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165 Commits

Author SHA1 Message Date
youben11
60b2cfd9b7 feat: support more dtype for scalars/tensors 
dtype supported now: uint8, uint16, uint32, uint64
 2021-12-13 17:40:28 +01:00
youben11
550318f67e feat: support different numpy object types as input 
- Scalar types: int, np.uint8 (to extend with other types later), and np.ndarray with shape == ()
- Tensor types: np.ndarray
 2021-12-13 17:40:28 +01:00
Andi Drebes
16d0502f56 fix(compiler): Initialize strides of memref parameters when JIT-invoking a function 
Upon invocation of a function with memref arguments, the strides for
all dimensions are currently set to 0. This causes dynamic offsets to
be calculated incorrectly in the function body.

This patch replaces the placeholder values with the actual strides for
each dimension and adds a test with parametric slice extraction from a
tensor that triggers dynamic indexing.
 2021-12-13 15:20:54 +01:00
Antoniu Pop
bb44124999 feat(dfr): add the DFR (DataFlow Runtime). 2021-12-08 18:35:29 +00:00
rudy
cc58608589 chore(Lambda): simplify, extract, enhance message for bit width rounding 
bit with rounding: 5bit element is widen to a standard 8bit word
 2021-12-07 15:29:05 +01:00
rudy
2c56a26c75 fix(Lambda): missing superfluous check in setArg 
[----------] Global test environment tear-down
[==========] 7 tests from 1 test suite ran. (1513 ms total)
[  PASSED  ] 7 tests.

  YOU HAVE 2 DISABLED TESTS
 2021-12-07 15:29:05 +01:00
rudy
47b4b667bb fix(Lambda): #253 fix the bug about Lambda parameter number verification 
[----------] Global test environment tear-down
[==========] 6 tests from 1 test suite ran. (1513 ms total)
[  PASSED  ] 6 tests.

  YOU HAVE 3 DISABLED TESTS

Compared to previous commit, a fatal test is disabled
 2021-12-07 15:29:05 +01:00
rudy
9a09afaa80 bug(Lambda): #253 reactivate the bug about Lambda parameter number verification 
[----------] Global test environment tear-down
[==========] 6 tests from 1 test suite ran. (1327 ms total)
[  PASSED  ] 5 tests.
[  FAILED  ] 1 test, listed below:
[  FAILED  ] Lambda_check_param.scalar_tensor_to_tensor_good_number_param

 1 FAILED TEST
  YOU HAVE 3 DISABLED TESTS
 2021-12-07 15:29:05 +01:00
rudy
cc9186d60d feat(tests): test lambda call with bad number of parameters or bad parameters 
[----------] Global test environment tear-down
[==========] 6 tests from 1 test suite ran. (1402 ms total)
[  PASSED  ] 6 tests.

  YOU HAVE 3 DISABLED TESTS

2 tests are disabled because execution is fatal
 2021-12-07 15:29:05 +01:00
Mayeul@Zama
dad4390518 feat(compiler): add a key cache 2021-12-07 12:11:56 +01:00
Mayeul@Zama
f193fd71a2 fix(compiler): fix mixed-up (g)lwe dimension/size 
add dimension -> size conversion
rename k -> glweDimension, polynomialSize -> logPolynomialSize
remove (in/out)putLweSize from KeySwitchLweOp
remove GlweSizeType from LowLFHE
 2021-12-07 12:11:56 +01:00
Quentin Bourgerie
bb1add2a6f enhance(compiler): Remove the restriction of analysis on the HLFHELinalg.dot 
While the manp analysis wasn't handle tensor the dot operation restrict the operands to come from a block argument. Since the tensor are handled in the manp pass this restriction has no more meaning.
 2021-12-07 11:17:33 +01:00
Andi Drebes
d2b2934f1f test(compiler): Add unit tests for the lowering of HLFHELinalg.zero to linalg 2021-12-02 11:38:44 +01:00
Mayeul@Zama
693a12dce4 fix(tests): use true instead of casted "true" 2021-12-02 11:19:19 +01:00
Quentin Bourgerie
fb58dcc59d enhance(compiler/lowlfhe): Give the runtime context as function argument instead of a global variable (close #195) 2021-12-02 10:56:47 +01:00
Andi Drebes
99fe188e66 fix(tests): Define defaultV0Constraints in a single place 
The variable `defaultV0Constraints` is defined in multiple source
files for unit test, but missing in other tests. Put a single, extern
declaration in `globals.h` and the definition in `globals.cc`.
 2021-12-02 10:10:53 +01:00
Andi Drebes
bf9a831c3d test(compiler): Add unit tests for HLFHELinalg.zero 
Add unit tests for `HLFHELinalg.zero`, including a test for the
integration into the MANP pass.
 2021-12-01 11:24:27 +01:00
rudy
975ee86a5e feat(compiler): add --compile option 
Resolves #196
 2021-11-30 17:42:28 +01:00
Quentin Bourgerie
b1e7a66b09 cleanup(compiler/lowlfhe): Remove useless LowLFHE ops and types 
Some of these operators/types could be usefull but they are not yet use on the compiler pipeline it's preferable to remove them, and reintroduce if needed.
 2021-11-30 16:11:33 +01:00
Mayeul@Zama
94b8070b3f tests(compiler): make FileCheck tests stricter 2021-11-24 14:18:38 +01:00
Quentin Bourgerie
ddbafd713d feat(compiler): Add the HLFHELinalg.matmul_int_eint operator 2021-11-24 09:19:25 +01:00
Quentin Bourgerie
ec8387843b cleanup(compiler/test): Fix warning in hlfhelinalg end to end tests about comparaison between signed and unsigned integers 2021-11-17 14:19:15 +01:00
Quentin Bourgerie
e0af1523bc cleanup(compiler/test): Formatting of mlir test string 2021-11-17 14:19:15 +01:00
Quentin Bourgerie
100862e484 feat(compiler): Add the support of linalg.tensor_expand_shape and linalg.tensor_collapse_shape on encrypted tensors 2021-11-17 14:19:15 +01:00
youben11
36413235c5 feat(compiler): lower HLFHELinalg.apply_multi_lut 
Support broadcasting
 2021-11-15 11:25:44 +01:00
youben11
ac7f1f5a6b feat(compiler): add HLFHELinalg.apply_multi_lut 
Apply a lookup table on the different elements of the encrypted tensors,
but using different lookup tables.

