Commit 6d4ba79d authored by A. Unique TensorFlower's avatar A. Unique TensorFlower
Browse files

Internal change

PiperOrigin-RevId: 353035012
parent ef6a4159
# Expect to reach: box mAP: 43.2%, mask mAP: 38.3% on COCO
runtime:
distribution_strategy: 'tpu'
mixed_precision_dtype: 'bfloat16'
task:
init_checkpoint: null
train_data:
global_batch_size: 256
parser:
aug_rand_hflip: true
aug_scale_min: 0.1
aug_scale_max: 2.0
losses:
l2_weight_decay: 0.00004
model:
anchor:
anchor_size: 3.0
num_scales: 3
min_level: 3
max_level: 7
input_size: [640, 640, 3]
backbone:
spinenet:
stochastic_depth_drop_rate: 0.2
model_id: '49'
type: 'spinenet'
decoder:
type: 'identity'
norm_activation:
norm_epsilon: 0.001
norm_momentum: 0.99
use_sync_bn: true
detection_generator:
pre_nms_top_k: 1000
trainer:
train_steps: 231000
optimizer_config:
learning_rate:
type: 'stepwise'
stepwise:
boundaries: [219450, 226380]
values: [0.32, 0.032, 0.0032]
warmup:
type: 'linear'
linear:
warmup_steps: 2000
warmup_learning_rate: 0.0067
# Expect to reach: box mAP: 48.1%, mask mAP: 42.4% on COCO
runtime:
distribution_strategy: 'tpu'
mixed_precision_dtype: 'bfloat16'
task:
init_checkpoint: null
train_data:
global_batch_size: 256
parser:
aug_rand_hflip: true
aug_scale_min: 0.1
aug_scale_max: 2.0
losses:
l2_weight_decay: 0.00004
model:
anchor:
anchor_size: 3.0
num_scales: 3
min_level: 3
max_level: 7
input_size: [1024, 1024, 3]
backbone:
spinenet:
stochastic_depth_drop_rate: 0.2
model_id: '96'
type: 'spinenet'
decoder:
type: 'identity'
norm_activation:
norm_epsilon: 0.001
norm_momentum: 0.99
use_sync_bn: true
detection_generator:
pre_nms_top_k: 1000
trainer:
train_steps: 231000
optimizer_config:
learning_rate:
type: 'stepwise'
stepwise:
boundaries: [219450, 226380]
values: [0.32, 0.032, 0.0032]
warmup:
type: 'linear'
linear:
warmup_steps: 2000
warmup_learning_rate: 0.0067
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