v3.0.0 (2020-12-07)
Implemented enhancements:
- Update PyTorch base to 1.7 #64
- Add NLP/machine translation Transformer benchmark task #33
- Repair Logistic regression Model #30
- Add NLP/machine translation RNN benchmark task #27
- Add NLP benchmark images & task #24
- Add Gloo support to PyTorch images #23
- Add NCCL support to PyTorch images #22
- documentation: clearly link ref code to benchmark tasks #14
- Add time-to-accuracy speedup plot #7
- Update GKE documentation to use kubernetes version 1.10.9 #4
- Add tensorflow cifar10 benchmark #3
- Transformer language translation #51 (ehoelzl)
Fixed bugs:
- Change Tensorflow Benchmark to use OpenMPI #8
Closed issues:
- Clean-up tasks #63
- Support for local run #59
- task implementations: delete choco, name tasks nlp/language-model and nlp/translation #55
- remove open/closed division distinction #47
- [Not an Issue] Comparing 3 backends on multi-node single-gpu env #44
- Create light version of the base image for development #43
- No unit tests #40
- Remove stale branches #39
- Remove Communication backend from image name #36
- pytorch 1.4 #34
- create light version (in addition to full) for resource heavy benchmark tasks #19
- add script to compute official results from raw results (time to acc for example) #18
Merged pull requests:
- Add workflow #68 (ehoelzl)
- Fix rnn language model #67 (ehoelzl)
- Update pytorch #65 (ehoelzl)
- Adapt optimizer imports #62 (ehoelzl)
- Translation changes #61 (ehoelzl)
- Change 'Benchmarks' to 'Benchmark Implementations' #60 (ehoelzl)
- Add generic worker #58 (ehoelzl)
- Rename tasks #57 (ehoelzl)
- Add link to task description #56 (ehoelzl)
- Fix tasks #54 (ehoelzl)
- Add backend benchmark code and image #53 (ehoelzl)
- Update nccl #52 (ehoelzl)
- Remove open/closed division from benchmarks #49 (mmilenkoski)
- Pytorch 1.5.0 #48 (giorgiosav)
- Refactor controlflow #46 (ehoelzl)
- Add Image Recognition Benchmark with DistributedDataParallel #42 (mmilenkoski)
- Pytorch v1.4.0 #41 (ehoelzl)
- Add aggregation by model #38 (ehoelzl)
- Add NCCL & GLOO support to images #35 (giorgiosav)
- Rnn language translation #32 (ehoelzl)
- Linear model #28 (ehoelzl)
- Fix ci #26 (ehoelzl)
- [WIP]Add LSTM language model #25 (Panaetius)
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