From 33efe4a09f459832e8beceba70add0695cc485e4 Mon Sep 17 00:00:00 2001
From: Max Ryabinin <mryabinin0@gmail.com>
Date: Thu, 30 Jun 2022 18:14:20 +0300
Subject: Remove unused imports, fix NotImplementedError

---
 bitsandbytes/optim/adagrad.py | 3 ---
 1 file changed, 3 deletions(-)

(limited to 'bitsandbytes/optim/adagrad.py')

diff --git a/bitsandbytes/optim/adagrad.py b/bitsandbytes/optim/adagrad.py
index 84ade3c..4f51250 100644
--- a/bitsandbytes/optim/adagrad.py
+++ b/bitsandbytes/optim/adagrad.py
@@ -2,11 +2,8 @@
 #   
 # This source code is licensed under the MIT license found in the 
 # LICENSE file in the root directory of this source tree.
-import torch
 from bitsandbytes.optim.optimizer import Optimizer1State
 
-torch.optim.Adagrad
-
 class Adagrad(Optimizer1State):
     def __init__(self, params, lr=1e-2, lr_decay=0, weight_decay=0, initial_accumulator_value=0, eps=1e-10,
             optim_bits=32, args=None, min_8bit_size=4096, percentile_clipping=100, block_wise=True):
-- 
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