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ModelZoo
ResNet50_tensorflow
Commits
e2120dc9
Commit
e2120dc9
authored
Sep 21, 2021
by
Vishnu Banna
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067c3cd1
runtime
:
all_reduce_alg
:
null
batchnorm_spatial_persistent
:
false
dataset_num_private_threads
:
null
default_shard_dim
:
-1
distribution_strategy
:
mirrored
enable_xla
:
false
gpu_thread_mode
:
null
loss_scale
:
dynamic
mixed_precision_dtype
:
float16
num_cores_per_replica
:
1
num_gpus
:
2
num_packs
:
1
per_gpu_thread_count
:
0
run_eagerly
:
false
task_index
:
-1
tpu
:
null
tpu_enable_xla_dynamic_padder
:
null
worker_hosts
:
null
task
:
evaluation
:
top_k
:
5
gradient_clip_norm
:
0.0
init_checkpoint
:
'
'
logging_dir
:
null
losses
:
l2_weight_decay
:
0.0005
label_smoothing
:
0.0
one_hot
:
true
model
:
add_head_batch_norm
:
false
backbone
:
darknet
:
depth_scale
:
1.0
dilate
:
false
max_level
:
5
min_level
:
3
model_id
:
darknet53
use_reorg_input
:
false
use_separable_conv
:
false
width_scale
:
1.0
type
:
darknet
dropout_rate
:
0.0
input_size
:
[
256
,
256
,
3
]
kernel_initializer
:
VarianceScaling
norm_activation
:
activation
:
mish
norm_epsilon
:
0.001
norm_momentum
:
0.99
use_sync_bn
:
true
num_classes
:
1001
name
:
null
train_data
:
aug_policy
:
null
aug_rand_hflip
:
true
aug_type
:
null
block_length
:
1
cache
:
false
color_jitter
:
0.0
cycle_length
:
10
decode_jpeg_only
:
true
decoder
:
simple_decoder
:
mask_binarize_threshold
:
null
regenerate_source_id
:
false
type
:
simple_decoder
deterministic
:
null
drop_remainder
:
true
dtype
:
float16
enable_tf_data_service
:
false
file_type
:
tfrecord
global_batch_size
:
16
image_field_key
:
image/encoded
input_path
:
'
'
is_multilabel
:
false
is_training
:
true
label_field_key
:
image/class/label
mixup_and_cutmix
:
null
randaug_magnitude
:
10
random_erasing
:
null
seed
:
null
sharding
:
true
shuffle_buffer_size
:
100
tf_data_service_address
:
null
tf_data_service_job_name
:
null
tfds_as_supervised
:
false
tfds_data_dir
:
~/tensorflow_datasets/
tfds_name
:
imagenet2012
tfds_skip_decoding_feature
:
'
'
tfds_split
:
train
validation_data
:
aug_policy
:
null
aug_rand_hflip
:
true
aug_type
:
null
block_length
:
1
cache
:
false
color_jitter
:
0.0
cycle_length
:
10
decode_jpeg_only
:
true
decoder
:
simple_decoder
:
mask_binarize_threshold
:
null
regenerate_source_id
:
false
type
:
simple_decoder
deterministic
:
null
drop_remainder
:
false
dtype
:
float16
enable_tf_data_service
:
false
file_type
:
tfrecord
global_batch_size
:
16
image_field_key
:
image/encoded
input_path
:
'
'
is_multilabel
:
false
is_training
:
true
label_field_key
:
image/class/label
mixup_and_cutmix
:
null
randaug_magnitude
:
10
random_erasing
:
null
seed
:
null
sharding
:
true
shuffle_buffer_size
:
100
tf_data_service_address
:
null
tf_data_service_job_name
:
null
tfds_as_supervised
:
false
tfds_data_dir
:
~/tensorflow_datasets/
tfds_name
:
imagenet2012
tfds_skip_decoding_feature
:
'
'
tfds_split
:
validation
trainer
:
allow_tpu_summary
:
false
best_checkpoint_eval_metric
:
'
'
best_checkpoint_export_subdir
:
'
'
best_checkpoint_metric_comp
:
higher
checkpoint_interval
:
10000
continuous_eval_timeout
:
3600
eval_tf_function
:
true
eval_tf_while_loop
:
false
loss_upper_bound
:
1000000.0
max_to_keep
:
5
optimizer_config
:
ema
:
null
learning_rate
:
polynomial
:
cycle
:
false
decay_steps
:
6392000
end_learning_rate
:
1.25e-05
initial_learning_rate
:
0.0125
name
:
PolynomialDecay
offset
:
0
power
:
4.0
type
:
polynomial
optimizer
:
sgd
:
clipnorm
:
null
clipvalue
:
null
decay
:
0.0
global_clipnorm
:
null
momentum
:
0.9
name
:
SGD
nesterov
:
false
type
:
sgd
warmup
:
linear
:
name
:
linear
warmup_learning_rate
:
0
warmup_steps
:
8000
type
:
linear
recovery_begin_steps
:
0
recovery_max_trials
:
0
steps_per_loop
:
10000
summary_interval
:
10000
train_steps
:
6400000
train_tf_function
:
true
train_tf_while_loop
:
true
validation_interval
:
10000
validation_steps
:
3200
validation_summary_subdir
:
validation
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