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Tm [ (ble) -251.981 (of) -251.996 (performing) -251.992 (standardization\054) -253.014 (which) -251.01 (centers) -251.993 (and) -251.981 (scales) ] TJ 1.02 0 0 1 50.1121 81 Tm [ (the) -274.982 (acti) 25.0132 (v) 23.9934 (ations) -273.993 (b) 18.9955 (ut) -274.996 (does) -274.991 (not) -274.99 (decorrelate) -275.014 (them) -275.014 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R12 9.9626 Tf 1 0 0 1 238.854 81 Tm (19) Tj ET Q 0 0 0 rg q 10 0 0 10 0 0 cm BT /R12 9.9626 Tf 1.02 0 0 1 248.817 81 Tm [ (\135\056) -393 (On) -274.983 (the) ] TJ ET Q q 3088.63 4418.24 2380.98 1364.06 re W n 1 1 1 rg 3080 4410 2390 1380 re f 3.036 w 0.75391 0 0 RG 4349.73 4657.73 m 4328.87 4701.99 4378.44 4769.22 4460.43 4807.85 c 4542.38 4846.48 4625.78 4841.95 4646.64 4797.7 c 4667.5 4753.44 4617.93 4686.25 4535.98 4647.62 c 4453.95 4608.95 4370.59 4613.48 4349.73 4657.73 c h 4349.73 4657.73 m S 1 0 0 rg 4315.9 4635.55 m 4323.95 4639.84 l 4322.46 4642.5 l 4314.45 4638.2 l h 4326.6 4641.29 m 4334.61 4645.62 l 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m 4484.26 4726.29 l 4482.81 4728.98 l 4474.8 4724.65 l h 4486.91 4727.77 m 4494.96 4732.07 l 4493.48 4734.77 l 4485.47 4730.43 l h 4497.62 4733.52 m 4505.62 4737.85 l 4504.18 4740.51 l 4496.17 4736.21 l h 4508.32 4739.26 m 4516.33 4743.59 l 4514.88 4746.29 l 4506.88 4741.95 l h 4518.98 4745.04 m 4526.99 4749.38 l 4525.59 4752.07 l 4517.58 4747.7 l h 4529.69 4750.82 m 4537.7 4755.16 l 4536.25 4757.81 l 4528.24 4753.48 l h 4540.35 4756.56 m 4548.4 4760.9 l 4546.95 4763.59 l 4538.95 4759.26 l h 4551.05 4762.34 m 4559.06 4766.64 l 4557.66 4769.34 l 4549.61 4765 l h 4561.76 4768.12 m 4569.77 4772.42 l 4568.32 4775.08 l 4560.31 4770.78 l h 4572.42 4773.87 m 4580.43 4778.2 l 4579.02 4780.86 l 4571.02 4776.56 l h 4583.12 4779.65 m 4591.13 4783.95 l 4589.69 4786.64 l 4581.68 4782.3 l h 4593.79 4785.39 m 4601.84 4789.73 l 4600.39 4792.38 l 4592.38 4788.05 l h 4604.53 4791.17 m 4612.54 4795.51 l 4611.05 4798.16 l 4603.05 4793.83 l h 4615.2 4796.91 m 4623.2 4801.25 l 4621.76 4803.95 l 4613.75 4799.61 l h 4625.9 4802.7 m 4633.91 4806.99 l 4632.46 4809.69 l 4624.41 4805.35 l h 4636.56 4808.48 m 4644.61 4812.77 l 4643.12 4815.43 l 4635.12 4811.13 l h 4647.27 4814.22 m 4655.27 4818.55 l 4653.83 4821.21 l 4645.82 4816.91 l h 4657.97 4820 m 4665.98 4824.3 l 4664.49 4826.99 l 4656.48 4822.66 l h 4668.63 4825.78 m 4676.64 4830.08 l 4675.23 4832.73 l 4667.19 4828.44 l h 4679.34 4831.48 m 4687.34 4835.86 l 4685.9 4838.52 l 4677.89 4834.18 l h 4324.88 4655.66 m 4312.54 4635.43 l 4336.21 4634.65 l 4337.03 4634.61 4337.73 4635.27 4337.77 4636.09 c 4337.81 4636.95 4337.15 4637.66 4336.33 4637.7 c 4315.23 4638.4 l 4316.48 4636.09 l 4327.5 4654.06 l 4327.89 4654.77 4327.7 4655.7 4326.95 