| 53435b9 | Steven Johnson | 10 January 2019, 21:05:59 UTC | Add autotune_classic.sh and support This is a trivial script to try running 'classic' autoscheduler with the multiple variants of MachineParams used in the original paper; all it does is disable benchmarking of non-classic variants, and run 'make test' in the current directory repeatedly with different values (removing any classic artifacts from bin to ensure a rebuild occurs). | 10 January 2019, 21:05:59 UTC |
| 0305d46 | Andrew Adams | 10 January 2019, 19:49:43 UTC | Force-inline pointwise stages before boundary conditions | 10 January 2019, 19:49:43 UTC |
| 0eed105 | Andrew Adams | 10 January 2019, 18:14:11 UTC | Merge branch 'standalone_autoscheduler' of https://github.com/Halide/Halide into standalone_autoscheduler | 10 January 2019, 18:14:11 UTC |
| 4752f41 | Andrew Adams | 10 January 2019, 18:13:57 UTC | Fresh weights | 10 January 2019, 18:13:57 UTC |
| b6b7b28 | Andrew Adams | 10 January 2019, 09:08:03 UTC | Remove explicit setting of HL_MACHINE_PARAMS | 10 January 2019, 09:08:03 UTC |
| 24e0f8f | Andrew Adams | 10 January 2019, 09:04:37 UTC | Physical cores instead of logical cores | 10 January 2019, 09:04:37 UTC |
| 2b48014 | Andrew Adams | 10 January 2019, 09:03:24 UTC | Fix erroneous comparison | 10 January 2019, 09:03:24 UTC |
| b82ebe4 | Andrew Adams | 10 January 2019, 05:52:58 UTC | Extra simplification pass before unrolling | 10 January 2019, 05:52:58 UTC |
| b52bf57 | Andrew Adams | 10 January 2019, 05:52:41 UTC | Make it possible to autoschedule the cost model itself | 10 January 2019, 05:52:41 UTC |
| ad2a0cd | Andrew Adams | 10 January 2019, 05:51:36 UTC | Use proper variable to point to weights dir in resnet makefile | 10 January 2019, 05:51:36 UTC |
| e537ca4 | Andrew Adams | 10 January 2019, 05:51:03 UTC | Increase benchmarking time in random pipeline generator | 10 January 2019, 05:51:03 UTC |
| 49fab26 | Andrew Adams | 10 January 2019, 05:50:45 UTC | Fix possible factorization simplification in random pipeline generator | 10 January 2019, 05:50:45 UTC |
| 7570aea | Andrew Adams | 10 January 2019, 05:49:20 UTC | Use explicit bounds in camera pipe to make autotuner work | 10 January 2019, 05:49:20 UTC |
| 9084f2c | Andrew Adams | 10 January 2019, 05:49:06 UTC | Use more consistent benchmarking methodology | 10 January 2019, 05:49:06 UTC |
| 24db4f2 | Andrew Adams | 10 January 2019, 05:47:25 UTC | Always use large buffers for lens blur | 10 January 2019, 05:47:25 UTC |
| e5f3d23 | Andrew Adams | 10 January 2019, 05:46:26 UTC | Use explicit bounds in resnet | 10 January 2019, 05:46:26 UTC |
| 3eb429e | Andrew Adams | 10 January 2019, 05:45:42 UTC | Add disabled code to turn estimates into bound directives | 10 January 2019, 05:45:42 UTC |
| 92c4996 | Andrew Adams | 10 January 2019, 05:45:21 UTC | autotune_loop does one iteration. Run it in a loop if you want more | 10 January 2019, 05:45:21 UTC |
| 99d67f9 | Andrew Adams | 10 January 2019, 05:45:03 UTC | Change the meaning of dropout to be normalized across the number of decisions to be made | 10 January 2019, 05:45:03 UTC |
