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ENH: Update MLIR backend to LLVM 20.dev
#787
Closed
Comparing
llvm-nightly-test
(
32abcf0
) with
main
(
db60537
)
CodSpeed Performance Gauge
-32%
Regression
10
Untouched
330
Benchmarks
Mode
CPU Simulation
Wall Time
Memory
Status
Regression
Untouched
340 total
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_elemwise[f=<built-in function mul>-backend='Finch'-side=100]
benchmarks/test_elemwise.py
CodSpeed Performance Gauge
-32%
694 µs
1,021.2 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_elemwise[f=<built-in function mul>-backend='Finch'-side=500]
benchmarks/test_elemwise.py
CodSpeed Performance Gauge
-32%
713.3 µs
1,045.9 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_elemwise[f=<built-in function add>-backend='Finch'-side=100]
benchmarks/test_elemwise.py
CodSpeed Performance Gauge
-31%
713.7 µs
1,037.5 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_elemwise[f=<built-in function mul>-backend='Finch'-side=1000]
benchmarks/test_elemwise.py
CodSpeed Performance Gauge
-31%
736.4 µs
1,068.9 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_elemwise[f=<built-in function add>-backend='Finch'-side=500]
benchmarks/test_elemwise.py
CodSpeed Performance Gauge
-25%
882.4 µs
1,175.5 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_elemwise[f=<built-in function gt>-backend='Finch'-side=100]
benchmarks/test_elemwise.py
CodSpeed Performance Gauge
-25%
708.9 µs
940.2 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_elemwise[f=<built-in function gt>-backend='Finch'-side=500]
benchmarks/test_elemwise.py
CodSpeed Performance Gauge
-21%
879.6 µs
1,109.9 µs
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_index_slice[side=100-rank=2-format='gcxs']
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
-20%
2.2 ms
2.7 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_elemwise[f=<built-in function add>-backend='Finch'-side=1000]
benchmarks/test_elemwise.py
CodSpeed Performance Gauge
-17%
1.5 ms
1.8 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_elemwise[f=<built-in function gt>-backend='Finch'-side=1000]
benchmarks/test_elemwise.py
CodSpeed Performance Gauge
-14%
1.4 ms
1.7 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_elemwise[f=<built-in function add>-backend='Numba'-side=100]
benchmarks/test_elemwise.py
CodSpeed Performance Gauge
+4%
4 ms
3.8 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_elemwise[f=<built-in function add>-backend='Numba'-side=500]
benchmarks/test_elemwise.py
CodSpeed Performance Gauge
+4%
4.4 ms
4.2 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_index_fancy[side=100-rank=3-format='coo']
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
+2%
3.6 ms
3.5 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_index_fancy[side=1000-rank=2-format='gcxs']
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
+2%
6.6 ms
6.5 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_index_fancy[side=100-rank=3-format='gcxs']
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
+2%
7.2 ms
7.1 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=10-n=20-p=50-q=50-COO]
benchmarks/test_tensordot.py
CodSpeed Performance Gauge
+1%
4 ms
4 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_index_fancy[side=1000-rank=2-format='coo']
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
+1%
4.6 ms
4.5 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_matmul[m=200-n=1000-p=1000-gcxs]
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
+1%
8 ms
7.9 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_matmul[m=500-n=1000-p=500-coo]
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
+1%
12.3 ms
12.2 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_tensordot[left_index=1-right_index=1-left_format='coo'-right_format='dense'-m=50-n=10-p=50-q=10-COO]
benchmarks/test_tensordot.py
CodSpeed Performance Gauge
+1%
2.7 ms
2.7 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_elemwise[side=100-rank=3-format='coo'-add]
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
+1%
22.1 ms
21.9 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_index_scalar[side=500-rank=2-format='gcxs']
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
+1%
1.5 ms
1.5 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_matmul[m=500-n=1000-p=500-gcxs]
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
+1%
16.2 ms
16.1 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_index_scalar[side=1000-rank=2-format='gcxs']
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
+1%
1.5 ms
1.5 ms
Uses the
CPU Simulation instrument
to collect CPU performance metrics.
test_index_scalar[side=100-rank=2-format='gcxs']
benchmarks/test_benchmark_coo.py
CodSpeed Performance Gauge
+1%
1.5 ms
1.5 ms
1
2
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14
Commits
Click on a commit to change the comparison range
Base
main
db60537
-32.04%
ENH: Update MLIR backend to LLVM 20.dev
32abcf0
1 year ago
by mtsokol
© 2026 CodSpeed Technology
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