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3345 | 200.5(mean) 200.7(median) 201.6(max) @ 15360x13312x15360 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3346 | 195.7(mean) 197.0(median) 198.1(max) @ 15360x14336x1024 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3347 | 198.7(mean) 198.6(median) 199.3(max) @ 15360x14336x2048 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3348 | 200.1(mean) 200.6(median) 201.0(max) @ 15360x14336x3072 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3349 | 201.6(mean) 201.7(median) 202.1(max) @ 15360x14336x4096 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3350 | 202.7(mean) 202.7(median) 203.1(max) @ 15360x14336x5120 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3351 | 203.2(mean) 203.3(median) 203.6(max) @ 15360x14336x6144 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3352 | 203.7(mean) 203.9(median) 204.4(max) @ 15360x14336x7168 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3353 | 203.2(mean) 203.5(median) 204.1(max) @ 15360x14336x8192 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3354 | 203.1(mean) 203.4(median) 204.1(max) @ 15360x14336x9216 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3355 | 202.1(mean) 202.3(median) 202.8(max) @ 15360x14336x10240 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3356 | 201.8(mean) 202.0(median) 202.8(max) @ 15360x14336x11264 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3357 | 201.1(mean) 201.3(median) 201.8(max) @ 15360x14336x12288 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3358 | 200.9(mean) 201.0(median) 201.4(max) @ 15360x14336x13312 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3359 | 200.4(mean) 200.7(median) 201.2(max) @ 15360x14336x14336 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3360 | 200.8(mean) 200.9(median) 201.8(max) @ 15360x14336x15360 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3361 | 195.4(mean) 196.3(median) 197.9(max) @ 15360x15360x1024 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3362 | 197.9(mean) 198.0(median) 198.4(max) @ 15360x15360x2048 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3363 | 199.2(mean) 199.5(median) 199.8(max) @ 15360x15360x3072 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3364 | 200.6(mean) 200.6(median) 201.0(max) @ 15360x15360x4096 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3365 | 201.6(mean) 201.6(median) 202.0(max) @ 15360x15360x5120 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3366 | 202.5(mean) 202.6(median) 202.9(max) @ 15360x15360x6144 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3367 | 202.7(mean) 203.0(median) 203.5(max) @ 15360x15360x7168 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3368 | 202.1(mean) 202.4(median) 202.9(max) @ 15360x15360x8192 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3369 | 202.5(mean) 202.7(median) 203.2(max) @ 15360x15360x9216 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3370 | 201.5(mean) 201.7(median) 202.4(max) @ 15360x15360x10240 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3371 | 201.3(mean) 201.6(median) 202.0(max) @ 15360x15360x11264 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3372 | 200.5(mean) 200.7(median) 201.2(max) @ 15360x15360x12288 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3373 | 200.2(mean) 200.5(median) 201.1(max) @ 15360x15360x13312 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3374 | 200.2(mean) 200.5(median) 201.1(max) @ 15360x15360x14336 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
3375 | 200.2(mean) 200.4(median) 201.2(max) @ 15360x15360x15360 | best: 213.9(mean) 214.6(median) 218.6(max) TFLOPS
Tried 3375 shapes => the best outcomes were:
mean: 213.9 TFLOPS @ 3072x7168x2048 (MxNxK)
