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3317 | 213.7(mean) 214.0(median) 214.9(max) @ 15360x12288x2048 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3318 | 216.0(mean) 216.0(median) 216.4(max) @ 15360x12288x3072 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3319 | 216.7(mean) 217.4(median) 217.7(max) @ 15360x12288x4096 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3320 | 217.6(mean) 218.2(median) 218.7(max) @ 15360x12288x5120 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3321 | 218.6(mean) 218.9(median) 219.3(max) @ 15360x12288x6144 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3322 | 219.1(mean) 219.3(median) 219.7(max) @ 15360x12288x7168 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3323 | 218.6(mean) 218.8(median) 219.2(max) @ 15360x12288x8192 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3324 | 218.5(mean) 219.0(median) 219.4(max) @ 15360x12288x9216 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3325 | 217.9(mean) 218.3(median) 218.7(max) @ 15360x12288x10240 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3326 | 217.7(mean) 218.1(median) 218.4(max) @ 15360x12288x11264 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3327 | 217.1(mean) 217.4(median) 218.0(max) @ 15360x12288x12288 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3328 | 216.9(mean) 217.2(median) 217.7(max) @ 15360x12288x13312 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3329 | 216.9(mean) 217.1(median) 217.9(max) @ 15360x12288x14336 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3330 | 217.0(mean) 217.3(median) 217.8(max) @ 15360x12288x15360 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3331 | 209.7(mean) 209.8(median) 210.2(max) @ 15360x13312x1024 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3332 | 212.1(mean) 212.8(median) 213.5(max) @ 15360x13312x2048 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3333 | 214.7(mean) 214.7(median) 215.4(max) @ 15360x13312x3072 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3334 | 215.1(mean) 216.0(median) 216.5(max) @ 15360x13312x4096 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3335 | 217.2(mean) 217.2(median) 217.6(max) @ 15360x13312x5120 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3336 | 217.7(mean) 217.7(median) 218.0(max) @ 15360x13312x6144 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3337 | 218.3(mean) 218.3(median) 218.7(max) @ 15360x13312x7168 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3338 | 217.5(mean) 217.8(median) 218.2(max) @ 15360x13312x8192 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3339 | 217.6(mean) 218.0(median) 218.5(max) @ 15360x13312x9216 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3340 | 217.0(mean) 217.4(median) 217.9(max) @ 15360x13312x10240 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3341 | 216.9(mean) 217.3(median) 217.8(max) @ 15360x13312x11264 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3342 | 216.5(mean) 217.0(median) 217.4(max) @ 15360x13312x12288 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3343 | 216.3(mean) 216.7(median) 217.2(max) @ 15360x13312x13312 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3344 | 216.2(mean) 216.6(median) 217.3(max) @ 15360x13312x14336 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3345 | 216.3(mean) 216.6(median) 217.4(max) @ 15360x13312x15360 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3346 | 209.7(mean) 209.6(median) 210.2(max) @ 15360x14336x1024 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3347 | 213.1(mean) 213.4(median) 214.1(max) @ 15360x14336x2048 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3348 | 215.0(mean) 215.3(median) 216.0(max) @ 15360x14336x3072 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3349 | 216.3(mean) 216.6(median) 216.9(max) @ 15360x14336x4096 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3350 | 217.1(mean) 217.6(median) 217.9(max) @ 15360x14336x5120 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3351 | 217.5(mean) 217.9(median) 218.4(max) @ 15360x14336x6144 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3352 | 218.2(mean) 218.5(median) 218.9(max) @ 15360x14336x7168 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3353 | 217.9(mean) 218.4(median) 218.6(max) @ 15360x14336x8192 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3354 | 218.1(mean) 218.5(median) 218.8(max) @ 15360x14336x9216 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3355 | 217.6(mean) 217.9(median) 218.4(max) @ 15360x14336x10240 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3356 | 217.6(mean) 218.0(median) 218.3(max) @ 15360x14336x11264 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3357 | 217.0(mean) 217.3(median) 217.8(max) @ 15360x14336x12288 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3358 | 216.9(mean) 217.2(median) 217.6(max) @ 15360x14336x13312 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3359 | 216.7(mean) 217.1(median) 217.7(max) @ 15360x14336x14336 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3360 | 216.6(mean) 217.0(median) 217.9(max) @ 15360x14336x15360 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3361 | 209.3(mean) 209.3(median) 209.8(max) @ 15360x15360x1024 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3362 | 211.9(mean) 212.4(median) 212.9(max) @ 15360x15360x2048 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3363 | 214.0(mean) 214.1(median) 214.9(max) @ 15360x15360x3072 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3364 | 214.7(mean) 215.4(median) 215.8(max) @ 15360x15360x4096 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3365 | 216.0(mean) 216.6(median) 217.1(max) @ 15360x15360x5120 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3366 | 216.8(mean) 217.3(median) 217.6(max) @ 15360x15360x6144 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3367 | 217.3(mean) 217.8(median) 218.1(max) @ 15360x15360x7168 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3368 | 217.0(mean) 217.5(median) 217.8(max) @ 15360x15360x8192 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3369 | 217.4(mean) 217.8(median) 218.2(max) @ 15360x15360x9216 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3370 | 216.9(mean) 217.3(median) 217.6(max) @ 15360x15360x10240 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3371 | 217.0(mean) 217.3(median) 217.7(max) @ 15360x15360x11264 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3372 | 216.5(mean) 216.9(median) 217.1(max) @ 15360x15360x12288 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3373 | 215.8(mean) 216.2(median) 217.0(max) @ 15360x15360x13312 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3374 | 215.7(mean) 216.0(median) 217.0(max) @ 15360x15360x14336 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
3375 | 216.1(mean) 216.5(median) 217.2(max) @ 15360x15360x15360 | best: 221.9(mean) 221.8(median) 223.3(max) TFLOPS
Tried 3375 shapes => the best outcomes were:
mean: 221.9 TFLOPS @ 3072x7168x4096 (MxNxK)
median: 221.8 TFLOPS @ 3072x7168x4096 (MxNxK)
max: 223.3 TFLOPS @ 7168x3072x3072 (MxNxK)
geomean: 205.1 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: 0:46:55
Benchmark started on 2025-10-20 16:10:24
** 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=2025-10-20-16:10:23.txt --power_limit 525
** 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: 525W
** Critical software versions:
- torch=2.9.0+cu128
- cuda=12.8
** Critical environment variables:
- PYTORCH_TUNABLEOP_ENABLED=0
** Additional notes:
- benchmark version: 2
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Warming up the accelerator for 30 secs ... accelerator warmup finished
1 | 91.7(mean) 93.6(median) 97.0(max) @ 1024x1024x1024 | best: 91.7(mean) 93.6(median) 97.0(max) TFLOPS
2 | 123.3(mean) 123.4(median) 127.1(max) @ 1024x1024x2048 | best: 123.3(mean) 123.4(median) 127.1(max) TFLOPS