,655,531,5153 25.359375,16.734375,16.125000,16.093750,15.820312,15.335938,15.125000,15.125000 +78 0 59335 2.673609 9922,1047,6476,1101,59335,27212,574,1903 18.218750,17.703125,17.687500,17.125000,17.109375,16.906250,16.812500,16.625000 +78 1 304 0.589247 304,16662,439,449,389,571,3235,1174 20.890625,20.281250,19.156250,16.781250,16.734375,16.500000,16.000000,15.890625 +78 2 279 0.317915 279,264,1403,459,3116,2380,220,3892 17.906250,16.031250,14.945312,14.000000,13.843750,13.773438,13.546875,13.007812 +78 3 220 0.847239 220,12707,1514,34596,4632,18588,6566,94455 17.171875,15.812500,15.375000,15.117188,14.859375,14.835938,13.687500,13.414062 +78 4 679 0.072353 679,1049,2550,220,3753,17,2366,605 20.625000,17.890625,13.750000,12.960938,12.789062,12.679688,12.671875,12.640625 +78 5 16 0.981281 16,15,17,18,19,20,21,22 22.312500,22.203125,21.453125,20.718750,19.750000,19.093750,17.921875,17.343750 +78 6 4632 1.744011 12707,4632,34596,1514,18588,5788,9417,6566 16.171875,15.976562,15.851562,15.382812,14.546875,14.328125,13.820312,13.601562 +78 7 25145 10.315419 578,1174,330,362,2650,6187,3092,4418 12.320312,11.789062,11.437500,10.484375,10.351562,10.304688,10.171875,10.164062 +79 0 85375 0.756689 85375,73241,276,519,689,47228,1291,82 16.593750,16.000000,14.195312,14.062500,13.851562,13.757812,13.406250,13.281250 +79 1 15910 2.449160 1174,220,323,15910,555,662,40500,16662 16.031250,15.445312,15.390625,15.375000,15.187500,14.937500,14.898438,14.570312 +79 2 555 0.009724 555,571,1174,220,323,304,16662,369 22.265625,17.250000,14.359375,14.031250,13.914062,13.500000,13.468750,13.218750 +79 3 12366 5.006145 11517,14596,4418,8563,26035,9589,435,4488 14.492188,14.335938,13.671875,13.445312,12.921875,12.187500,12.078125,11.945312 +79 4 2009 0.022060 2009,323,17527,1901,514,23109,13972,17638 20.015625,13.757812,13.632812,13.617188,12.960938,12.882812,12.468750,12.445312 +79 5 546 0.000259 546,21446,632,354,3935,10443,35515,688 26.203125,16.421875,16.343750,15.882812,15.078125,14.734375,14.562500,14.328125 +79 6 72 0.001484 72,285,64044,3422,602,648,307,10462 24.265625,16.656250,15.445312,15.429688,14.648438,14.593750,14.203125,14.171875 +79 7 662 0.977009 662,1174,323,220,2652,16853,6905,571 18.921875,18.609375,18.062500,17.109375,16.687500,15.820312,14.882812,14.734375 diff --git a/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_mixtral-8x7b-instruct_fused0_w1.tsv b/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_mixtral-8x7b-instruct_fused0_w1.tsv new file mode 100644 index 000000000..66f63bcdd --- /dev/null +++ b/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_mixtral-8x7b-instruct_fused0_w1.tsv @@ -0,0 +1,132 @@ +# model models/mlx/Mixtral-8x7B-Instruct-v0.1-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 326253 +# chunks 128 chunk_tokens 1 topk 8 prefill 0 +# columns chunk pos target nll top_ids top_logits +0 0 12217 10.522325 1247,422,1186,3660,22478,726,7299,589 12.023438,10.265625,9.773438,9.507812,9.257812,8.929688,8.726562,8.414062 +1 0 570 7.930460 21861,546,278,28707,515,309,313,593 18.343750,16.843750,16.468750,15.421875,14.968750,14.890625,14.562500,14.500000 +2 0 510 4.347628 338,13,28723,28717,28729,28744,28730,327 13.914062,13.195312,12.570312,12.468750,12.437500,12.062500,11.445312,11.437500 +3 0 28733 5.776094 6730,327,28707,311,13,28709,28764,282 12.078125,11.210938,10.585938,10.523438,10.500000,10.023438,9.867188,9.789062 +4 0 28750 6.222353 260,5629,4258,6227,6434,315,415,422 17.484375,17.421875,15.890625,15.812500,15.812500,15.539062,15.429688,15.343750 +5 0 3735 12.651031 28734,28782,28781,28783,28770,28750,28784,28740 19.890625,18.171875,18.140625,18.046875,18.015625,17.937500,17.843750,17.687500 +6 0 3198 11.690868 288,321,8731,564,28723,574,286,28733 16.750000,16.000000,15.484375,14.960938,14.835938,14.203125,14.085938,13.617188 +7 0 20272 4.323570 19445,266,282,12992,27092,267,3748,3123 16.718750,16.671875,15.437500,14.906250,14.890625,14.804688,14.789062,14.703125 +8 0 327 5.915341 28730,28723,13,28733,28725,28736,28739,325 13.054688,12.609375,12.351562,12.179688,12.023438,11.703125,11.593750,11.585938 +9 0 13 5.950287 1357,3047,1647,22568,965,1811,16339,13 16.937500,16.859375,15.039062,14.859375,14.554688,14.421875,13.210938,11.890625 +10 0 13 3.375843 28771,1064,1014,13,348,28737,657,28767 13.820312,12.914062,12.781250,12.585938,12.296875,12.179688,12.078125,12.046875 +11 0 4220 9.575062 28771,1064,1014,13,348,28737,657,28767 13.820312,12.914062,12.781250,12.585938,12.296875,12.179688,12.078125,12.046875 +12 0 260 11.140512 28747,714,13,764,302,9066,7596,17297 20.562500,16.593750,16.421875,15.093750,15.046875,14.843750,14.828125,14.656250 +13 0 714 8.886410 415,28740,28750,560,315,13,851,12 15.843750,15.031250,14.562500,14.390625,13.968750,13.898438,13.773438,13.765625 +14 0 4449 10.422524 28733,1398,13,7591,28707,15845,6051,28705 15.117188,13.281250,13.015625,12.953125,12.890625,12.140625,11.656250,11.281250 +15 0 1508 0.001547 1508,28747,421,589,714,28723,13,327 21.140625,13.187500,12.343750,11.945312,11.367188,11.359375,11.320312,10.859375 +16 0 28716 7.391541 2849,421,3016,13,28748,1409,16239,9301 12.289062,11.648438,10.796875,10.515625,10.437500,10.171875,10.109375,9.976562 +17 0 786 5.500553 28725,327,28740,4362,28746,2020,1067,9813 12.539062,11.421875,10.906250,9.921875,9.890625,9.875000,9.687500,9.585938 +18 0 3080 7.114605 469,324,28705,346,28709,1097,13,5904 13.187500,13.085938,12.164062,11.640625,11.500000,11.164062,10.921875,10.687500 +19 0 1797 11.975202 263,449,858,404,298,9358,3773,13 15.617188,11.757812,11.554688,11.242188,11.210938,11.046875,11.015625,10.687500 +20 0 28723 3.068218 13,28723,28748,28725,325,28705,28733,28747 16.203125,14.171875,13.414062,13.343750,13.085938,13.062500,12.882812,12.789062 +21 0 1115 9.876192 13,1056,5515,3549,842,1631,11698,7227 15.554688,15.257812,14.640625,14.296875,13.312500,12.921875,12.804688,12.593750 +22 0 28748 6.912628 496,327,282,4318,1126,28733,28716,3015 12.460938,12.156250,11.695312,11.664062,11.320312,11.242188,11.218750,11.203125 +23 0 4201 13.130695 1393,13,565,812,8193,9329,259,732 17.281250,13.578125,13.250000,12.289062,12.093750,11.812500,11.632812,11.609375 +24 0 20363 3.797662 269,293,375,316,314,323,28723,377 11.742188,11.593750,11.421875,11.023438,10.890625,10.765625,10.406250,10.390625 +25 0 28748 4.447999 327,28723,13,28725,28730,1410,28746,354 14.250000,13.640625,12.312500,11.414062,11.171875,11.054688,11.054688,10.945312 +26 0 28735 10.513508 1393,13,565,812,8193,9329,259,732 17.281250,13.578125,13.250000,12.289062,12.093750,11.812500,11.632812,11.609375 +27 0 2230 4.639923 1251,8367,2729,269,915,1086,833,3389 15.117188,14.867188,13.976562,13.906250,13.460938,13.460938,13.335938,13.328125 +28 0 5712 7.200614 28716,28818,13,28710,262,360,753,28740 14.531250,14.125000,13.039062,12.351562,12.078125,11.648438,11.546875,11.335938 +29 0 28748 5.515120 13,327,28723,28730,28733,325,28725,349 15.859375,13.507812,13.484375,13.125000,12.882812,12.781250,12.750000,12.671875 +30 0 18509 16.071125 1393,13,565,812,8193,9329,259,732 17.281250,13.578125,13.250000,12.289062,12.093750,11.812500,11.632812,11.609375 +31 0 570 4.629711 21861,515,593,313,278,449,508,1588 14.335938,13.781250,12.992188,12.765625,12.734375,12.507812,11.937500,11.757812 +32 0 510 4.347628 338,13,28723,28717,28729,28744,28730,327 13.914062,13.195312,12.570312,12.468750,12.437500,12.062500,11.445312,11.437500 +33 0 13 3.377657 6730,327,28707,311,13,28709,28764,282 12.078125,11.210938,10.585938,10.523438,10.500000,10.023438,9.867188,9.789062 +34 0 3540 7.953968 28771,1064,1014,13,348,28737,657,28767 13.820312,12.914062,12.781250,12.585938,12.296875,12.179688,12.078125,12.046875 +35 0 673 4.739233 10286,303,3901,28714,11666,6306,28719,24344 14.476562,12.921875,12.859375,12.539062,12.382812,12.039062,12.031250,11.937500 +36 0 260 9.687000 387,28732,714,14484,28730,4831,325,648 16.765625,15.601562,15.039062,13.765625,13.578125,13.250000,12.687500,12.226562 +37 0 714 8.886410 415,28740,28750,560,315,13,851,12 15.843750,15.031250,14.562500,14.390625,13.968750,13.898438,13.773438,13.765625 +38 0 275 11.461587 28733,1398,13,7591,28707,15845,6051,28705 15.117188,13.281250,13.015625,12.953125,12.890625,12.140625,11.656250,11.281250 +39 0 849 3.654298 527,327,28727,28725,28713,849,10273,336 12.773438,11.617188,10.898438,10.710938,10.531250,10.328125,10.007812,9.648438 +40 0 570 9.199478 3306,283,266,941,280,405,6463,1900 12.835938,11.593750,11.554688,11.453125,11.312500,11.218750,11.109375,10.960938 +41 0 510 4.347628 338,13,28723,28717,28729,28744,28730,327 13.914062,13.195312,12.570312,12.468750,12.437500,12.062500,11.445312,11.437500 +42 0 28733 5.776094 6730,327,28707,311,13,28709,28764,282 12.078125,11.210938,10.585938,10.523438,10.500000,10.023438,9.867188,9.789062 +43 0 28750 6.222353 260,5629,4258,6227,6434,315,415,422 17.484375,17.421875,15.890625,15.812500,15.812500,15.539062,15.429688,15.343750 +44 0 28733 5.479156 28734,28782,28781,28783,28770,28750,28784,28740 19.890625,18.171875,18.140625,18.046875,18.015625,17.937500,17.843750,17.687500 +45 0 1507 15.622744 260,5629,4258,6227,6434,315,415,422 17.484375,17.421875,15.890625,15.812500,15.812500,15.539062,15.429688,15.343750 +46 0 28733 5.260419 28712,13,22078,282,288,28713,28714,28730 13.265625,12.664062,11.398438,10.765625,10.546875,10.476562,10.296875,10.054688 +47 0 28728 12.437197 260,5629,4258,6227,6434,315,415,422 17.484375,17.421875,15.890625,15.812500,15.812500,15.539062,15.429688,15.343750 +48 0 28740 3.077340 321,327,4743,28740,28734,28723,357,28746 13.257812,11.500000,11.234375,11.156250,10.742188,10.445312,10.367188,10.273438 +49 0 13 2.832172 28723,28734,28750,13,28774,28783,28782,28784 19.484375,18.234375,18.000000,17.906250,17.812500,17.562500,17.546875,17.531250 +50 0 16990 11.887562 28771,1064,1014,13,348,28737,657,28767 13.820312,12.914062,12.781250,12.585938,12.296875,12.179688,12.078125,12.046875 +51 0 355 9.164753 13,360,470,28733,3578,272,349,264 15.070312,14.992188,14.890625,13.945312,13.937500,13.757812,13.742188,13.554688 +52 0 714 6.629436 415,315,560,13,422,842,28740,963 15.710938,14.156250,13.898438,13.750000,13.687500,13.539062,13.531250,13.429688 +53 0 1369 11.828774 28733,1398,13,7591,28707,15845,6051,28705 15.117188,13.281250,13.015625,12.953125,12.890625,12.140625,11.656250,11.281250 +54 0 325 6.905531 28730,327,618,857,387,2210,13,28723 16.140625,15.335938,15.156250,14.539062,14.257812,13.945312,13.289062,13.171875 +55 0 28781 6.373415 2628,3260,28743,908,28740,28705,470,4176 14.312500,13.046875,12.468750,12.242188,11.750000,11.695312,11.679688,11.609375 +56 0 28770 3.262199 13,28723,28734,28782,28783,28750,28770,28747 17.359375,17.312500,16.562500,16.546875,16.421875,16.343750,16.218750,16.187500 +57 0 28782 3.141729 13,28723,28734,28740,28783,28782,28750,28770 16.750000,16.578125,16.437500,16.296875,15.929688,15.914062,15.820312,15.781250 +58 0 28783 3.324972 28734,13,28723,28782,28747,28750,28783,28770 17.437500,17.390625,17.328125,16.859375,16.718750,16.625000,16.625000,16.578125 +59 0 11926 9.722061 13,28783,28747,362,28723,28734,28782,28748 17.796875,17.718750,17.703125,17.562500,17.531250,17.453125,17.343750,17.328125 +60 0 28731 9.132744 327,28725,28730,28746,6210,13,302,12303 17.437500,16.062500,14.007812,13.781250,13.742188,12.843750,12.695312,12.210938 +61 0 13 1.607132 13,28705,415,304,315,371,349,560 16.656250,15.054688,14.921875,14.570312,14.250000,14.210938,14.125000,14.117188 +62 0 9428 12.452015 28771,1064,1014,13,348,28737,657,28767 13.820312,12.914062,12.781250,12.585938,12.296875,12.179688,12.078125,12.046875 +63 0 2287 7.136992 28747,13,564,28732,351,1641,28706,327 16.843750,15.984375,15.117188,14.164062,13.929688,13.648438,13.437500,13.414062 +64 0 714 5.823467 798,908,2463,422,963,6081,801,443 15.117188,14.648438,14.414062,14.390625,14.382812,14.195312,14.164062,14.148438 +65 0 16900 16.202065 28733,1398,13,7591,28707,15845,6051,28705 15.117188,13.281250,13.015625,12.953125,12.890625,12.140625,11.656250,11.281250 +66 0 11732 1.639950 11732,11527,28734,28733,9833,13,28777,3469 15.343750,14.835938,14.460938,13.843750,13.367188,12.976562,12.937500,12.703125 +67 0 28733 5.726730 475,351,28747,399,393,365,524,318 17.515625,17.484375,17.125000,17.000000,16.703125,16.687500,16.687500,16.625000 +68 0 5530 15.388369 260,5629,4258,6227,6434,315,415,422 17.484375,17.421875,15.890625,15.812500,15.812500,15.539062,15.429688,15.343750 +69 0 28705 6.778433 28762,2945,3728,28765,28790,5790,28779,4874 14.976562,14.710938,14.632812,13.945312,13.898438,13.843750,13.625000,13.156250 +70 0 28770 3.414432 28750,28740,28734,1177,28770,13,28784,28783 10.710938,10.546875,9.421875,8.960938,8.859375,8.679688,8.578125,8.492188 +71 0 28723 2.477667 13,28723,28734,28740,28783,28782,28750,28770 16.750000,16.578125,16.437500,16.296875,15.929688,15.914062,15.820312,15.781250 +72 0 28734 6.208223 13,1056,5515,3549,842,1631,11698,7227 15.554688,15.257812,14.640625,14.296875,13.312500,12.921875,12.804688,12.593750 +73 0 325 6.858860 13,28783,28782,28770,28750,28774,28784,28740 20.015625,18.796875,18.718750,18.656250,18.640625,18.625000,18.609375,18.500000 +74 0 3887 9.205446 2628,3260,28743,908,28740,28705,470,4176 14.312500,13.046875,12.468750,12.242188,11.750000,11.695312,11.679688,11.609375 +75 0 1508 0.005081 1508,28723,28747,13,327,421,714,28713 19.656250,12.484375,12.351562,11.656250,11.265625,11.195312,10.867188,10.640625 +76 0 16346 9.520447 2849,421,3016,13,28748,1409,16239,9301 12.289062,11.648438,10.796875,10.515625,10.437500,10.171875,10.109375,9.976562 +77 0 495 0.622168 495,271,1771,288,274,1238,482,734 17.843750,16.718750,15.343750,15.226562,15.179688,14.984375,14.929688,14.812500 +78 0 26527 13.917536 750,13,528,582,297,378,264,272 14.437500,14.062500,13.851562,13.820312,13.757812,13.617188,13.585938,13.539062 +79 0 28723 0.773268 28723,1058,13,28747,3907,28733,596,28748 15.812500,14.804688,14.296875,13.281250,12.820312,12.726562,12.359375,12.312500 +80 0 1909 6.575411 13,1056,5515,3549,842,1631,11698,7227 15.554688,15.257812,14.640625,14.296875,13.312500,12.921875,12.804688,12.593750 +81 0 28748 4.155936 28723,13,327,28730,28747,28748,12,28733 12.031250,10.187500,10.101562,8.875000,8.757812,8.632812,8.460938,8.234375 +82 0 9146 17.397892 1393,13,565,812,8193,9329,259,732 17.281250,13.578125,13.250000,12.289062,12.093750,11.812500,11.632812,11.609375 +83 0 28748 4.685043 13,327,28723,28730,28746,28747,28733,304 15.875000,15.140625,14.304688,13.703125,13.320312,13.070312,12.859375,12.585938 +84 0 1403 8.970539 1393,13,565,812,8193,9329,259,732 17.281250,13.578125,13.250000,12.289062,12.093750,11.812500,11.632812,11.609375 +85 0 28733 7.947021 28747,475,524,393,399,3304,5459,2215 17.296875,16.703125,16.640625,16.562500,16.515625,16.515625,16.515625,16.484375 +86 0 3820 13.464540 260,5629,4258,6227,6434,315,415,422 17.484375,17.421875,15.890625,15.812500,15.812500,15.539062,15.429688,15.343750 +87 0 28748 6.827408 13,28733,11091,293,554,375,28730,508 13.953125,13.562500,13.242188,13.007812,12.945312,12.898438,12.804688,12.750000 +88 0 28770 10.771320 1393,13,565,812,8193,9329,259,732 17.281250,13.578125,13.250000,12.289062,12.093750,11.812500,11.632812,11.609375 +89 0 28723 2.477667 13,28723,28734,28740,28783,28782,28750,28770 16.750000,16.578125,16.437500,16.296875,15.929688,15.914062,15.820312,15.781250 +90 0 28734 6.208223 13,1056,5515,3549,842,1631,11698,7227 15.554688,15.257812,14.640625,14.296875,13.312500,12.921875,12.804688,12.593750 +91 0 19840 15.183079 13,28783,28782,28770,28750,28774,28784,28740 20.015625,18.796875,18.718750,18.656250,18.640625,18.625000,18.609375,18.500000 +92 0 13 1.354422 13,28804,28832,371,1365,28713,325,387 14.148438,12.101562,11.703125,11.640625,11.382812,11.359375,11.226562,11.171875 +93 0 2517 8.250843 28771,1064,1014,13,348,28737,657,28767 13.820312,12.914062,12.781250,12.585938,12.296875,12.179688,12.078125,12.046875 +94 0 1030 2.780453 2148,468,595,1030,3310,2694,15292,10899 15.406250,14.804688,14.679688,14.093750,14.054688,13.945312,13.898438,13.320312 +95 0 296 0.917910 296,594,286,734,271,288,522,28709 17.906250,17.187500,16.968750,16.484375,15.851562,15.445312,14.015625,13.570312 +96 0 28747 5.440016 294,13,28733,28730,753,28723,515,470 13.867188,12.781250,11.625000,11.578125,11.335938,11.046875,10.960938,10.734375 +97 0 21740 12.173933 13,28707,15845,28727,7591,28705,376,3901 13.609375,12.781250,12.671875,12.500000,12.195312,12.101562,12.078125,12.023438 +98 0 26091 7.044914 349,18791,659,13,2204,28747,2627,28725 19.265625,19.156250,18.984375,18.875000,18.640625,18.625000,18.250000,18.187500 +99 0 28725 5.522213 13,28747,327,298,28723,325,28730,28705 19.734375,17.000000,15.718750,15.625000,15.023438,14.890625,14.796875,14.625000 +100 0 16377 11.016953 13,325,272,732,28705,264,1939,304 17.796875,16.078125,15.976562,15.968750,15.960938,15.726562,15.648438,15.429688 +101 0 5712 0.914383 5712,302,28747,304,21721,460,354,8234 20.703125,18.953125,18.171875,17.953125,17.734375,17.640625,17.406250,17.375000 +102 0 16107 12.483870 13,327,28723,28730,28733,325,28725,349 15.859375,13.507812,13.484375,13.125000,12.882812,12.781250,12.750000,12.671875 +103 0 7982 6.997429 28733,349,304,3477,297,659,13,354 17.187500,16.843750,16.546875,16.359375,16.156250,16.156250,15.882812,15.687500 +104 0 13 9.871391 404,659,297,356,4370,486,12308,304 22.390625,19.671875,19.453125,19.031250,18.906250,18.890625,18.843750,18.796875 +105 0 558 8.953968 28771,1064,1014,13,348,28737,657,28767 13.820312,12.914062,12.781250,12.585938,12.296875,12.179688,12.078125,12.046875 +106 0 325 4.494858 13,415,28740,842,583,315,523,28750 15.351562,13.734375,13.171875,13.164062,12.742188,12.664062,12.484375,12.406250 +107 0 28735 5.912477 2628,3260,28743,908,28740,28705,470,4176 14.312500,13.046875,12.468750,12.242188,11.750000,11.695312,11.679688,11.609375 +108 0 28723 6.194611 1251,8367,2729,269,915,1086,833,3389 15.117188,14.867188,13.976562,13.906250,13.460938,13.460938,13.335938,13.328125 +109 0 5625 11.930880 13,1056,5515,3549,842,1631,11698,7227 15.554688,15.257812,14.640625,14.296875,13.312500,12.921875,12.804688,12.593750 +110 0 472 10.606995 643,338,2742,490,606,291,705,2294 16.656250,16.468750,15.648438,15.460938,15.148438,15.109375,15.031250,14.976562 +111 0 28725 3.040771 302,28723,28725,304,297,349,28733,298 15.664062,15.320312,14.960938,14.453125,14.351562,14.210938,13.710938,13.601562 +112 0 418 5.759140 13,325,272,732,28705,264,1939,304 17.796875,16.078125,15.976562,15.968750,15.960938,15.726562,15.648438,15.429688 +113 0 28723 5.432296 327,28725,473,2934,3000,374,12322,3972 13.851562,12.984375,12.750000,11.976562,11.968750,11.960938,11.664062,11.500000 +114 0 25959 13.329317 13,1056,5515,3549,842,1631,11698,7227 15.554688,15.257812,14.640625,14.296875,13.312500,12.921875,12.804688,12.593750 +115 0 789 4.600626 2047,941,262,300,912,789,276,12553 19.843750,17.937500,17.828125,16.437500,16.031250,15.703125,15.695312,15.687500 +116 0 524 9.350296 13,276,28723,6234,28727,28712,849,28729 14.304688,13.789062,12.546875,12.507812,12.250000,12.062500,12.039062,12.000000 +117 0 274 6.289841 3676,1251,14821,1087,2192,2951,14468,3665 13.671875,13.195312,12.820312,12.601562,12.601562,12.546875,12.539062,12.335938 +118 0 13600 9.754205 28784,13,1391,517,381,822,4083,2644 11.765625,11.679688,11.398438,11.062500,11.000000,10.851562,10.773438,10.765625 +119 0 28725 4.796036 13,705,380,293,375,276,357,321 13.875000,13.507812,12.156250,12.148438,11.929688,11.906250,11.578125,11.343750 +120 0 399 6.384140 13,325,272,732,28705,264,1939,304 17.796875,16.078125,15.976562,15.968750,15.960938,15.726562,15.648438,15.429688 +121 0 28723 4.172563 2014,4947,20336,11672,28723,1906,1604,1383 12.617188,12.187500,11.539062,11.343750,11.070312,10.960938,10.953125,10.937500 +122 0 1537 10.384005 13,1056,5515,3549,842,1631,11698,7227 15.554688,15.257812,14.640625,14.296875,13.312500,12.921875,12.804688,12.593750 +123 0 6113 11.573893 315,28725,368,1236,456,272,767,378 20.296875,20.062500,19.921875,18.671875,18.500000,18.484375,18.343750,17.859375 +124 0 1040 8.899893 631,6113,13,25062,338,17825,11746,28723 15.468750,15.046875,13.929688,13.046875,12.796875,11.515625,11.382812,11.335938 +125 0 345 7.764133 13,27920,28821,28705,486,12789,2463,415 18.187500,17.421875,16.375000,16.312500,16.015625,15.609375,15.546875,15.484375 +126 0 8638 13.664902 1730,28737,1014,1976,3260,28741,13,8543 18.468750,14.312500,13.843750,12.820312,12.820312,12.820312,12.812500,12.789062 +127 0 318 8.678164 13,327,28723,1551,28747,564,349,298 15.507812,14.367188,13.781250,13.593750,12.500000,12.187500,12.046875,11.906250 diff --git a/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_mixtral-8x7b-instruct_fused0_w256.tsv b/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_mixtral-8x7b-instruct_fused0_w256.tsv new file mode 100644 index 000000000..5caae2231 --- /dev/null +++ b/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_mixtral-8x7b-instruct_fused0_w256.tsv @@ -0,0 +1,516 @@ +# model models/mlx/Mixtral-8x7B-Instruct-v0.1-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 326253 +# chunks 2 chunk_tokens 256 topk 8 prefill 0 +# columns chunk pos target nll top_ids top_logits +0 0 12217 10.526842 1247,422,1186,3660,22478,726,7299,589 12.039062,10.273438,9.789062,9.515625,9.273438,8.937500,8.726562,8.429688 +0 1 570 4.682168 28707,313,21861,515,593,321,278,309 14.093750,13.726562,13.617188,13.320312,13.179688,13.031250,12.960938,12.195312 +0 2 510 0.057056 510,338,28744,28729,8440,314,28717,28708 18.984375,15.789062,14.125000,12.906250,11.765625,11.648438,11.195312,11.078125 +0 3 28733 6.444562 28745,564,8323,3929,28732,28723,5896,13 12.234375,11.648438,11.617188,11.421875,11.171875,11.007812,10.992188,10.593750 +0 4 28750 4.391386 532,8323,11465,3839,28740,5527,28750,5041 10.617188,10.562500,10.234375,10.054688,10.023438,9.679688,9.617188,9.445312 +0 5 3735 9.032623 28734,28733,28723,28745,13,325,28782,28725 14.406250,13.992188,13.000000,12.648438,12.445312,12.398438,12.164062,11.750000 +0 6 3198 5.895443 3286,13,9888,5284,325,28705,288,673 15.429688,15.250000,14.890625,14.718750,14.195312,13.898438,13.875000,13.507812 +0 7 20272 0.005674 20272,267,28720,19445,21380,12992,1079,715 18.703125,11.578125,11.507812,10.828125,10.687500,10.664062,10.281250,10.210938 +0 8 327 9.405338 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22.921875,21.484375,17.671875,17.296875,16.531250,16.312500,15.960938,15.851562 +1 248 2215 5.577831 399,7772,10590,272,12642,12562,524,20468 18.921875,17.187500,16.640625,16.578125,16.343750,15.187500,14.617188,14.500000 +1 249 320 0.284533 320,3283,12101,19543,334,2364,27072,382 19.328125,16.750000,16.484375,15.437500,15.148438,14.937500,14.898438,14.640625 +1 250 2728 0.008404 2728,425,3389,309,3525,20380,1795,678 19.468750,13.468750,13.125000,13.007812,12.343750,10.585938,10.445312,10.382812 +1 251 1164 0.000477 1164,276,9036,4499,262,707,2705,28708 26.468750,18.500000,16.390625,16.000000,15.984375,15.617188,13.812500,12.585938 +1 252 304 1.960716 297,842,304,1200,354,390,693,438 21.218750,20.156250,19.890625,19.250000,18.359375,16.687500,16.421875,16.296875 +1 253 4580 1.380770 4580,7885,4226,6178,1001,835,20384,399 19.218750,19.140625,18.390625,17.703125,17.578125,17.281250,17.109375,16.937500 +1 254 893 0.000463 893,699,13291,1800,1638,1591,12466,13 23.265625,15.359375,11.820312,11.679688,10.843750,10.625000,10.554688,10.500000 +1 255 13291 0.093863 13291,297,9089,390,395,1679,2267,9439 22.062500,18.906250,18.015625,17.796875,17.765625,16.406250,16.390625,15.585938 diff --git a/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_mixtral-8x7b-instruct_fused0_w8.tsv b/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_mixtral-8x7b-instruct_fused0_w8.tsv new file mode 100644 index 000000000..080097c94 --- /dev/null +++ b/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_mixtral-8x7b-instruct_fused0_w8.tsv @@ -0,0 +1,644 @@ +# model models/mlx/Mixtral-8x7B-Instruct-v0.1-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 326253 +# chunks 80 chunk_tokens 8 topk 8 prefill 512 +# columns chunk pos target nll top_ids top_logits +0 0 12217 10.522325 1247,422,1186,3660,22478,726,7299,589 12.023438,10.265625,9.773438,9.507812,9.257812,8.929688,8.726562,8.414062 +0 1 570 4.680541 28707,313,21861,515,593,321,278,309 14.101562,13.734375,13.625000,13.328125,13.187500,13.031250,12.968750,12.195312 +0 2 510 0.055843 510,338,28744,28729,8440,314,28717,28708 19.000000,15.781250,14.117188,12.898438,11.765625,11.648438,11.195312,11.085938 +0 3 28733 6.443358 28745,564,8323,3929,28732,28723,5896,13 12.234375,11.648438,11.625000,11.429688,11.164062,11.007812,10.992188,10.593750 +0 4 28750 4.392675 532,8323,11465,3839,28740,5527,28750,5041 10.625000,10.562500,10.242188,10.054688,10.023438,9.679688,9.617188,9.437500 +0 5 3735 9.040245 28734,28733,28723,28745,13,325,28782,28725 14.390625,14.000000,12.992188,12.656250,12.437500,12.398438,12.171875,11.750000 +0 6 3198 5.908537 3286,13,9888,5284,325,28705,288,673 15.429688,15.250000,14.882812,14.710938,14.195312,13.898438,13.867188,13.507812 +0 7 20272 0.005686 20272,267,28720,19445,21380,12992,1079,715 18.703125,11.578125,11.507812,10.828125,10.687500,10.671875,10.289062,10.218750 +1 0 327 0.719048 327,13,325,28705,28747,354,387,28725 19.437500,18.843750,17.984375,16.171875,15.679688,15.609375,15.320312,15.273438 +1 1 13 1.615007 851,13,415,859,8070,2772,23713,12217 19.078125,18.812500,18.125000,18.093750,17.234375,16.906250,16.656250,16.562500 +1 2 13 0.357803 13,3260,1014,585,28780,28746,15537,28736 16.218750,14.218750,13.132812,12.929688,12.484375,12.429688,12.171875,11.289062 +1 3 4220 6.388375 3260,1014,585,28736,13,28746,28780,15537 13.507812,11.992188,11.875000,11.554688,11.140625,11.109375,11.101562,10.757812 +1 4 260 7.517128 28747,2696,9066,2245,714,13,325,5373 19.687500,16.359375,16.265625,16.187500,15.773438,15.710938,15.679688,15.617188 +1 5 714 0.641552 714,342,327,12,3550,733,523,4449 17.812500,16.578125,15.867188,15.000000,14.843750,14.156250,14.148438,13.906250 +1 6 4449 2.832479 3550,8070,733,523,4449,28705,12217,732 17.984375,17.328125,17.218750,16.609375,16.328125,15.726562,15.335938,14.867188 +1 7 1508 0.001080 1508,28747,714,564,28789,13,421,28723 22.890625,15.562500,13.656250,13.203125,13.007812,12.765625,12.335938,11.632812 +2 0 28716 5.078659 6222,269,2849,28715,1507,11338,1394,8301 15.968750,15.523438,15.242188,14.351562,13.609375,13.414062,13.078125,13.031250 +2 1 786 3.215736 468,28721,988,786,1416,1067,28750,26527 16.812500,15.992188,15.210938,14.257812,13.796875,12.976562,12.531250,12.265625 +2 2 3080 0.000313 3080,6207,2053,265,28709,4082,288,4754 23.406250,14.429688,12.953125,12.578125,12.000000,11.570312,11.531250,11.390625 +2 3 1797 0.000135 1797,9288,2105,23744,20107,28678,28723,28733 24.703125,14.421875,14.375000,13.945312,13.523438,13.296875,12.734375,12.195312 +2 4 28723 0.000019 28723,28733,28748,13,28725,1115,28750,842 24.781250,13.414062,11.656250,11.523438,10.703125,10.062500,9.484375,8.937500 +2 5 1115 0.000332 1115,675,4798,9538,2591,1001,450,6222 24.578125,16.109375,14.945312,13.257812,13.179688,12.468750,12.062500,11.726562 +2 6 28748 0.000076 28748,13,421,28723,1922,28747,11912,3849 24.640625,13.906250,13.906250,13.203125,12.101562,11.703125,11.382812,11.312500 +2 7 4201 0.052263 4201,4754,10038,11338,13241,17066,28715,28707 17.984375,13.250000,13.187500,13.000000,11.960938,11.539062,11.406250,11.398438 +3 0 20363 0.000002 20363,555,25716,6591,293,375,6491,25436 28.671875,14.031250,13.718750,13.500000,12.812500,12.460938,12.406250,12.265625 +3 1 28748 0.001139 28748,13,11912,421,22237,28723,28730,28804 21.656250,13.882812,12.320312,12.046875,12.000000,11.835938,11.593750,11.484375 +3 2 28735 7.702939 18509,28727,28717,28768,28713,28716,28780,28719 12.953125,12.218750,11.398438,11.218750,11.148438,11.125000,11.039062,11.031250 +3 3 2230 2.757204 1189,2190,2230,377,364,7855,595,1169 13.367188,12.906250,12.820312,12.382812,12.171875,11.914062,11.859375,11.726562 +3 4 5712 0.119221 5712,2314,19714,9701,2383,14787,7226,1294 16.781250,13.953125,13.351562,11.226562,11.195312,11.070312,11.062500,10.210938 +3 5 28748 0.027000 28748,28733,1146,13,28730,7982,1151,896 18.031250,12.828125,12.789062,12.640625,12.078125,11.945312,11.382812,10.648438 +3 6 18509 1.077847 18509,28780,13845,28727,15941,4754,4555,23954 13.078125,12.773438,11.484375,11.125000,10.609375,9.960938,9.929688,9.906250 +3 7 570 0.014128 570,279,473,294,3790,5379,4371,278 22.156250,16.796875,15.796875,15.296875,15.125000,15.078125,14.757812,14.695312 +4 0 510 0.000002 510,28744,1205,338,8440,772,1568,23049 30.437500,17.000000,15.164062,14.585938,12.460938,12.226562,12.210938,12.117188 +4 1 13 2.621225 28733,13,28730,28750,28748,14048,325,28705 18.625000,16.140625,15.234375,14.179688,12.570312,12.546875,12.437500,11.867188 +4 2 3540 6.279179 13,9428,4841,4818,28758,7301,1963,5056 15.820312,13.500000,12.492188,12.117188,11.773438,11.687500,11.601562,11.406250 +4 3 673 0.732014 673,10286,14254,6591,1123,6306,28733,8692 14.554688,12.531250,12.523438,12.507812,12.382812,12.312500,11.328125,10.734375 +4 4 260 0.475126 260,2287,355,259,28705,273,5390,28747 18.296875,17.656250,14.156250,14.007812,13.703125,13.250000,12.906250,12.539062 +4 5 714 0.000080 714,12,29000,2753,387,325,464,28994 25.453125,15.039062,13.937500,13.390625,13.062500,12.640625,12.226562,12.210938 +4 6 275 1.413887 275,28705,1369,5835,12217,464,3716,18509 17.125000,16.671875,16.515625,16.296875,15.507812,15.218750,14.570312,14.429688 +4 7 849 0.085625 849,7137,28707,2630,28710,28750,14579,336 21.656250,19.218750,14.578125,13.648438,12.906250,12.734375,12.531250,11.554688 +5 0 570 0.006023 570,13189,279,473,536,4371,772,412 21.796875,16.296875,14.000000,13.570312,12.859375,12.414062,12.351562,12.257812 +5 1 510 0.000011 510,28744,1205,310,28775,1071,338,28315 29.937500,18.484375,15.000000,13.179688,12.921875,11.953125,11.906250,11.695312 +5 2 28733 0.060886 28733,13,28730,28723,28750,28725,28705,28748 19.203125,15.820312,14.523438,13.851562,13.757812,13.242188,12.734375,12.398438 +5 3 28750 0.049078 28750,28740,9310,16962,1507,1613,15730,269 17.890625,14.695312,11.148438,10.554688,10.445312,10.289062,10.218750,9.742188 +5 4 28733 1.031942 13,28733,28725,325,28723,28748,28730,28705 17.484375,16.984375,13.859375,13.335938,12.921875,12.539062,12.117188,11.546875 +5 5 1507 0.113628 1507,28728,28740,2398,15730,370,980,1613 17.500000,14.492188,13.593750,13.164062,11.968750,11.757812,11.617188,11.304688 +5 6 28733 0.069864 28733,13,28748,28725,28723,325,28730,376 20.015625,17.234375,14.257812,13.554688,13.531250,13.132812,12.656250,12.156250 +5 7 28728 0.000832 28728,1389,11961,9501,28740,11484,391,19457 21.484375,13.554688,12.765625,11.500000,11.398438,11.226562,10.484375,10.140625 +6 0 28740 0.016962 28740,28750,28734,28770,28782,28783,28781,28787 20.578125,16.093750,14.953125,13.210938,12.695312,12.156250,11.960938,11.617188 +6 1 13 0.065598 13,28723,325,28725,28748,28733,28705,28745 20.578125,16.390625,16.359375,16.250000,16.062500,14.523438,14.156250,13.648438 +6 2 16990 3.041967 4841,13,2171,9428,16990,4818,7301,5343 14.015625,13.828125,13.085938,12.757812,12.601562,12.125000,12.046875,11.953125 +6 3 355 0.787125 428,355,5390,1212,260,273,28705,2287 17.859375,17.828125,13.546875,13.500000,13.460938,13.351562,13.320312,12.898438 +6 4 714 0.000076 714,12,29000,2753,387,732,325,1200 26.921875,16.843750,15.921875,13.929688,13.351562,13.226562,13.062500,12.835938 +6 5 1369 1.303938 5835,1369,15150,8435,28705,4154,27035,275 21.546875,20.671875,17.671875,17.125000,16.640625,16.546875,16.500000,16.375000 +6 6 325 4.436556 13,28723,325,28725,28730,28733,808,28748 20.296875,15.976562,15.898438,14.359375,14.164062,13.656250,13.273438,13.132812 +6 7 28781 4.478167 28740,28750,28782,4081,455,28784,5041,28770 12.859375,11.437500,10.820312,10.468750,10.453125,10.398438,10.343750,10.335938 +7 0 28770 4.362408 28734,28774,28750,28740,28783,28781,28782,28770 18.171875,15.164062,14.656250,14.531250,14.273438,14.195312,14.140625,14.031250 +7 1 28782 2.476154 28783,28784,28725,28782,28750,28787,28740,28734 15.765625,15.554688,15.437500,15.343750,15.218750,15.218750,15.125000,15.046875 +7 2 28783 2.123775 28783,28734,28784,28750,28787,28774,28781,28782 15.304688,15.234375,15.093750,15.070312,14.937500,14.843750,14.789062,14.789062 +7 3 11926 6.623219 28731,28774,28783,10181,28784,1369,28782,28787 14.312500,13.429688,13.304688,13.195312,13.125000,12.867188,12.789062,12.781250 +7 4 28731 0.277346 28731,28725,442,28745,732,302,557,1318 21.828125,19.953125,18.562500,17.656250,17.359375,17.234375,17.234375,16.984375 +7 5 13 0.007162 13,442,325,28705,387,648,342,304 22.843750,16.156250,15.781250,15.437500,14.820312,14.773438,14.664062,14.570312 +7 6 9428 2.632396 13,4841,5056,9428,28758,2171,13843,2269 13.718750,12.984375,12.937500,12.742188,12.171875,11.757812,11.750000,11.492188 +7 7 2287 0.020208 2287,260,259,28705,355,12,28732,28747 21.968750,17.765625,15.921875,14.539062,14.296875,13.882812,13.851562,13.796875 +8 0 714 0.000040 714,12,29000,325,2753,6210,733,28747 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18.250000,17.796875,17.468750,17.453125,17.015625,16.984375,16.703125,16.343750 +69 2 789 0.000107 789,431,278,392,2606,1254,463,372 23.890625,13.179688,12.039062,12.039062,11.757812,11.671875,11.320312,11.273438 +69 3 1067 0.000006 1067,2546,11646,12154,336,2,6195,304 27.421875,13.859375,13.773438,12.945312,12.437500,11.921875,11.796875,11.734375 +69 4 297 0.829102 297,304,1200,1076,2327,390,354,325 21.015625,20.734375,19.718750,19.468750,17.656250,16.296875,14.281250,13.250000 +69 5 272 0.160648 272,264,399,1698,415,516,989,5966 19.875000,16.750000,16.468750,15.765625,14.921875,14.335938,14.320312,14.226562 +69 6 1156 1.561531 1156,2966,18635,8575,3797,7772,28705,7670 17.390625,16.875000,16.765625,16.125000,15.296875,15.242188,15.195312,15.179688 +69 7 16334 6.876434 415,851,20403,11549,367,1641,7787,1725 17.359375,14.835938,14.640625,13.867188,13.664062,13.656250,13.320312,13.195312 +70 0 463 0.275970 463,20084,11156,697,520,316,1689,311 24.000000,22.843750,18.156250,14.648438,13.734375,13.562500,13.281250,13.101562 +70 1 596 -0.000000 596,7322,14320,9920,4511,269,308,18183 33.187500,15.867188,15.632812,14.390625,14.085938,13.960938,13.882812,13.796875 +70 2 1557 0.025734 1557,302,1200,354,11933,15209,297,438 23.796875,20.093750,16.218750,14.375000,14.335938,14.187500,14.062500,14.000000 +70 3 4241 0.995529 4241,438,1200,486,10666,690,304,835 19.828125,19.406250,19.203125,18.328125,16.671875,16.453125,16.406250,16.187500 +70 4 486 0.002398 486,304,354,28705,2463,13,2,802 24.046875,17.843750,14.507812,14.179688,13.812500,13.687500,13.468750,13.390625 +70 5 3655 0.084776 3655,12332,12809,7268,10590,16481,9977,8413 21.250000,18.562500,15.992188,15.539062,15.421875,14.210938,13.945312,13.937500 +70 6 399 0.000187 399,14610,5802,3291,4455,451,1200,13542 23.046875,11.882812,11.765625,11.757812,11.648438,11.570312,11.484375,11.468750 +70 7 3146 0.000002 