text
stringlengths
0
236
3375 | 227.0(mean) 227.2(median) 227.7(max) @ 15360x15360x15360 | best: 234.4(mean) 234.3(median) 235.6(max) TFLOPS
Tried 3375 shapes => the best outcomes were:
mean: 234.4 TFLOPS @ 3072x7168x4096 (MxNxK)
median: 234.3 TFLOPS @ 3072x7168x4096 (MxNxK)
max: 235.6 TFLOPS @ 3072x7168x4096 (MxNxK)
geomean: 214.5 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: 0:44:47
Benchmark started on 2025-10-20 18:46:53
** 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=2025-10-20-18:46:49.txt --power_limit 600
** 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: 600W
** Critical software versions:
- torch=2.9.0+cu128
- cuda=12.8
** Critical environment variables:
- PYTORCH_TUNABLEOP_ENABLED=0
** Additional notes:
- benchmark version: 2
--------------------------------------------------------------------------------
Warming up the accelerator for 30 secs ... accelerator warmup finished
1 | 93.6(mean) 95.3(median) 97.3(max) @ 1024x1024x1024 | best: 93.6(mean) 95.3(median) 97.3(max) TFLOPS
2 | 123.6(mean) 123.4(median) 131.1(max) @ 1024x1024x2048 | best: 123.6(mean) 123.4(median) 131.1(max) TFLOPS
3 | 141.5(mean) 142.9(median) 144.3(max) @ 1024x1024x3072 | best: 141.5(mean) 142.9(median) 144.3(max) TFLOPS
4 | 149.8(mean) 149.8(median) 152.5(max) @ 1024x1024x4096 | best: 149.8(mean) 149.8(median) 152.5(max) TFLOPS
5 | 156.8(mean) 157.9(median) 159.8(max) @ 1024x1024x5120 | best: 156.8(mean) 157.9(median) 159.8(max) TFLOPS
6 | 161.3(mean) 161.3(median) 163.3(max) @ 1024x1024x6144 | best: 161.3(mean) 161.3(median) 163.3(max) TFLOPS
7 | 163.6(mean) 163.1(median) 167.5(max) @ 1024x1024x7168 | best: 163.6(mean) 163.1(median) 167.5(max) TFLOPS
8 | 181.2(mean) 182.2(median) 183.0(max) @ 1024x1024x8192 | best: 181.2(mean) 182.2(median) 183.0(max) TFLOPS
9 | 185.3(mean) 185.0(median) 188.7(max) @ 1024x1024x9216 | best: 185.3(mean) 185.0(median) 188.7(max) TFLOPS
10 | 190.7(mean) 190.7(median) 191.4(max) @ 1024x1024x10240 | best: 190.7(mean) 190.7(median) 191.4(max) TFLOPS
11 | 189.2(mean) 189.1(median) 191.1(max) @ 1024x1024x11264 | best: 190.7(mean) 190.7(median) 191.4(max) TFLOPS
12 | 193.6(mean) 193.5(median) 195.1(max) @ 1024x1024x12288 | best: 193.6(mean) 193.5(median) 195.1(max) TFLOPS
13 | 197.3(mean) 197.5(median) 198.1(max) @ 1024x1024x13312 | best: 197.3(mean) 197.5(median) 198.1(max) TFLOPS
14 | 199.7(mean) 199.7(median) 201.5(max) @ 1024x1024x14336 | best: 199.7(mean) 199.7(median) 201.5(max) TFLOPS
15 | 201.8(mean) 201.6(median) 204.3(max) @ 1024x1024x15360 | best: 201.8(mean) 201.6(median) 204.3(max) TFLOPS
16 | 150.4(mean) 149.9(median) 157.2(max) @ 1024x2048x1024 | best: 201.8(mean) 201.6(median) 204.3(max) TFLOPS
17 | 168.2(mean) 167.9(median) 172.4(max) @ 1024x2048x2048 | best: 201.8(mean) 201.6(median) 204.3(max) TFLOPS
18 | 175.0(mean) 174.8(median) 177.2(max) @ 1024x2048x3072 | best: 201.8(mean) 201.6(median) 204.3(max) TFLOPS
19 | 178.6(mean) 178.5(median) 179.7(max) @ 1024x2048x4096 | best: 201.8(mean) 201.6(median) 204.3(max) TFLOPS
20 | 178.2(mean) 178.1(median) 181.3(max) @ 1024x2048x5120 | best: 201.8(mean) 201.6(median) 204.3(max) TFLOPS
21 | 179.9(mean) 179.8(median) 181.4(max) @ 1024x2048x6144 | best: 201.8(mean) 201.6(median) 204.3(max) TFLOPS
22 | 180.8(mean) 181.2(median) 181.7(max) @ 1024x2048x7168 | best: 201.8(mean) 201.6(median) 204.3(max) TFLOPS
23 | 175.5(mean) 174.9(median) 177.0(max) @ 1024x2048x8192 | best: 201.8(mean) 201.6(median) 204.3(max) TFLOPS
24 | 176.8(mean) 176.4(median) 178.4(max) @ 1024x2048x9216 | best: 201.8(mean) 201.6(median) 204.3(max) TFLOPS
25 | 211.8(mean) 211.8(median) 212.9(max) @ 1024x2048x10240 | best: 211.8(mean) 211.8(median) 212.9(max) TFLOPS
26 | 209.5(mean) 209.7(median) 210.1(max) @ 1024x2048x11264 | best: 211.8(mean) 211.8(median) 212.9(max) TFLOPS
