AntoineH/smart_augmentation
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Fixs + Benchmark

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Harle, Antoine (Contracteur) 2020-02-21 15:29:34 -05:00
parent 49472adfab
commit f450fa8201
5 changed files with 60 additions and 16 deletions
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10
higher/smart_aug/test_dataug.py
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@ -69,8 +69,8 @@ if __name__ == "__main__":
model = model.to(device)
print("{} on {} for {} epochs".format(model_name, device_name, epochs))
#print("RandAugment(N{}-M{:.2f})-{} on {} for {} epochs".format(rand_aug['N'],rand_aug['M'],model_name, device_name, epochs))
print("{} on {} for {} epochs{}".format(model_name, device_name, epochs, postfix))
#print("RandAugment(N{}-M{:.2f})-{} on {} for {} epochs{}".format(rand_aug['N'],rand_aug['M'],model_name, device_name, epochs, postfix))
log= train_classic(model=model, opt_param=optim_param, epochs=epochs, print_freq=10)
#log= train_classic_higher(model=model, epochs=epochs)
@ -88,9 +88,9 @@ if __name__ == "__main__":
#"Rand_Aug": rand_aug,
"Log": log}
print(model_name,": acc", out["Accuracy"], "in:", out["Time"][0], "+/-", out["Time"][1])
filename = "{}-{} epochs".format(model_name,epochs)
filename = "{}-{} epochs".format(model_name,epochs)+postfix
#print("RandAugment-",model_name,": acc", out["Accuracy"], "in:", out["Time"][0], "+/-", out["Time"][1])
#filename = "RandAugment(N{}-M{:.2f})-{}-{} epochs".format(rand_aug['N'],rand_aug['M'],model_name,epochs)+'-cosine'
#filename = "RandAugment(N{}-M{:.2f})-{}-{} epochs".format(rand_aug['N'],rand_aug['M'],model_name,epochs)+postfix
with open("../res/log/%s.json" % filename, "w+") as f:
try:
json.dump(out, f, indent=True)
@ -128,7 +128,7 @@ if __name__ == "__main__":
TF_ignore_mag=tf_ignore_mag), model).to(device)
#aug_model = Augmented_model(RandAug(TF_dict=tf_dict, N_TF=2), model).to(device)
print("{} on {} for {} epochs - {} inner_it".format(str(aug_model), device_name, epochs, n_inner_iter))
print("{} on {} for {} epochs - {} inner_it{}".format(str(aug_model), device_name, epochs, n_inner_iter, postfix))
log= run_dist_dataugV3(model=aug_model,
epochs=epochs,
inner_it=n_inner_iter,