Latency (Remote vs Local)

Latency Per Batch

ResNet Latency BS=1 ResNet Latency BS=2 ResNet Latency BS=4 ResNet Latency BS=8 ResNet Latency BS=16 ResNet Latency BS=32 ResNet Latency BS=64

% Latency Loss Per Batch

ResNet Latency BS=1 ResNet Latency BS=2 ResNet Latency BS=4 ResNet Latency BS=8 ResNet Latency BS=16 ResNet Latency BS=32 ResNet Latency BS=64

Throughput (Remote vs Local)

Throughput Per Batch

ResNet Throughput BS=1 ResNet Throughput BS=2 ResNet Throughput BS=4 ResNet Throughput BS=8 ResNet Throughput BS=16 ResNet Throughput BS=32 ResNet Throughput BS=64

% Throughput Loss Per Batch

ResNet Throughput BS=1 ResNet Throughput BS=2 ResNet Throughput BS=4 ResNet Throughput BS=8 ResNet Throughput BS=16 ResNet Throughput BS=32 ResNet Throughput BS=64