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58 Commits

Author SHA1 Message Date
Emilio Cota
1c0374e770 [mlir] Add polynomial approximation for math::Log1p 
This approximation matches the one in Eigen.

```
name                      old cpu/op  new cpu/op  delta
BM_mlir_Log1p_f32/10      83.2ns ± 7%  34.8ns ± 5%  -58.19%    (p=0.000 n=84+71)
BM_mlir_Log1p_f32/100      664ns ± 4%   129ns ± 4%  -80.57%    (p=0.000 n=82+82)
BM_mlir_Log1p_f32/1k      6.75µs ± 4%  0.81µs ± 3%  -88.07%    (p=0.000 n=88+79)
BM_mlir_Log1p_f32/10k     76.5µs ± 3%   7.8µs ± 4%  -89.84%    (p=0.000 n=80+80)
BM_eigen_s_Log1p_f32/10   70.1ns ±14%  72.6ns ±14%   +3.49%  (p=0.000 n=116+112)
BM_eigen_s_Log1p_f32/100   706ns ± 9%   717ns ± 3%   +1.60%   (p=0.018 n=117+80)
BM_eigen_s_Log1p_f32/1k   8.26µs ± 1%  8.26µs ± 1%     ~       (p=0.567 n=84+86)
BM_eigen_s_Log1p_f32/10k  92.1µs ± 5%  92.6µs ± 6%   +0.60%  (p=0.047 n=115+115)
BM_eigen_v_Log1p_f32/10   31.8ns ±24%  34.9ns ±17%   +9.72%    (p=0.000 n=98+96)
BM_eigen_v_Log1p_f32/100   169ns ±10%   177ns ± 5%   +4.66%   (p=0.000 n=119+81)
BM_eigen_v_Log1p_f32/1k   1.42µs ± 4%  1.46µs ± 8%   +2.70%   (p=0.000 n=93+113)
BM_eigen_v_Log1p_f32/10k  14.4µs ± 5%  14.9µs ± 8%   +3.61%  (p=0.000 n=115+110)
```

Reviewed By: ezhulenev, ftynse

Differential Revision: https://reviews.llvm.org/D101765
 2021-05-03 15:11:37 -07:00
Chris Lattner
dc4e913be9 [PatternMatch] Big mechanical rename OwningRewritePatternList -> RewritePatternSet and insert -> add. NFC 
This doesn't change APIs, this just cleans up the many in-tree uses of these
names to use the new preferred names.  We'll keep the old names around for a
couple weeks to help transitions.

Differential Revision: https://reviews.llvm.org/D99127
 2021-03-22 17:20:50 -07:00
Chris Lattner
3a506b31a3 Change OwningRewritePatternList to carry an MLIRContext with it. 
This updates the codebase to pass the context when creating an instance of
OwningRewritePatternList, and starts removing extraneous MLIRContext
parameters.  There are many many more to be removed.

Differential Revision: https://reviews.llvm.org/D99028
 2021-03-21 10:06:31 -07:00
Eugene Zhulenev
39b2cd4009 [mlir] Annotate functions used only in debug mode with LLVM_ATTRIBUTE_UNUSED 
Functions used only in `assert` cause warnings in release mode

Reviewed By: mehdi_amini, dcaballe, ftynse

Differential Revision: https://reviews.llvm.org/D98476
 2021-03-12 11:25:46 -08:00
Emilio Cota
c0891706bc [mlir] Add polynomial approximation for math::Log2 
```
name                     old cpu/op  new cpu/op  delta
BM_mlir_Log2_f32/10       134ns ±15%    45ns ± 4%  -66.39%  (p=0.000 n=20+17)
BM_mlir_Log2_f32/100     1.03µs ±16%  0.12µs ±10%  -88.78%  (p=0.000 n=20+18)
BM_mlir_Log2_f32/1k      10.3µs ±16%   0.7µs ± 5%  -93.24%  (p=0.000 n=20+17)
BM_mlir_Log2_f32/10k      104µs ±15%     7µs ±14%  -93.25%  (p=0.000 n=20+20)
BM_eigen_s_Log2_f32/10   95.3ns ±17%  90.9ns ± 6%     ~     (p=0.228 n=20+18)
BM_eigen_s_Log2_f32/100   907ns ± 3%   911ns ± 6%     ~     (p=0.539 n=16+20)
BM_eigen_s_Log2_f32/1k   9.88µs ± 4%  9.85µs ± 3%     ~     (p=0.790 n=16+17)
BM_eigen_s_Log2_f32/10k   105µs ±10%   110µs ±16%     ~     (p=0.459 n=16+20)
BM_eigen_v_Log2_f32/10   32.5ns ±31%  33.9ns ±14%   +4.31%  (p=0.028 n=17+20)
BM_eigen_v_Log2_f32/100   176ns ± 8%   180ns ± 7%   +2.19%  (p=0.045 n=16+17)
BM_eigen_v_Log2_f32/1k   1.44µs ± 4%  1.50µs ± 9%   +3.91%  (p=0.001 n=16+17)
BM_eigen_v_Log2_f32/10k  14.5µs ±10%  15.0µs ± 8%   +3.92%  (p=0.002 n=16+19)
```

Reviewed By: ezhulenev

Differential Revision: https://reviews.llvm.org/D98282
 2021-03-10 14:49:22 -08:00
Ahmed Taei
ea7f211b2e [mlir] Add polynomial approximation for math::ExpOp 
Similar to fast_exp in https://github.com/boulos/syrah

Differential Revision: https://reviews.llvm.org/D97599
 2021-03-01 11:02:07 -08:00
Eugene Zhulenev
ce976d2db3 [mlir] Add polynomial approximation for math::LogOp (using builders API) 
Replace math::LogOp with an approximations from the the Julien Pommier's SSE math library

Link: http://gruntthepeon.free.fr/ssemath

Reviewed By: asaadaldien

Differential Revision: https://reviews.llvm.org/D97304
 2021-02-24 07:50:25 -08:00
Eugene Zhulenev
f99ccf6516 [mlir] Add math polynomial approximation pass 
This gives ~30x speedup compared to expanding Tanh into exp operations:

```
name                  old cpu/op  new cpu/op  delta
BM_mlir_Tanh_f32/10    253ns ± 3%    55ns ± 7%  -78.35%  (p=0.000 n=44+41)
BM_mlir_Tanh_f32/100  2.21µs ± 4%  0.14µs ± 8%  -93.85%  (p=0.000 n=48+49)
BM_mlir_Tanh_f32/1k   22.6µs ± 4%   0.7µs ± 5%  -96.68%  (p=0.000 n=32+42)
BM_mlir_Tanh_f32/10k   225µs ± 5%     7µs ± 6%  -96.88%  (p=0.000 n=49+55)

name                  old time/op             new time/op             delta
BM_mlir_Tanh_f32/10    259ns ± 1%               56ns ± 2%  -78.31%        (p=0.000 n=41+39)
BM_mlir_Tanh_f32/100  2.27µs ± 1%             0.14µs ± 5%  -93.89%        (p=0.000 n=46+49)
BM_mlir_Tanh_f32/1k   22.9µs ± 1%              0.8µs ± 4%  -96.67%        (p=0.000 n=30+42)
BM_mlir_Tanh_f32/10k   230µs ± 0%                7µs ± 3%  -96.88%        (p=0.000 n=37+55)
```

This approximations is based on Eigen::generic_fast_tanh function

Reviewed By: mehdi_amini

Differential Revision: https://reviews.llvm.org/D96739
 2021-02-19 12:43:36 -08:00