3146,494,9024,1182,1750,14917,308,16227 27.828125,12.789062,12.703125,12.632812,12.007812,11.132812,10.468750,9.976562 +71 0 19156 0.000074 19156,425,12254,26912,7442,28769,28716,304 27.812500,17.250000,17.218750,16.609375,15.367188,14.812500,14.164062,13.875000 +71 1 842 2.386539 1200,304,438,842,690,2753,354,297 20.578125,20.484375,19.593750,19.171875,17.359375,17.281250,17.187500,14.796875 +71 2 650 0.814560 650,415,661,851,560,1306,16334,365 22.546875,22.250000,21.078125,20.703125,19.640625,18.312500,18.234375,18.015625 +71 3 6178 3.111828 835,403,553,4226,7885,6178,868,4580 21.031250,20.328125,19.500000,19.046875,18.859375,18.765625,18.296875,18.218750 +71 4 356 4.401220 297,390,438,13291,356,395,1076,9089 22.984375,20.125000,19.500000,18.890625,18.703125,17.671875,16.531250,15.742188 +71 5 264 5.290630 272,5430,8575,13590,4921,24331,396,16309 21.187500,21.062500,19.453125,19.062500,18.031250,17.250000,17.234375,16.750000 +71 6 28705 2.884472 8357,16309,8575,9560,28705,11683,6480,2692 17.281250,16.937500,16.500000,16.453125,16.203125,16.109375,16.078125,15.617188 +71 7 28750 0.035826 28750,28740,28770,28784,28782,28781,13,28787 20.968750,16.843750,15.625000,15.351562,15.195312,15.109375,14.453125,14.414062 +72 0 28734 0.004538 28734,28781,28782,28733,28783,28750,28740,28770 23.062500,15.914062,15.914062,15.898438,14.992188,14.921875,14.906250,14.796875 +72 1 28734 0.014481 28734,28740,28733,362,7117,28750,4212,9560 21.343750,17.062500,13.484375,12.015625,11.976562,11.390625,10.125000,9.968750 +72 2 28784 0.711952 28784,28787,28783,28774,28782,28781,28770,28750 19.859375,19.765625,17.531250,15.890625,15.171875,12.859375,11.953125,11.429688 +72 3 9560 0.065571 9560,16309,8575,12065,4885,7416,2796,6480 20.687500,16.359375,15.921875,15.187500,14.718750,14.671875,14.539062,14.265625 +72 4 302 0.001310 302,356,325,802,21508,345,15583,1200 24.171875,15.562500,15.289062,15.187500,15.164062,14.843750,14.210938,14.179688 +72 5 272 0.350229 272,415,16505,2378,8194,5802,1450,4170 19.640625,16.765625,16.593750,16.125000,16.109375,15.953125,15.695312,15.539062 +72 6 8575 0.296040 8575,16309,4409,8862,14250,5046,6480,5714 20.000000,17.671875,17.140625,16.531250,16.390625,15.507812,15.140625,15.109375 +72 7 3518 0.023125 3518,1347,13792,2007,14441,22054,9311,18987 24.312500,20.015625,18.640625,18.015625,17.562500,16.453125,16.156250,16.062500 +73 0 1200 9.823763 415,2378,4170,1670,8194,16505,1450,6044 16.906250,16.859375,16.593750,16.531250,16.531250,16.531250,16.484375,15.742188 +73 1 2378 2.958982 415,690,970,2378,8194,16505,1670,297 16.875000,16.828125,16.578125,16.140625,16.046875,15.968750,15.703125,15.695312 +73 2 6475 0.001221 6475,734,300,5185,310,2280,995,16812 23.281250,15.773438,14.632812,14.437500,14.210938,13.335938,12.273438,11.828125 +73 3 1200 1.222624 842,1200,390,304,297,4543,1987,28705 18.328125,18.125000,17.093750,17.031250,16.312500,14.687500,14.656250,14.281250 +73 4 4961 6.119682 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8.222488 272,415,3655,10827,330,399,334,5966 19.265625,18.250000,15.859375,15.531250,15.445312,15.304688,14.796875,14.750000 +75 3 298 0.147196 298,1791,315,6025,28714,6428,15465,412 19.984375,17.250000,16.468750,16.265625,14.656250,14.390625,14.367188,14.304688 +75 4 6119 1.472794 3433,6119,15259,6021,15960,2483,318,2941 20.453125,19.609375,18.687500,17.703125,16.953125,16.687500,16.531250,16.265625 +75 5 331 0.000002 331,333,643,1151,1074,380,673,13 31.234375,17.812500,16.015625,15.585938,14.015625,13.500000,12.554688,12.460938 +75 6 10666 2.962618 4241,438,486,1200,10666,842,272,297 20.046875,17.921875,17.687500,17.593750,17.484375,16.812500,14.906250,14.890625 +75 7 486 0.003048 486,304,438,2463,28705,354,13,1200 23.703125,17.703125,14.078125,14.039062,13.765625,13.304688,13.125000,13.046875 +76 0 9574 6.965311 2215,399,3655,12642,10590,524,20468,320 17.453125,16.906250,16.750000,16.500000,16.375000,16.218750,16.093750,16.031250 +76 1 412 0.009556 412,14180,386,3186,816,382,14475,331 21.546875,16.250000,15.101562,14.539062,13.851562,13.843750,12.484375,12.460938 +76 2 399 0.003714 399,16506,6428,384,318,6359,20165,14135 22.062500,15.617188,13.953125,13.156250,12.539062,12.289062,12.171875,12.101562 +76 3 423 0.000004 423,2020,313,4016,4643,1022,1184,813 28.687500,14.750000,13.914062,13.367188,12.843750,12.789062,12.679688,12.531250 +76 4 405 0.000181 405,28729,18727,10774,945,4457,842,1200 25.328125,16.015625,15.210938,14.007812,13.164062,13.015625,12.656250,12.632812 +76 5 842 0.910715 842,438,304,1200,2753,297,354,690 19.890625,19.546875,19.359375,17.765625,15.406250,15.351562,15.320312,14.820312 +76 6 1602 11.903406 650,560,28705,365,415,13,851,2354 21.546875,20.500000,19.937500,19.062500,18.203125,17.875000,17.328125,16.046875 +76 7 298 0.002226 298,1791,6119,863,403,532,13,272 25.046875,18.734375,15.414062,15.140625,14.617188,14.398438,14.210938,14.015625 +77 0 6119 0.001041 6119,334,27960,4432,13,28705,403,22457 25.687500,17.921875,17.796875,15.773438,14.906250,14.398438,13.992188,13.578125 +77 1 331 0.000002 331,3245,864,13,358,457,673,303 28.968750,14.554688,13.460938,13.179688,12.835938,12.812500,12.390625,12.164062 +77 2 403 0.152155 403,349,4580,9877,12526,1200,4923,5591 21.640625,18.484375,18.343750,17.796875,17.296875,17.109375,16.453125,16.265625 +77 3 7885 0.071159 7885,4241,264,341,835,907,4961,2818 21.484375,17.703125,17.078125,16.546875,16.109375,15.437500,15.132812,15.117188 +77 4 438 0.057373 438,297,486,390,356,354,477,802 23.187500,20.171875,17.234375,16.703125,16.359375,16.093750,15.906250,15.460938 +77 5 13668 8.494745 272,415,4222,1560,19155,382,8413,318 22.187500,17.484375,15.382812,15.140625,15.140625,14.468750,14.460938,14.320312 +77 6 15209 0.122536 15209,6756,4594,6248,1200,18635,304,297 20.328125,17.781250,16.796875,14.906250,14.515625,14.312500,13.921875,13.718750 +77 7 297 0.427523 297,304,1200,842,477,395,4222,2753 20.937500,19.312500,19.062500,18.968750,15.859375,15.851562,15.601562,15.421875 +78 0 272 7.235033 4222,985,3797,28705,7635,5058,272,17681 22.250000,17.531250,17.343750,17.234375,16.843750,15.421875,15.046875,13.921875 +78 1 4222 2.446215 2969,3797,4222,1348,6194,985,8413,7474 19.093750,18.187500,17.609375,17.359375,16.781250,16.578125,16.359375,16.125000 +78 2 9411 0.577892 9411,287,7181,1083,18583,2698,842,10501 20.812500,19.750000,19.265625,18.671875,17.281250,16.750000,16.312500,15.601562 +78 3 900 0.000105 900,996,476,1322,4795,591,280,8654 26.750000,17.187500,15.093750,15.023438,14.835938,13.710938,13.187500,12.695312 +78 4 302 0.001816 302,802,5058,28713,4529,28705,1200,304 23.562500,16.687500,14.585938,14.234375,13.890625,13.765625,13.671875,13.312500 +78 5 5058 0.001221 5058,3797,524,382,11218,1200,802,4222 25.734375,18.156250,17.187500,16.953125,16.390625,15.382812,15.281250,15.109375 +78 6 14448 0.000069 14448,794,28719,404,842,1200,290,304 27.203125,17.062500,16.140625,15.125000,14.765625,13.203125,12.515625,12.289062 +78 7 28719 0.000017 28719,372,290,991,2162,28711,2630,842 28.296875,16.078125,15.968750,15.421875,14.695312,13.617188,13.296875,13.226562 +79 0 372 0.000006 372,362,2,304,13,16919,999,28705 28.468750,14.945312,14.812500,14.101562,13.960938,13.804688,12.773438,12.757812 +79 1 304 0.028870 304,842,1200,567,297,2753,28705,28723 23.796875,20.000000,17.437500,17.328125,17.062500,15.906250,15.820312,14.992188 +79 2 401 0.001381 401,403,272,297,28765,438,11439,1200 24.250000,15.648438,15.632812,15.015625,14.968750,14.703125,14.687500,14.492188 +79 3 353 0.000002 353,9271,517,2,13,12063,1007,1248 29.046875,15.054688,14.250000,14.039062,13.109375,12.632812,12.507812,12.117188 +79 4 3520 0.000044 3520,11218,842,2799,5058,18500,13,1200 27.046875,16.156250,14.898438,14.375000,14.117188,14.031250,13.554688,13.445312 +79 5 842 0.195898 842,304,1200,297,2753,477,395,28705 21.390625,18.890625,18.531250,18.046875,16.437500,16.187500,16.171875,15.929688 +79 6 365 1.855873 650,560,365,28705,13,415,661,851 21.500000,20.500000,20.375000,20.109375,18.484375,17.937500,17.031250,16.312500 +79 7 3619 0.000113 3619,406,6753,474,1068,518,2456,28705 24.375000,13.718750,12.882812,12.812500,12.757812,12.687500,12.132812,11.890625 diff --git a/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_qwen3-0.6b_default_w1.tsv b/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_qwen3-0.6b_default_w1.tsv new file mode 100644 index 000000000..ce16ea1fc --- /dev/null +++ b/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_qwen3-0.6b_default_w1.tsv @@ -0,0 +1,132 @@ +# model models/mlx/Qwen3-0.6B-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 299190 +# chunks 128 chunk_tokens 1 topk 8 prefill 0 +# columns chunk pos target nll top_ids top_logits +0 0 42105 12.321185 220,454,408,810,681,16,344,25 4.906250,4.750000,4.375000,4.343750,4.312500,4.250000,4.218750,4.156250 +1 0 275 9.693937 681,454,1117,361,316,344,552,220 4.000000,3.906250,3.812500,3.796875,3.781250,3.781250,3.765625,3.687500 +2 0 427 9.503526 220,454,284,681,1117,316,273,361 4.093750,4.093750,3.984375,3.937500,3.687500,3.671875,3.625000,3.625000 +3 0 12 7.964886 681,1117,454,361,220,316,344,284 4.468750,4.343750,4.281250,4.093750,4.062500,4.000000,3.984375,3.968750 +4 0 17 7.880522 220,16,25,454,12,481,284,316 4.718750,3.921875,3.906250,3.812500,3.781250,3.718750,3.562500,3.515625 +5 0 3393 9.676596 220,25,16,284,12,454,481,17 4.375000,4.156250,4.031250,3.953125,3.890625,3.765625,3.703125,3.531250 +6 0 75734 12.010777 220,681,25,1117,316,454,12,273 4.062500,3.812500,3.765625,3.734375,3.578125,3.546875,3.500000,3.453125 +7 0 79483 11.351258 220,681,1117,316,25,454,12,344 4.062500,3.796875,3.671875,3.656250,3.625000,3.609375,3.531250,3.500000 +8 0 3608 11.108868 220,454,25,408,681,810,12,344 4.187500,3.812500,3.796875,3.750000,3.734375,3.718750,3.687500,3.671875 +9 0 257 9.960409 220,25,681,1117,454,12,284,361 4.125000,4.000000,3.953125,3.843750,3.812500,3.687500,3.640625,3.593750 +10 0 549 8.467429 220,284,25,16,481,320,12,671 4.625000,3.890625,3.859375,3.734375,3.734375,3.500000,3.484375,3.421875 +11 0 3703 10.558113 220,454,284,12,16,681,481,810 4.437500,3.734375,3.640625,3.593750,3.593750,3.546875,3.515625,3.515625 +12 0 1110 10.101463 454,681,25,361,220,1117,12,284 4.625000,4.312500,4.250000,4.250000,4.156250,4.156250,4.125000,4.093750 +13 0 71 8.229469 454,361,383,408,12,810,681,1466 5.187500,4.562500,4.531250,4.531250,4.468750,4.468750,4.437500,4.406250 +14 0 35268 11.228620 454,681,220,16,284,344,408,316 4.156250,4.093750,4.031250,3.937500,3.937500,3.890625,3.875000,3.859375 +15 0 1564 10.386606 220,454,681,25,1117,316,273,284 3.859375,3.593750,3.593750,3.468750,3.468750,3.453125,3.375000,3.328125 +16 0 6830 10.847195 220,681,25,284,1117,454,316,12 3.937500,3.843750,3.703125,3.671875,3.640625,3.593750,3.515625,3.468750 +17 0 3446 10.013487 454,681,316,361,12,273,562,1117 3.937500,3.843750,3.687500,3.687500,3.656250,3.640625,3.609375,3.562500 +18 0 76649 10.345016 454,408,681,344,12,361,220,16 4.812500,4.531250,4.500000,4.437500,4.375000,4.375000,4.343750,4.312500 +19 0 11374 10.968125 220,25,681,284,1117,454,16,12 3.812500,3.765625,3.718750,3.687500,3.687500,3.671875,3.593750,3.562500 +20 0 3831 10.304411 454,220,681,25,16,1117,361,284 4.218750,4.187500,4.125000,4.000000,3.953125,3.953125,3.937500,3.890625 +21 0 8833 9.697271 220,454,681,316,25,284,273,1117 3.843750,3.625000,3.609375,3.484375,3.453125,3.437500,3.406250,3.406250 +22 0 6324 11.086881 220,681,25,454,1117,316,284,12 3.921875,3.703125,3.562500,3.515625,3.500000,3.468750,3.453125,3.406250 +23 0 60403 10.585569 454,681,361,1117,344,408,316,273 4.375000,4.281250,4.062500,4.062500,4.000000,4.000000,3.953125,3.906250 +24 0 427 9.493662 681,220,316,454,1117,344,273,361 3.921875,3.890625,3.875000,3.812500,3.812500,3.765625,3.734375,3.703125 +25 0 198 9.261761 681,1117,454,361,220,316,344,284 4.468750,4.343750,4.281250,4.093750,4.062500,4.000000,3.984375,3.968750 +26 0 70584 11.690351 220,454,25,408,12,681,16,316 4.062500,3.875000,3.828125,3.796875,3.765625,3.750000,3.734375,3.687500 +27 0 257 10.125507 220,681,1117,25,316,454,344,284 4.062500,3.796875,3.734375,3.718750,3.578125,3.562500,3.468750,3.453125 +28 0 549 8.467429 220,284,25,16,481,320,12,671 4.625000,3.890625,3.859375,3.734375,3.734375,3.500000,3.484375,3.421875 +29 0 289 10.718269 220,454,284,12,16,681,481,810 4.437500,3.734375,3.640625,3.593750,3.593750,3.546875,3.515625,3.515625 +30 0 60403 10.715133 220,454,681,344,284,25,408,1117 4.093750,3.937500,3.921875,3.781250,3.718750,3.703125,3.671875,3.671875 +31 0 427 9.493662 681,220,316,454,1117,344,273,361 3.921875,3.890625,3.875000,3.812500,3.812500,3.765625,3.734375,3.703125 +32 0 12 7.964886 681,1117,454,361,220,316,344,284 4.468750,4.343750,4.281250,4.093750,4.062500,4.000000,3.984375,3.968750 +33 0 17 7.880522 220,16,25,454,12,481,284,316 4.718750,3.921875,3.906250,3.812500,3.781250,3.718750,3.562500,3.515625 +34 0 12 7.285971 220,25,16,284,12,454,481,17 4.375000,4.156250,4.031250,3.953125,3.890625,3.765625,3.703125,3.531250 +35 0 1041 9.458647 220,16,25,454,12,481,284,316 4.718750,3.921875,3.906250,3.812500,3.781250,3.718750,3.562500,3.515625 +36 0 8273 9.592735 681,220,1117,454,284,25,316,273 4.125000,3.921875,3.921875,3.875000,3.843750,3.765625,3.734375,3.687500 +37 0 16 7.786249 681,220,454,344,1117,316,408,25 4.343750,4.156250,4.125000,4.093750,4.031250,3.984375,3.984375,3.890625 +38 0 198 8.592406 220,16,25,454,12,284,481,17 4.218750,3.953125,3.859375,3.750000,3.718750,3.671875,3.593750,3.500000 +39 0 20193 10.780195 220,454,25,408,12,681,16,316 4.062500,3.875000,3.828125,3.796875,3.765625,3.750000,3.734375,3.687500 +40 0 414 10.148037 681,220,454,1117,316,344,12,25 4.250000,4.218750,4.093750,3.906250,3.828125,3.828125,3.812500,3.812500 +41 0 549 8.385189 220,481,284,264,364,320,16,671 5.000000,3.968750,3.906250,3.796875,3.703125,3.687500,3.671875,3.671875 +42 0 1273 11.669441 220,454,284,12,16,681,481,810 4.437500,3.734375,3.640625,3.593750,3.593750,3.546875,3.515625,3.515625 +43 0 320 8.628414 220,681,25,1117,284,454,316,273 3.937500,3.859375,3.671875,3.671875,3.640625,3.640625,3.546875,3.468750 +44 0 19 9.204882 220,454,681,16,408,316,344,810 4.062500,4.031250,3.921875,3.875000,3.859375,3.781250,3.781250,3.750000 +45 0 18 8.562386 220,25,16,12,284,454,681,481 4.156250,3.843750,3.671875,3.640625,3.453125,3.421875,3.421875,3.359375 +46 0 20 9.228256 220,25,16,12,284,454,681,316 4.218750,3.921875,3.765625,3.703125,3.578125,3.562500,3.562500,3.484375 +47 0 23 9.487967 220,25,16,12,284,454,681,316 4.062500,3.750000,3.609375,3.593750,3.375000,3.375000,3.328125,3.312500 +48 0 6978 12.930984 220,25,16,12,284,454,481,17 4.187500,3.781250,3.734375,3.656250,3.468750,3.421875,3.421875,3.343750 +49 0 340 9.508233 220,25,284,454,681,16,1117,316 3.921875,3.734375,3.656250,3.562500,3.546875,3.515625,3.484375,3.375000 +50 0 9827 12.963638 454,408,220,810,681,25,344,361 4.562500,4.468750,4.406250,4.406250,4.375000,4.187500,4.187500,4.187500 +51 0 262 9.350205 220,25,681,284,1117,12,454,361 3.875000,3.859375,3.687500,3.578125,3.562500,3.546875,3.531250,3.328125 +52 0 549 8.413675 220,481,264,284,671,320,364,16 5.156250,4.125000,4.062500,4.062500,3.843750,3.828125,3.812500,3.781250 +53 0 13534 10.616707 220,454,284,12,16,681,481,810 4.437500,3.734375,3.640625,3.593750,3.593750,3.546875,3.515625,3.515625 +54 0 7710 11.902407 220,681,25,454,284,12,16,1117 4.062500,3.890625,3.828125,3.765625,3.703125,3.687500,3.640625,3.640625 +55 0 92214 12.256836 220,25,12,681,284,16,344,454 4.156250,3.828125,3.593750,3.578125,3.406250,3.328125,3.328125,3.281250 +56 0 220 7.640699 220,25,681,12,284,454,16,1117 3.843750,3.687500,3.562500,3.515625,3.390625,3.359375,3.296875,3.265625 +57 0 18 8.148203 220,16,481,17,25,284,12,671 4.437500,4.093750,3.765625,3.593750,3.531250,3.468750,3.375000,3.328125 +58 0 13 8.212631 220,25,16,12,284,454,681,316 4.218750,3.921875,3.765625,3.703125,3.578125,3.562500,3.562500,3.484375 +59 0 15 8.212137 220,16,25,481,12,17,320,284 4.656250,3.984375,3.859375,3.703125,3.609375,3.562500,3.312500,3.281250 +60 0 320 7.974875 220,25,16,12,284,481,454,17 4.281250,4.031250,3.968750,3.859375,3.843750,3.671875,3.640625,3.484375 +61 0 2428 9.900194 220,454,681,16,408,316,344,810 4.062500,4.031250,3.921875,3.875000,3.859375,3.781250,3.781250,3.750000 +62 0 1110 10.386212 25,454,681,220,284,1117,12,361 4.062500,4.000000,4.000000,3.968750,3.906250,3.859375,3.812500,3.734375 +63 0 85231 12.479469 454,361,383,408,12,810,681,1466 5.187500,4.562500,4.531250,4.531250,4.468750,4.468750,4.437500,4.406250 +64 0 2659 9.611319 220,25,12,284,454,681,16,481 3.796875,3.640625,3.578125,3.546875,3.484375,3.468750,3.343750,3.312500 +65 0 6971 13.283600 454,361,12,681,383,408,316,534 4.343750,4.156250,4.062500,4.000000,3.937500,3.921875,3.906250,3.906250 +66 0 67733 11.813296 12,25,454,361,681,1117,517,534 3.859375,3.859375,3.843750,3.812500,3.781250,3.703125,3.671875,3.625000 +67 0 1331 8.872183 220,12,454,481,16,25,383,681 4.156250,3.906250,3.796875,3.671875,3.640625,3.546875,3.500000,3.437500 +68 0 64 9.996956 454,681,1117,361,316,408,220,273 4.468750,4.468750,4.312500,4.218750,4.187500,4.093750,4.062500,4.062500 +69 0 14 9.534490 220,681,284,25,454,344,1117,316 4.187500,4.062500,3.984375,3.953125,3.796875,3.765625,3.750000,3.671875 +70 0 18 8.034513 454,16,220,481,12,284,17,383 4.562500,4.500000,4.468750,4.437500,4.281250,4.218750,4.031250,3.859375 +71 0 13 8.212631 220,25,16,12,284,454,681,316 4.218750,3.921875,3.765625,3.703125,3.578125,3.562500,3.562500,3.484375 +72 0 15 8.212137 220,16,25,481,12,17,320,284 