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3303 | 216.6(mean) 216.6(median) 216.9(max) @ 15360x11264x3072 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3304 | 217.5(mean) 217.7(median) 217.9(max) @ 15360x11264x4096 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3305 | 218.5(mean) 218.5(median) 218.8(max) @ 15360x11264x5120 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3306 | 218.5(mean) 219.1(median) 219.5(max) @ 15360x11264x6144 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3307 | 218.8(mean) 219.4(median) 219.7(max) @ 15360x11264x7168 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3308 | 218.7(mean) 219.1(median) 219.5(max) @ 15360x11264x8192 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3309 | 218.7(mean) 219.2(median) 219.4(max) @ 15360x11264x9216 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3310 | 218.4(mean) 218.8(median) 219.1(max) @ 15360x11264x10240 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3311 | 218.6(mean) 218.8(median) 219.1(max) @ 15360x11264x11264 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3312 | 218.4(mean) 218.7(median) 219.0(max) @ 15360x11264x12288 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3313 | 218.5(mean) 218.8(median) 219.2(max) @ 15360x11264x13312 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3314 | 218.6(mean) 219.0(median) 219.4(max) @ 15360x11264x14336 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3315 | 218.8(mean) 219.1(median) 219.5(max) @ 15360x11264x15360 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3316 | 213.3(mean) 214.3(median) 214.8(max) @ 15360x12288x1024 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3317 | 218.6(mean) 218.8(median) 219.3(max) @ 15360x12288x2048 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3318 | 220.5(mean) 220.6(median) 221.0(max) @ 15360x12288x3072 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3319 | 221.4(mean) 221.8(median) 222.1(max) @ 15360x12288x4096 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3320 | 222.4(mean) 222.6(median) 222.9(max) @ 15360x12288x5120 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3321 | 222.9(mean) 223.1(median) 223.3(max) @ 15360x12288x6144 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3322 | 223.1(mean) 223.4(median) 223.7(max) @ 15360x12288x7168 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3323 | 222.8(mean) 223.1(median) 223.3(max) @ 15360x12288x8192 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3324 | 222.8(mean) 223.1(median) 223.4(max) @ 15360x12288x9216 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3325 | 222.3(mean) 222.6(median) 222.8(max) @ 15360x12288x10240 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3326 | 222.3(mean) 222.6(median) 223.1(max) @ 15360x12288x11264 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3327 | 222.2(mean) 222.6(median) 222.9(max) @ 15360x12288x12288 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3328 | 222.4(mean) 222.7(median) 223.0(max) @ 15360x12288x13312 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3329 | 222.4(mean) 222.7(median) 223.2(max) @ 15360x12288x14336 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3330 | 222.4(mean) 222.7(median) 223.1(max) @ 15360x12288x15360 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3331 | 213.2(mean) 213.1(median) 213.8(max) @ 15360x13312x1024 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3332 | 217.5(mean) 217.7(median) 218.1(max) @ 15360x13312x2048 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3333 | 219.0(mean) 219.6(median) 220.1(max) @ 15360x13312x3072 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3334 | 220.3(mean) 220.7(median) 221.0(max) @ 15360x13312x4096 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3335 | 221.5(mean) 221.7(median) 222.0(max) @ 15360x13312x5120 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3336 | 221.5(mean) 221.9(median) 222.2(max) @ 15360x13312x6144 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3337 | 222.0(mean) 222.4(median) 222.7(max) @ 15360x13312x7168 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3338 | 221.9(mean) 222.1(median) 222.4(max) @ 15360x13312x8192 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3339 | 221.9(mean) 222.2(median) 222.5(max) @ 15360x13312x9216 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3340 | 221.4(mean) 221.8(median) 222.1(max) @ 15360x13312x10240 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3341 | 221.5(mean) 221.8(median) 222.2(max) @ 15360x13312x11264 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3342 | 221.4(mean) 221.8(median) 222.1(max) @ 15360x13312x12288 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3343 | 221.6(mean) 221.9(median) 222.3(max) @ 15360x13312x13312 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3344 | 221.6(mean) 221.9(median) 222.4(max) @ 15360x13312x14336 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3345 | 221.5(mean) 221.9(median) 222.3(max) @ 15360x13312x15360 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3346 | 213.2(mean) 213.2(median) 213.9(max) @ 15360x14336x1024 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3347 | 217.4(mean) 217.5(median) 217.9(max) @ 15360x14336x2048 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3348 | 218.7(mean) 219.4(median) 219.8(max) @ 15360x14336x3072 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3349 | 220.1(mean) 220.4(median) 220.6(max) @ 15360x14336x4096 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3350 | 221.3(mean) 221.3(median) 221.7(max) @ 15360x14336x5120 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3351 | 221.3(mean) 221.8(median) 222.1(max) @ 15360x14336x6144 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3352 | 222.0(mean) 222.2(median) 222.5(max) @ 15360x14336x7168 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3353 | 221.8(mean) 222.0(median) 222.3(max) @ 15360x14336x8192 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3354 | 221.6(mean) 222.0(median) 222.2(max) @ 15360x14336x9216 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3355 | 221.2(mean) 221.6(median) 221.9(max) @ 15360x14336x10240 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3356 | 221.3(mean) 221.6(median) 222.0(max) @ 15360x14336x11264 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3357 | 221.2(mean) 221.4(median) 221.8(max) @ 15360x14336x12288 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3358 | 221.3(mean) 221.6(median) 221.9(max) @ 15360x14336x13312 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3359 | 221.4(mean) 221.6(median) 221.9(max) @ 15360x14336x14336 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3360 | 221.4(mean) 221.7(median) 222.2(max) @ 15360x14336x15360 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3361 | 212.4(mean) 213.0(median) 213.6(max) @ 15360x15360x1024 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3362 | 216.8(mean) 216.8(median) 217.1(max) @ 15360x15360x2048 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3363 | 218.2(mean) 218.7(median) 219.1(max) @ 15360x15360x3072 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3364 | 219.2(mean) 219.7(median) 220.2(max) @ 15360x15360x4096 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3365 | 220.4(mean) 220.7(median) 221.1(max) @ 15360x15360x5120 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3366 | 221.0(mean) 221.3(median) 221.5(max) @ 15360x15360x6144 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3367 | 221.1(mean) 221.5(median) 221.7(max) @ 15360x15360x7168 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3368 | 221.0(mean) 221.4(median) 221.6(max) @ 15360x15360x8192 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3369 | 220.9(mean) 221.3(median) 221.7(max) @ 15360x15360x9216 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3370 | 220.6(mean) 220.9(median) 221.1(max) @ 15360x15360x10240 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3371 | 220.7(mean) 221.0(median) 221.3(max) @ 15360x15360x11264 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3372 | 220.5(mean) 220.8(median) 221.2(max) @ 15360x15360x12288 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3373 | 220.8(mean) 221.1(median) 221.6(max) @ 15360x15360x13312 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3374 | 220.8(mean) 221.2(median) 221.5(max) @ 15360x15360x14336 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
3375 | 220.7(mean) 221.1(median) 221.6(max) @ 15360x15360x15360 | best: 227.1(mean) 227.2(median) 228.4(max) TFLOPS
Tried 3375 shapes => the best outcomes were:
mean: 227.1 TFLOPS @ 3072x7168x3072 (MxNxK)
median: 227.2 TFLOPS @ 3072x7168x2048 (MxNxK)
max: 228.4 TFLOPS @ 3072x7168x2048 (MxNxK)
geomean: 208.8 TFLOPS for 3375 shapes in range: m=[0, 16384, 1024] | n=[0, 16384, 1024] | k=[0, 16384, 1024]
Legend: TFLOPS = 10**12 FLOPS
Elapsed time: 0:46:02
Benchmark started on 2025-10-20 17:04:09
** Command line:
/home/sigkitten/dev/consumer-tflop-database/.venv/bin/python mamf-finder.py --m_range 0 16384 1024 --n_range 0 16384 1024 --k_range 0 16384 1024 --dtype bfloat16 --output_file=2025-10-20-17:04:08.txt --power_limit 550
** Dtype: torch.bfloat16
** Platform/Device info:
- Linux bigpc 6.16.10-arch1-1 #1 SMP PREEMPT_DYNAMIC Thu, 02 Oct 2025 19:26:36 +0000 x86_64
- _CudaDeviceProperties(name='NVIDIA GeForce RTX 5090', major=12, minor=0, total_memory=32109MB, multi_processor_count=170, uuid=8a5a00c4-e652-529b-7ba9-ba6bec39a678, pci_bus_id=209, pci_device_id=0, pci_domain_id=0, L2_cache_size=96MB)
- Power limit: 550W
** Critical software versions:
- torch=2.9.0+cu128
- cuda=12.8