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arm-bench-trace / traces

1.14 MB

3 contributors

History: 5 commits

awu12's picture

Fix weak bf16 attention baselines (mha/gqa/mla_prefill/mla_decode): cast ggml inputs to f32 so mul_mat uses NEON f32 SIMD (~3x over scalar); update baselines + traces

fd0e643 verified 10 days ago

conv1d
local snapshot before syncing with HF 2 months ago
conv2d
Definitions, solutions, and evaluation trace updates for ncnn kernels 2 months ago
conv2d_depthwise
Definitions, solutions, and evaluation trace updates for ncnn kernels 2 months ago
deconv2d
local snapshot before syncing with HF 2 months ago
deconv2d_depthwise
local snapshot before syncing with HF 2 months ago
gemm
Fix weak expert baselines: bf16 GEMM -> NEON BFMMLA (~20x over scalar), ncnn gemm_w8a8ch create_pipeline hoist (~1.6x); update baselines + traces (8 defs) 10 days ago
gqa
Fix weak bf16 attention baselines (mha/gqa/mla_prefill/mla_decode): cast ggml inputs to f32 so mul_mat uses NEON f32 SIMD (~3x over scalar); update baselines + traces 10 days ago
loop_001
local snapshot before syncing with HF 2 months ago
loop_002
local snapshot before syncing with HF 2 months ago
loop_003
local snapshot before syncing with HF 2 months ago
loop_004
local snapshot before syncing with HF 2 months ago
loop_008
local snapshot before syncing with HF 2 months ago
loop_010
local snapshot before syncing with HF 2 months ago
loop_024
local snapshot before syncing with HF 2 months ago
loop_027
local snapshot before syncing with HF 2 months ago
loop_028
local snapshot before syncing with HF 2 months ago
loop_029
local snapshot before syncing with HF 2 months ago
loop_032
local snapshot before syncing with HF 2 months ago
loop_033
local snapshot before syncing with HF 2 months ago
loop_035
local snapshot before syncing with HF 2 months ago
loop_108
local snapshot before syncing with HF 2 months ago
loop_113
local snapshot before syncing with HF 2 months ago
loop_120
local snapshot before syncing with HF 2 months ago
loop_121
local snapshot before syncing with HF 2 months ago
loop_122
local snapshot before syncing with HF 2 months ago
loop_123
local snapshot before syncing with HF 2 months ago
loop_124
local snapshot before syncing with HF 2 months ago
loop_126
local snapshot before syncing with HF 2 months ago
loop_127
local snapshot before syncing with HF 2 months ago
loop_128
local snapshot before syncing with HF 2 months ago
mha
Fix weak bf16 attention baselines (mha/gqa/mla_prefill/mla_decode): cast ggml inputs to f32 so mul_mat uses NEON f32 SIMD (~3x over scalar); update baselines + traces 10 days ago
mla_decode
Fix weak bf16 attention baselines (mha/gqa/mla_prefill/mla_decode): cast ggml inputs to f32 so mul_mat uses NEON f32 SIMD (~3x over scalar); update baselines + traces 10 days ago
mla_prefill
Fix weak bf16 attention baselines (mha/gqa/mla_prefill/mla_decode): cast ggml inputs to f32 so mul_mat uses NEON f32 SIMD (~3x over scalar); update baselines + traces 10 days ago
moe
Definition+workload update for rmsnorm, and baseline, reference-scalar, and claude-sonnet-4-6 solution update about 2 months ago
pooling
Definitions, solutions, and evaluation trace updates for ncnn kernels 2 months ago
rms_norm
Definition+workload update for rmsnorm, and baseline, reference-scalar, and claude-sonnet-4-6 solution update about 2 months ago