4.656250,3.984375,3.859375,3.703125,3.609375,3.562500,3.312500,3.281250 +73 0 53560 11.830344 220,25,16,12,284,481,454,17 4.281250,4.031250,3.968750,3.859375,3.843750,3.671875,3.640625,3.484375 +74 0 19665 11.731985 220,454,810,408,12,16,681,344 4.125000,4.093750,4.000000,3.843750,3.812500,3.796875,3.750000,3.734375 +75 0 1488 9.956488 681,1117,316,344,273,454,361,552 4.593750,4.343750,4.031250,4.031250,3.968750,3.968750,3.937500,3.921875 +76 0 25 7.788647 220,25,454,284,681,12,16,1117 4.031250,3.656250,3.625000,3.562500,3.515625,3.484375,3.453125,3.390625 +77 0 26587 10.669094 220,16,25,284,481,12,454,320 4.375000,3.687500,3.671875,3.531250,3.515625,3.437500,3.281250,3.218750 +78 0 20343 13.239465 220,25,12,16,454,681,284,316 4.031250,3.859375,3.562500,3.453125,3.359375,3.359375,3.343750,3.296875 +79 0 11 8.775454 220,25,681,454,1117,284,316,12 3.859375,3.750000,3.640625,3.593750,3.578125,3.546875,3.421875,3.375000 +80 0 80935 12.124558 220,16,25,454,12,316,481,284 4.531250,3.734375,3.656250,3.609375,3.515625,3.468750,3.468750,3.437500 +81 0 15235 10.527409 220,25,12,681,316,454,1117,16 3.906250,3.609375,3.468750,3.468750,3.328125,3.328125,3.328125,3.296875 +82 0 8319 9.736729 220,25,12,16,284,454,681,481 4.125000,3.750000,3.578125,3.562500,3.562500,3.562500,3.531250,3.437500 +83 0 198 8.923698 220,25,454,12,681,1117,361,291 4.437500,4.125000,3.937500,3.890625,3.890625,3.718750,3.671875,3.656250 +84 0 1797 9.979414 220,454,25,408,12,681,16,316 4.062500,3.875000,3.828125,3.796875,3.765625,3.750000,3.734375,3.687500 +85 0 320 7.311538 220,284,481,25,16,264,320,364 5.000000,4.062500,4.062500,4.031250,3.875000,3.765625,3.734375,3.718750 +86 0 50 10.204882 220,454,681,16,408,316,344,810 4.062500,4.031250,3.921875,3.875000,3.859375,3.781250,3.781250,3.750000 +87 0 13 8.510149 681,454,1117,361,316,408,25,220 4.406250,4.343750,4.250000,4.187500,4.031250,4.031250,3.984375,3.968750 +88 0 8755 10.079325 220,16,25,481,12,17,320,284 4.656250,3.984375,3.859375,3.703125,3.609375,3.562500,3.312500,3.281250 +89 0 487 9.689955 681,454,316,361,273,1117,562,344 4.250000,4.156250,4.093750,4.000000,3.984375,3.984375,3.968750,3.953125 +90 0 11 8.805546 220,25,681,284,454,1117,12,316 4.031250,3.687500,3.671875,3.546875,3.546875,3.500000,3.484375,3.484375 +91 0 451 8.761277 220,16,25,454,12,316,481,284 4.531250,3.734375,3.656250,3.609375,3.515625,3.468750,3.468750,3.437500 +92 0 13 8.488047 220,454,681,284,16,25,12,408 4.343750,4.281250,4.125000,4.062500,3.984375,3.953125,3.937500,3.843750 +93 0 49256 12.298075 220,16,25,481,12,17,320,284 4.656250,3.984375,3.859375,3.703125,3.609375,3.562500,3.312500,3.281250 +94 0 812 9.329231 681,454,344,220,316,273,408,1117 4.281250,4.156250,4.125000,4.093750,4.031250,3.953125,3.953125,3.906250 +95 0 82977 11.789103 681,220,454,316,1117,273,361,562 3.937500,3.859375,3.796875,3.656250,3.656250,3.578125,3.546875,3.546875 +96 0 28134 10.642048 220,681,454,316,1117,273,344,361 3.906250,3.859375,3.812500,3.750000,3.671875,3.640625,3.625000,3.609375 +97 0 11 9.031922 681,454,220,344,316,273,1117,541 4.093750,4.000000,3.953125,3.875000,3.843750,3.765625,3.765625,3.718750 +98 0 431 8.230027 220,16,25,454,12,316,481,284 4.531250,3.734375,3.656250,3.609375,3.515625,3.468750,3.468750,3.437500 +99 0 13 8.473850 220,681,454,16,25,344,12,284 4.187500,3.875000,3.859375,3.781250,3.765625,3.750000,3.718750,3.671875 +100 0 2055 9.821512 220,16,25,481,12,17,320,284 4.656250,3.984375,3.859375,3.703125,3.609375,3.562500,3.312500,3.281250 +101 0 9034 10.675543 220,25,454,681,12,16,316,284 4.250000,3.781250,3.765625,3.671875,3.593750,3.515625,3.500000,3.453125 +102 0 1959 10.827801 220,454,681,316,344,12,273,562 4.093750,3.921875,3.828125,3.687500,3.671875,3.656250,3.625000,3.562500 +103 0 330 8.767225 220,454,16,25,12,383,316,408 4.718750,4.031250,3.984375,3.937500,3.812500,3.765625,3.750000,3.734375 +104 0 9084 11.239658 220,454,681,16,408,12,316,344 3.984375,3.828125,3.765625,3.703125,3.687500,3.671875,3.625000,3.609375 +105 0 56793 11.901320 220,25,681,284,454,1117,12,361 4.031250,3.781250,3.765625,3.703125,3.703125,3.625000,3.546875,3.390625 +106 0 386 8.968632 220,681,25,1117,12,316,454,273 3.968750,3.765625,3.750000,3.609375,3.593750,3.515625,3.515625,3.406250 +107 0 12735 11.877124 220,681,454,25,284,16,1117,344 4.031250,3.937500,3.890625,3.781250,3.765625,3.750000,3.750000,3.687500 +108 0 26874 10.989214 220,681,284,454,25,1117,316,12 3.968750,3.687500,3.625000,3.609375,3.578125,3.546875,3.468750,3.421875 +109 0 497 9.824353 25,220,1117,681,454,284,12,361 3.875000,3.859375,3.687500,3.578125,3.484375,3.468750,3.406250,3.390625 +110 0 220 7.231470 220,25,12,16,681,284,454,1056 4.218750,3.515625,3.421875,3.406250,3.328125,3.281250,3.250000,3.250000 +111 0 17 7.491953 220,16,481,17,25,284,12,671 4.437500,4.093750,3.765625,3.593750,3.531250,3.468750,3.375000,3.328125 +112 0 15 7.848471 220,25,16,284,12,454,481,17 4.375000,4.156250,4.031250,3.953125,3.890625,3.765625,3.703125,3.531250 +113 0 16 7.115500 220,25,16,12,284,481,454,17 4.281250,4.031250,3.968750,3.859375,3.843750,3.671875,3.640625,3.484375 +114 0 21 9.186156 220,16,25,454,12,284,481,17 4.218750,3.953125,3.859375,3.750000,3.718750,3.671875,3.593750,3.500000 +115 0 340 9.324961 220,25,16,12,284,481,454,17 4.218750,3.875000,3.734375,3.656250,3.468750,3.437500,3.406250,3.359375 +116 0 1797 9.612076 454,408,220,810,681,25,344,361 4.562500,4.468750,4.406250,4.406250,4.375000,4.187500,4.187500,4.187500 +117 0 39183 10.170913 220,284,481,25,16,264,320,364 5.000000,4.062500,4.062500,4.031250,3.875000,3.765625,3.734375,3.718750 +118 0 3701 12.698906 220,25,1117,681,284,454,12,16 3.890625,3.796875,3.718750,3.687500,3.578125,3.546875,3.515625,3.468750 +119 0 25 7.929156 220,681,454,25,284,316,1117,12 4.031250,3.703125,3.656250,3.593750,3.578125,3.531250,3.531250,3.468750 +120 0 3703 10.426907 220,16,25,284,481,12,454,320 4.375000,3.687500,3.671875,3.531250,3.515625,3.437500,3.281250,3.218750 +121 0 1110 10.101463 454,681,25,361,220,1117,12,284 4.625000,4.312500,4.250000,4.250000,4.156250,4.156250,4.125000,4.093750 +122 0 71 8.229469 454,361,383,408,12,810,681,1466 5.187500,4.562500,4.531250,4.531250,4.468750,4.468750,4.437500,4.406250 +123 0 35268 11.228620 454,681,220,16,284,344,408,316 4.156250,4.093750,4.031250,3.937500,3.937500,3.890625,3.875000,3.859375 +124 0 1564 10.386606 220,454,681,25,1117,316,273,284 3.859375,3.593750,3.593750,3.468750,3.468750,3.453125,3.375000,3.328125 +125 0 6830 10.847195 220,681,25,284,1117,454,316,12 3.937500,3.843750,3.703125,3.671875,3.640625,3.593750,3.515625,3.468750 +126 0 3446 10.013487 454,681,316,361,12,273,562,1117 3.937500,3.843750,3.687500,3.687500,3.656250,3.640625,3.609375,3.562500 +127 0 76649 10.345016 454,408,681,344,12,361,220,16 4.812500,4.531250,4.500000,4.437500,4.375000,4.375000,4.343750,4.312500 diff --git a/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_qwen3-0.6b_default_w256.tsv b/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_qwen3-0.6b_default_w256.tsv new file mode 100644 index 000000000..81cf215fd --- /dev/null +++ b/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_qwen3-0.6b_default_w256.tsv @@ -0,0 +1,516 @@ +# model models/mlx/Qwen3-0.6B-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 299190 +# chunks 2 chunk_tokens 256 topk 8 prefill 0 +# columns chunk pos target nll top_ids top_logits +0 0 42105 12.319410 220,454,408,810,681,16,344,25 4.906250,4.781250,4.375000,4.375000,4.343750,4.250000,4.218750,4.156250 +0 1 275 6.512991 285,685,307,12400,318,258,81080,15368 16.125000,15.000000,13.625000,13.562500,13.375000,13.312500,13.062500,13.000000 +0 2 427 0.093170 427,1692,7570,765,6178,1749,413,2200 19.750000,15.437500,14.875000,14.562500,14.562500,14.437500,14.062500,14.000000 +0 3 12 6.568811 198,271,504,311,323,374,369,1467 15.187500,14.125000,12.625000,12.562500,12.187500,12.187500,12.125000,11.562500 +0 4 17 0.895929 17,16,15,3978,18,1178,20,6727 15.750000,14.687500,13.312500,13.125000,12.750000,12.750000,12.437500,12.125000 +0 5 3393 15.012730 15,198,271,65,12,33,20,17 18.500000,16.875000,15.625000,15.562500,15.312500,15.187500,15.125000,14.500000 +0 6 75734 7.321739 198,271,481,715,13710,5571,369,4710 16.500000,15.687500,14.062500,13.875000,13.812500,13.625000,13.375000,13.312500 +0 7 79483 10.275854 198,271,481,369,320,4710,715,504 16.000000,15.937500,14.250000,14.187500,14.062500,13.812500,13.500000,13.375000 +0 8 3608 10.479940 1986,785,515,2,8420,40,14750,28 14.937500,14.125000,13.750000,13.375000,13.062500,12.937500,12.812500,12.687500 +0 9 257 11.008978 510,1447,1467,2918,25,320,21984,271 17.875000,17.875000,17.875000,16.875000,16.500000,15.750000,13.812500,13.625000 +0 10 549 0.200193 549,6260,14512,320,760,1467,42105,30372 19.500000,17.250000,14.687500,14.437500,14.437500,14.312500,14.312500,14.062500 +0 11 3703 2.406824 3703,42105,97175,715,26587,220,508,2885 14.625000,14.187500,14.125000,14.062500,13.875000,13.812500,13.687500,13.062500 +0 12 1110 0.001717 1110,14375,25,549,23817,86791,510,7533 25.625000,17.875000,17.625000,17.125000,16.250000,15.750000,15.625000,15.500000 +0 13 71 2.149174 5204,71,2136,691,86,277,48437,9096 18.250000,17.250000,17.000000,16.500000,16.375000,15.937500,15.937500,15.812500 +0 14 35268 0.109503 35268,768,3226,941,14380,360,372,22733 22.250000,18.750000,18.250000,17.000000,16.875000,16.625000,16.625000,15.937500 +0 15 1564 0.017834 1564,29088,7605,3579,12,48024,4074,16281 23.500000,19.000000,18.125000,15.625000,15.437500,15.125000,14.750000,14.500000 +0 16 6830 0.413063 6830,905,11021,21523,22057,18798,4245,40383 18.000000,16.875000,14.812500,14.375000,14.250000,13.437500,13.375000,13.312500 +0 17 3446 1.395891 3446,6324,14,25967,65182,9612,2687,36271 18.125000,17.750000,17.625000,16.875000,16.250000,15.812500,15.500000,15.500000 +0 18 76649 0.173500 76649,82,263,3187,538,6215,70,2740 19.750000,17.250000,15.500000,15.062500,14.500000,14.250000,14.187500,14.187500 +0 19 11374 7.708195 14,6324,7530,3446,9612,25502,3183,4846 18.375000,17.250000,15.437500,15.375000,15.187500,14.875000,14.625000,14.562500 +0 20 3831 5.431355 86,45,54,1872,53,2705,3994,18380 15.375000,15.187500,14.937500,14.750000,14.437500,14.312500,14.125000,14.125000 +0 21 8833 4.460634 1043,14,12,72459,8833,62,50239,34097 15.250000,14.625000,13.750000,13.375000,13.187500,13.125000,12.937500,12.875000 +0 22 6324 4.979488 14,12,11374,23354,11295,6222,22175,2687 15.750000,15.062500,13.000000,13.000000,12.625000,12.562500,12.562500,12.500000 +0 23 60403 3.305035 1579,60403,83,14939,483,7570,691,74 20.500000,17.375000,16.625000,16.375000,15.312500,15.312500,15.125000,15.062500 +0 24 427 0.000053 427,327,477,2252,2886,4488,37565,757 32.000000,21.125000,21.000000,20.625000,18.500000,17.625000,17.250000,17.125000 +0 25 198 10.160332 12,17,2630,62,1737,1331,16,82 26.000000,22.375000,20.500000,19.875000,19.125000,17.875000,17.625000,17.625000 +0 26 70584 7.999731 33363,6397,310,688,1797,1060,3608,1843 15.250000,15.062500,14.687500,14.187500,14.187500,14.125000,14.125000,14.062500 +0 27 257 1.747578 262,257,256,549,25,414,6565,465 18.500000,17.250000,16.250000,15.687500,14.500000,14.500000,14.250000,13.812500 +0 28 549 0.001053 549,6260,30372,14512,3504,937,82956,46198 25.750000,18.375000,17.125000,15.750000,15.250000,14.250000,14.062500,13.875000 +0 29 289 1.889544 289,6625,15829,220,678,97175,330,2240 15.687500,15.625000,15.000000,14.437500,14.437500,13.687500,13.437500,13.000000 +0 30 60403 0.010008 60403,31580,1579,22222,38242,14628,29887,50944 26.000000,20.750000,20.375000,17.875000,17.375000,16.750000,16.750000,16.500000 +0 31 427 0.000441 427,1318,477,327,1944,3909,4326,9345 29.625000,21.750000,18.500000,17.875000,17.875000,17.875000,17.000000,16.500000 +0 32 12 1.428337 198,12,47532,271,2630,17,62,17967 19.250000,18.750000,17.750000,17.500000,17.125000,16.500000,16.375000,16.250000 +0 33 17 0.005962 17,16,18,19,20,41098,9605,20772 25.625000,20.250000,17.000000,16.625000,15.937500,15.875000,15.625000,15.562500 +0 34 12 3.299816 198,271,12,16839,17967,14,12697,20 20.125000,18.500000,17.250000,16.875000,16.750000,16.625000,15.875000,15.812500 +0 35 1041 7.197924 16,17,18,20,22,19,24,23 20.125000,20.125000,19.125000,18.750000,18.000000,17.875000,17.125000,17.000000 +0 36 8273 8.499992 198,271,17967,12,9345,47532,14,320 20.375000,18.875000,17.250000,16.750000,16.375000,16.125000,16.000000,15.875000 +0 37 16 1.182856 17,16,18,20,15,19,22,12 24.000000,23.375000,21.875000,20.500000,20.125000,20.125000,19.125000,17.750000 +0 38 198 1.359001 13,198,12,62,271,20,17,15 20.000000,19.500000,18.250000,18.000000,17.750000,17.375000,16.750000,16.500000 +0 39 20193 4.663477 33363,13806,6397,1703,4061,85040,70584,3727 15.687500,14.375000,13.812500,13.625000,13.625000,13.312500,13.250000,13.062500 +0 40 414 2.620850 465,257,1280,414,286,260,981,310 20.125000,19.125000,18.625000,18.125000,16.375000,16.250000,16.250000,15.187500 +0 41 549 0.001245 549,6260,760,30372,14512,3504,937,284 26.875000,20.000000,17.125000,16.875000,16.375000,16.125000,14.375000,14.187500 +0 42 1273 3.962206 289,220,6718,678,5426,330,364,1273 16.000000,15.750000,15.562500,14.750000,14.750000,14.187500,14.125000,14.062500 +0 43 320 5.415789 198,271,17052,2630,10188,7591,1455,78412 18.125000,16.500000,16.500000,15.437500,14.937500,14.562500,14.500000,14.187500 +0 44 19 6.023964 6960,1958,16,1499,17,1944,3896,4197 15.375000,15.187500,14.812500,14.562500,14.375000,14.375000,14.312500,14.250000 +0 45 18 3.589203 15,20,23,22,17,19,24,13 19.125000,18.250000,17.500000,17.375000,17.250000,17.250000,17.250000,17.000000 +0 46 20 2.521933 13,23,17,21,24,20,15,22 19.500000,19.250000,19.125000,19.000000,19.000000,18.875000,18.625000,18.625000 +0 47 23 2.381886 21,17,20,22,23,15,24,74 17.875000,17.750000,17.750000,17.750000,17.750000,17.625000,17.500000,17.375000 +0 48 6978 4.259075 340,20,21,23,24,17,22,4244 18.125000,17.750000,17.750000,17.625000,17.625000,17.500000,17.500000,17.125000 +0 49 340 0.579678 340,692,8,304,11,315,448,504 20.125000,19.375000,17.625000,17.250000,17.000000,16.375000,15.875000,15.875000 +0 50 9827 7.133125 33363,13314,6397,13806,310,1043,1916,3608 14.562500,13.812500,13.625000,13.375000,12.875000,12.875000,12.875000,12.750000 +0 51 262 2.510090 257,262,256,414,25,260,220,198 20.750000,18.375000,16.875000,16.875000,14.062500,13.812500,13.500000,13.437500 +0 52 549 0.001131 549,6260,14512,30372,3504,46198,760,353 27.375000,20.375000,17.875000,17.750000,16.000000,15.687500,15.062500,14.562500 +0 53 13534 1.704414 13534,24263,3066,3703,2240,58318,4253,584 15.562500,15.000000,14.937500,14.375000,14.312500,14.062500,13.812500,13.750000 +0 54 7710 0.702780 7710,7671,15,553,12,58318,198,425 20.000000,19.750000,18.250000,16.125000,15.000000,14.875000,14.187500,14.187500 +0 55 92214 5.112207 12,220,92214,16589,198,481,6913,328 20.750000,19.875000,16.000000,14.687500,14.437500,13.937500,13.437500,12.625000 +0 56 220 1.066525 12,220,198,320,715,271,13431,25 20.875000,20.250000,16.500000,14.937500,13.750000,12.937500,12.812500,12.625000 +0 57 18 3.864210 19,17,18,16,20,15,220,21 23.625000,21.250000,19.875000,17.625000,16.750000,16.125000,15.500000,13.750000 +0 58 13 1.040771 12,13,15,14,21,19,17,22 20.500000,20.375000,19.500000,17.875000,17.125000,16.250000,16.125000,16.000000 +0 59 15 0.033607 15,16,20,17,21,18,19,22 23.250000,19.250000,17.625000,16.875000,16.750000,16.625000,16.500000,16.375000 +0 60 320 1.550718 198,320,271,1230,476,715,4710,902 18.500000,18.125000,17.750000,16.625000,16.500000,15.937500,15.312500,15.250000 +0 61 2428 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26.250000,18.375000,16.625000,16.375000,16.125000,15.750000,15.312500,15.250000 +1 255 15 0.055237 15,16,17,339,4666,24,23,18 23.875000,21.000000,15.375000,13.625000,12.750000,12.312500,11.875000,11.562500 diff --git a/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_qwen3-0.6b_default_w8.tsv b/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_qwen3-0.6b_default_w8.tsv new file mode 100644 index 000000000..d1275c7f3 --- /dev/null +++ b/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_qwen3-0.6b_default_w8.tsv @@ -0,0 +1,644 @@ +# model models/mlx/Qwen3-0.6B-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 299190 +# chunks 80 chunk_tokens 8 topk 8 prefill 512 +# columns chunk pos target nll top_ids top_logits +0 0 42105 12.319410 220,454,408,810,681,16,344,25 4.906250,4.781250,4.375000,4.375000,4.343750,4.250000,4.218750,4.156250 +0 1 275 6.512991 285,685,307,12400,318,258,81080,15368 16.125000,15.000000,13.625000,13.562500,13.375000,13.312500,13.062500,13.000000 +0 2 427 0.093170 427,1692,7570,765,6178,1749,413,2200 19.750000,15.437500,14.875000,14.562500,14.562500,14.437500,14.062500,14.000000 +0 3 12 6.568811 198,271,504,311,323,374,369,1467 15.187500,14.125000,12.625000,12.562500,12.187500,12.187500,12.125000,11.562500 +0 4 17 0.895929 17,16,15,3978,18,1178,20,6727 15.750000,14.687500,13.312500,13.125000,12.750000,12.750000,12.437500,12.125000 +0 5 3393 15.012730 15,198,271,65,12,33,20,17 18.500000,16.875000,15.625000,15.562500,15.312500,15.187500,15.125000,14.500000 +0 6 75734 7.321739 198,271,481,715,13710,5571,369,4710 16.500000,15.687500,14.062500,13.875000,13.812500,13.625000,13.375000,13.312500 +0 7 79483 10.275854 198,271,481,369,320,4710,715,504 16.000000,15.937500,14.250000,14.187500,14.062500,13.812500,13.500000,13.375000 +1 0 3608 10.479940 1986,785,515,2,8420,40,14750,28 14.937500,14.125000,13.750000,13.375000,13.062500,12.937500,12.812500,12.687500 +1 1 257 11.008978 510,1447,1467,2918,25,320,21984,271 