| a0fa880 | Andrew Adams | 10 January 2019, 03:36:11 UTC | Fix wrong estimate on harris | 10 January 2019, 03:36:11 UTC |
| 85484e7 | Steven Johnson | 10 January 2019, 00:22:09 UTC | remove oopsie | 10 January 2019, 00:22:09 UTC |
| c18a851 | Steven Johnson | 10 January 2019, 00:21:36 UTC | Add apps/fit_and_slice_3x4 | 10 January 2019, 00:21:36 UTC |
| ea61b9a | Steven Johnson | 09 January 2019, 23:43:02 UTC | nuke useless files | 09 January 2019, 23:43:02 UTC |
| 0364432 | Steven Johnson | 09 January 2019, 23:38:07 UTC | Merge branch 'standalone_autoscheduler' of https://github.com/halide/Halide into standalone_autoscheduler | 09 January 2019, 23:38:07 UTC |
| 2252bf1 | Steven Johnson | 09 January 2019, 23:37:47 UTC | Add apps/iir_blur_generator This is basically a clone of the IIR Blur generator from apps/HelloMatlab, with appropriate machinery to do autoscheduler testing and tuning. | 09 January 2019, 23:37:47 UTC |
| c69b33a | Andrew Adams | 09 January 2019, 23:32:50 UTC | Merge branch 'standalone_autoscheduler' of https://github.com/Halide/Halide into standalone_autoscheduler | 09 January 2019, 23:32:50 UTC |
| 77c8965 | Andrew Adams | 09 January 2019, 23:32:43 UTC | Fresh weights | 09 January 2019, 23:32:43 UTC |
| e48909e | Andrew Adams | 09 January 2019, 23:25:43 UTC | Make resnet parallel | 09 January 2019, 23:25:43 UTC |
| ad77bd9 | Andrew Adams | 09 January 2019, 23:16:24 UTC | Fix namespace nonsense | 09 January 2019, 23:16:24 UTC |
| 74b16d8 | Andrew Adams | 09 January 2019, 23:01:15 UTC | Merge branch 'standalone_autoscheduler' of https://github.com/Halide/Halide into standalone_autoscheduler | 09 January 2019, 23:01:15 UTC |
| 9d96eba | Andrew Adams | 09 January 2019, 23:00:30 UTC | Inline things that should trivially be inlined | 09 January 2019, 23:00:30 UTC |
| 31c207f | Andrew Adams | 09 January 2019, 22:59:32 UTC | Merge pull request #3567 from halide/srj-resnet Add classic auto-schedule testing to apps/resnet | 09 January 2019, 22:59:32 UTC |
| b73863a | Steven Johnson | 09 January 2019, 22:52:58 UTC | Add classic auto-schedule testing to apps/resnet Note that (unlike most other apps) this doesn't attempt to run all three in the same run; it selects one of the options via command-line flag. 'make test' runs all three in sequence. Note also that the 'manual' schedule is known to be awful (it's just enough compute-roots added to make the runtime tractable); improvement is left as an exercise to the reader. | 09 January 2019, 22:52:58 UTC |
| 934281c | Andrew Adams | 09 January 2019, 22:27:34 UTC | Merge pull request #3566 from benoitsteiner/standalone_autoscheduler autoscheduler improvements | 09 January 2019, 22:27:34 UTC |
| 0835680 | Andrew Adams | 09 January 2019, 22:25:24 UTC | Merge branch 'standalone_autoscheduler' of https://github.com/Halide/Halide into standalone_autoscheduler | 09 January 2019, 22:25:24 UTC |
