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Config changes #3

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Config changes #3

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# ----------------------------------------------------------------------------------- #
# PROFILING
# ----------------------------------------------------------------------------------- #
PROFILING:
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We might want to do a memory profiling tutorial?

# ------------------------------------------------------------- #
REGNET: {}
# ------------------------------------------------------------- #
# ResNe(X)t params
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Important change in configuration structure!

# options include vit_b_32, vit_b_16, vit_l_32, vit_l_16, vit_h_14.
# Using
# ------------------------------------------------------------- #
VISION_TRANSFORMERS:
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Important to highlight new models!

# ----------------------------------------------------------------------------------- #
# OPTIMIZER
# ----------------------------------------------------------------------------------- #
OPTIMIZER:
name: "sgd"
# whether to shard optimizer state as per ZeRO https://arxiv.org/abs/1910.02054
use_zero: False
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Can we use zero for non_fsdp?

@@ -833,16 +1252,34 @@ config:
EVAL_DATASET_NAME: "Paris"
# Path to the compute_ap binary to evaluate Oxford / Paris
EVAL_BINARY_PATH: ""
# Path to a temporary directory to store features and scores
TEMP_DIR: "/tmp/instance_retrieval/"
# Whether or not to save the retrieval ranking scores (metrics, rankings, similarity scores)
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New IMG_RETRIEVAL options!

ROLLING_BTIME_FREQ: -1

# Debugging utilities
REPRODUCIBILITY:
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Where to put this?

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