mmperf
performance_results
mmperf | performance_results | |
---|---|---|
2 | 1 | |
121 | 24 | |
3.3% | - | |
4.3 | 4.0 | |
7 months ago | about 2 months ago | |
C++ | Roff | |
Apache License 2.0 | - |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
mmperf
-
PyTorch on Apple M1 Faster Than TensorFlow-Metal
Here are the matmul sizes for the MiniLM model used for inference: https://github.com/mmperf/mmperf/blob/main/benchmark_sizes/b...
These are the matmul sizes for the BERT training workload https://github.com/mmperf/mmperf/blob/main/benchmark_sizes/b...
Yes we use the latest MoltenVK (1.3.204.0) installed in the system.
I will let @noxa and other IREE devs chime in on the SPIR-V path but we do support prefix sums etc in the GPU path.
//part of nod.ai team.
-
M1 Pro First Impressions: Core Management and CPU Performance
Could you give me a benchmark in particular? Or maybe this one works: https://github.com/mmperf/mmperf. I'll run it in an hour.
performance_results
-
M1 Pro First Impressions: Core Management and CPU Performance
https://github.com/deater/performance_results
What are some alternatives?
Flops - How many FLOPS can you achieve?
flops - Tiny cpu benchmark
shark-samples
rust-crc32fast - Fast, SIMD-accelerated CRC32 (IEEE) checksum computation in Rust
xcode-hardware-performance - Results from running Xcode on a non-trivial open source project using various Macs
cutlass - CUDA Templates for Linear Algebra Subroutines
Rectangle - Move and resize windows on macOS with keyboard shortcuts and snap areas
iree - A retargetable MLIR-based machine learning compiler and runtime toolkit.
Amethyst - Automatic tiling window manager for macOS à la xmonad.