17.875000,17.875000,17.875000,16.875000,16.500000,15.750000,13.812500,13.625000 +1 2 549 0.200193 549,6260,14512,320,760,1467,42105,30372 19.500000,17.250000,14.687500,14.437500,14.437500,14.312500,14.312500,14.062500 +1 3 3703 2.406824 3703,42105,97175,715,26587,220,508,2885 14.625000,14.187500,14.125000,14.062500,13.875000,13.812500,13.687500,13.062500 +1 4 1110 0.001717 1110,14375,25,549,23817,86791,510,7533 25.625000,17.875000,17.625000,17.125000,16.250000,15.750000,15.625000,15.500000 +1 5 71 2.149174 5204,71,2136,691,86,277,48437,9096 18.250000,17.250000,17.000000,16.500000,16.375000,15.937500,15.937500,15.812500 +1 6 35268 0.109503 35268,768,3226,941,14380,360,372,22733 22.250000,18.750000,18.250000,17.000000,16.875000,16.625000,16.625000,15.937500 +1 7 1564 0.017834 1564,29088,7605,3579,12,48024,4074,16281 23.500000,19.000000,18.125000,15.625000,15.437500,15.125000,14.750000,14.500000 +2 0 6830 0.413063 6830,905,11021,21523,22057,18798,4245,40383 18.000000,16.875000,14.812500,14.375000,14.250000,13.437500,13.375000,13.312500 +2 1 3446 1.395891 3446,6324,14,25967,65182,9612,2687,36271 18.125000,17.750000,17.625000,16.875000,16.250000,15.812500,15.500000,15.500000 +2 2 76649 0.173500 76649,82,263,3187,538,6215,70,2740 19.750000,17.250000,15.500000,15.062500,14.500000,14.250000,14.187500,14.187500 +2 3 11374 7.708195 14,6324,7530,3446,9612,25502,3183,4846 18.375000,17.250000,15.437500,15.375000,15.187500,14.875000,14.625000,14.562500 +2 4 3831 5.431355 86,45,54,1872,53,2705,3994,18380 15.375000,15.187500,14.937500,14.750000,14.437500,14.312500,14.125000,14.125000 +2 5 8833 4.460634 1043,14,12,72459,8833,62,50239,34097 15.250000,14.625000,13.750000,13.375000,13.187500,13.125000,12.937500,12.875000 +2 6 6324 4.979488 14,12,11374,23354,11295,6222,22175,2687 15.750000,15.062500,13.000000,13.000000,12.625000,12.562500,12.562500,12.500000 +2 7 60403 3.305035 1579,60403,83,14939,483,7570,691,74 20.500000,17.375000,16.625000,16.375000,15.312500,15.312500,15.125000,15.062500 +3 0 427 0.000053 427,327,477,2252,2886,4488,37565,757 32.000000,21.125000,21.000000,20.625000,18.500000,17.625000,17.250000,17.125000 +3 1 198 10.160332 12,17,2630,62,1737,1331,16,82 26.000000,22.375000,20.500000,19.875000,19.125000,17.875000,17.625000,17.625000 +3 2 70584 7.999731 33363,6397,310,688,1797,1060,3608,1843 15.250000,15.062500,14.687500,14.187500,14.187500,14.125000,14.125000,14.062500 +3 3 257 1.747578 262,257,256,549,25,414,6565,465 18.500000,17.250000,16.250000,15.687500,14.500000,14.500000,14.250000,13.812500 +3 4 549 0.001053 549,6260,30372,14512,3504,937,82956,46198 25.750000,18.375000,17.125000,15.750000,15.250000,14.250000,14.062500,13.875000 +3 5 289 1.889544 289,6625,15829,220,678,97175,330,2240 15.687500,15.625000,15.000000,14.437500,14.437500,13.687500,13.437500,13.000000 +3 6 60403 0.010008 60403,31580,1579,22222,38242,14628,29887,50944 26.000000,20.750000,20.375000,17.875000,17.375000,16.750000,16.750000,16.500000 +3 7 427 0.000441 427,1318,477,327,1944,3909,4326,9345 29.625000,21.750000,18.500000,17.875000,17.875000,17.875000,17.000000,16.500000 +4 0 12 1.428337 198,12,47532,271,2630,17,62,17967 19.250000,18.750000,17.750000,17.500000,17.125000,16.500000,16.375000,16.250000 +4 1 17 0.005962 17,16,18,19,20,41098,9605,20772 25.625000,20.250000,17.000000,16.625000,15.937500,15.875000,15.625000,15.562500 +4 2 12 3.299816 198,271,12,16839,17967,14,12697,20 20.125000,18.500000,17.250000,16.875000,16.750000,16.625000,15.875000,15.812500 +4 3 1041 7.197924 16,17,18,20,22,19,24,23 20.125000,20.125000,19.125000,18.750000,18.000000,17.875000,17.125000,17.000000 +4 4 8273 8.499992 198,271,17967,12,9345,47532,14,320 20.375000,18.875000,17.250000,16.750000,16.375000,16.125000,16.000000,15.875000 +4 5 16 1.182856 17,16,18,20,15,19,22,12 24.000000,23.375000,21.875000,20.500000,20.125000,20.125000,19.125000,17.750000 +4 6 198 1.359001 13,198,12,62,271,20,17,15 20.000000,19.500000,18.250000,18.000000,17.750000,17.375000,16.750000,16.500000 +4 7 20193 4.663477 33363,13806,6397,1703,4061,85040,70584,3727 15.687500,14.375000,13.812500,13.625000,13.625000,13.312500,13.250000,13.062500 +5 0 414 2.620850 465,257,1280,414,286,260,981,310 20.125000,19.125000,18.625000,18.125000,16.375000,16.250000,16.250000,15.187500 +5 1 549 0.001245 549,6260,760,30372,14512,3504,937,284 26.875000,20.000000,17.125000,16.875000,16.375000,16.125000,14.375000,14.187500 +5 2 1273 3.962206 289,220,6718,678,5426,330,364,1273 16.000000,15.750000,15.562500,14.750000,14.750000,14.187500,14.125000,14.062500 +5 3 320 5.415789 198,271,17052,2630,10188,7591,1455,78412 18.125000,16.500000,16.500000,15.437500,14.937500,14.562500,14.500000,14.187500 +5 4 19 6.023964 6960,1958,16,1499,17,1944,3896,4197 15.375000,15.187500,14.812500,14.562500,14.375000,14.375000,14.312500,14.250000 +5 5 18 3.589203 15,20,23,22,17,19,24,13 19.125000,18.250000,17.500000,17.375000,17.250000,17.250000,17.250000,17.000000 +5 6 20 2.521933 13,23,17,21,24,20,15,22 19.500000,19.250000,19.125000,19.000000,19.000000,18.875000,18.625000,18.625000 +5 7 23 2.381886 21,17,20,22,23,15,24,74 17.875000,17.750000,17.750000,17.750000,17.750000,17.625000,17.500000,17.375000 +6 0 6978 4.259075 340,20,21,23,24,17,22,4244 18.125000,17.750000,17.750000,17.625000,17.625000,17.500000,17.500000,17.125000 +6 1 340 0.579678 340,692,8,304,11,315,448,504 20.125000,19.375000,17.625000,17.250000,17.000000,16.375000,15.875000,15.875000 +6 2 9827 7.133125 33363,13314,6397,13806,310,1043,1916,3608 14.562500,13.812500,13.625000,13.375000,12.875000,12.875000,12.875000,12.750000 +6 3 262 2.510090 257,262,256,414,25,260,220,198 20.750000,18.375000,16.875000,16.875000,14.062500,13.812500,13.500000,13.437500 +6 4 549 0.001131 549,6260,14512,30372,3504,46198,760,353 27.375000,20.375000,17.875000,17.750000,16.000000,15.687500,15.062500,14.562500 +6 5 13534 1.704414 13534,24263,3066,3703,2240,58318,4253,584 15.562500,15.000000,14.937500,14.375000,14.312500,14.062500,13.812500,13.750000 +6 6 7710 0.702780 7710,7671,15,553,12,58318,198,425 20.000000,19.750000,18.250000,16.125000,15.000000,14.875000,14.187500,14.187500 +6 7 92214 5.112207 12,220,92214,16589,198,481,6913,328 20.750000,19.875000,16.000000,14.687500,14.437500,13.937500,13.437500,12.625000 +7 0 220 1.066525 12,220,198,320,715,271,13431,25 20.875000,20.250000,16.500000,14.937500,13.750000,12.937500,12.812500,12.625000 +7 1 18 3.864210 19,17,18,16,20,15,220,21 23.625000,21.250000,19.875000,17.625000,16.750000,16.125000,15.500000,13.750000 +7 2 13 1.040771 12,13,15,14,21,19,17,22 20.500000,20.375000,19.500000,17.875000,17.125000,16.250000,16.125000,16.000000 +7 3 15 0.033607 15,16,20,17,21,18,19,22 23.250000,19.250000,17.625000,16.875000,16.750000,16.625000,16.500000,16.375000 +7 4 320 1.550718 198,320,271,1230,476,715,4710,902 18.500000,18.125000,17.750000,16.625000,16.500000,15.937500,15.312500,15.250000 +7 5 2428 2.320637 3706,269,2428,62946,2152,2753,7123,1958 17.125000,16.750000,16.500000,16.375000,15.875000,15.500000,15.312500,14.562500 +7 6 1110 0.001186 1110,340,322,25,692,14375,2136,8 25.000000,16.375000,16.250000,15.812500,15.687500,15.187500,14.937500,14.875000 +7 7 85231 0.202023 85231,2136,5204,268,27052,14120,34401,6428 22.250000,19.750000,19.250000,18.500000,17.750000,16.875000,16.375000,16.125000 +8 0 2659 0.000181 2659,905,13,5071,5007,2136,23899,15194 25.375000,15.875000,14.437500,14.125000,13.437500,13.000000,12.687500,12.375000 +8 1 6971 0.060837 6971,33914,14,47036,22041,14186,2687,77914 25.250000,21.625000,21.125000,19.875000,19.500000,18.750000,18.625000,18.500000 +8 2 67733 0.163387 67733,2687,14,3470,87310,14186,5894,64031 24.125000,21.750000,21.000000,19.375000,18.500000,18.375000,18.250000,18.125000 +8 3 1331 0.090710 1331,12,92214,66443,7409,9081,45938,30319 28.500000,25.875000,24.625000,21.000000,20.375000,20.000000,19.875000,19.750000 +8 4 64 0.002785 64,370,88,87,18,402,5305,459 24.500000,16.875000,16.500000,16.000000,15.437500,15.375000,15.062500,14.937500 +8 5 14 1.248547 12,14,18,5894,1331,220,8680,6913 24.750000,23.875000,21.250000,18.000000,17.875000,16.875000,16.875000,16.375000 +8 6 18 0.000774 18,19,17,20,21,16,15,23 29.625000,21.875000,21.500000,19.250000,18.000000,17.375000,15.437500,15.187500 +8 7 13 0.000034 13,14,15,18,12,1993,624,11 30.250000,19.875000,16.625000,15.812500,15.687500,15.312500,15.250000,13.937500 +9 0 15 0.000025 15,20,16,22,19,17,21,18 27.750000,15.937500,15.875000,14.250000,13.875000,13.812500,13.750000,13.625000 +9 1 53560 0.277361 53560,14,50807,22549,47036,340,8,62431 24.375000,22.875000,21.875000,19.000000,18.125000,18.000000,17.750000,17.500000 +9 2 19665 7.413040 33363,1703,13806,11377,2428,1043,15930,7133 15.625000,14.437500,14.250000,14.187500,14.125000,13.812500,13.812500,13.687500 +9 3 1488 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19.125000,17.000000,14.625000,14.312500,14.312500,14.000000,13.812500,13.750000 +78 2 220 0.171816 220,323,16448,1154,659,6762,315,624 21.000000,18.000000,17.875000,17.375000,17.125000,16.250000,16.125000,15.562500 +78 3 17 0.000942 17,16,15,18,19,24,21,22 24.000000,16.875000,13.500000,13.437500,13.187500,12.250000,12.125000,11.750000 +78 4 15 0.000063 15,24,17,16,18,23,19,21 25.750000,14.437500,14.375000,14.312500,13.625000,13.562500,13.437500,13.312500 +78 5 15 0.016283 15,16,17,24,18,23,13,19 23.500000,19.375000,15.000000,11.250000,10.750000,10.375000,10.312500,10.187500 +78 6 23 0.180151 23,24,22,21,20,15,17,18 23.250000,21.625000,15.250000,13.937500,11.437500,11.375000,11.062500,10.937500 +78 7 659 1.362362 16448,659,323,6762,1154,13,382,624 20.375000,19.875000,19.125000,18.750000,18.250000,16.750000,16.750000,16.750000 +79 0 1260 1.982145 4710,758,1260,715,425,5301,1096,2503 18.250000,17.625000,17.250000,17.000000,15.312500,14.812500,14.500000,14.437500 +79 1 1030 2.748617 9723,1083,572,1030,2937,702,2115,8469 18.250000,18.000000,17.625000,17.250000,17.250000,16.875000,16.625000,16.625000 +79 2 264 0.143841 264,458,8640,2441,806,9723,1083,1378 20.500000,17.125000,16.875000,16.500000,15.937500,15.312500,15.000000,14.875000 +79 3 45250 5.384401 8640,3476,13529,2805,4531,39400,1736,1590 19.000000,15.562500,15.562500,14.875000,14.875000,14.812500,14.500000,14.125000 +79 4 3476 0.795233 3476,8640,11094,4565,9234,949,5068,5883 18.625000,18.375000,16.375000,15.125000,14.875000,14.562500,14.500000,14.312500 +79 5 304 0.202698 304,438,389,504,448,518,323,11 21.625000,19.500000,19.125000,16.375000,15.812500,15.250000,14.937500,14.187500 +79 6 5779 10.734343 279,12425,576,5883,2937,1008,264,3807 17.250000,14.812500,14.625000,13.687500,13.562500,13.250000,13.187500,13.062500 +79 7 17770 0.266958 17770,1008,2155,315,15584,803,476,4013 19.000000,15.562500,15.187500,15.062500,14.937500,14.812500,14.500000,14.500000 diff --git a/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_qwen3-30b-a3b_fused0_w1.tsv b/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_qwen3-30b-a3b_fused0_w1.tsv new file mode 100644 index 000000000..2b0d8c2e5 --- /dev/null +++ b/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_qwen3-30b-a3b_fused0_w1.tsv @@ -0,0 +1,132 @@ +# model models/mlx/Qwen3-30B-A3B-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 299190 +# chunks 128 chunk_tokens 1 topk 8 prefill 0 +# columns chunk pos target nll top_ids top_logits +0 0 42105 16.162960 1124,370,273,2533,37018,709,1318,654 21.250000,18.750000,16.500000,15.750000,15.750000,15.375000,15.375000,15.312500 +1 0 275 12.278282 1124,11520,2533,1318,921,273,9640,50853 21.750000,17.250000,16.250000,15.062500,14.937500,14.687500,14.625000,14.187500 +2 0 427 13.990677 1124,370,11520,654,2533,37018,273,408 21.875000,19.500000,19.000000,18.625000,17.000000,17.000000,16.625000,16.375000 +3 0 12 6.237040 1124,273,370,8,11,37018,1318,354 15.000000,14.937500,14.750000,14.312500,14.250000,14.062500,13.875000,13.312500 +4 0 17 8.112375 1124,2533,921,1318,11520,1125,370,408 18.875000,14.875000,14.625000,14.375000,14.250000,14.125000,13.937500,13.812500 +5 0 3393 14.240599 1124,11520,2533,8,921,701,568,60 17.625000,15.875000,15.812500,15.687500,15.625000,15.000000,14.062500,14.000000 +6 0 75734 16.391666 1124,370,273,67,220,11,408,8 15.812500,15.187500,12.812500,12.687500,12.625000,12.375000,12.375000,12.250000 +7 0 79483 16.252052 1124,370,654,3808,220,15,59,516 20.750000,18.625000,16.875000,16.875000,16.000000,15.937500,15.750000,15.750000 +8 0 3608 15.981388 1124,654,370,220,39022,668,516,3044 21.875000,19.625000,18.750000,17.500000,16.875000,16.750000,16.625000,16.125000 +9 0 257 11.070562 220,315,25,12,15,17,323,16 15.375000,15.062500,14.937500,13.937500,13.875000,13.875000,13.375000,13.187500 +10 0 549 11.602852 1124,353,1125,2533,3044,921,15,60 19.750000,14.750000,14.500000,14.125000,13.125000,13.062500,13.000000,12.812500 +11 0 3703 12.532848 1124,353,1125,2533,1318,921,701,9533 16.625000,13.125000,12.937500,12.875000,12.562500,11.937500,11.687500,11.500000 +12 0 1110 9.645788 1124,59,220,25,11,13,16,17 16.625000,12.625000,12.375000,12.250000,12.000000,12.000000,12.000000,12.000000 +13 0 71 5.049170 1124,370,59,220,1699,85,15,12 17.625000,14.687500,14.500000,14.500000,14.187500,14.000000,13.812500,13.625000 +14 0 35268 15.400644 1124,11520,2533,921,8,37018,408,273 23.125000,19.125000,15.937500,15.562500,15.500000,15.187500,15.000000,14.937500 +15 0 1564 8.833986 1124,220,71,304,709,370,516,3422 16.500000,14.687500,14.125000,13.187500,13.187500,13.062500,12.937500,12.937500 +16 0 6830 13.126095 1124,370,654,668,516,59,220,284 20.750000,17.875000,16.875000,16.750000,16.625000,16.250000,16.250000,16.000000 +17 0 3446 5.952713 1124,59,346,60,273,370,9533,17 19.000000,17.250000,16.000000,15.937500,15.812500,15.750000,15.750000,15.562500 +18 0 76649 14.275181 8,1124,921,1318,408,60,701,11 15.437500,15.437500,14.687500,14.625000,14.562500,14.312500,14.250000,14.187500 +19 0 11374 7.882776 1124,370,516,13,11,12,25,7370 15.250000,14.562500,14.062500,14.000000,13.937500,13.812500,13.812500,13.812500 +20 0 3831 13.739841 1124,8,11,701,273,60,25,2533 17.125000,14.937500,14.687500,14.500000,14.125000,13.875000,13.687500,13.687500 +21 0 8833 15.255756 1124,3226,516,323,315,11,220,4260 14.562500,14.250000,13.125000,13.000000,12.812500,12.687500,12.375000,12.312500 +22 0 6324 13.953758 654,1124,370,516,4730,12,273,220 20.625000,18.625000,17.625000,17.375000,16.750000,16.375000,16.375000,16.125000 +23 0 60403 14.136164 1124,408,273,8,2533,60,921,11520 18.500000,17.375000,15.875000,15.812500,15.500000,15.375000,15.375000,15.375000 +24 0 427 14.989000 370,12,220,1124,516,3226,15,654 14.937500,14.750000,13.937500,13.625000,13.187500,13.000000,12.812500,12.750000 +25 0 198 5.174540 1124,273,370,8,11,37018,1318,354 15.000000,14.937500,14.750000,14.312500,14.250000,14.062500,13.875000,13.312500 +26 0 70584 21.212875 1124,370,654,1699,59,3044,516,3422 24.750000,21.250000,20.375000,18.500000,17.875000,17.375000,17.125000,17.000000 +27 0 257 11.766346 1124,370,273,65,220,516,15,315 18.375000,15.375000,14.562500,14.125000,14.000000,13.750000,13.687500,13.687500 +28 0 549 11.602852 1124,353,1125,2533,3044,921,15,60 19.750000,14.750000,14.500000,14.125000,13.125000,13.062500,13.000000,12.812500 +29 0 289 9.939098 1124,353,1125,2533,1318,921,701,9533 16.625000,13.125000,12.937500,12.875000,12.562500,11.937500,11.687500,11.500000 +30 0 60403 16.117622 1124,11520,8,2533,921,408,701,11 19.000000,16.750000,16.500000,16.125000,15.875000,15.812500,15.750000,15.437500 +31 0 427 14.989000 370,12,220,1124,516,3226,15,654 14.937500,14.750000,13.937500,13.625000,13.187500,13.000000,12.812500,12.750000 +32 0 12 6.237040 1124,273,370,8,11,37018,1318,354 15.000000,14.937500,14.750000,14.312500,14.250000,14.062500,13.875000,13.312500 +33 0 17 8.112375 1124,2533,921,1318,11520,1125,370,408 18.875000,14.875000,14.625000,14.375000,14.250000,14.125000,13.937500,13.812500 +34 0 12 8.365599 1124,11520,2533,8,921,701,568,60 17.625000,15.875000,15.812500,15.687500,15.625000,15.000000,14.062500,14.000000 +35 0 1041 15.049875 1124,2533,921,1318,11520,1125,370,408 18.875000,14.875000,14.625000,14.375000,14.250000,14.125000,13.937500,13.812500 +36 0 8273 11.003105 1124,59,62,12,75738,284,79,220 19.250000,18.125000,18.125000,17.500000,17.000000,16.875000,16.250000,16.000000 +37 0 16 11.679699 1124,11520,2533,921,408,9640,37018,273 20.625000,19.500000,18.875000,17.500000,17.375000,17.125000,16.875000,16.750000 +38 0 198 4.909811 13,16,17,15,24,5373,18,20 21.000000,20.000000,19.375000,19.250000,18.875000,18.875000,18.750000,18.250000 +39 0 20193 20.681625 1124,370,654,1699,59,3044,516,3422 24.750000,21.250000,20.375000,18.500000,17.875000,17.375000,17.125000,17.000000 +40 0 414 10.565886 1124,220,12,370,59,654,17,75 16.750000,15.250000,14.562500,14.437500,14.187500,13.875000,13.375000,13.250000 +41 0 549 14.063318 1124,2533,921,1125,353,1318,60,273 21.250000,16.250000,15.500000,15.312500,14.500000,14.437500,14.312500,13.750000 +42 0 1273 11.282848 1124,353,1125,2533,1318,921,701,9533 16.625000,13.125000,12.937500,12.875000,12.562500,11.937500,11.687500,11.500000 +43 0 320 6.158167 1124,370,67,11,273,8,220,3226 14.562500,14.375000,12.437500,12.062500,11.812500,11.562500,11.500000,11.500000 +44 0 19 12.187044 1124,37018,370,2533,11520,1318,273,1291 23.125000,18.125000,18.000000,18.000000,18.000000,17.500000,17.375000,16.625000 +45 0 18 3.259611 13,15,9754,17,18,19,20,23 19.625000,18.375000,18.375000,18.250000,17.875000,17.875000,17.875000,17.875000 +46 0 20 7.971718 1124,2533,8,701,921,11520,11,273 17.875000,15.812500,15.687500,15.562500,15.000000,14.875000,14.562500,14.437500 +47 0 23 3.658564 13,9754,15,20,17,18,23,5373 19.375000,18.625000,18.500000,18.500000,18.125000,17.875000,17.500000,17.375000 +48 0 6978 9.611034 13,9754,23,15,17,18,19,24 19.000000,18.500000,18.250000,18.125000,17.875000,17.625000,17.500000,17.375000 +49 0 340 10.061897 1124,220,315,323,11,59,1125,516 18.000000,13.937500,12.875000,12.250000,12.062500,12.062500,12.000000,11.937500 +50 0 9827 17.977255 1124,654,370,3044,7370,15,220,85 21.375000,18.375000,17.750000,16.500000,16.375000,16.000000,15.937500,15.562500 +51 0 262 8.579953 25,198,315,12,85,323,271,9 13.187500,12.812500,12.625000,12.312500,12.312500,12.312500,12.250000,12.125000 +52 0 549 14.738266 1124,2533,921,1125,1318,273,709,11520 21.250000,15.812500,14.812500,14.437500,14.187500,14.062500,13.625000,13.625000 +53 0 13534 14.314098 1124,353,1125,2533,1318,921,701,9533 16.625000,13.125000,12.937500,12.875000,12.562500,11.937500,11.687500,11.500000 +54 0 7710 13.520891 1124,8,11,701,60,273,15,2533 15.625000,13.812500,13.437500,12.812500,12.750000,12.625000,12.375000,12.312500 +55 0 92214 13.010126 220,12,1124,62,3044,85,716,516 17.625000,17.000000,16.375000,15.375000,15.125000,15.062500,15.000000,14.875000 +56 0 220 2.203558 220,1124,15,17,16,12,85,3226 14.062500,14.062500,12.875000,12.875000,12.750000,12.562500,12.500000,12.125000 +57 0 18 8.525661 1124,370,2533,1125,15,921,17,16 21.125000,15.687500,15.125000,14.562500,14.250000,14.000000,13.750000,13.625000 +58 0 13 7.159218 1124,2533,8,701,921,11520,11,273 17.875000,15.812500,15.687500,15.562500,15.000000,14.875000,14.562500,14.437500 +59 0 15 11.005924 1124,2533,370,11520,1125,921,1318,709 23.500000,16.500000,16.250000,16.000000,15.812500,15.187500,15.125000,14.687500 +60 0 320 8.641680 15,13,271,16,17,11,18,198 23.500000,19.250000,18.375000,18.250000,18.125000,18.000000,17.750000,17.625000 +61 0 2428 17.999544 1124,37018,370,2533,11520,1318,273,1291 23.125000,18.125000,18.000000,18.000000,18.000000,17.500000,17.375000,16.625000 +62 0 1110 0.002899 1110,4,25,14375,322,549,60896,23817 21.125000,13.687500,13.687500,12.312500,12.250000,12.000000,11.187500,11.000000 +63 0 85231 14.752295 1124,370,59,220,1699,85,15,12 17.625000,14.687500,14.500000,14.500000,14.187500,14.000000,13.812500,13.625000 +64 0 2659 1.401993 2659,12,905,9533,1125,60,17,25 16.125000,15.375000,14.937500,14.125000,13.750000,13.625000,13.562500,13.437500 +65 0 6971 10.389917 9533,14186,13,11,25,315,905,3470 12.625000,12.312500,12.125000,11.937500,11.750000,11.562500,11.562500,11.562500 +66 0 67733 9.299282 14,25815,3470,14186,12,315,2899,23303 14.562500,13.625000,13.500000,13.500000,13.437500,13.125000,13.000000,13.000000 +67 0 1331 5.236755 12,85,1124,71,15,67,73,86 17.500000,17.375000,17.375000,17.125000,17.000000,16.875000,16.750000,16.750000 +68 0 64 10.727615 1124,2533,701,11,8,273,1125,921 18.750000,16.500000,16.125000,15.875000,15.750000,15.500000,15.312500,15.125000 +69 0 14 8.641491 370,1124,284,668,220,16,17,62 21.125000,20.875000,19.000000,18.875000,18.375000,18.125000,17.500000,17.500000 +70 0 18 5.942450 1124,370,273,3226,15,709,17,5305 19.000000,15.875000,15.437500,14.687500,14.562500,14.562500,14.500000,14.375000 +71 0 13 7.159218 1124,2533,8,701,921,11520,11,273 17.875000,15.812500,15.687500,15.562500,15.000000,14.875000,14.562500,14.437500 +72 0 15 11.005924 1124,2533,370,11520,1125,921,1318,709 23.500000,16.500000,16.250000,16.000000,15.812500,15.187500,15.125000,14.687500 +73 0 53560 16.985430 15,13,271,16,17,11,18,198 23.500000,19.250000,18.375000,18.250000,18.125000,18.000000,17.750000,17.625000 +74 0 19665 15.719305 370,12,220,1124,71,65,67,3226 16.375000,14.875000,14.500000,14.375000,13.812500,13.750000,13.750000,13.687500 +75 0 1488 9.182374 273,59,258,75,408,654,613,198 13.125000,12.687500,12.187500,11.937500,11.875000,11.687500,11.500000,11.437500 +76 0 25 5.719521 370,1124,668,220,315,516,323,11 16.625000,15.000000,13.937500,13.875000,13.500000,13.437500,13.000000,12.875000 +77 0 26587 18.851065 1124,370,273,2533,1125,1318,15,37018 23.125000,17.000000,14.875000,14.812500,14.687500,14.500000,14.312500,14.187500 +78 0 20343 10.319180 220,13,15,9533,25,12,905,516 13.500000,13.125000,12.875000,12.812500,12.687500,12.625000,12.500000,12.187500 +79 0 11 5.082237 1124,1699,497,3808,59,5305,9533,25 15.937500,12.812500,12.437500,12.437500,12.000000,12.000000,11.937500,11.875000 +80 0 80935 23.089275 1124,2533,1125,1318,701,709,37018,370 22.250000,17.000000,16.500000,16.125000,15.750000,15.375000,15.312500,15.250000 +81 0 15235 13.203253 370,1124,220,3226,17,13,16,25 17.125000,16.750000,15.187500,14.750000,14.562500,14.500000,14.312500,14.187500 +82 0 8319 14.143055 1124,13,11,59,25,85,12,62 19.750000,14.625000,14.500000,14.500000,14.125000,14.062500,13.812500,13.687500 +83 0 198 7.454596 1124,7110,9533,13,11,60,370,220 17.000000,14.125000,13.937500,13.562500,13.437500,13.250000,13.125000,12.812500 +84 0 1797 14.494125 1124,370,654,1699,59,3044,516,3422 24.750000,21.250000,20.375000,18.500000,17.875000,17.375000,17.125000,17.000000 +85 0 320 8.430004 1124,353,220,1125,3044,15,1154,8358 17.750000,16.750000,13.812500,13.375000,13.250000,12.562500,12.187500,12.187500 +86 0 50 13.374544 1124,37018,370,2533,11520,1318,273,1291 23.125000,18.125000,18.000000,18.000000,18.000000,17.500000,17.375000,16.625000 +87 0 13 5.118158 1124,370,11,8,15,67,17,25 18.125000,16.000000,14.812500,14.375000,14.187500,14.125000,14.062500,14.062500 +88 0 8755 19.380924 1124,2533,370,11520,1125,921,1318,709 23.500000,16.500000,16.250000,16.000000,15.812500,15.187500,15.125000,14.687500 +89 0 487 13.766680 1124,11520,2533,921,408,273,1318,709 19.625000,18.250000,17.375000,16.625000,16.500000,15.812500,15.687500,15.562500 +90 0 11 3.918764 315,1124,220,323,516,11,304,13 15.312500,14.375000,14.062500,14.000000,13.562500,13.312500,13.187500,13.000000 +91 0 451 13.155682 1124,2533,1125,1318,701,709,37018,370 22.250000,17.000000,16.500000,16.125000,15.750000,15.375000,15.312500,15.250000 +92 0 13 7.322989 1124,8,11,11520,921,60,701,59 19.250000,14.437500,14.187500,14.062500,13.562500,13.500000,13.250000,12.875000 +93 0 49256 22.560612 1124,2533,370,11520,1125,921,1318,709 23.500000,16.500000,16.250000,16.000000,15.812500,15.187500,15.125000,14.687500 +94 0 812 13.328945 1124,3226,370,11520,4260,408,273,277 23.375000,18.125000,17.500000,16.625000,15.687500,15.562500,15.375000,15.250000 +95 0 82977 18.199749 370,1124,3226,4260,67,408,273,5305 20.250000,19.625000,16.125000,14.312500,14.187500,14.187500,14.062500,13.812500 +96 0 28134 12.839138 1124,3226,370,71,59,4260,273,277 22.250000,16.500000,15.875000,15.562500,15.500000,15.437500,15.375000,14.875000 +97 0 11 7.890968 1124,370,11520,654,273,408,2533,277 21.750000,19.250000,17.625000,17.250000,16.125000,15.687500,15.437500,15.312500 +98 0 431 13.218182 1124,2533,1125,1318,701,709,37018,370 22.250000,17.000000,16.500000,16.125000,15.750000,15.375000,15.312500,15.250000 +99 0 13 8.462234 1124,370,11520,408,2533,37018,921,273 19.000000,17.000000,16.875000,16.625000,15.812500,15.500000,15.250000,15.187500 +100 0 2055 18.912174 1124,2533,370,11520,1125,921,1318,709 23.500000,16.500000,16.250000,16.000000,15.812500,15.187500,15.125000,14.687500 +101 0 9034 20.498520 1124,370,11520,11,654,2533,273,37018 22.500000,15.937500,15.625000,15.375000,14.937500,14.937500,14.875000,14.812500 +102 0 1959 15.712936 1124,3226,273,408,4260,11,71,709 19.750000,16.625000,15.687500,15.500000,15.187500,15.125000,14.812500,14.750000 +103 0 330 7.187007 220,1154,323,370,1124,11,481,701 10.937500,10.687500,9.812500,9.687500,9.500000,9.437500,9.437500,9.375000 +104 0 9084 20.603432 1124,370,1318,2533,37018,709,1125,11520 22.500000,17.375000,17.000000,16.500000,16.125000,15.812500,15.812500,15.750000 +105 0 56793 17.905731 353,9,1124,220,12,59,323,1699 18.500000,15.500000,15.312500,15.187500,14.375000,14.062500,13.750000,13.562500 +106 0 386 5.930481 220,12,15,16,17,353,516,1124 14.625000,13.562500,13.500000,12.937500,12.937500,12.687500,12.687500,12.437500 +107 0 12735 21.650307 1124,11520,8,11,921,701,2533,60 20.875000,15.562500,14.750000,14.250000,14.000000,13.875000,13.750000,13.562500 +108 0 26874 9.698305 315,1124,220,17,370,62,323,7370 16.000000,15.562500,15.312500,15.062500,15.000000,14.687500,14.625000,14.625000 +109 0 497 5.605358 315,1124,220,323,13,11,304,25 14.437500,13.937500,13.875000,13.812500,13.500000,13.125000,12.937500,12.687500 +110 0 220 4.768656 1124,1125,2533,6878,220,716,15,1318 19.750000,16.125000,15.375000,15.375000,15.187500,14.687500,14.625000,14.625000 +111 0 17 7.400661 1124,370,2533,1125,15,921,17,16 21.125000,15.687500,15.125000,14.562500,14.250000,14.000000,13.750000,13.625000 +112 0 15 5.178099 1124,11520,2533,8,921,701,568,60 17.625000,15.875000,15.812500,15.687500,15.625000,15.000000,14.062500,14.000000 +113 0 16 5.329180 15,13,271,16,17,11,18,198 23.500000,19.250000,18.375000,18.250000,18.125000,18.000000,17.750000,17.625000 +114 0 21 4.409811 13,16,17,15,24,5373,18,20 21.000000,20.000000,19.375000,19.250000,18.875000,18.875000,18.750000,18.250000 +115 0 340 6.839550 13,21,9754,15,17,18,19,23 20.000000,19.500000,19.500000,19.000000,19.000000,18.875000,18.750000,18.625000 +116 0 1797 11.617880 1124,654,370,3044,7370,15,220,85 21.375000,18.375000,17.750000,16.500000,16.375000,16.000000,15.937500,15.562500 +117 0 39183 16.914379 1124,353,220,1125,3044,15,1154,8358 17.750000,16.750000,13.812500,13.375000,13.250000,12.562500,12.187500,12.187500 +118 0 3701 10.475697 1124,220,15,17,13,315,370,16 14.875000,14.500000,13.375000,13.187500,12.937500,12.937500,12.937500,12.687500 +119 0 25 7.891834 1124,370,668,353,59,220,516,323 18.875000,17.875000,15.812500,14.500000,13.875000,13.750000,13.750000,13.250000 +120 0 3703 16.226065 1124,370,273,2533,1125,1318,15,37018 23.125000,17.000000,14.875000,14.812500,14.687500,14.500000,14.312500,14.187500 +121 0 1110 9.645788 1124,59,220,25,11,13,16,17 16.625000,12.625000,12.375000,12.250000,12.000000,12.000000,12.000000,12.000000 +122 0 71 5.049170 1124,370,59,220,1699,85,15,12 17.625000,14.687500,14.500000,14.500000,14.187500,14.000000,13.812500,13.625000 +123 0 35268 15.400644 1124,11520,2533,921,8,37018,408,273 23.125000,19.125000,15.937500,15.562500,15.500000,15.187500,15.000000,14.937500 +124 0 1564 8.833986 1124,220,71,304,709,370,516,3422 16.500000,14.687500,14.125000,13.187500,13.187500,13.062500,12.937500,12.937500 +125 0 6830 13.126095 1124,370,654,668,516,59,220,284 20.750000,17.875000,16.875000,16.750000,16.625000,16.250000,16.250000,16.000000 +126 0 3446 5.952713 1124,59,346,60,273,370,9533,17 19.000000,17.250000,16.000000,15.937500,15.812500,15.750000,15.750000,15.562500 +127 0 76649 14.275181 8,1124,921,1318,408,60,701,11 15.437500,15.437500,14.687500,14.625000,14.562500,14.312500,14.250000,14.187500 diff --git a/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_qwen3-30b-a3b_fused0_w256.tsv b/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_qwen3-30b-a3b_fused0_w256.tsv new file mode 100644 index 000000000..1bdd4449d --- /dev/null +++ b/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_qwen3-30b-a3b_fused0_w256.tsv @@ -0,0 +1,516 @@ +# model models/mlx/Qwen3-30B-A3B-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 299190 +# chunks 2 chunk_tokens 256 topk 8 prefill 0 +# columns chunk pos target nll top_ids top_logits +0 0 42105 15.901297 1124,370,273,37018,2533,709,1318,654 20.875000,18.750000,16.375000,15.562500,15.437500,15.187500,15.125000,15.062500 +0 1 275 5.916378 285,685,83964,27391,81080,10980,579,307 17.375000,17.375000,16.500000,15.875000,15.187500,14.812500,14.625000,14.312500 +0 2 427 0.002298 427,644,765,779,706,29551,1897,327 24.875000,17.625000,16.875000,16.125000,15.875000,15.562500,15.187500,14.937500 +0 3 12 5.890383 369,47761,25,311,320,4035,198,374 18.375000,18.375000,17.875000,17.750000,17.750000,17.750000,17.625000,17.500000 +0 4 17 1.253744 17,16,18,19,15,6570,20,5097 17.875000,17.375000,16.250000,16.000000,15.812500,15.687500,15.000000,14.562500 +0 5 3393 6.649996 320,10337,198,75734,12,39183,15,42094 20.125000,19.250000,18.875000,18.625000,18.500000,18.500000,18.375000,18.000000 +0 6 75734 2.964243 2885,220,320,2573,4035,75734,39183,25 19.625000,19.250000,19.000000,19.000000,19.000000,19.000000,18.875000,18.125000 +0 7 79483 3.072130 320,4035,198,79483,25,271,348,284 21.500000,20.375000,19.875000,19.500000,19.375000,18.750000,18.750000,18.500000 +0 8 3608 8.997362 785,1986,418,58,15505,54,2,32 23.375000,20.625000,19.625000,19.125000,19.125000,19.000000,18.750000,18.375000 +0 9 257 11.779507 25,510,1467,198,320,323,1447,3542 26.375000,22.375000,22.375000,21.625000,21.625000,21.500000,21.500000,21.250000 +0 10 549 0.197664 549,760,284,508,320,481,3703,8478 26.250000,24.375000,22.500000,20.625000,20.500000,20.250000,20.000000,19.250000 +0 11 3703 1.033129 3703,508,26587,576,1758,220,256,662 22.250000,21.250000,21.250000,20.750000,20.125000,20.000000,19.625000,19.000000 +0 12 1110 0.000206 1110,25,549,14375,322,198,510,4 25.625000,16.000000,15.125000,14.687500,14.562500,14.250000,13.812500,13.312500 +0 13 71 0.589958 71,2136,82,11659,2911,1041,5204,268 23.625000,22.875000,21.375000,20.750000,20.250000,20.000000,19.875000,19.500000 +0 14 35268 0.000048 35268,2596,13619,23518,768,12,7876,4076 30.125000,19.250000,19.000000,17.125000,16.750000,16.625000,16.625000,16.375000 +0 15 1564 0.000019 1564,3579,18596,29088,16281,30985,46031,22185 34.000000,22.750000,21.250000,19.875000,18.875000,18.250000,17.500000,17.250000 +0 16 6830 0.000004 6830,71433,11021,29425,1858,35883,18798,57409 32.000000,17.375000,16.750000,16.500000,16.250000,16.250000,15.750000,15.437500 +0 17 3446 0.000080 3446,1737,14,14953,25967,75988,29425,3183 31.375000,21.250000,20.375000,19.625000,19.500000,17.500000,17.375000,17.000000 +0 18 76649 0.000011 76649,8369,4917,2096,4886,746,82,29425 37.000000,25.625000,20.500000,19.375000,19.375000,19.250000,18.375000,18.250000 +0 19 11374 9.202957 6324,4846,14,22175,15792,25502,23354,90936 29.375000,26.000000,25.625000,24.875000,23.250000,23.000000,22.875000,22.375000 +0 20 3831 0.422424 3831,309,3288,54,1466,74,306,3466 24.375000,23.375000,20.750000,20.500000,20.375000,19.500000,19.500000,19.250000 +0 21 8833 0.004412 8833,18573,48796,82010,824,49099,2566,10458 29.625000,23.500000,22.125000,22.000000,21.000000,20.875000,20.125000,20.000000 +0 22 6324 0.051945 6324,22175,14,2899,10776,46928,2687,4846 33.000000,30.000000,27.250000,24.250000,23.500000,22.125000,21.625000,21.375000 +0 23 60403 0.011055 60403,1579,14939,417,17,18677,2963,90669 33.250000,28.750000,21.000000,18.875000,18.625000,17.875000,17.625000,17.625000 +0 24 427 0.000460 427,38649,477,327,4788,480,2252,1002 28.375000,19.875000,19.750000,17.500000,17.500000,17.125000,16.000000,15.875000 +0 25 198 0.694378 198,271,12,320,17,715,34827,11 25.750000,25.500000,23.000000,23.000000,22.250000,21.125000,21.125000,20.875000 +0 26 70584 8.182957 13806,1712,5009,6262,929,36930,33363,34613 20.000000,19.875000,19.875000,19.875000,19.250000,19.250000,19.125000,19.125000 +0 27 257 0.018347 257,549,414,256,262,25,315,981 27.750000,22.000000,21.500000,21.250000,21.250000,21.125000,21.125000,20.875000 +0 28 549 0.000038 549,6260,760,30372,937,284,14512,481 32.500000,21.625000,20.375000,20.250000,19.375000,19.250000,18.250000,17.875000 +0 29 289 0.155863 289,330,97175,364,28609,1273,42105,220 28.250000,25.625000,25.250000,24.375000,23.000000,22.875000,22.625000,22.125000 +0 30 60403 -0.000000 60403,14628,417,31580,5840,96363,2501,5566 35.250000,19.125000,17.625000,17.250000,15.875000,15.875000,15.687500,15.125000 +0 31 427 0.000015 427,2252,477,327,5722,1303,38649,1318 38.500000,27.250000,24.625000,21.625000,20.125000,19.750000,19.750000,18.375000 +0 32 12 0.000099 12,16839,481,17,198,1273,1944,50342 35.000000,25.625000,22.750000,22.375000,21.625000,21.000000,20.750000,20.750000 +0 33 17 0.000027 17,16,1041,4266,15,18,21037,19 36.500000,26.000000,21.125000,19.375000,18.875000,17.750000,17.750000,17.000000 +0 34 12 0.257523 12,198,8273,271,2852,320,715,16839 26.500000,24.875000,23.875000,21.750000,20.875000,20.625000,20.625000,20.375000 +0 35 1041 0.000296 1041,7112,21550,586,5761,39884,17,9199 30.625000,21.625000,20.625000,19.500000,19.375000,19.125000,18.750000,18.750000 +0 36 8273 0.001163 8273,198,271,98056,12,2268,13333,25502 25.750000,18.250000,16.250000,15.875000,15.750000,15.750000,15.750000,15.375000 +0 37 16 0.000008 16,17,15,18,449,1272,59854,275 29.625000,17.375000,15.812500,14.750000,14.750000,14.437500,13.375000,13.062500 +0 38 198 0.031952 198,271,320,13,715,2303,11,1406 29.375000,25.500000,24.125000,23.375000,23.125000,22.500000,20.250000,20.125000 +0 39 20193 2.131334 13806,20193,6262,5009,34613,5637,2833,59286 21.750000,20.375000,19.625000,19.375000,19.375000,19.125000,18.875000,18.125000 +0 40 414 0.020603 414,257,981,549,262,286,256,260 27.250000,22.750000,21.875000,20.625000,20.125000,19.750000,19.500000,19.375000 +0 41 549 0.000010 549,760,320,30372,284,6260,937,3504 31.625000,18.500000,18.250000,18.125000,18.000000,17.625000,17.250000,16.375000 +0 42 1273 1.922794 5426,1273,10519,330,364,4862,2697,1044 29.875000,28.125000,24.500000,23.875000,23.750000,23.750000,23.500000,22.125000 +0 43 320 5.180874 198,271,320,715,11,2303,1406,4710 29.500000,26.500000,24.375000,21.875000,21.250000,21.125000,20.750000,20.000000 +0 44 19 3.892439 16,17,18,20,19,22,23,24 24.125000,22.625000,22.250000,21.375000,21.000000,20.750000,20.750000,20.750000 +0 45 18 2.721973 15,17,20,11,16,18,19,23 