Comments (2)
emjotde
commented on May 17, 2024
Testing shape: 1000x1000
Softmax forward
CuDNN : ..........0.08424s
Marian: ..........0.17464s
Softmax backward
CuDNN : ..........3.08697s
Marian: ..........0.10177s
Log-softmax backward
CuDNN : ..........3.48719s
Marian: ..........0.10137s
Testing shape: 80x50000
Softmax forward
CuDNN : ..........0.44011s
Marian: ..........0.59699s
Softmax backward
CuDNN : ..........6.22933s
Marian: ..........0.43673s
Log-softmax backward
CuDNN : ..........7.76190s
Marian: ..........0.37689s
Testing shape: 50000x80
Softmax forward
CuDNN : ..........1.36220s
Marian: ..........0.83100s
Softmax backward
CuDNN : ..........66.00481s
Marian: ..........0.39802s
Log-softmax backward
CuDNN : ..........74.72046s
Marian: ..........0.40687s
from marian-dev.
emjotde
commented on May 17, 2024
All tests were performed 1000 times.
from marian-dev.
Related Issues (20)
- separate option for loading a sentence piece model in marian-decoder
- Implement Constrained Beam Search (Disjunctive Positive Constraint Decoding) HOT 1
- Sentencepiece options vs Vocab size HOT 1
- Which protobuf version does USE_ONNX require/support? HOT 1
- Error: Graph was reloaded and parameter
- Missing batch statistics HOT 2
- -DCOMPILE_SERVER is broken with OpenSSL >= 3 HOT 1
- -DCOMPILE_TESTS is broken on ubuntu 22.04 HOT 1
- Cmake cannot find cuBLASLt
- marian embed --compute-similarity errors out HOT 2
- Multithread Translation HOT 1
- High RAM usage with factors+shuffle-in-ram: false
- Per-factor embedding dimensions when concatenating
- Setting optimizer-delay to 0 prevents makes the trainining process stall with no error
- [Feature Request] Decoder-only Marian models
- GCC 12 compilation warning: withCommas integer wraparound
- intrusive_ptr not threadsafe
- Training Optimization Question
- zstandard support in input files
- Training fails on Vertex AI (GCP) due to NCCL error on A100 GPUs HOT 2
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