Commit Graph

8 Commits

Author SHA1 Message Date
Quentin Bourgerie
ba54560680 feat(compiler): Lower HLFHELinalg binary operators 2021-10-29 12:17:38 +02:00
youben11
01757fa6d5 fix: forward errors instead of creating new ones
LLVM errors should be handled/consumed. Creating a new one and leaving
the previous one alive will crash the compiler. Whenever we don't want a
crash (e.g. logging the error is enough), but still wanna continue the
execution, we can just consume it.
2021-10-12 11:50:15 +01:00
Andi Drebes
2acfa63eb7 feat(compiler): Determine FHE circuit constraints instead of using default values
This replaces the default FHE circuit constrains (maximum encrypted
integer width of 7 bits and a Minimal Arithmetic Noise Padding of 10
with the results of the `MaxMANP` pass, which determines these values
automatically from the input program.

Since the maximum encrypted integer width and the maximum value for
the Minimal Arithmetic Noise Padding can only be derived from HLFHE
operations, the circuit constraints are determined automatically by
`zamacompiler` only if the option `--entry-dialect=hlfhe` was
specified.

For lower-level dialects, `zamacompiler` has been provided with the
options `--assume-max-eint-precision=...` and `--assume-max-manp=...`
that allow a user to specify the values for the maximum required
precision and maximum values for the Minimal Arithmetic Noise Padding.
2021-09-28 11:35:58 +02:00
Andi Drebes
30374ebb2c refactor(compiler): Introduce compilation pipeline with multiple entries / exits
This refactoring commit restructures the compilation pipeline of
`zamacompiler`, such that it is possible to enter and exit the
pipeline at different points, effectively defining the level of
abstraction at the input and the required level of abstraction for the
output.

The entry point is specified using the `--entry-dialect`
argument. Valid choices are:

  `--entry-dialect=hlfhe`:   Source contains HLFHE operations
  `--entry-dialect=midlfhe`: Source contains MidLFHE operations
  `--entry-dialect=lowlfhe`: Source contains LowLFHE operations
  `--entry-dialect=std`:     Source does not contain any FHE Operations
  `--entry-dialect=llvm`:    Source is in LLVM dialect

The exit point is defined by an action, specified using --action.

  `--action=roundtrip`:
     Parse the source file to in-memory representation and immediately
     dump as text without any processing

  `--action=dump-midlfhe`:
     Lower source to MidLFHE and dump result as text

  `--action=dump-lowlfhe`:
     Lower source to LowLFHE and dump result as text

  `--action=dump-std`:
     Lower source to only standard MLIR dialects (i.e., all FHE
     operations have already been lowered)

  `--action=dump-llvm-dialect`:
     Lower source to MLIR's LLVM dialect (i.e., the LLVM dialect, not
     LLVM IR)

  `--action=dump-llvm-ir`:
     Lower source to plain LLVM IR (i.e., not the LLVM dialect, but
     actual LLVM IR)

  `--action=dump-optimized-llvm-ir`:
     Lower source to plain LLVM IR (i.e., not the LLVM dialect, but
     actual LLVM IR), pass the result through the LLVM optimizer and
     print the result.

  `--action=dump-jit-invoke`:
     Execute the full lowering pipeline to optimized LLVM IR, JIT
     compile the result, invoke the function specified in
     `--jit-funcname` with the parameters from `--jit-args` and print
     the functions return value.
2021-09-28 11:35:58 +02:00
Quentin Bourgerie
697d4033e1 fix(compiler): typo 2021-09-06 10:26:40 +02:00
Quentin Bourgerie
af0789f128 enhance(compiler/runtime): Add runtime tools to handle tensor inputs and outputs 2021-09-06 10:26:40 +02:00
Quentin Bourgerie
8057ee7553 refactor(compiler): Prepare the MidLFHE parameters injection 2021-08-24 16:21:31 +02:00
youben11
f948db1228 feat(python): CompilerEngine to compile and run 2021-08-18 17:38:46 +02:00