| 335f2f6 | Andrew Adams | 09 January 2019, 22:25:12 UTC | Fresh weights | 09 January 2019, 22:25:12 UTC |
| 2ba4544 | Benoit Steiner | 09 January 2019, 21:26:10 UTC | Fixed the spelling of halide | 09 January 2019, 21:36:21 UTC |
| f5a8c10 | Benoit Steiner | 04 January 2019, 23:42:56 UTC | Added an API to be able to call the autoscheduler code from c++ | 09 January 2019, 21:35:54 UTC |
| 872b556 | Benoit Steiner | 04 January 2019, 19:25:59 UTC | Track versions of the featurization. This simplifies the lifecycle management features extracted ahead of time, for example in order to build a training set for the cost model. | 09 January 2019, 21:35:09 UTC |
| bc0df86 | Benoit Steiner | 09 January 2019, 18:41:15 UTC | Code cleanup Added the definition of the new autoscheduler API | 09 January 2019, 21:35:09 UTC |
| 57f9320 | Benoit Steiner | 09 January 2019, 17:53:38 UTC | Moved the cost model and network size code into the halide namespace | 09 January 2019, 21:35:09 UTC |
| a6b0d07 | Benoit Steiner | 04 January 2019, 23:42:56 UTC | Added an API to be able to call the autoscheduler code from c++ | 09 January 2019, 21:34:36 UTC |
| f7c5c85 | Andrew Adams | 09 January 2019, 20:26:33 UTC | Change default beam size | 09 January 2019, 20:26:33 UTC |
| 2dce11d | Andrew Adams | 09 January 2019, 20:25:34 UTC | Fresh weights | 09 January 2019, 20:25:34 UTC |
| 7018c14 | Andrew Adams | 09 January 2019, 16:05:41 UTC | Network size to match latest weights | 09 January 2019, 16:05:41 UTC |
| be98fd7 | Andrew Adams | 09 January 2019, 16:03:56 UTC | Fresh weights | 09 January 2019, 16:03:56 UTC |
| b13af96 | Andrew Adams | 09 January 2019, 05:05:21 UTC | Fresh weights | 09 January 2019, 05:05:36 UTC |
| 7a17a95 | Andrew Adams | 09 January 2019, 03:54:46 UTC | Make cost model training faster | 09 January 2019, 03:54:46 UTC |
| 5205159 | Andrew Adams | 09 January 2019, 02:29:44 UTC | New schedule for cost model | 09 January 2019, 02:29:44 UTC |
| f8548a0 | Andrew Adams | 09 January 2019, 02:09:22 UTC | Merge branch 'standalone_autoscheduler' of https://github.com/Halide/Halide into standalone_autoscheduler | 09 January 2019, 02:09:22 UTC |
| 9e9e416 | Andrew Adams | 09 January 2019, 02:09:15 UTC | Fresh weights | 09 January 2019, 02:09:15 UTC |
| 7f1b30a | Steven Johnson | 09 January 2019, 01:48:27 UTC | Merge branch 'master' into standalone_autoscheduler | 09 January 2019, 01:48:27 UTC |
| 402831d | Steven Johnson | 09 January 2019, 01:47:43 UTC | Merge pull request #3564 from halide/srj-llvm-fix Update for trunk LLVM | 09 January 2019, 01:47:43 UTC |
| e312ad1 | Andrew Adams | 09 January 2019, 01:16:08 UTC | Merge branch 'standalone_autoscheduler' of https://github.com/Halide/Halide into standalone_autoscheduler | 09 January 2019, 01:16:08 UTC |
| 9fd8c76 | Andrew Adams | 09 January 2019, 01:16:01 UTC | Try 24 hidden nodes | 09 January 2019, 01:16:01 UTC |
| dc713bc | Steven Johnson | 09 January 2019, 01:04:22 UTC | Merge pull request #3560 from halide/srj-resnet Resnet50 cleanups | 09 January 2019, 01:04:22 UTC |
