gussmith23 glenside issues

gussmith23 / glenside

A pure, low-level tensor program representation enabling tensor program optimization via program rewriting. See the web demo at https://gussmith23.github.io/glenside-web-demo/

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issues

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Misc fixes to make resnet work

#80 gussmith23 closed 3 years ago
0
Implement conv2d-im2col-fc

#79 gussmith23 closed 3 years ago
3
Recompile a new model for hardware generated for different hardware

#78 gussmith23 opened 3 years ago
1
Minor codegen tweaks for ISCA

#77 gussmith23 closed 3 years ago
1
Add ISCA demo subcommand

#76 gussmith23 closed 3 years ago
0
Memoize codegen

#75 gussmith23 closed 3 years ago
1
Memoize codegen

#74 gussmith23 closed 3 years ago
0
Add activation and kernel layout parameter to RelayOperatorCalls

#73 gussmith23 closed 3 years ago
0
Resnet18 NHWC HWIO end-to-end with hacks

#72 gussmith23 closed 3 years ago
9
Opaque relay op codegen

#71 hypercubestart closed 3 years ago
3
Improve the ILP problem so that it's more amenable to solving

#70 gussmith23 opened 4 years ago
20
Mobilenet end-to-end with hacks

#69 gussmith23 opened 4 years ago
15
Import Relay into Egraph using a Relay egg::Language; use rewrites to convert to glenside::language::Language

#68 gussmith23 opened 4 years ago
0
Implement opaque Relay operators in Glenside

#67 gussmith23 closed 4 years ago
0
Implement hardware scheduling in ILP extraction

#66 gussmith23 opened 4 years ago
0
[hack] Add opaque operators for all operators that Glenside currently doesn't support

#65 gussmith23 closed 3 years ago
0
Implement ILP-based extraction using IBM CPLEX solver

#64 gussmith23 closed 4 years ago
1
Bring Andrew's PR to main

#63 gussmith23 opened 4 years ago
1
Convert most asserts to debug asserts

#62 gussmith23 opened 4 years ago
0
There's no `tvm` feature actually declared in Cargo.toml

#61 gussmith23 closed 4 years ago
1
Document the files in models/

#60 gussmith23 opened 4 years ago
0
Memoization

#59 hypercubestart opened 4 years ago
1
Use TVM to generate code for some operators or chains of operators

#58 gussmith23 opened 4 years ago
0
If access-concatenate took a variable number of arguments, we would need to run fewer rewrites

#57 gussmith23 opened 4 years ago
0
Stack overflow when running ILP extraction, but only after adding an objective function

#56 gussmith23 closed 4 years ago
2
Efficiently handle Relay's simplified-for-inference batch norms

#55 gussmith23 opened 4 years ago
0
Interpreter Incorrect Output when running Mobilenet

#54 hypercubestart closed 4 years ago
1
Remove `MyAnalysisData::Legacy`

#53 gussmith23 closed 3 years ago
2
DRAM in Glenside

#52 gussmith23 opened 4 years ago
0
Model the tensor sequencer in Glenside

#51 gussmith23 opened 4 years ago
1
Speed up Relay-to-Glenside tests

#50 gussmith23 opened 4 years ago
0
Add model tests

#49 hypercubestart closed 4 years ago
3
Tensorize ResNet using automatic/non-glenside blocking

#48 gussmith23 closed 4 years ago
1
Switch to main TVM repo in dependencies

#47 gussmith23 opened 4 years ago
1
Implementing batch norms in hardware

#46 gussmith23 opened 4 years ago
3
Implement non-im2col'ed convolutions

#45 gussmith23 opened 4 years ago
2
How should separable convolutions get run on systolic arrays?

#44 gussmith23 opened 4 years ago
3
Tensorize Mobilenet to automatically-blocking systolic arrays

#43 gussmith23 opened 4 years ago
1
Glenside should find a blocking strategy for Mobilenet convolutions

#42 gussmith23 opened 4 years ago
8
Simple, greedy, de-duplicated egg extraction

#41 gussmith23 opened 4 years ago
1
Interpreter benchmarks are measuring too much

#40 gussmith23 opened 4 years ago
0
Build Errors from Fresh Clone

#39 stdavids closed 4 years ago
4
Replaced interpreter.rs with interpreter_new.rs

#38 LogMoss closed 4 years ago
5
Remove old interpreter.rs file; rename interpreter_new.rs -> interpreter.rs

#37 gussmith23 closed 4 years ago
1
Clean up rest of interpreter tests with benchmark test macro

#36 hypercubestart closed 3 years ago
3
Benchmark test macro + convert

#35 hypercubestart closed 4 years ago
4
Clean up codegen tests using Rust macros

#34 gussmith23 opened 4 years ago
0
Benchmark interpreter so that we can measure improvement

#33 gussmith23 closed 4 years ago
4
ILP Extraction

#32 gussmith23 closed 4 years ago
9
Glenside expressions have too many common subexpressions; not capturing what's really happening

#31 gussmith23 closed 4 years ago
5

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