diff --git a/examples/mlperf/training_submission_v4.0/tinycorp/benchmarks/resnet/implementations/tinybox_red/run_and_time.sh b/examples/mlperf/training_submission_v4.0/tinycorp/benchmarks/resnet/implementations/tinybox_red/run_and_time.sh
index 8e387bc91a..ddd7152b34 100755
--- a/examples/mlperf/training_submission_v4.0/tinycorp/benchmarks/resnet/implementations/tinybox_red/run_and_time.sh
+++ b/examples/mlperf/training_submission_v4.0/tinycorp/benchmarks/resnet/implementations/tinybox_red/run_and_time.sh
@@ -4,7 +4,7 @@ export DEFAULT_FLOAT="HALF" GPUS=6 BS=1536 EVAL_BS=48 LR=7
 
 export SPLIT_REDUCEOP=1 LAZYCACHE=0 RESET_STEP=0
 
-export TRAIN_BEAM=2 IGNORE_JIT_FIRST_BEAM=1 BEAM_UOPS_MAX=1200 BEAM_UPCAST_MAX=64 BEAM_LOCAL_MAX=256 BEAM_MIN_PROGRESS=50
+export TRAIN_BEAM=4 IGNORE_JIT_FIRST_BEAM=1 BEAM_UOPS_MAX=1500 BEAM_UPCAST_MAX=128 BEAM_LOCAL_MAX=1024 BEAM_MIN_PROGRESS=25
 
 export WANDB=1 PARALLEL=0
 
diff --git a/examples/mlperf/training_submission_v4.0/tinycorp/benchmarks/resnet/implementations/tinybox_red/setup.sh b/examples/mlperf/training_submission_v4.0/tinycorp/benchmarks/resnet/implementations/tinybox_red/setup.sh
index 7a0f31d283..41197eb53e 100755
--- a/examples/mlperf/training_submission_v4.0/tinycorp/benchmarks/resnet/implementations/tinybox_red/setup.sh
+++ b/examples/mlperf/training_submission_v4.0/tinycorp/benchmarks/resnet/implementations/tinybox_red/setup.sh
@@ -4,7 +4,7 @@ export DEFAULT_FLOAT="HALF" GPUS=6 BS=1536 EVAL_BS=48 LR=7
 
 export SPLIT_REDUCEOP=1 LAZYCACHE=0 RESET_STEP=0
 
-export TRAIN_BEAM=2 IGNORE_JIT_FIRST_BEAM=1 BEAM_UOPS_MAX=1200 BEAM_UPCAST_MAX=64 BEAM_LOCAL_MAX=256 BEAM_MIN_PROGRESS=50
+export TRAIN_BEAM=4 IGNORE_JIT_FIRST_BEAM=1 BEAM_UOPS_MAX=1500 BEAM_UPCAST_MAX=128 BEAM_LOCAL_MAX=1024 BEAM_MIN_PROGRESS=25
 
 export BENCHMARK=10 DEBUG=2