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Oral
Tue Apr 06 03:20 PM -- 03:40 PM (PDT)
TensorFlow Lite Micro: Embedded Machine Learning for TinyML Systems
In Session 4: Training (I)
Robert David · Jared Duke · Advait Jain · Vijay Janapa Reddi · Nat Jeffries · Jian Li · Nick Kreeger · Ian Nappier · Meghna Natraj · Tiezhen Wang · Pete Warden · Rocky Rhodes · Rocky Rhodes
Oral
Tue Apr 06 03:40 PM -- 04:00 PM (PDT)
Scaling Distributed Training with Adaptive Summation
In Session 4: Training (I)
Saeed Maleki · Madan Musuvathi · Todd Mytkowicz · Olli Saarikivi · Tianju Xu · Vadim Eksarevskiy · Jaliya Ekanayake · Emad Barsoum
Oral
Tue Apr 06 04:00 PM -- 04:20 PM (PDT)
PipeMare: Asynchronous Pipeline Parallel DNN Training
In Session 4: Training (I)
Bowen Yang · Jian Zhang · Jonathan Li · Christopher Re · Christopher Aberger · Christopher De Sa
Oral
Tue Apr 06 04:20 PM -- 04:40 PM (PDT)
EXPLORING THE LIMITS OF CONCURRENCY IN ML TRAINING ON GOOGLE TPUS
In Session 4: Training (I)
Sameer Kumar · Yu Wang · Cliff Young · James Bradbury · Naveen Kumar · Dehao Chen · Andy Swing
Oral
Tue Apr 06 04:40 PM -- 05:00 PM (PDT)
TT-Rec: Tensor Train Compression for Deep Learning Recommendation Models
In Session 4: Training (I)
Chunxing Yin · Bilge Acun · Carole-Jean Wu · Xing Liu