PoliBa-DeepLearning/NanoSocrates
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Added verbosity level

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This commit is contained in:
Christian Risi 2025-10-12 00:13:03 +02:00
parent acd978cbc5
commit f51ada866f
1 changed files with 9 additions and 4 deletions
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13
Playgrounds/nanosocrates-train-experiment-2.py
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@ -51,6 +51,7 @@ VALIDATION_STEPS = 50
CHECKPOINT_STEPS = VALIDATION_STEPS * 4 CHECKPOINT_STEPS = VALIDATION_STEPS * 4
PATIENCE = 4 PATIENCE = 4
CURRENT_EPOCH = 0 CURRENT_EPOCH = 0
VERBOSE = False
SOS_TOKEN = TOKENANO.encode("<SOS>")[0] SOS_TOKEN = TOKENANO.encode("<SOS>")[0]
@ -125,7 +126,8 @@ while current_epoch < MAX_EPOCHS:
batch_counter = 0 batch_counter = 0
print(f"EPOCH {current_epoch} STARTING") if VERBOSE:
print(f"EPOCH {current_epoch} STARTING")
for batch in TRAIN_BATCHER.batch(MINI_BATCH_SIZE): for batch in TRAIN_BATCHER.batch(MINI_BATCH_SIZE):
@ -146,7 +148,8 @@ while current_epoch < MAX_EPOCHS:
dec_x[:, 1:] = tgt[:, :-1] dec_x[:, 1:] = tgt[:, :-1]
dec_x_pad = dec_x.eq(PAD_TOKEN) dec_x_pad = dec_x.eq(PAD_TOKEN)
print(f"\tBATCH {batch_counter} Starting") if VERBOSE:
print(f"\tBATCH {batch_counter} Starting")
# Task 1 and Task 2 # Task 1 and Task 2
if tasktype == Batch.TaskType.RDF2TXT or tasktype == Batch.TaskType.TEXT2RDF: if tasktype == Batch.TaskType.RDF2TXT or tasktype == Batch.TaskType.TEXT2RDF:
@ -173,7 +176,8 @@ while current_epoch < MAX_EPOCHS:
# Task 3 # Task 3
if tasktype == Batch.TaskType.MASKING: if tasktype == Batch.TaskType.MASKING:
print(f"\tExecuting TASK 3 - BATCH {batch_counter}") if VERBOSE:
print(f"\tExecuting TASK 3 - BATCH {batch_counter}")
encoder_only_optim.zero_grad() encoder_only_optim.zero_grad()
@ -192,7 +196,8 @@ while current_epoch < MAX_EPOCHS:
# Task 4 # Task 4
if tasktype == Batch.TaskType.COMPLETATION: if tasktype == Batch.TaskType.COMPLETATION:
print(f"\tExecuting TASK 4 - BATCH {batch_counter}") if VERBOSE:
print(f"\tExecuting TASK 4 - BATCH {batch_counter}")
decoder_only_optim.zero_grad() decoder_only_optim.zero_grad()