27 | 208.2(mean) 211.5(median) 213.5(max) @ 1024x2048x12288 | best: 211.8(mean) 211.8(median) 213.5(max) TFLOPS
28 | 214.6(mean) 214.7(median) 215.5(max) @ 1024x2048x13312 | best: 214.6(mean) 214.7(median) 215.5(max) TFLOPS
29 | 216.4(mean) 215.9(median) 217.8(max) @ 1024x2048x14336 | best: 216.4(mean) 215.9(median) 217.8(max) TFLOPS
30 | 218.5(mean) 218.5(median) 219.2(max) @ 1024x2048x15360 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
31 | 121.2(mean) 121.1(median) 122.0(max) @ 1024x3072x1024 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
32 | 128.7(mean) 128.8(median) 131.1(max) @ 1024x3072x2048 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
33 | 131.5(mean) 131.3(median) 133.2(max) @ 1024x3072x3072 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
34 | 133.9(mean) 133.8(median) 134.8(max) @ 1024x3072x4096 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
35 | 134.7(mean) 134.5(median) 135.6(max) @ 1024x3072x5120 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
36 | 135.8(mean) 135.6(median) 136.8(max) @ 1024x3072x6144 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
37 | 136.5(mean) 136.6(median) 137.2(max) @ 1024x3072x7168 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
38 | 198.2(mean) 198.2(median) 199.2(max) @ 1024x3072x8192 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
39 | 200.7(mean) 200.8(median) 201.5(max) @ 1024x3072x9216 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
40 | 199.8(mean) 200.2(median) 200.6(max) @ 1024x3072x10240 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
41 | 202.0(mean) 202.3(median) 202.6(max) @ 1024x3072x11264 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
42 | 203.7(mean) 204.0(median) 204.3(max) @ 1024x3072x12288 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
43 | 202.6(mean) 202.4(median) 203.5(max) @ 1024x3072x13312 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
44 | 204.3(mean) 204.4(median) 205.0(max) @ 1024x3072x14336 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
45 | 205.3(mean) 205.2(median) 206.2(max) @ 1024x3072x15360 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
46 | 160.4(mean) 160.5(median) 161.4(max) @ 1024x4096x1024 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
47 | 170.5(mean) 170.7(median) 172.1(max) @ 1024x4096x2048 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
48 | 174.0(mean) 174.4(median) 174.9(max) @ 1024x4096x3072 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
49 | 176.9(mean) 176.3(median) 178.5(max) @ 1024x4096x4096 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
50 | 178.9(mean) 179.0(median) 179.3(max) @ 1024x4096x5120 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
51 | 179.9(mean) 179.9(median) 181.3(max) @ 1024x4096x6144 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
52 | 181.1(mean) 181.2(median) 181.5(max) @ 1024x4096x7168 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
53 | 182.5(mean) 182.4(median) 183.4(max) @ 1024x4096x8192 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
54 | 183.3(mean) 183.2(median) 183.8(max) @ 1024x4096x9216 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
55 | 183.9(mean) 184.0(median) 184.4(max) @ 1024x4096x10240 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
56 | 184.4(mean) 184.5(median) 184.9(max) @ 1024x4096x11264 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
57 | 184.9(mean) 185.0(median) 185.4(max) @ 1024x4096x12288 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
58 | 181.8(mean) 184.8(median) 185.6(max) @ 1024x4096x13312 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
59 | 185.4(mean) 185.3(median) 185.9(max) @ 1024x4096x14336 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS
60 | 185.7(mean) 185.6(median) 186.1(max) @ 1024x4096x15360 | best: 218.5(mean) 218.5(median) 219.2(max) TFLOPS