MANP support as well as tests
 2021-11-15 11:25:44 +01:00
Quentin Bourgerie
5df775a51b feat(compiler): MANP Analysis of HLFHELinalg.matmul (closes #178) 2021-11-12 16:50:29 +01:00
Quentin Bourgerie
af0819c403 feat(compiler): Lower HLFHELinalg.matmul_eint_int to linalg.generic (close #177) 2021-11-12 16:50:29 +01:00
Quentin Bourgerie
12b4771405 feat(compiler/linalg): Definition of HLFHELinalg.matmul_eint_int (closes #176) 2021-11-12 16:50:29 +01:00
youben11
7c83994c7f fix(compiler): don't try to broadcast when dims are equals with value 1 2021-11-12 15:07:08 +01:00
Andi Drebes
d1960a2a7f test(compiler): Add test for lambdas returning tensors of different integer types 
Add tests with lambdas returning constant n-dimensional tensors
composed of different integer types (uint8_t, uint16_t, uint32_t, and
uint64_t).
 2021-11-12 12:00:39 +01:00
youben11
6df9f09e48 feat(compiler): lower HLFHELinalg.neg_eint 2021-11-10 15:24:31 +01:00
youben11
99d6d11616 feat(compiler): support HLFHELinalg.neg_eint in MANP 2021-11-10 15:24:31 +01:00
youben11
d9adbab036 feat(compiler): add HLFHELinalg.neg_eint op 2021-11-10 15:24:31 +01:00
youben11
ba40f5582a test(compiler): test HLFHE.neg_eint execution 2021-11-10 15:24:31 +01:00
youben11
efacd7d8a1 feat(compiler): support HLFHE.neg_eint in MANP 2021-11-10 15:24:31 +01:00
youben11
08869bc998 chore: separate unittests into different executables 
it's easier to run a specific set of tests if they are into separate
executable. We shouldn't have to run them all for testing a specific set
of tests
 2021-11-10 15:24:21 +01:00
youben11
aee493392b feat(compiler): lower neg_eint from HLFHE to LowLFHE 2021-11-10 15:24:21 +01:00
youben11
c1cd6bb380 feat(compiler): add MidLFHE.neg_glwe op 2021-11-10 15:24:06 +01:00
youben11
cc4e403e7a feat(compiler): add HLFHE.neg_eint op 2021-11-10 14:52:35 +01:00
Andi Drebes
47cb4b0e70 fix(compiler): HLFHELinalg JIT tests: Use immutable ArrayRefs for tensor arguments 
Fix compiler warnings related to the conversion from const pointers to
mutable pointers in `tests/unittest/end_to_end_jit_hlfhelinalg.cc`.
 2021-11-10 11:25:35 +01:00
Andi Drebes
8cd893a7fd fix(compiler): JIT unit tests: Remove unused variables 
Remove unused variable `pos` in `End2EndJit_ClearTensor_2D::extract`
and `End2EndJit_EncryptedTensor_2D::extract` to avoid warnings on
compilation.
 2021-11-10 11:25:35 +01:00
Andi Drebes
5cc551dd4f fix(compiler): JIT unit tests: Don't compare expressions of different signedness 
Fix compiler warnings in `end_to_end_jit_clear_tensor.cc` and
`end_to_end_jit_encrypted_tensor.cc` due to the comparison of integer
expressions of different signedness.
 2021-11-10 11:25:35 +01:00
rudy
97389a3b06 Move HLFHE.dot_eint_int to HLFHELinalg. 
Resolves #183
 2021-11-09 11:39:08 +01:00
Andi Drebes
c401b5ae44 test(compiler): Add JIT test returning multi-dimensional TensorLambdaArgument 2021-11-08 12:00:20 +01:00
youben11
59e859177c refactor: replace ExecutionArg by TensorLambdaArg 
This add support for tensor inputs from the python bindings
 2021-11-08 11:55:02 +01:00
youben11
b501e3d6c0 feat(python): support functions returning tensors 2021-11-08 11:55:02 +01:00
youben11
badc8e44bf test(comiler): add tests for result tensor when calling Lambda::operator() 
Lambda::operator()<unique_ptr<LambdaArgument>> was giving bad results
when using tensors due to bad references. Now it's fixed and we want to
spot that in the future.
 2021-11-04 19:07:54 +01:00
Andi Drebes
3d6ad06f46 test(compiler): Add tests for JitCompilerEngine::Lambda with a generic result 2021-11-03 18:32:06 +01:00
youben11
97ee8134ed fix(python): register hlfhelinalg dialect 2021-11-03 15:37:43 +01:00