From d798295ace4dc0cee1da17218afbde123c46dfcb Mon Sep 17 00:00:00 2001
From: Colin <colin>
Date: Mon, 16 Sep 2024 17:27:37 +0800
Subject: [PATCH] Update.

---
 unsuper/conv1_weight.png            | Bin 647 -> 0 bytes
 unsuper/dump1/conv1_output.png      | Bin 3492 -> 4103 bytes
 unsuper/dump1/conv1_weight.png      | Bin 415 -> 447 bytes
 unsuper/dump1/conv2_output.png      | Bin 246 -> 268 bytes
 unsuper/dump1/conv2_weight.png      | Bin 711 -> 700 bytes
 unsuper/dump1/conv2_weight_grad.png | Bin 733 -> 762 bytes
 unsuper/dump1/fc_output.png         | Bin 108 -> 109 bytes
 unsuper/dump1/fc_weight.png         | Bin 661 -> 686 bytes
 unsuper/dump1/fc_weight_grad.png    | Bin 648 -> 649 bytes
 unsuper/dump1/pool_output.png       | Bin 107 -> 129 bytes
 unsuper/dump2/conv1_output.png      | Bin 4166 -> 4797 bytes
 unsuper/dump2/conv1_weight.png      | Bin 415 -> 447 bytes
 unsuper/dump2/conv2_output.png      | Bin 220 -> 253 bytes
 unsuper/dump2/conv2_weight.png      | Bin 711 -> 700 bytes
 unsuper/dump2/conv2_weight_grad.png | Bin 727 -> 753 bytes
 unsuper/dump2/fc_output.png         | Bin 106 -> 106 bytes
 unsuper/dump2/fc_weight.png         | Bin 661 -> 686 bytes
 unsuper/dump2/fc_weight_grad.png    | Bin 621 -> 658 bytes
 unsuper/dump2/pool_output.png       | Bin 113 -> 118 bytes
 unsuper/minist.py                   |   4 ++--
 20 files changed, 2 insertions(+), 2 deletions(-)
 delete mode 100644 unsuper/conv1_weight.png

diff --git a/unsuper/conv1_weight.png b/unsuper/conv1_weight.png
deleted file mode 100644
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diff --git a/unsuper/dump1/conv1_weight.png b/unsuper/dump1/conv1_weight.png
index 4ee741a739d68ef1bdf7826bb190be8b39b0d4b2..7cf3c243a239094b0c91886d9d6bbdb249323803 100644
GIT binary patch
delta 421
zcmV;W0b2f_1HS{1B!7lUL_t(26_vpuYg=I$hT;2zN4z4UA|fK<6e=nzI<enSGdVU`
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delta 388
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diff --git a/unsuper/dump1/conv2_output.png b/unsuper/dump1/conv2_output.png
index fb9737adeb3f3dec8056383cda0007fb400b334c..a9b7470e7380f291c89546806d6f8e7d20f444c7 100644
GIT binary patch
delta 240
zcmV<M01yB60gM8WB!AOML_t&t9b;r@_^(ud|L#R4h8%{*BMflx?|%~`149D?9LUrQ
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delta 218
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diff --git a/unsuper/dump1/conv2_weight.png b/unsuper/dump1/conv2_weight.png
index f9bd9155a9c6a751d0f89a40151f09cdfa1ada73..b364492395fe8dfcff9d4f1d98bfd23a8efcc232 100644
GIT binary patch
delta 676
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delta 687
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diff --git a/unsuper/dump1/conv2_weight_grad.png b/unsuper/dump1/conv2_weight_grad.png
index 63e0b78fba672efe581deacbc326d743f6471db1..b1a36c2e2c5232a13199197516c85b8b8b555ec1 100644
GIT binary patch
delta 738
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delta 709
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diff --git a/unsuper/dump1/fc_output.png b/unsuper/dump1/fc_output.png
index 8a0200f0f038d932385c441af08bd9f4dac1f88d..aa91f6fa60e92515b0165c94ec51352264f96757 100644
GIT binary patch
delta 78
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delta 77
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diff --git a/unsuper/dump1/fc_weight.png b/unsuper/dump1/fc_weight.png
index 3d66203a6d960cf687ab56bac3f83cf996e87eff..43ef3f988954fba79ce9bafc36d71c5a81e3e663 100644
GIT binary patch
delta 662
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delta 636
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diff --git a/unsuper/dump1/fc_weight_grad.png b/unsuper/dump1/fc_weight_grad.png
index f86c1dce6a71dc13195851786adffdd24d52512f..fa41304ee83960942ea54b40524ca0bfe35425b9 100644
GIT binary patch
delta 624
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delta 623
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diff --git a/unsuper/dump1/pool_output.png b/unsuper/dump1/pool_output.png
index 49eb3715f6bdbe2c5ee001ea45db6034883273b1..41f65620c4c1a35dbe0a1910196b2332f67df0f4 100644
GIT binary patch
delta 99
zcmV-p0G$78fdP;tT}VkpK~xAGV`N}xU;qM{`nt!>3=9m63=9nnFi`iOiLvT`+Z6_#
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FV1kUkC8GcU

delta 77
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g=;akjQlUPd8G~-{Fn088U&jChp00i_>zopr0L7ddVgLXD

