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Diffstat (limited to 'runs/slurm_logs/14632866_test_opt.out')
| -rw-r--r-- | runs/slurm_logs/14632866_test_opt.out | 28 |
1 files changed, 28 insertions, 0 deletions
diff --git a/runs/slurm_logs/14632866_test_opt.out b/runs/slurm_logs/14632866_test_opt.out new file mode 100644 index 0000000..37d9f21 --- /dev/null +++ b/runs/slurm_logs/14632866_test_opt.out @@ -0,0 +1,28 @@ +Testing optimized SpikingVGG forward... +Testing on device: cuda +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: 3.7419 ✓ + +[Test 3] Backward pass... + Loss: 7.8463 ✓ + Gradient norm: 31.7484 ✓ + No NaN gradients ✓ + +[Test 4] Multiple training steps... + Step 1: loss=7.9773, λ=3.7339 + Step 2: loss=13.1875, λ=4.3379 + Step 3: loss=8.0979, λ=3.7268 + Step 4: loss=9.2944, λ=3.9946 + Step 5: loss=10.2174, λ=3.8627 + +================================================== +ALL TESTS PASSED! +================================================== +Done! |