diff options
Diffstat (limited to 'tests')
| -rw-r--r-- | tests/test_functional.py | 30 |
1 files changed, 15 insertions, 15 deletions
diff --git a/tests/test_functional.py b/tests/test_functional.py index d07affe..fcfdc72 100644 --- a/tests/test_functional.py +++ b/tests/test_functional.py @@ -2133,18 +2133,18 @@ def test_blockwise_cpu_large(): reldiffs = [] batch = 128 seq = 128 - hidden = 14336 - for blocksize in [4096, 16384]: - for i in range(2): - A1 = torch.randn(batch, seq, hidden, device='cpu') - t0 = time.time() - C, S = F.quantize_blockwise(A1, blocksize=blocksize) - A2 = F.dequantize_blockwise(C, S, blocksize=blocksize) - print(time.time() - t0) - diff = torch.abs(A1 - A2) - reldiff = diff / torch.abs(A1 + 1e-8) - diffs.append(diff.mean().item()) - reldiffs.append(reldiff.mean().item()) - assert diffs[-1] < 0.011 - # print(sum(diffs)/len(diffs)) - # print(sum(reldiffs)/len(reldiffs)) + for hidden in [128, 14336]: + for blocksize in [4096, 16384]: + for i in range(2): + A1 = torch.randn(batch, seq, hidden, device='cpu') + t0 = time.time() + C, S = F.quantize_blockwise(A1, blocksize=blocksize) + A2 = F.dequantize_blockwise(C, S, blocksize=blocksize) + print(time.time() - t0) + diff = torch.abs(A1 - A2) + reldiff = diff / torch.abs(A1 + 1e-8) + diffs.append(diff.mean().item()) + reldiffs.append(reldiff.mean().item()) + assert diffs[-1] < 0.011 + # print(sum(diffs)/len(diffs)) + # print(sum(reldiffs)/len(reldiffs)) |