median: 214.6 TFLOPS @ 3072x7168x3072 (MxNxK)
max: 218.6 TFLOPS @ 3072x7168x4096 (MxNxK)
geomean: 193.8 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: 0:50:00
Benchmark started on 2025-10-20 13:53:53
** 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=2025-10-20-13:53:49.txt --power_limit 475
** 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: 475W
** 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 | 92.5(mean) 95.2(median) 97.3(max) @ 1024x1024x1024 | best: 92.5(mean) 95.2(median) 97.3(max) TFLOPS
2 | 123.4(mean) 123.4(median) 125.2(max) @ 1024x1024x2048 | best: 123.4(mean) 123.4(median) 125.2(max) TFLOPS
3 | 140.3(mean) 141.7(median) 144.8(max) @ 1024x1024x3072 | best: 140.3(mean) 141.7(median) 144.8(max) TFLOPS
4 | 150.0(mean) 149.8(median) 153.4(max) @ 1024x1024x4096 | best: 150.0(mean) 149.8(median) 153.4(max) TFLOPS
5 | 154.9(mean) 154.2(median) 159.9(max) @ 1024x1024x5120 | best: 154.9(mean) 154.2(median) 159.9(max) TFLOPS
6 | 160.3(mean) 161.3(median) 163.1(max) @ 1024x1024x6144 | best: 160.3(mean) 161.3(median) 163.1(max) TFLOPS
7 | 163.2(mean) 163.1(median) 164.9(max) @ 1024x1024x7168 | best: 163.2(mean) 163.1(median) 164.9(max) TFLOPS
8 | 178.9(mean) 178.5(median) 182.4(max) @ 1024x1024x8192 | best: 178.9(mean) 178.5(median) 182.4(max) TFLOPS
9 | 185.0(mean) 185.0(median) 186.7(max) @ 1024x1024x9216 | best: 185.0(mean) 185.0(median) 186.7(max) TFLOPS
10 | 189.2(mean) 190.4(median) 191.2(max) @ 1024x1024x10240 | best: 189.2(mean) 190.4(median) 191.2(max) TFLOPS
11 | 188.7(mean) 189.0(median) 189.9(max) @ 1024x1024x11264 | best: 189.2(mean) 190.4(median) 191.2(max) TFLOPS
12 | 191.6(mean) 190.7(median) 194.1(max) @ 1024x1024x12288 | best: 191.6(mean) 190.7(median) 194.1(max) TFLOPS
13 | 194.8(mean) 194.7(median) 196.1(max) @ 1024x1024x13312 | best: 194.8(mean) 194.7(median) 196.1(max) TFLOPS
14 | 198.2(mean) 198.4(median) 199.1(max) @ 1024x1024x14336 | best: 198.2(mean) 198.4(median) 199.1(max) TFLOPS
15 | 200.8(mean) 201.5(median) 202.1(max) @ 1024x1024x15360 | best: 200.8(mean) 201.5(median) 202.1(max) TFLOPS
16 | 150.5(mean) 151.1(median) 154.3(max) @ 1024x2048x1024 | best: 200.8(mean) 201.5(median) 202.1(max) TFLOPS
17 | 168.3(mean) 168.5(median) 172.5(max) @ 1024x2048x2048 | best: 200.8(mean) 201.5(median) 202.1(max) TFLOPS
18 | 174.9(mean) 174.8(median) 176.0(max) @ 1024x2048x3072 | best: 200.8(mean) 201.5(median) 202.1(max) TFLOPS
19 | 172.4(mean) 175.3(median) 179.1(max) @ 1024x2048x4096 | best: 200.8(mean) 201.5(median) 202.1(max) TFLOPS
20 | 177.6(mean) 177.7(median) 178.3(max) @ 1024x2048x5120 | best: 200.8(mean) 201.5(median) 202.1(max) TFLOPS
21 | 178.2(mean) 177.6(median) 180.2(max) @ 1024x2048x6144 | best: 200.8(mean) 201.5(median) 202.1(max) TFLOPS
22 | 179.0(mean) 179.0(median) 179.6(max) @ 1024x2048x7168 | best: 200.8(mean) 201.5(median) 202.1(max) TFLOPS
23 | 168.3(mean) 173.3(median) 175.1(max) @ 1024x2048x8192 | best: 200.8(mean) 201.5(median) 202.1(max) TFLOPS
24 | 174.8(mean) 174.8(median) 175.6(max) @ 1024x2048x9216 | best: 200.8(mean) 201.5(median) 202.1(max) TFLOPS
25 | 208.8(mean) 208.7(median) 210.2(max) @ 1024x2048x10240 | best: 208.8(mean) 208.7(median) 210.2(max) TFLOPS
26 | 206.1(mean) 206.0(median) 207.8(max) @ 1024x2048x11264 | best: 208.8(mean) 208.7(median) 210.2(max) TFLOPS
27 | 209.0(mean) 209.5(median) 210.0(max) @ 1024x2048x12288 | best: 209.0(mean) 209.5(median) 210.2(max) TFLOPS
28 | 210.9(mean) 211.3(median) 211.6(max) @ 1024x2048x13312 | best: 210.9(mean) 211.3(median) 211.6(max) TFLOPS
29 | 211.0(mean) 211.2(median) 212.8(max) @ 1024x2048x14336 | best: 211.0(mean) 211.3(median) 212.8(max) TFLOPS
30 | 208.0(mean) 208.3(median) 210.4(max) @ 1024x2048x15360 | best: 211.0(mean) 211.3(median) 212.8(max) TFLOPS