| edd98b8 | Steven Johnson | 09 January 2019, 01:03:35 UTC | Merge branch 'standalone_autoscheduler' into srj-resnet | 09 January 2019, 01:03:35 UTC |
| 8d0db32 | Andrew Adams | 09 January 2019, 00:51:15 UTC | Try 24 hidden nodes | 09 January 2019, 00:51:15 UTC |
| a9592e9 | Andrew Adams | 09 January 2019, 00:48:11 UTC | Merge pull request #3563 from halide/srj-resnet2 Add 'make autotune' to apps/resnet50 | 09 January 2019, 00:48:11 UTC |
| 04cc5f7 | Steven Johnson | 09 January 2019, 00:21:21 UTC | Merge branch 'srj-resnet' into srj-resnet2 | 09 January 2019, 00:21:21 UTC |
| 78b3ef4 | Steven Johnson | 09 January 2019, 00:04:38 UTC | Constrain to 224x224x3 | 09 January 2019, 00:04:38 UTC |
| cf6c438 | Andrew Adams | 08 January 2019, 23:43:02 UTC | Fresh weights | 08 January 2019, 23:43:02 UTC |
| 6e66b66 | Steven Johnson | 08 January 2019, 23:41:50 UTC | Update for trunk LLVM | 08 January 2019, 23:41:50 UTC |
| f0ab2f1 | Andrew Adams | 08 January 2019, 23:29:56 UTC | Merge branch 'standalone_autoscheduler' of https://github.com/Halide/Halide into standalone_autoscheduler | 08 January 2019, 23:29:56 UTC |
| 0faadcf | Andrew Adams | 08 January 2019, 23:29:50 UTC | Fresh weights | 08 January 2019, 23:29:50 UTC |
| 6ab15d7 | Steven Johnson | 08 January 2019, 23:24:51 UTC | Remove scalpel left in patient | 08 January 2019, 23:24:51 UTC |
| fca97ed | Steven Johnson | 08 January 2019, 23:16:38 UTC | Remove dangling comment | 08 January 2019, 23:16:38 UTC |
| efe5916 | Steven Johnson | 08 January 2019, 23:15:00 UTC | Merge branch 'srj-resnet' into srj-resnet2 | 08 January 2019, 23:15:00 UTC |
| ca62966 | Steven Johnson | 08 January 2019, 23:14:40 UTC | Merge branch 'standalone_autoscheduler' into srj-resnet | 08 January 2019, 23:14:40 UTC |
| 9965b75 | Steven Johnson | 08 January 2019, 23:14:29 UTC | Add 'make autotune' to apps/resnet50 | 08 January 2019, 23:14:29 UTC |
| db857d8 | Steven Johnson | 08 January 2019, 23:11:30 UTC | Merge branch 'standalone_autoscheduler' into srj-resnet2 | 08 January 2019, 23:11:30 UTC |
| 2e02b4b | Steven Johnson | 08 January 2019, 23:08:49 UTC | remove rogue line from Makefile | 08 January 2019, 23:08:49 UTC |
| a1c6bd6 | Andrew Adams | 08 January 2019, 22:56:14 UTC | Fresh weights | 08 January 2019, 22:56:14 UTC |
| 5dcfef0 | Andrew Adams | 08 January 2019, 22:42:11 UTC | Try L2 on throughput again | 08 January 2019, 22:42:11 UTC |
| 11c5dbd | Steven Johnson | 08 January 2019, 22:11:36 UTC | Cleanup | 08 January 2019, 22:11:36 UTC |
| 1526c25 | Steven Johnson | 08 January 2019, 21:22:15 UTC | Fix image loading | 08 January 2019, 21:22:15 UTC |
| 3af18d4 | Steven Johnson | 08 January 2019, 20:34:51 UTC | Resnet50 cleanups Some cleanups to smooth the way for adding autotuning: -- remove unused generator and cmake file -- parameterize load_weights and process to be more configurable from the command line as to files, directories, etc -- pytorch weights are now downloaded as part of the make process and stored in a bin subfolder, so 'make test' should work as-is (assuming pytorch is installed) -- misc cleanup in process.cpp, including a halfhearted attempt to make loading nonprocessed images work. (doesn't work yet, left in place with a TODO for future investigation.) | 08 January 2019, 20:34:51 UTC |
