Compiler refactor for thumbnail and new introspection system

[adamgerhant]

This PR is to measure performance with github actions, since I cannot get the benchmarks to work on my computer.

[github-actions]

Performance Benchmark Results

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compile_demo_art_iai::compile_group::compile_to_proto with_setup_0:load_from_name(isometric-fountain)
Instructions: 25,409,940 (master) -> 16,825,695 (HEAD) : $$\color{lime}-33.78\%$$

Detailed metrics

Baselines:                master|       HEAD
D1mr                     314,372|    164,984         -47.52%
D1mw                      98,901|     61,241         -38.08%
DLmr                      29,415|     19,803         -32.68%
DLmw                      49,442|     25,855         -47.71%
Dr                     6,149,479|  4,570,341         -25.68%
Dw                     4,355,175|  3,297,989         -24.27%
EstimatedCycles       40,156,792| 26,989,185         -32.79%
I1mr                      49,294|      1,455         -97.05%
ILmr                         874|        490         -43.94%
Ir                    25,409,940| 16,825,695         -33.78%
L1hits                35,452,027| 24,466,345         -30.99%
LLhits                   382,836|    181,532         -52.58%
RamHits                   79,731|     46,148         -42.12%
TotalRW               35,914,594| 24,694,025         -31.24%

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compile_demo_art_iai::compile_group::compile_to_proto with_setup_1:load_from_name(painted-dreams)
Instructions: 13,139,709 (master) -> 9,005,115 (HEAD) : $$\color{lime}-31.47\%$$

Detailed metrics

Baselines:                master|       HEAD
D1mr                     156,996|     89,727         -42.85%
D1mw                      50,287|     35,935         -28.54%
DLmr                         694|        872         +25.65%
DLmw                      16,435|     13,070         -20.47%
Dr                     3,182,028|  2,545,776         -20.00%
Dw                     2,243,608|  1,865,749         -16.84%
EstimatedCycles       20,029,027| 14,353,496         -28.34%
I1mr                      24,650|      1,002         -95.94%
ILmr                         736|        398         -45.92%
Ir                    13,139,709|  9,005,115         -31.47%
L1hits                18,333,412| 13,289,976         -27.51%
LLhits                   214,068|    112,324         -47.53%
RamHits                   17,865|     14,340         -19.73%
TotalRW               18,565,345| 13,416,640         -27.73%

---

compile_demo_art_iai::compile_group::compile_to_proto with_setup_2:load_from_name(procedural-string-lights)
Instructions: 2,207,512 (master) -> 1,242,191 (HEAD) : $$\color{lime}-43.73\%$$

Detailed metrics

Baselines:                master|       HEAD
D1mr                      22,567|     10,006         -55.66%
D1mw                      11,025|      6,906         -37.36%
DLmr                          19|        109        +473.68%
DLmw                       1,310|      2,023         +54.43%
Dr                       510,279|    356,544         -30.13%
Dw                       372,836|    281,541         -24.49%
EstimatedCycles        3,307,573|  2,026,092         -38.74%
I1mr                       5,277|        612         -88.40%
ILmr                         720|        392         -45.56%
Ir                     2,207,512|  1,242,191         -43.73%
L1hits                 3,051,758|  1,862,752         -38.96%
LLhits                    36,820|     15,000         -59.26%
RamHits                    2,049|      2,524         +23.18%
TotalRW                3,090,627|  1,880,276         -39.16%

---

compile_demo_art_iai::compile_group::compile_to_proto with_setup_3:load_from_name(parametric-dunescape)
Instructions: 14,456,952 (master) -> 8,935,805 (HEAD) : $$\color{lime}-38.19\%$$

Detailed metrics

Baselines:                master|       HEAD
D1mr                     186,290|     81,965         -56.00%
D1mw                      65,657|     34,582         -47.33%
DLmr                          44|        212        +381.82%
DLmw                      17,310|     10,896         -37.05%
Dr                     3,464,520|  2,491,458         -28.09%
Dw                     2,482,237|  1,845,547         -25.65%
EstimatedCycles       22,042,691| 14,087,312         -36.09%
I1mr                      21,201|        986         -95.35%
ILmr                         859|        371         -56.81%
Ir                    14,456,952|  8,935,805         -38.19%
L1hits                20,130,561| 13,155,277         -34.65%
LLhits                   254,935|    106,054         -58.40%
RamHits                   18,213|     11,479         -36.97%
TotalRW               20,403,709| 13,272,810         -34.95%

---

compile_demo_art_iai::compile_group::compile_to_proto with_setup_4:load_from_name(red-dress)
Instructions: 30,719,783 (master) -> 20,381,053 (HEAD) : $$\color{lime}-33.65\%$$

Detailed metrics

Baselines:                master|       HEAD
D1mr                     389,165|    205,976         -47.07%
D1mw                     130,817|     74,736         -42.87%
DLmr                      42,108|     30,206         -28.27%
DLmw                      57,089|     33,997         -40.45%
Dr                     7,377,802|  5,617,013         -23.87%
Dw                     5,235,574|  4,086,243         -21.95%
EstimatedCycles       48,632,001| 33,154,713         -31.83%
I1mr                      54,166|      1,789         -96.70%
ILmr                         878|        477         -45.67%
Ir                    30,719,783| 20,381,053         -33.65%
L1hits                42,759,011| 29,801,808         -30.30%
LLhits                   474,073|    217,821         -54.05%
RamHits                  100,075|     64,680         -35.37%
TotalRW               43,333,159| 30,084,309         -30.57%

---

compile_demo_art_iai::compile_group::compile_to_proto with_setup_5:load_from_name(valley-of-spires)
Instructions: 19,253,796 (master) -> 12,876,982 (HEAD) : $$\color{lime}-33.12\%$$

Detailed metrics

Baselines:                master|       HEAD
D1mr                     239,318|    130,822         -45.34%
D1mw                      77,428|     50,534         -34.73%
DLmr                      12,731|      7,858         -38.28%
DLmw                      28,711|     21,423         -25.38%
Dr                     4,645,719|  3,730,959         -19.69%
Dw                     3,291,021|  2,765,408         -15.97%
EstimatedCycles       29,873,114| 20,995,625         -29.72%
I1mr                      37,226|      1,403         -96.23%
ILmr                         781|        427         -45.33%
Ir                    19,253,796| 12,876,982         -33.12%
L1hits                26,836,564| 19,190,590         -28.49%
LLhits                   311,749|    153,051         -50.91%
RamHits                   42,223|     29,708         -29.64%
TotalRW               27,190,536| 19,373,349         -28.75%