27.250000,26.000000,25.750000,25.625000,25.625000,25.625000,25.625000,25.500000 +0 46 20 2.766611 11,17,15,18,13,19,23,21 26.125000,25.750000,25.500000,25.375000,25.250000,25.250000,25.250000,25.125000 +0 47 23 2.919186 11,17,15,18,21,19,16,20 25.500000,25.375000,25.250000,25.125000,25.000000,24.875000,24.625000,24.625000 +0 48 6978 7.336081 10295,15,17,18,21,19,16,20 23.875000,23.625000,23.625000,23.625000,23.625000,23.500000,23.375000,23.250000 +0 49 340 0.515198 340,692,11,8,304,701,608,2790 29.375000,28.750000,26.625000,26.250000,24.375000,23.875000,23.375000,23.375000 +0 50 9827 6.201912 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24.750000,23.500000,23.000000,21.875000,21.750000,20.750000,20.625000,20.375000 +1 250 304 0.098967 304,438,389,315,5619,448,518,369 30.250000,27.875000,25.375000,23.625000,22.875000,22.000000,21.875000,21.375000 +1 251 279 0.075743 279,264,220,576,458,2441,18096,1154 26.750000,23.500000,22.125000,21.750000,21.500000,21.500000,19.500000,18.750000 +1 252 220 0.432899 220,12425,1486,4531,18096,22358,4013,2805 24.125000,22.625000,21.750000,21.125000,20.750000,19.875000,19.750000,19.500000 +1 253 17 0.000326 17,16,18,22,19,20,21,23 29.125000,20.625000,18.875000,18.250000,18.125000,17.875000,17.750000,17.000000 +1 254 15 0.000004 15,16,17,481,78,1154,549,18 28.250000,14.687500,13.187500,12.625000,12.500000,12.187500,12.125000,12.062500 +1 255 15 0.003603 15,16,17,21,22,481,4146,339 28.125000,22.500000,13.937500,12.750000,12.250000,12.187500,12.000000,11.937500 diff --git a/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_qwen3-30b-a3b_fused0_w8.tsv b/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_qwen3-30b-a3b_fused0_w8.tsv new file mode 100644 index 000000000..3dab927e1 --- /dev/null +++ b/benchmarks/logit_traces/rocm_gfx1151_bec64748/rocm_gfx1151_bec64748_qwen3-30b-a3b_fused0_w8.tsv @@ -0,0 +1,644 @@ +# model models/mlx/Qwen3-30B-A3B-4bit +# corpus tests/fixtures/wikitext2_excerpt.txt tokens 299190 +# chunks 80 chunk_tokens 8 topk 8 prefill 512 +# columns chunk pos target nll top_ids top_logits +0 0 42105 15.901297 1124,370,273,37018,2533,709,1318,654 20.875000,18.750000,16.375000,15.562500,15.437500,15.187500,15.125000,15.062500 +0 1 275 5.916378 285,685,83964,27391,81080,10980,579,307 17.375000,17.375000,16.500000,15.875000,15.187500,14.812500,14.625000,14.312500 +0 2 427 0.002298 427,644,765,779,706,29551,1897,327 24.875000,17.625000,16.875000,16.125000,15.875000,15.562500,15.187500,14.937500 +0 3 12 5.890383 369,47761,25,311,320,4035,198,374 18.375000,18.375000,17.875000,17.750000,17.750000,17.750000,17.625000,17.500000 +0 4 17 1.253744 17,16,18,19,15,6570,20,5097 17.875000,17.375000,16.250000,16.000000,15.812500,15.687500,15.000000,14.562500 +0 5 3393 6.649996 320,10337,198,75734,12,39183,15,42094 20.125000,19.250000,18.875000,18.625000,18.500000,18.500000,18.375000,18.000000 +0 6 75734 2.964243 2885,220,320,2573,4035,75734,39183,25 19.625000,19.250000,19.000000,19.000000,19.000000,19.000000,18.875000,18.125000 +0 7 79483 3.072130 320,4035,198,79483,25,271,348,284 21.500000,20.375000,19.875000,19.500000,19.375000,18.750000,18.750000,18.500000 +1 0 3608 8.997362 785,1986,418,58,15505,54,2,32 23.375000,20.625000,19.625000,19.125000,19.125000,19.000000,18.750000,18.375000 +1 1 257 11.779507 25,510,1467,198,320,323,1447,3542 26.375000,22.375000,22.375000,21.625000,21.625000,21.500000,21.500000,21.250000 +1 2 549 0.197664 549,760,284,508,320,481,3703,8478 26.250000,24.375000,22.500000,20.625000,20.500000,20.250000,20.000000,19.250000 +1 3 3703 1.033129 3703,508,26587,576,1758,220,256,662 22.250000,21.250000,21.250000,20.750000,20.125000,20.000000,19.625000,19.000000 +1 4 1110 0.000206 1110,25,549,14375,322,198,510,4 25.625000,16.000000,15.125000,14.687500,14.562500,14.250000,13.812500,13.312500 +1 5 71 0.589958 71,2136,82,11659,2911,1041,5204,268 23.625000,22.875000,21.375000,20.750000,20.250000,20.000000,19.875000,19.500000 +1 6 35268 0.000048 35268,2596,13619,23518,768,12,7876,4076 30.125000,19.250000,19.000000,17.125000,16.750000,16.625000,16.625000,16.375000 +1 7 1564 0.000019 1564,3579,18596,29088,16281,30985,46031,22185 34.000000,22.750000,21.250000,19.875000,18.875000,18.250000,17.500000,17.250000 +2 0 6830 0.000004 6830,71433,11021,29425,1858,35883,18798,57409 32.000000,17.375000,16.750000,16.500000,16.250000,16.250000,15.750000,15.437500 +2 1 3446 0.000080 3446,1737,14,14953,25967,75988,29425,3183 31.375000,21.250000,20.375000,19.625000,19.500000,17.500000,17.375000,17.000000 +2 2 76649 0.000011 76649,8369,4917,2096,4886,746,82,29425 37.000000,25.625000,20.500000,19.375000,19.375000,19.250000,18.375000,18.250000 +2 3 11374 9.202957 6324,4846,14,22175,15792,25502,23354,90936 29.375000,26.000000,25.625000,24.875000,23.250000,23.000000,22.875000,22.375000 +2 4 3831 0.422424 3831,309,3288,54,1466,74,306,3466 24.375000,23.375000,20.750000,20.500000,20.375000,19.500000,19.500000,19.250000 +2 5 8833 0.004412 8833,18573,48796,82010,824,49099,2566,10458 29.625000,23.500000,22.125000,22.000000,21.000000,20.875000,20.125000,20.000000 +2 6 6324 0.051945 6324,22175,14,2899,10776,46928,2687,4846 33.000000,30.000000,27.250000,24.250000,23.500000,22.125000,21.625000,21.375000 +2 7 60403 0.011055 60403,1579,14939,417,17,18677,2963,90669 33.250000,28.750000,21.000000,18.875000,18.625000,17.875000,17.625000,17.625000 +3 0 427 0.000460 427,38649,477,327,4788,480,2252,1002 28.375000,19.875000,19.750000,17.500000,17.500000,17.125000,16.000000,15.875000 +3 1 198 0.694378 198,271,12,320,17,715,34827,11 25.750000,25.500000,23.000000,23.000000,22.250000,21.125000,21.125000,20.875000 +3 2 70584 8.182957 13806,1712,5009,6262,929,36930,33363,34613 20.000000,19.875000,19.875000,19.875000,19.250000,19.250000,19.125000,19.125000 +3 3 257 0.018347 257,549,414,256,262,25,315,981 27.750000,22.000000,21.500000,21.250000,21.250000,21.125000,21.125000,20.875000 +3 4 549 0.000038 549,6260,760,30372,937,284,14512,481 32.500000,21.625000,20.375000,20.250000,19.375000,19.250000,18.250000,17.875000 +3 5 289 0.155863 289,330,97175,364,28609,1273,42105,220 28.250000,25.625000,25.250000,24.375000,23.000000,22.875000,22.625000,22.125000 +3 6 60403 -0.000000 60403,14628,417,31580,5840,96363,2501,5566 35.250000,19.125000,17.625000,17.250000,15.875000,15.875000,15.687500,15.125000 +3 7 427 0.000015 427,2252,477,327,5722,1303,38649,1318 38.500000,27.250000,24.625000,21.625000,20.125000,19.750000,19.750000,18.375000 +4 0 12 0.000099 12,16839,481,17,198,1273,1944,50342 35.000000,25.625000,22.750000,22.375000,21.625000,21.000000,20.750000,20.750000 +4 1 17 0.000027 17,16,1041,4266,15,18,21037,19 36.500000,26.000000,21.125000,19.375000,18.875000,17.750000,17.750000,17.000000 +4 2 12 0.257523 12,198,8273,271,2852,320,715,16839 26.500000,24.875000,23.875000,21.750000,20.875000,20.625000,20.625000,20.375000 +4 3 1041 0.000296 1041,7112,21550,586,5761,39884,17,9199 30.625000,21.625000,20.625000,19.500000,19.375000,19.125000,18.750000,18.750000 +4 4 8273 0.001163 8273,198,271,98056,12,2268,13333,25502 25.750000,18.250000,16.250000,15.875000,15.750000,15.750000,15.750000,15.375000 +4 5 16 0.000008 16,17,15,18,449,1272,59854,275 29.625000,17.375000,15.812500,14.750000,14.750000,14.437500,13.375000,13.062500 +4 6 198 0.031952 198,271,320,13,715,2303,11,1406 29.375000,25.500000,24.125000,23.375000,23.125000,22.500000,20.250000,20.125000 +4 7 20193 2.131334 13806,20193,6262,5009,34613,5637,2833,59286 21.750000,20.375000,19.625000,19.375000,19.375000,19.125000,18.875000,18.125000 +5 0 414 0.020603 414,257,981,549,262,286,256,260 27.250000,22.750000,21.875000,20.625000,20.125000,19.750000,19.500000,19.375000 +5 1 549 0.000010 549,760,320,30372,284,6260,937,3504 31.625000,18.500000,18.250000,18.125000,18.000000,17.625000,17.250000,16.375000 +5 2 1273 1.922794 5426,1273,10519,330,364,4862,2697,1044 29.875000,28.125000,24.500000,23.875000,23.750000,23.750000,23.500000,22.125000 +5 3 320 5.180874 198,271,320,715,11,2303,1406,4710 29.500000,26.500000,24.375000,21.875000,21.250000,21.125000,20.750000,20.000000 +5 4 19 3.892439 16,17,18,20,19,22,23,24 24.125000,22.625000,22.250000,21.375000,21.000000,20.750000,20.750000,20.750000 +5 5 18 2.721973 15,17,20,11,16,18,19,23 27.250000,26.000000,25.750000,25.625000,25.625000,25.625000,25.625000,25.500000 +5 6 20 2.766611 11,17,15,18,13,19,23,21 26.125000,25.750000,25.500000,25.375000,25.250000,25.250000,25.250000,25.125000 +5 7 23 2.919186 11,17,15,18,21,19,16,20 25.500000,25.375000,25.250000,25.125000,25.000000,24.875000,24.625000,24.625000 +6 0 6978 7.336081 10295,15,17,18,21,19,16,20 23.875000,23.625000,23.625000,23.625000,23.625000,23.500000,23.375000,23.250000 +6 1 340 0.515198 340,692,11,8,304,701,608,2790 29.375000,28.750000,26.625000,26.250000,24.375000,23.875000,23.375000,23.375000 +6 2 9827 6.201912 13806,5009,13965,3323,6262,4061,7595,2505 20.375000,19.500000,19.250000,19.125000,19.000000,18.625000,18.500000,18.375000 +6 3 262 0.006216 262,257,25,549,256,414,220,981 28.125000,22.250000,21.125000,21.000000,20.750000,19.625000,19.375000,19.000000 +6 4 549 0.000072 549,6260,14512,937,320,30372,220,481 32.500000,22.375000,21.375000,20.875000,20.000000,19.250000,18.125000,18.125000 +6 5 13534 1.780506 14865,13534,8914,24263,576,12527,5264,21693 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25.125000,21.750000,20.750000,20.000000,19.500000,19.125000,18.875000,18.875000 +77 2 389 2.057137 304,389,438,518,448,279,315,369 30.250000,28.375000,26.500000,26.000000,24.000000,23.625000,23.625000,23.250000 +77 3 279 0.287666 279,264,458,576,2441,220,18096,7506 24.500000,22.875000,21.250000,20.625000,20.250000,19.250000,18.500000,18.375000 +77 4 12425 0.785936 12425,220,4013,18096,22358,1378,2086,9234 23.000000,22.375000,21.125000,20.125000,19.750000,19.500000,19.250000,19.000000 +77 5 4013 0.009800 4013,1473,19584,18136,2025,22358,6146,13420 27.250000,21.125000,21.125000,20.875000,20.625000,19.375000,18.875000,18.750000 +77 6 28778 6.571264 576,1154,9414,7506,659,48822,15696,59455 17.875000,17.875000,16.625000,16.250000,16.000000,15.812500,15.500000,15.500000 +77 7 85393 0.289145 85393,2249,533,344,2221,49675,1524,3936 30.500000,29.125000,28.000000,21.750000,21.625000,20.750000,16.750000,16.500000 +78 0 304 0.261044 304,320,659,1154,323,892,438,549 27.625000,25.500000,25.375000,23.750000,22.750000,22.625000,22.125000,22.000000 +78 1 6702 4.369444 220,279,5534,6122,5768,6156,6527,6702 25.750000,23.250000,22.125000,22.125000,21.875000,21.875000,21.625000,21.625000 +78 2 220 0.031553 220,315,659,323,279,429,1154,16448 29.125000,25.500000,23.000000,21.875000,21.625000,21.625000,21.250000,21.125000 +78 3 17 0.000008 17,16,220,15,18,323,1154,315 28.875000,16.250000,14.937500,14.437500,14.437500,13.437500,13.437500,13.125000 +78 4 15 -0.000000 15,78,2624,13,16,659,220,198 27.375000,11.375000,10.812500,10.625000,9.875000,9.812500,9.750000,9.250000 +78 5 15 0.004080 15,16,17,1154,23,659,220,481 28.625000,23.125000,14.062500,13.875000,12.625000,12.125000,12.062500,11.937500 +78 6 23 0.038166 23,24,22,21,19,20,18,15 25.250000,22.000000,16.000000,13.812500,13.062500,12.937500,12.625000,12.375000 +78 7 659 0.074062 659,16448,323,6762,1154,2587,320,13 28.875000,25.250000,25.000000,24.375000,23.875000,23.375000,22.500000,21.875000 +79 0 1260 1.478632 758,1260,715,425,4710,5301,576,220 25.000000,24.250000,23.625000,23.500000,21.625000,21.000000,20.375000,20.250000 +79 1 1030 2.492193 572,1083,9723,6342,1030,58235,1865,1221 23.000000,22.250000,22.000000,21.875000,21.625000,20.875000,20.500000,20.375000 +79 2 264 0.024179 264,2441,458,806,279,45250,12783,8922 28.250000,23.125000,23.000000,22.250000,21.875000,21.375000,21.250000,20.750000 +79 3 45250 2.697214 3476,8640,12613,45250,8922,6388,2613,39400 23.500000,22.250000,21.625000,21.500000,21.000000,20.875000,20.500000,20.250000 +79 4 3476 0.008585 3476,8640,12613,12425,949,323,3668,11094 26.125000,20.875000,18.375000,18.125000,17.875000,17.750000,17.625000,17.625000 +79 5 304 0.292957 304,438,389,315,504,5619,369,448 28.750000,27.125000,26.625000,24.000000,23.500000,23.250000,21.875000,21.750000 +79 6 5779 13.016872 279,220,264,576,28778,18096,458,4013 27.000000,21.625000,20.875000,20.875000,20.500000,18.875000,18.750000,18.750000 +79 7 17770 0.019312 17770,315,220,9234,23921,481,12425,5479 23.250000,17.750000,17.500000,16.625000,16.500000,16.250000,15.937500,15.625000 diff --git a/build.rs b/build.rs index ac5201618..d2a458408 100644 --- a/build.rs +++ b/build.rs @@ -31,23 +31,14 @@ use std::env; use std::path::PathBuf; +#[path = "src/lib/mlxcel-core/build_support/rocm_rpath.rs"] +mod rocm_rpath; + fn main() { // ROCm (`rocm` feature, #1802): mlxcel-core links the ROCm shared libraries, - // but ROCm installs do not always register their library directory with the - // dynamic loader, and mlxcel-core's rpath link arg does not reach this - // crate's binaries for the reason given above. Keep the default in step with - // `rocm_path` in src/lib/mlxcel-core/build.rs. - println!("cargo:rerun-if-env-changed=ROCM_PATH"); - if env::var_os("CARGO_FEATURE_ROCM").is_some() { - let rocm = env::var_os("ROCM_PATH") - .filter(|p| !p.is_empty()) - .map(PathBuf::from) - .unwrap_or_else(|| PathBuf::from("/opt/rocm")); - println!( - "cargo:rustc-link-arg=-Wl,-rpath,{}", - rocm.join("lib").display() - ); - } + // but its rpath link arg does not reach this crate's binaries for the reason + // given above, so this crate emits its own. + rocm_rpath::emit(); println!("cargo:rerun-if-env-changed=IREE_DIST"); println!("cargo:rerun-if-env-changed=IREE_CUDA_HOME"); diff --git a/docs/benchmark_results/rocm-correctness-gfx1151-2026-09-12.md b/docs/benchmark_results/rocm-correctness-gfx1151-2026-09-12.md new file mode 100644 index 000000000..ff4bc91cc --- /dev/null +++ b/docs/benchmark_results/rocm-correctness-gfx1151-2026-09-12.md @@ -0,0 +1,152 @@ +# ROCm correctness matrix: Radeon 8060S (gfx1151), 2026-09-12 + +Validation run for issue #1809. It answers one question: does mlxcel on the experimental ROCm backend decode the same text as mlxcel on Metal, for the same checkpoint and the same input? + +The answer for the twelve model x width pairs measured here is yes. The two backends disagree on the top-1 token at 114 of 5120 positions, and the largest reference gap at which they ever disagree is 1.125 logits: everywhere the reference model preferred its own choice by more than that, ROCm made the same choice. 100 of the 114 disagreements pick the reference's rank-2 token. + +## Environment + +| Field | ROCm side | Metal reference | +|---|---|---| +| Hardware | AMD Ryzen AI MAX+ 395 with Radeon 8060S (`gfx1151`, RDNA 3.5, 40 CUs), 96 GiB VRAM carve-out, 31 GiB host RAM | Apple M1 Ultra, 128 GB unified memory | +| OS | Debian GNU/Linux 13 (trixie), kernel 6.18.12+deb13-amd64 | macOS 27.0 (26A428) | +| Backend | ROCm 10.0.0 (HIP 7.15.26333, AMD clang 23), `--features rocm` | Metal, `--features metal,accelerate` | +| mlxcel | `bec64748` | `bec64748` | +| MLX pin | `81ba1c6a` | `81ba1c6a` | +| Traces | `benchmarks/logit_traces/rocm_gfx1151_bec64748/` | `benchmarks/logit_traces/metal_m1u_bec64748/` | + +The Mixtral ROCm traces were produced by a `logit_trace` built from `bec64748` plus one change: the f16 `gather_qmm` dispatch from #1822, which lives entirely in `src/lib/mlx-cpp/patches-rocm/` and touches no mlxcel Rust or bridge code. Without it this f16 checkpoint spends about 205 ms per MoE `gather_qmm` call and the traces would take hours instead of minutes. The numerics recorded are those of the kernel a user of the merged fix runs. Every other ROCm trace and the whole Metal side are plain `bec64748`. + +## Method + +`examples/logit_trace` teacher-forces a fixed corpus through the model and writes, per position, the top-k token ids and their logits. `scripts/compare_logit_traces.py` compares two such traces. + +- Corpus: `tests/fixtures/wikitext2_excerpt.txt` (sha256 `16721fc1...