4656.13 c 4326.25 4656.6 4325.31 4656.37 4324.88 4655.66 c h 4678.67 4819.34 m 4691.05 4839.53 l 4667.34 4840.35 l 4666.52 4840.35 4665.82 4839.73 4665.78 4838.87 c 4665.74 4838.05 4666.41 4837.34 4667.23 4837.3 c 4688.32 4836.6 l 4687.07 4838.91 l 4676.09 4820.9 l 4675.66 4820.2 4675.9 4819.26 4676.6 4818.83 c 4677.3 4818.4 4678.24 4818.63 4678.67 4819.34 c h 4678.67 4819.34 m f 4433.98 4879.77 m 4437.97 4871.56 l 4435.23 4870.23 l 4431.25 4878.44 l h 4439.3 4868.83 m 4443.28 4860.66 l 4440.55 4859.34 l 4436.56 4867.5 l h 4444.61 4857.93 m 4448.59 4849.77 l 4445.86 4848.4 l 4441.88 4856.6 l h 4449.92 4847.03 m 4453.91 4838.83 l 4451.17 4837.5 l 4447.19 4845.66 l h 4455.23 4836.09 m 4459.22 4827.89 l 4456.48 4826.56 l 4452.5 4834.77 l h 4460.55 4825.16 m 4464.53 4816.95 l 4461.8 4815.66 l 4457.81 4823.83 l h 4465.86 4814.22 m 4469.84 4806.05 l 4467.11 4804.73 l 4463.12 4812.93 l h 4471.13 4803.32 m 4475.16 4795.12 l 4472.42 4793.79 l 4468.44 4801.99 l h 4476.45 4792.38 m 4480.47 4784.22 l 4477.73 4782.85 l 4473.71 4791.05 l h 4481.76 4781.48 m 4485.74 4773.28 l 4483.01 4771.95 l 4479.02 4780.12 l h 4487.07 4770.55 m 4491.05 4762.38 l 4488.32 4761.05 l 4484.34 4769.22 l h 4492.38 4759.65 m 4496.37 4751.45 l 4493.63 4750.12 l 4489.65 4758.32 l h 4497.7 4748.71 m 4501.68 4740.51 l 4498.95 4739.18 l 4494.96 4747.38 l h 4503.01 4737.77 m 4506.99 4729.57 l 4504.26 4728.28 l 4500.27 4736.48 l h 4508.32 4726.88 m 4512.3 4718.67 l 4509.57 4717.34 l 4505.59 4725.55 l h 4513.63 4715.94 m 4517.62 4707.77 l 4514.88 4706.41 l 4510.9 4714.61 l h 4518.95 4705.04 m 4522.93 4696.84 l 4520.2 4695.51 l 4516.21 4703.67 l h 4524.26 4694.1 m 4528.24 4685.9 l 4525.51 4684.61 l 4521.52 4692.77 l h 4529.57 4683.2 m 4533.52 4675 l 4530.82 4673.67 l 4526.84 4681.88 l h 4534.88 4672.27 m 4538.83 4664.06 l 4536.13 4662.73 l 4532.15 4670.94 l h 4540.2 4661.33 m 4544.18 4653.12 l 4541.45 4651.84 l 4537.46 4660 l h 4545.51 4650.39 m 4549.49 4642.23 l 4546.76 4640.9 l 4542.77 4649.1 l h 4550.82 4639.49 m 4554.8 4631.33 l 4552.07 4629.96 l 4548.09 4638.16 l h 4556.13 4628.59 m 4560.12 4620.39 l 4557.38 4619.06 l 4553.4 4627.23 l h 4561.45 4617.66 m 4565.39 4609.49 l 4562.66 4608.16 l 4558.71 4616.33 l h 4429.53 4858.2 m 4431.33 4881.8 l 4450.98 4868.63 l 4451.68 4868.16 4451.88 4867.23 4451.41 4866.52 c 4450.94 4865.86 4450 4865.62 4449.3 4866.13 c 4431.76 4877.85 l 4434.14 4878.98 l 4432.54 4857.97 l 4432.5 4857.11 4431.76 4856.48 4430.9 4856.56 c 4430.12 4856.64 4429.45 4857.38 4429.53 4858.2 c h 4567.11 4629.77 m 4565.31 4606.13 l 4545.66 4619.34 l 4544.96 4619.77 4544.77 4620.7 4545.23 4621.41 c 4545.7 4622.11 4546.64 4622.3 4547.34 4621.84 c 4564.88 4610.12 l 4562.5 4608.95 l 4564.1 4629.96 l 4564.18 4630.82 4564.88 4631.45 4565.7 4631.41 c 4566.56 4631.33 4567.19 4630.59 4567.11 