parasj/checkmate

Issues

• Library versions of Python Dependencies

  #158 opened 2 years ago by mostafaelhoushi
  1

• How to get peak memory of solution

  #157 opened 2 years ago by haoming-codes
  0

• Invalid schedule due to incomplete computation graph

  #156 opened 2 years ago by haoming-codes
  0

• Question about profile-based cost model

  #154 opened 4 years ago by jasperzhong
  3

• Can I use it on a custom training loop?

  #155 opened 4 years ago by hermesonbf
  1

• Checkmate solver fails while the original model can be run with a specific memory budget

  #151 opened 4 years ago by hy00nc
  3

• Transformer benchmark

  #153 opened 4 years ago by eric-haibin-lin
  1

• Meta-issue tracking PyTorch integration attempts

  #126 opened 4 years ago by parasj
  3

• edit_graph function

  #150 opened 4 years ago by supersoob
  4

• What's the difference between get_function() and grads_check()

  #152 opened 4 years ago by drcut
  1

• Outer-loop procedure to pause and restart training per time quanta

  #136 opened 4 years ago by parasj
  0

• is_gpu_available is deprecated

  #148 opened 4 years ago by parasj
  0

• Add full support for Python 3.8 into build matrix

  #149 opened 4 years ago by parasj
  0

• Add `schedule_save_path` and `schedule_load_path` arguments to the compile_tf2 function

  #131 opened 4 years ago by parasj
  0

• Fix wrapper.py to use open-source LP solver rather than Chen sqrt(n)

  #132 opened 4 years ago by parasj
  0

• Formally write down power-optimal ILP for rematerialization

  #133 opened 4 years ago by parasj
  0

• Add profiling to wrapper.py

  #134 opened 4 years ago by parasj
  0

• [performance] Calculating APs is slow

  #109 opened 4 years ago by parasj
  0

• [performance] copy_op in execution.py is very slow

  #110 opened 4 years ago by parasj
  0

• Bug - installing via pip does not work

  #113 opened 4 years ago by parasj
  1

• TensorFlow 2.0 wrapper should automatically profile tf.functions

  #118 opened 4 years ago by parasj
  1

• Add DFGraph support for flags denoting op checkpoint whitelist/blacklists

  #97 opened 4 years ago by aninrusimha
  0

• Publish checkmate to PyPI

  #100 opened 4 years ago by parasj
  1

• Add alternative solver implementation if Gurobi is not installed (e.g. cvxpy)

  #101 opened 4 years ago by parasj
  0

• Document Checkmate codebase

  #83 opened 4 years ago by parasj
  2

• Checkmate is not compatable with Python 3.5

  #88 opened 4 years ago by parasj
  0

• Checkmate is not compatible with Python 2.7

  #93 opened 4 years ago by parasj
  0

• Add self-hosted runner to Github Actions CI to test Gurobi solves

  #40 opened 4 years ago by parasj
  0

• Pruning the list of ops in order to improve solve performance

  #58 opened 4 years ago by aninrusimha
  0

• Add tests for LP approximation strategies

  #76 opened 4 years ago by parasj
  0

• compile_tf2 fails in the tutorial

  #144 opened 5 years ago by sarangsable
  9

• Collating power numbers for Maker1000

  #135 opened 5 years ago by parasj
  1

• Add documentation to install extras.

  #115 opened 5 years ago by aninrusimha
  2

• [BUG] Griewank should adapt to non-linear graphs

  #69 opened 5 years ago by parasj
  1

• Profiling

  #55 opened 5 years ago by aninrusimha
  1

• Run TF Execution on Mobilenet, resnet

  #57 opened 5 years ago by aninrusimha
  2

• Downloads from the S3 bucket should use FileLock to avoid race conditions

  #33 opened 5 years ago by parasj
  1

• Hash-sign Griewank downloads to ensure that they are intact

  #45 opened 5 years ago by parasj
  1

• Create a dfgraph with constant ops per layer [can't do flop counts yet, lower priority than profiling]

  #56 opened 5 years ago by aninrusimha
  0

• [refactor] Clean up checklist for initial public release

  #17 opened 5 years ago by parasj
  2

• Experiment to run sensitivity analysis on the solutions to the ILP

  #52 opened 5 years ago by parasj
  2

• Squash the NLP code as a new TestBERT network

  #59 opened 5 years ago by parasj
  1

• Register custom serializer for objects passed around between Ray tasks

  #44 opened 5 years ago by parasj
  1

• Experiments should make a new timestampped directory rather than deleting the contents of an existing experiment data directory

  #43 opened 5 years ago by parasj
  0

• Write budget_sweep log files to a single file in the data directory

  #42 opened 5 years ago by parasj
  0

• Add makefile to format code, run tests, install packages (gpu versus non-gpu) etc.

  #38 opened 5 years ago by parasj
  1

• [refactor] Cache ILP results in Redis

  #19 opened 5 years ago by parasj
  1

• Budget sweep is broken

  #74 opened 5 years ago by parasj
  1

• [BUG] Chen greedy is broken with new DFGraph interface

  #68 opened 5 years ago by parasj
  0

• Remove distinction between backward and forward graphs in the DFGraph

  #54 opened 5 years ago by parasj
  1