One pip install. Zero dependencies. Start eliminating redundant memory operations immediately.
Zero dependencies. Run the benchmark, get a shareable results card with your hardware specs.
pip install atomik-core
python -m atomik_core benchmark --shareSet your initial reference state with LOAD.
from atomik_core import AtomikContext
ctx = AtomikContext()
ctx.load(0xDEADBEEF)Deltas are commutative — order doesn't matter. READ reconstructs instantly.
ctx.accum(0x0000FFFF) # XOR delta
ctx.accum(0xFF000000) # Another delta
state = ctx.read() # Reconstructed in O(1)Page-level XOR fingerprinting detects changes without comparing bytes.
from atomik_core import Fingerprint
fp = Fingerprint()
fp.load(original_data) # Set reference fingerprint
fp.update(possibly_changed) # Compare against reference
if fp.changed: # True if any bit differs
print(f"Delta: 0x{fp.delta:x}")From Python SDK to FPGA silicon — scale when you're ready.
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