| 8dc813d | Andrew Adams | 08 January 2019, 20:33:16 UTC | Try a 1,4 setup | 08 January 2019, 20:33:16 UTC |
| b773f18 | Andrew Adams | 08 January 2019, 20:06:18 UTC | Fresh weights | 08 January 2019, 20:06:18 UTC |
| 80847bf | Andrew Adams | 08 January 2019, 19:52:24 UTC | Weights for shrunken model | 08 January 2019, 19:52:24 UTC |
| c3d6c6c | Andrew Adams | 08 January 2019, 19:51:44 UTC | Aggressively ablate model | 08 January 2019, 19:51:44 UTC |
| 22ce212 | Andrew Adams | 08 January 2019, 18:58:17 UTC | Fresh weights | 08 January 2019, 18:58:17 UTC |
| 6acda50 | Andrew Adams | 08 January 2019, 18:37:03 UTC | Fresh weights | 08 January 2019, 18:37:03 UTC |
| 93bb008 | Andrew Adams | 08 January 2019, 17:57:59 UTC | Fresh weights | 08 January 2019, 17:57:59 UTC |
| 7999956 | Andrew Adams | 08 January 2019, 17:55:54 UTC | Network size to match latest weights | 08 January 2019, 17:55:54 UTC |
| d9fffd8 | Andrew Adams | 08 January 2019, 17:55:38 UTC | Fresh weights | 08 January 2019, 17:55:38 UTC |
| 1dac40f | Andrew Adams | 08 January 2019, 17:41:11 UTC | Fresh weights | 08 January 2019, 17:41:11 UTC |
| 7d07aae | Andrew Adams | 08 January 2019, 17:28:06 UTC | Fresh weights | 08 January 2019, 17:28:06 UTC |
| 28afc47 | Andrew Adams | 08 January 2019, 16:42:32 UTC | Fresh weights | 08 January 2019, 16:42:32 UTC |
| 02753c0 | Andrew Adams | 08 January 2019, 07:09:27 UTC | Add network size change to match fresh weights | 08 January 2019, 07:09:27 UTC |
| 5d2466f | Andrew Adams | 08 January 2019, 07:08:47 UTC | Fresh weights | 08 January 2019, 07:08:47 UTC |
| 7224944 | Andrew Adams | 08 January 2019, 06:38:02 UTC | Fresh weights | 08 January 2019, 06:38:02 UTC |
| ae7b835 | Andrew Adams | 08 January 2019, 05:35:46 UTC | Don't double-bill for off-core loads | 08 January 2019, 05:35:46 UTC |
| c91b755 | Andrew Adams | 08 January 2019, 05:35:04 UTC | More stable learning rate for autotuning | 08 January 2019, 05:35:04 UTC |
| 119ec0a | Andrew Adams | 08 January 2019, 03:51:49 UTC | Fresh weights | 08 January 2019, 03:51:49 UTC |
| d84f312 | Andrew Adams | 08 January 2019, 02:05:26 UTC | Merge branch 'standalone_autoscheduler' of https://github.com/Halide/Halide into standalone_autoscheduler | 08 January 2019, 02:05:26 UTC |
| e055978 | Andrew Adams | 08 January 2019, 02:05:23 UTC | Fresh weights | 08 January 2019, 02:05:23 UTC |
| 50eed0d | Andrew Adams | 08 January 2019, 01:38:59 UTC | Fix bug in parallel tile selection | 08 January 2019, 01:38:59 UTC |
| 0d0702b | Andrew Adams | 08 January 2019, 01:10:03 UTC | Fresh weights | 08 January 2019, 01:10:03 UTC |
| 0e7bd35 | Andrew Adams | 07 January 2019, 22:47:17 UTC | Merge branch 'standalone_autoscheduler' of https://github.com/Halide/Halide into standalone_autoscheduler | 07 January 2019, 22:47:17 UTC |
