From cd99d6b874d9d09b3bb87b8485cc787885af71f1 Mon Sep 17 00:00:00 2001 From: YurenHao0426 Date: Tue, 13 Jan 2026 23:49:05 -0600 Subject: init commit --- runs/slurm_logs/14632871_test_opt.out | 29 +++++++++++++++++++++++++++++ 1 file changed, 29 insertions(+) create mode 100644 runs/slurm_logs/14632871_test_opt.out (limited to 'runs/slurm_logs/14632871_test_opt.out') diff --git a/runs/slurm_logs/14632871_test_opt.out b/runs/slurm_logs/14632871_test_opt.out new file mode 100644 index 0000000..5478903 --- /dev/null +++ b/runs/slurm_logs/14632871_test_opt.out @@ -0,0 +1,29 @@ +Testing optimized SpikingVGG forward... +Testing on device: cuda +Using: Global delta + Global renorm (Option 1 - textbook LE) +Model depth: 6 conv layers +Parameters: 1,187,274 + +[Test 1] Forward without Lyapunov... + Logits shape: torch.Size([8, 10]) ✓ + +[Test 2] Forward with Lyapunov... + Logits shape: torch.Size([8, 10]) ✓ + Lyapunov exponent: 3.3281 ✓ + +[Test 3] Backward pass... + Loss: 5.3691 ✓ + Gradient norm: 25.8283 ✓ + No NaN gradients ✓ + +[Test 4] Multiple training steps... + Step 1: loss=7.0680, λ=3.0538 + Step 2: loss=7.3570, λ=3.2788 + Step 3: loss=8.4584, λ=2.8295 + Step 4: loss=5.7036, λ=3.3123 + Step 5: loss=7.4161, λ=3.4701 + +================================================== +ALL TESTS PASSED! +================================================== +Done! -- cgit v1.2.3