`), 299190 tokens. +- Widths, as `CHUNK_TOKENS MAX_CHUNKS TOPK PREFILL`: `w1` = `1 128 8 0` (pure decode), `w8` = `8 80 8 512` (batched decode after a prefill), `w256` = `256 2 8 0` (prefill-shaped). +- Checkpoints: the same four affine 4-bit checkpoints at the same Hugging Face revisions on both backends. +- `qwen3-30b-a3b` and `mixtral-8x7b-instruct` ran with `MLXCEL_FUSED_MOE=0` on both sides, because the fused MoE kernel has no ROCm port (#1803). Their Metal counterparts are the `fused0` traces, not the default ones. + +### What has to match + +Four things must be identical for a comparison to mean anything, and they matter more than the threshold discussed below: the same mlxcel commit, the same corpus file, the same trace arguments, and the same checkpoint revision. `METADATA.txt` on both sides records all four so a reader can check rather than trust. A pair that differs in any of them is measuring two models, not two backends. + +### Why byte-identity is not the criterion here + +Byte-identical logits remain the strongest available signal wherever they are achievable, and they are used that way: the Metal regression gate on #1818 and #1819 confirmed the Metal path was unchanged by byte-identity on one M1 Ultra. This section narrows where that criterion applies, it does not discard it. + +It does not apply across backends. Two accelerators with different FMA ordering, different reduction trees and different fast-math contractions do not produce identical floats for the same matmul. It does not even hold within one backend across hardware generations: `examples/logit_trace` documents that byte-identity breaks on Apple GPU families 15 and later for reasons the caller does not choose. What is left to measure is whether the difference ever changes the token the model emits. + +The criterion used here is the decided-position disagreement count. A position is decided when the reference's top-1 logit leads its top-2 by at least `--decided`, that is, when the reference model is not itself choosing between near-ties. At a decided position a backend that picks a different token is wrong. At an undecided position the two backends are splitting a coin flip that the checkpoint left unresolved, and either answer is as defensible as the other. + +### The threshold, and what it does and does not decide + +`--decided 2.0` means the reference preferred its top-1 by a factor of about 7.4. That is a chosen line, so here is the same matrix at three thresholds, as `disagreements / decided positions`: + +| Model | Variant | Width | gap >= 0.5 | gap >= 1.0 | gap >= 2.0 | +|---|---|---|---|---|---| +| qwen3-0.6b | default | w1 | 0 / 43 | 0 / 16 | 0 / 0 | +| qwen3-0.6b | default | w8 | 0 / 468 | 0 / 333 | 0 / 199 | +| qwen3-0.6b | default | w256 | 0 / 357 | 0 / 254 | 0 / 138 | +| llama-3.1-8b-instruct | default | w1 | 0 / 40 | 0 / 8 | 0 / 0 | +| llama-3.1-8b-instruct | default | w8 | 0 / 484 | 0 / 354 | 0 / 230 | +| llama-3.1-8b-instruct | default | w256 | 0 / 371 | 0 / 277 | 0 / 176 | +| qwen3-30b-a3b | fused0 | w1 | 1 / 110 | 0 / 92 | 0 / 70 | +| qwen3-30b-a3b | fused0 | w8 | 2 / 519 | 1 / 435 | 0 / 319 | +| qwen3-30b-a3b | fused0 | w256 | 1 / 413 | 0 / 350 | 0 / 248 | +| mixtral-8x7b-instruct | fused0 | w1 | 0 / 82 | 0 / 49 | 0 / 17 | +| mixtral-8x7b-instruct | fused0 | w8 | 0 / 516 | 0 / 434 | 0 / 345 | +| mixtral-8x7b-instruct | fused0 | w256 | 0 / 397 | 0 / 332 | 0 / 245 | + +For eleven of the twelve pairs the threshold changes nothing: zero at 0.5, zero at 1.0, zero at 2.0. For `qwen3-30b-a3b` it does. That model has four disagreements above a 0.5 gap and one above 1.0, so the zero at 2.0 is a statement about where its line was drawn, not an unconditional zero. + +The honest way to state the bound is without a threshold at all: across all twelve pairs, the largest reference gap at which the two backends disagree is 1.125 logits, in `qwen3-30b-a3b` `w8`, where the Metal token is ROCm's rank 2. The next-largest is 0.75 in `qwen3-30b-a3b` `w1`, the one rank-8 case. Every other disagreement sits under a 0.5 gap. So 2.0 clears the observed maximum by a comfortable margin, and any threshold at or above 1.2 gives the same all-zero result. + +`qwen3-30b-a3b` being the only model to show this is consistent with it being the 128-expert MoE in the set: expert routing is a discrete decision taken on small score differences, so a numerical difference there moves more than the same difference in a dense model. + +A same-backend control says the same thing. The Metal trace set includes both `default` (fused MoE) and `fused0` (`gather_qmm`) runs for the two MoE models, which is a kernel swap with no hardware change. Five of those six pairs agree at every position; the one that moves is `qwen3-30b-a3b` at `w1`, with one top-1 disagreement out of 128 and zero on its 74 decided positions. The model that reacts to a kernel change within Metal is the same model that reacts to a backend change, which is what you would expect if routing, not arithmetic, is the sensitive part. That one disagreement sits at a reference gap of 0.062, against 1.125 across backends, so a same-hardware kernel swap moves the decision only at gaps an order of magnitude smaller than a backend change does. + +## Results + +Ran with `python3 scripts/compare_logit_traces.py --decided 2.0`. + +| Model | Variant | Width | Top-1 disagreements | Decided positions disagreeing | Worst rank of the Metal choice on ROCm | Perplexity delta | +|---|---|---|---|---|---|---| +| qwen3-0.6b | default | w1 | 22 / 128 | 0 / 0 | rank 3 | -4.258% | +| qwen3-0.6b | default | w8 | 20 / 640 | 0 / 199 | rank 3 | -0.725% | +| qwen3-0.6b | default | w256 | 9 / 512 | 0 / 138 | rank 4 | +0.498% | +| llama-3.1-8b-instruct | default | w1 | 3 / 128 | 0 / 0 | rank 2 | +0.029% | +| llama-3.1-8b-instruct | default | w8 | 0 / 640 | 0 / 230 | all agree | -0.028% | +| llama-3.1-8b-instruct | default | w256 | 1 / 512 | 0 / 176 | rank 2 | +0.043% | +| qwen3-30b-a3b | fused0 | w1 | 5 / 128 | 0 / 70 | rank 8 | +2.428% | +| qwen3-30b-a3b | fused0 | w8 | 24 / 640 | 0 / 319 | rank 3 | +0.298% | +| qwen3-30b-a3b | fused0 | w256 | 26 / 512 | 0 / 248 | beyond top-8 | -0.463% | +| mixtral-8x7b-instruct | fused0 | w1 | 0 / 128 | 0 / 17 | all agree | -0.087% | +| mixtral-8x7b-instruct | fused0 | w8 | 2 / 640 | 0 / 345 | rank 2 | +0.101% | +| mixtral-8x7b-instruct | fused0 | w256 | 2 / 512 | 0 / 245 | rank 2 | +0.067% | + +The "decided positions disagreeing" column reads as `disagreements / decided positions`, so `0 / 0` and `0 / 319` are different statements. The two `0 / 0` rows are the short `w1` runs at 128 positions, where no position in the reference had a 2.0 gap; they carry no evidence either way, which is why the comparison script now reports `inconclusive` for them instead of a pass. The `w8` and `w256` rows on the same models cover the same checkpoints with 138 to 345 decided positions each, so no model is left unmeasured. + +### Where the disagreements land + +Across all twelve pairs there are 114 top-1 disagreements, distributed by the rank the Metal choice holds in the ROCm top-8: + +| Rank of the Metal token on ROCm | Count | +|---|---| +| 2 | 100 | +| 3 | 11 | +| 4 | 1 | +| 8 | 1 | +| beyond top-8 | 1 | + +87.7% are a straight swap of two adjacent candidates. The single beyond-top-8 case is in `qwen3-30b-a3b` `w256`, an undecided prefill position in a 128-expert MoE where routing noise moves more than the logit does. + +Perplexity deltas stay inside +/- 0.5% except for the two shortest runs (`qwen3-0.6b` `w1` at -4.3% over 128 positions, `qwen3-30b-a3b` `w1` at +2.4% over 128), where the sample is too small for the figure to mean anything. The sign is not consistent across pairs, which is what an unbiased numerical difference looks like. + +### No noise floor was measured + +An earlier plan was to run the same trace twice on one backend to establish a same-device noise floor, then require the cross-backend difference to sit inside it. That is unnecessary here. The threshold sweep above already shows where the disagreements stop, and it stops at a specific measured value (a 1.125 gap) rather than at a line borrowed from same-device noise. A floor would answer a question this data already answers directly. + +## The test gate alongside the matrix + +`make verify-test-rocm` runs the workspace suite against a ROCm build. It is the broader of the two checks and it is not green: the missing primitives in #1825 throw through the cxx bridge, which ends in `std::terminate`, so a binary that reaches one aborts rather than reporting a failure. Run at the same commit as the traces, with aborting tests skipped so the rest of each binary can finish: + +| Target | Result | What is left | +|---|---|---| +| 112 other test binaries | 1129 passed, 1 failed | The failure is `sampling_rejection_kill_switch`, which asserts the decline message names a GPU backend and does not know about ROCm (#1805) | +| `mlxcel` lib | 8200 passed, 1 failed, 3 aborted | `FFT` (#1825) and one `[cuda_kernel] No CUDA back-end` path (#1803) | +| `mlxcel-core` lib | 1434 passed, 2 failed, 46 aborted | `Hadamard` and `SearchSorted` (#1825), `[cuda_kernel]` routing (#1803), compute-capability reporting (#1805), and two nvfp4 group-16 aborts (#1806) | +| `mlxcel-surgery`, `mlxcel-xla` libs | 143 and 280 passed, 0 failed | Green after the rpath fix below | + +Nothing in this list is a wrong-numbers defect. Every remaining item is a missing implementation or a backend-identification gap with an issue against it. + +## Defects this matrix did not find + +Three real defects were found during this work by the test gate, not by the traces, and all are fixed: + +- #1823: the tiled qmv path was entered for any activation dtype but launched a kernel only for bf16 and f16, so f32 activations returned uninitialized memory. The traces run in bf16 and f16 and never touched it. +- #1824: `Scatter` passed `upd_post_idx_size` as `int32_t` to a kernel parameter declared `int64_t`, so every update landed on index 0, breaking `eye`, `identity`, `tri`, `diag` and `.at[].add`. None of these is on the decode path the traces exercise. This bug is present in the upstream fork as well and is a candidate to send back through #1813. +- The ROCm rpath was emitted only by the root `mlxcel` crate's build script, so the test binaries of `mlxcel-surgery` and `mlxcel-xla` built and then failed to start with "libamdhip64.so.7: cannot open shared object file". A dependency's `cargo:rustc-link-arg` does not reach the crate that links it, so each crate has to emit its own; the emission now lives in `src/lib/mlxcel-core/build_support/rocm_rpath.rs` and all three call it. The traces only ever ran the `mlxcel` binary, which had the rpath. + +The conclusion is that a logit matrix is a decode-path check, not a backend check. `make verify-test-rocm` is the gate that covers the rest. + +## Reproducing + +```bash +make release-rocm +# Metal side, on an Apple machine: same commands with a Metal build. +MLXCEL_FUSED_MOE=0 ./target/release/examples/logit_trace models/mlx/Qwen3-30B-A3B-4bit tests/fixtures/wikitext2_excerpt.txt 8 80 8 512 > rocm_w8.tsv +python3 scripts/compare_logit_traces.py benchmarks/logit_traces/metal_m1u_bec64748/metal_m1u_bec64748_qwen3-30b-a3b_fused0_w8.tsv rocm_w8.tsv --decided 2.0 +``` + +The checkpoint directory name is host-local: this host holds `models/mlx/Qwen3-30B-A3B-4bit` and the Metal host `models/mlx/qwen3-30b-a3b-4bit`, which is why the two trace headers disagree on it. What has to match is the Hugging Face revision, which `METADATA.txt` records on both sides. + +`METADATA.txt` in each trace directory records the host, versions, checkpoint revisions and binary hashes; `RUNS.txt` records the exit status and row count of every run; `SHA256SUMS` covers every trace file. + +`compare_logit_traces.py` prints the largest reference gap at a disagreement on every run, so the 1.125 figure above is reproducible from any pair without a separate script. + +## Known gaps at the time of this run + +- Fused MoE has no ROCm kernel, so MoE models run through `gather_qmm` (#1803). +- `FFT`, `Hadamard` and `SearchSorted` are `NO_GPU` stubs, so audio, TurboQuant KV cache and stochastic speculative decoding abort (#1825). +- Only affine 4-bit was traced. mxfp4, mxfp8 and nvfp4 coverage is #1806, #1807 and #1808. +- Prefill through the sorted large-row `gather_qmm` path is slow on both dtypes (#1814). diff --git a/scripts/compare_logit_traces.py b/scripts/compare_logit_traces.py index 73830fabe..9186f9a8c 100755 --- a/scripts/compare_logit_traces.py +++ b/scripts/compare_logit_traces.py @@ -113,6 +113,11 @@ def main() -> int: dis_decided = 0 ranks = Counter() worst = (0, None) + # The largest reference top-two gap at which the two arms still disagree. + # This is the threshold-free form of the decided-position metric: every + # position the reference decided by more than this got the same token from + # both arms, whatever `--decided` was set to. + max_dis_gap = None deltas = [] buckets = [(0.0, 0.5), (0.5, 1.0), (1.0, 2.0), (2.0, 5.0), (5.0, 10.0), (10.0, 1e9)] bstat = {b: [0, 0] for b in buckets} @@ -126,6 +131,8 @@ def main() -> int: agree = rids[0] == cids[0] if not agree: dis_all += 1 + if max_dis_gap is None or gap > max_dis_gap: + max_dis_gap = gap rank = cids.index(rids[0]) + 1 if rids[0] in cids else None ranks[rank if rank else f">{len(cids)}"] += 1 if rank is None or rank > worst[0]: @@ -152,6 +159,13 @@ def main() -> int: ) else: print(" no decided positions at that threshold") + if max_dis_gap is None: + print(f"{' largest gap at a disagreement':<34}{'none, every position agrees':>15}") + else: + print( + f"{' largest gap at a disagreement':<34}{max_dis_gap:>7.3f}" + f" (--decided above this is all-zero)" + ) print("\ndisagreement by how decided the reference was") print(f"{'reference top-two gap':<24}{'positions':>10}{'disagreed':>11}{'rate':>9}") @@ -186,7 +200,16 @@ def main() -> int: print() if dis_all == 0: print("verdict: byte-identical in effect, every position agrees") - elif decided and dis_decided == 0: + elif not decided: + # With no decided position the gating metric has nothing to measure, + # so neither "rounding class" nor "differs on decided positions" is + # supported by the data; say so instead of falling through to the + # latter. + print( + "verdict: inconclusive, the reference has no decided position at " + "this threshold; read the gap and rank tables, or lower --decided" + ) + elif dis_decided == 0: print( "verdict: the arms differ only where the reference was undecided, " "which is the rounding class rather than a behaviour change" diff --git a/src/lib/mlxcel-core/build_support/rocm_rpath.rs b/src/lib/mlxcel-core/build_support/rocm_rpath.rs new file mode 100644 index 000000000..8c851918e --- /dev/null +++ b/src/lib/mlxcel-core/build_support/rocm_rpath.rs @@ -0,0 +1,46 @@ +// Copyright 2026 Lablup Inc. +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +//! ROCm rpath emission, shared by every crate that links a ROCm build (#1802). +//! +//! `mlxcel-core` links the ROCm shared libraries, but a dependency's +//! `cargo:rustc-link-arg` does not reach the crates that link it, and ROCm +//! installs do not always register their library directory with the dynamic +//! loader. Without an rpath of their own, the test and binary targets of +//! `mlxcel`, `mlxcel-surgery` and `mlxcel-xla` build and then fail to start +//! with "libamdhip64.so.7: cannot open shared object file". +//! +//! Every such crate calls [`emit`] from its own build script. The default must +//! stay in step with `rocm_path` in `src/lib/mlxcel-core/build.rs`. + +use std::env; +use std::path::PathBuf; + +/// Add the ROCm library directory to this crate's link arguments when the +/// `rocm` feature is on. A no-op otherwise, so Apple Silicon, CUDA and CI +/// builds are unaffected. +pub fn emit() { + println!("cargo:rerun-if-env-changed=ROCM_PATH"); + if env::var_os("CARGO_FEATURE_ROCM").is_none() { + return; + } + let rocm = env::var_os("ROCM_PATH") + .filter(|p| !p.is_empty()) + .map(PathBuf::from) + .unwrap_or_else(|| PathBuf::from("/opt/rocm")); + println!( + "cargo:rustc-link-arg=-Wl,-rpath,{}", + rocm.join("lib").display() + ); +} diff --git a/src/lib/mlxcel-surgery/Cargo.toml b/src/lib/mlxcel-surgery/Cargo.toml index ce6101e4e..dcac967fb 100644 --- a/src/lib/mlxcel-surgery/Cargo.toml +++ b/src/lib/mlxcel-surgery/Cargo.toml @@ -10,6 +10,9 @@ crate-type = ["lib"] [features] default = [] +# Present so `--workspace --features rocm` reaches this crate's build script, +# which emits the ROCm rpath its own test binaries need (issue #1802). +rocm = ["mlxcel-core/rocm"] [dependencies] # WeightMap and WeightTransform trait — the integration point with the diff --git a/src/lib/mlxcel-surgery/build.rs b/src/lib/mlxcel-surgery/build.rs new file mode 100644 index 000000000..6594001be --- /dev/null +++ b/src/lib/mlxcel-surgery/build.rs @@ -0,0 +1,29 @@ +// Copyright 2026 Lablup Inc. +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +// Build script for `mlxcel-surgery`. It exists only to emit the ROCm rpath +// (issue #1802) and does nothing on any other build: this crate is pure Rust +// and needs no native toolchain. +// +// Its test binaries link mlxcel-core, which links the ROCm shared libraries, +// and a dependency's `cargo:rustc-link-arg` does not reach the crate that links +// it. Without this the test binaries build and then fail to start with +// "libamdhip64.so.7: cannot open shared object file". + +#[path = "../mlxcel-core/build_support/rocm_rpath.rs"] +mod rocm_rpath; + +fn main() { + rocm_rpath::emit(); +} diff --git a/src/lib/mlxcel-xla/Cargo.toml b/src/lib/mlxcel-xla/Cargo.toml index 24e7e98f2..1c93b9188 100644 --- a/src/lib/mlxcel-xla/Cargo.toml +++ b/src/lib/mlxcel-xla/Cargo.toml @@ -22,6 +22,9 @@ license = "Apache-2.0" build = "build.rs" [features] +# Present so `--workspace --features rocm` reaches this crate's build script, +# which emits the ROCm rpath its own test binaries need (issue #1802). +rocm = ["mlxcel-core/rocm"] # Real IREE execution. Off by default so `--features xla-backend` stays buildable # in CI (no IREE dist). When on, build.rs compiles csrc/xla_iree.c and links the # prebuilt IREE runtime (IREE_DIST must point at the extracted dist). diff --git a/src/lib/mlxcel-xla/build.rs b/src/lib/mlxcel-xla/build.rs index f0243c5df..104f54095 100644 --- a/src/lib/mlxcel-xla/build.rs +++ b/src/lib/mlxcel-xla/build.rs @@ -34,6 +34,9 @@ use std::env; use std::path::PathBuf; use std::process::Command; +#[path = "../mlxcel-core/build_support/rocm_rpath.rs"] +mod rocm_rpath; + fn cuda_nvcc() -> PathBuf { if let Some(path) = env::var_os("NVCC") { return PathBuf::from(path); @@ -89,6 +92,10 @@ fn add_iree_shim_sources(build: &mut cc::Build) { } fn main() { + // This crate's own test binaries link mlxcel-core, so they need the ROCm + // rpath that a dependency's link args cannot give them (#1802). + rocm_rpath::emit(); + println!("cargo:rerun-if-changed=csrc/xla_iree.c"); println!("cargo:rerun-if-changed=csrc/xla_aux.c"); println!("cargo:rerun-if-changed=csrc/xla_diagnostic_flags.c");