anishsapkota commented on PR #1843:
URL: https://github.com/apache/systemds/pull/1843#issuecomment-1722585242
**image_rotate**
SystemDS Statistics:
Total elapsed time: 1,842 sec.
Total compilation time: 0,042 sec.
**Total execution time: 1,800 sec.**
Number of compiled Spark inst: 1.
Number of executed Spark inst: 0.
Cache hits (Mem/Li/WB/FS/HDFS): 1835090/0/0/0/1.
Cache writes (Li/WB/FS/HDFS): 3/14/0/1.
Cache times (ACQr/m, RLS, EXP): 0,946/0,352/1,060/0,058 sec.
HOP DAGs recompiled (PRED, SB): 0/0.
HOP DAGs recompile time: 0,167 sec.
Spark ctx create time (lazy): 0,000 sec.
Spark trans counts (par,bc,col):0/0/0.
Spark trans times (par,bc,col): 0,000/0,000/0,000 secs.
Spark async. count (pf,bc,op): 0/0/0.
ParFor loops optimized: 1.
ParFor optimize time: 0,001 sec.
ParFor initialize time: 0,004 sec.
ParFor result merge time: 0,028 sec.
ParFor total update in-place: 0/262144/262168
Total JIT compile time: 36.02 sec.
Total JVM GC count: 175.
Total JVM GC time: 0.374 sec.
Heavy hitter instructions:
# Instruction Time(s) Count
1 rightIndex 3,288 786443
**2 m_img_rotate 1,711 1**
**3 m_img_transform 1,711 1**
4 rmvar 1,434 2359350
5 leftIndex 1,213 262168
6 createvar 0,997 1048631
7 castdts 0,846 524294
8 && 0,544 786432
9 mvvar 0,392 524300
10 < 0,355 524288
**image_cutout**
SystemDS Statistics:
Total elapsed time: 0,108 sec.
Total compilation time: 0,042 sec.
**Total execution time: 0,065 sec.**
Number of compiled Spark inst: 1.
Number of executed Spark inst: 0.
Cache hits (Mem/Li/WB/FS/HDFS): 2/0/0/0/1.
Cache writes (Li/WB/FS/HDFS): 0/1/0/1.
Cache times (ACQr/m, RLS, EXP): 0,032/0,000/0,000/0,033 sec.
HOP DAGs recompiled (PRED, SB): 0/0.
HOP DAGs recompile time: 0,000 sec.
Spark ctx create time (lazy): 0,000 sec.
Spark trans counts (par,bc,col):0/0/0.
Spark trans times (par,bc,col): 0,000/0,000/0,000 secs.
Spark async. count (pf,bc,op): 0/0/0.
Total JIT compile time: 13.577 sec.
Total JVM GC count: 176.
Total JVM GC time: 0.368 sec.
Heavy hitter instructions:
# Instruction Time(s) Count
1 write 0,033 1
**2 sp_rblk 0,032 1**
3 rmvar 0,001 2
4 leftIndex 0,000 1
5 rand 0,000 1
6 createvar 0,000 4
7 + 0,000 2
8 < 0,000 1
9 mvvar 0,000 8
10 - 0,000 2
**image_crop**
New w/h=409.0/409.0
SystemDS Statistics:
Total elapsed time: 0,134 sec.
Total compilation time: 0,029 sec.
**Total execution time: 0,105 sec.**
Number of compiled Spark inst: 1.
Number of executed Spark inst: 0.
Cache hits (Mem/Li/WB/FS/HDFS): 9/0/0/0/1.
Cache writes (Li/WB/FS/HDFS): 1/8/0/1.
Cache times (ACQr/m, RLS, EXP): 0,037/0,000/0,000/0,063 sec.
HOP DAGs recompiled (PRED, SB): 0/0.
HOP DAGs recompile time: 0,000 sec.
Spark ctx create time (lazy): 0,000 sec.
Spark trans counts (par,bc,col):0/0/0.
Spark trans times (par,bc,col): 0,000/0,000/0,000 secs.
Spark async. count (pf,bc,op): 0/0/0.
Total JIT compile time: 36.052 sec.
Total JVM GC count: 176.
Total JVM GC time: 0.367 sec.
Heavy hitter instructions:
# Instruction Time(s) Count
1 write 0,063 1
2 sp_rblk 0,037 1
**3 m_img_crop 0,005 1**
4 - 0,002 4
5 rmempty 0,001 1
6 rshape 0,000 3
7 rmvar 0,000 8
8 + 0,000 8
9 leftIndex 0,000 1
10 rand 0,000 2
**image_translate**
SystemDS Statistics:
Total elapsed time: 0,166 sec.
Total compilation time: 0,049 sec.
**Total execution time: 0,117 sec.**
Number of compiled Spark inst: 1.
Number of executed Spark inst: 0.
Cache hits (Mem/Li/WB/FS/HDFS): 3/0/0/0/1.
Cache writes (Li/WB/FS/HDFS): 0/3/0/1.
Cache times (ACQr/m, RLS, EXP): 0,039/0,000/0,000/0,077 sec.
HOP DAGs recompiled (PRED, SB): 0/0.
HOP DAGs recompile time: 0,000 sec.
Spark ctx create time (lazy): 0,000 sec.
Spark trans counts (par,bc,col):0/0/0.
Spark trans times (par,bc,col): 0,000/0,000/0,000 secs.
Spark async. count (pf,bc,op): 0/0/0.
Total JIT compile time: 13.584 sec.
Total JVM GC count: 176.
Total JVM GC time: 0.367 sec.
Heavy hitter instructions:
# Instruction Time(s) Count
1 write 0,077 1
2 sp_rblk 0,039 1
**3 m_img_translate 0,001 1**
4 leftIndex 0,000 1
5 rmvar 0,000 12
6 rand 0,000 1
7 rightIndex 0,000 1
8 createvar 0,000 5
9 < 0,000 8
10 mvvar 0,000 10
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