Example catalog

Choose a module and a usage model. Each row links to one executable example and its tutorial. Start with the basic evaluator, or go to JIT compilation for reusable function execution.

Eager

Example	Tutorial	Demonstrates
01	Basic CKKS workflow	Encrypt, evaluate, and decrypt one process-local computation
02	Key creation and installation	Create typed keys from one secret and install selected evaluator capabilities
03	Modulus-chain depth	Inspect configured Q groups and the available depth budget
04	Actual scale management	Plan per-value scales and align depth independently
05	NTT reuse and late relinearization	Schedule reusable NTT operands and delay three-component reduction
06	Rotation hoisting	Request grouped rotations and compare with independent calls
07	Homogeneous batching	Use leading Tensor batch axes instead of an evaluation loop
08	Compressed plaintexts	Evaluate losslessly compressed operation-ready plaintexts

Values, Serialization, and Artifacts

Example	Tutorial	Demonstrates
09	Value movement and files	Move typed values and restore them from caller-owned files
10	Named artifacts and generations	Use logical names, collections, and generation-specific references

Compile

Example	Tutorial	Demonstrates
11	JIT compilation	Reuse a decorated function across input contents and static specializations
12	Caller-composed Compile pipeline	Select built-in transformation and scheduling passes before direct linking
13	Textual Program IR	Parse, inspect, transform, and print an open mixed-level Program
14	Custom BSGS transformation	Implement one matrix-to-BSGS rewriting pass
15	Generated Python	Export editable Eager and Backend Python at selected IR stages
16	Program materials and persistence	Name materials, save none/some/all data, and fill bindings after load

Runtime

Example	Tutorial	Demonstrates
17	Double-buffered execution	Overlap pinned-host transfers with computation in fixed CUDA buffers
18	CUDA Graph replay	Capture a fixed evaluator and replay with changing input data

Residency

Example	Tutorial	Demonstrates
19	Manual Residency	Plan placements and protect asynchronous readers with leases
20	Automatic Residency admission	Inspect and execute automatic admission under managed memory pressure

Distributed

Example	Tutorial	Demonstrates
21	Data-parallel encrypted batches	Split a global encrypted batch across ranks and restore sample order
22	Additive partial results	Partition additive terms and reduce ciphertext partials
23	RNS-sharded execution	Partition one ciphertext by prime rows and reconstruct its full basis
24	Rank-local collective IR	Express a collective using a specialized op or a generic combine region

Experimental

Example	Tutorial	Demonstrates
25	Experimental bootstrapping	Refresh a depleted ciphertext using a composable bootstrap preset
26	Experimental multiparty CKKS	Compose multiparty arithmetic with application-owned protocol state