TRAINING PROGRESS
Loss:
--
Initial Loss:
--
Best Loss:
--
Improvement:
--%
Batch Size:
4
Dataset Size:
64
Steps/Epoch:
16
Epoch Progress:
0/16
LOSS CURVE (last 100 steps)
--
--
--
--
MERKLE AUDIT CHAIN
VALID
Chain Length:
0
Initial Hash:
0000000000000000
Current Hash:
0000000000000000
Recent Steps:
Awaiting first step...
DETERMINISM VERIFICATION
BIT-IDENTICAL
Run A (Primary)
----------------
Loss: --
MATCH
Run B (Replay)
----------------
Loss: --
Seed:
0x00000000
Verified Steps:
0
Hash Mismatches:
0
GRADIENT FLOW (Q8.24)
Layer 1 (4→8)
--
Layer 2 (8→4)
--
Layer 3 (4→1)
--
Max Gradient:
--
Min Gradient:
--
Gradient Norm:
--
Vanishing Risk:
LOW
OPTIMIZER STATE
Learning Rate:
0.01
Weight Decay:
0.0001
Parameter Updates:
0
Total Parameters:
53
DATA PERMUTATION (Feistel)
Current Batch:
--
--
--
--
Feistel Rounds:
4
Bijection:
VERIFIED
TIMING ANALYSIS
Forward Pass:
-- μs
Backward Pass:
-- μs
Optimizer:
-- μs
Merkle Hash:
-- μs
Total Step Time:
-- μs
Steps/Second:
--
FAULT MONITOR
ALL CLEAR
Overflow
0
Underflow
0
Domain
0
Precision
0
DVM Operations:
0
Compensated Sums:
0
SYSTEM STATUS
Activations:
Q16.16
Gradients:
Q8.24
Dynamic Alloc:
0 bytes
Float Ops:
0
Determinism:
VERIFIED
Compliance:
DO-178C / IEC 62304