diff --git a/unsuper/dump2/conv1_output.png b/unsuper/dump2/conv1_output.png
index d13915cf19dbf7336e5b9d146e57c42d43491f01..c01819e8aa483e534d24722ea0e7c4457d654931 100644
GIT binary patch
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diff --git a/unsuper/dump2/conv1_weight.png b/unsuper/dump2/conv1_weight.png
index 4ee741a739d68ef1bdf7826bb190be8b39b0d4b2..7cf3c243a239094b0c91886d9d6bbdb249323803 100644
GIT binary patch
delta 421
zcmV;W0b2f_1HS{1B!7lUL_t(26_vpuYg=I$hT;2zN4z4UA|fK<6e=nzI<enSGdVU`
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P00000NkvXXu0mjfO7FJm

delta 388
zcmV-~0ek+x1D^wsB!6Z}L_t(26_vrEYm{LC$MNq2zwm@7TrgaCg$))iT-f@7L6gNQ
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diff --git a/unsuper/dump2/conv2_output.png b/unsuper/dump2/conv2_output.png
index 58df023bdc8d19f73586034a3d66eeab635ed832..6d62a356d97bb782873f0700f0590efffcc5352c 100644
GIT binary patch
delta 225
zcmV<703QF`0sR4xB!9$7L_t&t9d*IKN<v{6z~SHPqKkiq28RX_2f;I)LJGWxh6o7-
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delta 192
zcmV;x06+iz0o(zQB!8nxL_t&t9d*I63jtvmz~SG!Dzo{@XjEroG!moH;4d(8_u1^q
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diff --git a/unsuper/dump2/conv2_weight.png b/unsuper/dump2/conv2_weight.png
index f9bd9155a9c6a751d0f89a40151f09cdfa1ada73..b364492395fe8dfcff9d4f1d98bfd23a8efcc232 100644
GIT binary patch
delta 676
zcmV;V0$csZ1-u22B!7cRL_t(26_vs5iwto9!13=-^I~FT%E)3~Y-h^msdb1#-3vMi
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delta 687
zcmV;g0#N<D1;+)DB!7-cL_t(26_vqJXcK1u!14d59}>nvZ}z|guPmbx0+t!5LO>rx
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diff --git a/unsuper/dump2/conv2_weight_grad.png b/unsuper/dump2/conv2_weight_grad.png
index 0a9ae3a7bc853d57e899022268e07f6e9cd4bace..4efbca8d655268e90860c372b6635b446cd3a693 100644
GIT binary patch
delta 729
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LNkvXXu0mjf`OSA1

delta 703
zcmV;w0zm!o1=j_TB!8YsL_t(26_vsNOWbuF!13oRV;!3_N3E&d#v(VZjS`B8u<(a5
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diff --git a/unsuper/dump2/fc_output.png b/unsuper/dump2/fc_output.png
index d07871915cae0b7088b52b4c03b5d9ba25316240..e9675c0d918aba9e2662dfd89ef761d451428ff8 100644
GIT binary patch
delta 66
zcmd1GnxJbt<HP@Y4&}u@%!fOxj+yiDD0%-g-eB-&|A7-H44&6Jb15@R7?>F-Ffgq8
W$m9HY;vabiAn<hcb6Mw<&;$UWx*3=N

delta 66
zcmd1GnxJcY;%B`1&Yhhf<(=JZAG5QuF}8{F*gX9I-oVJ{&5!#J4xV6O>*3|$U|`r3
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diff --git a/unsuper/dump2/fc_weight.png b/unsuper/dump2/fc_weight.png
index 3d66203a6d960cf687ab56bac3f83cf996e87eff..43ef3f988954fba79ce9bafc36d71c5a81e3e663 100644
GIT binary patch
delta 662
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diff --git a/unsuper/dump2/fc_weight_grad.png b/unsuper/dump2/fc_weight_grad.png
index f7041e8b0afd9da47fb10912665728af8d592244..0e6c057156105122f7535ded8b2397e61b09f3da 100644
GIT binary patch
delta 633
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delta 596
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diff --git a/unsuper/dump2/pool_output.png b/unsuper/dump2/pool_output.png
index c08cd8d74ad008f9937f4c8e717b101e8cfe81d1..40efe5b7160c9edfa042d089783cf4b42c2b6fd7 100644
GIT binary patch
delta 87
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delta 82
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diff --git a/unsuper/minist.py b/unsuper/minist.py
index 8a1dec2..4421692 100644
--- a/unsuper/minist.py
+++ b/unsuper/minist.py
@@ -125,14 +125,14 @@ for epoch in range(epochs):
         loss.backward()
         optimizer_unsuper.step()
         if (i + 1) % 100 == 0:
-            print(f"Epoch [{epoch+1}/{num_epochs}], Step [{i+1}/{n_total_steps}], Loss: {loss.item():.8f}")
+            print(f"Epoch [{epoch+1}/{epochs}], Step [{i+1}/{n_total_steps}], Loss: {loss.item():.8f}")
 
 # Train the model
 model.conv1.weight.requires_grad = False
 model.conv2.weight.requires_grad = True
 model.fc1.weight.requires_grad = True
 criterion = nn.CrossEntropyLoss()
-optimizer = torch.optim.SGD(filter(lambda p: p.requires_grad, model.parameters()), lr=0.6)
+optimizer = torch.optim.SGD(filter(lambda p: p.requires_grad, model.parameters()), lr=0.2)
 n_total_steps = len(train_loader)
 for epoch in range(num_epochs):
     for i, (images, labels) in enumerate(train_loader):