4629.77 c h 4567.11 4629.77 m f 0 0.43896 0.75391 rg 3925.86 4737.3 m 4197.85 4740.98 l 4197.77 4745.7 l 3925.78 4742.03 l h 4194.88 4734.22 m 4213.01 4743.55 l 4194.65 4752.42 l h 4194.88 4734.22 m f 3925.82 4745.51 m 3925.31 4988.48 l 3930.04 4988.48 l 3930.55 4745.51 l h 3918.55 4985.43 m 3927.66 5003.67 l 3936.8 4985.51 l h 3918.55 4985.43 m f 0 0 0 rg 3943.48 4768.67 m 3943.48 4773.44 3947.3 4777.27 3952.03 4777.27 c 3956.8 4777.27 3960.62 4773.44 3960.62 4768.67 c 3960.62 4763.95 3956.8 4760.12 3952.03 4760.12 c 3947.3 4760.12 3943.48 4763.95 3943.48 4768.67 c h 3943.48 4768.67 m f* 3969.34 4781.09 m 3969.34 4785.82 3973.28 4789.65 3978.09 4789.65 c 3982.93 4789.65 3986.84 4785.82 3986.84 4781.09 c 3986.84 4776.33 3982.93 4772.5 3978.09 4772.5 c 3973.28 4772.5 3969.34 4776.33 3969.34 4781.09 c h 3969.34 4781.09 m f* 3931.09 4754.1 m 3931.09 4758.87 3934.92 4762.7 3939.65 4762.7 c 3944.41 4762.7 3948.24 4758.87 3948.24 4754.1 c 3948.24 4749.38 3944.41 4745.55 3939.65 4745.55 c 3934.92 4745.55 3931.09 4749.38 3931.09 4754.1 c h 3931.09 4754.1 m f* 3897.58 4756.68 m 3897.58 4761.41 3901.41 4765.23 3906.13 4765.23 c 3910.9 4765.23 3914.69 4761.41 3914.69 4756.68 c 3914.69 4751.91 3910.9 4748.09 3906.13 4748.09 c 3901.41 4748.09 3897.58 4751.91 3897.58 4756.68 c h 3897.58 4756.68 m f* 3903.79 4731.52 m 3903.79 4736.25 3907.7 4740.08 3912.54 4740.08 c 3917.34 4740.08 3921.25 4736.25 3921.25 4731.52 c 3921.25 4726.8 3917.34 4722.97 3912.54 4722.97 c 3907.7 4722.97 3903.79 4726.8 3903.79 4731.52 c h 3903.79 4731.52 m f* 3867.34 4708.05 m 3867.34 4712.85 3871.17 4716.76 3875.9 4716.76 c 3880.62 4716.76 3884.45 4712.85 3884.45 4708.05 c 3884.45 4703.2 3880.62 4699.3 3875.9 4699.3 c 3871.17 4699.3 3867.34 4703.2 3867.34 4708.05 c h 3867.34 4708.05 m f* 3974.45 4760.51 m 3974.45 4765.31 3978.28 4769.22 3983.01 4769.22 c 3987.73 4769.22 3991.56 4765.31 3991.56 4760.51 c 3991.56 4755.66 3987.73 4751.76 3983.01 4751.76 c 3978.28 4751.76 3974.45 4755.66 3974.45 4760.51 c h 3974.45 4760.51 m f* 3929.3 4724.26 m 3929.3 4728.98 3933.2 4732.81 3938.01 4732.81 c 3942.85 4732.81 3946.76 4728.98 3946.76 4724.26 c 3946.76 4719.49 3942.85 4715.66 3938.01 4715.66 c 3933.2 4715.66 3929.3 4719.49 3929.3 4724.26 c h 3929.3 4724.26 m f* 3962.07 4741.37 m 3962.07 4746.09 3965.98 4749.92 3970.82 4749.92 c 3975.62 4749.92 3979.57 4746.09 3979.57 4741.37 c 3979.57 4736.64 3975.62 4732.81 3970.82 4732.81 c 3965.98 4732.81 3962.07 4736.64 3962.07 4741.37 c h 3962.07 4741.37 m f* 3995.94 4781.45 m 3995.94 4786.17 3999.77 4790 4004.49 4790 c 4009.26 4790 4013.09 4786.17 4013.09 4781.45 c 4013.09 4776.72 4009.26 4772.89 4004.49 4772.89 c 3999.77 4772.89 3995.94 4776.72 3995.94 4781.45 c h 3995.94 4781.45 m f* 3938.01 4709.69 m 3938.01 4714.41 3941.84 4718.24 3946.6 4718.24 c 3951.33 4718.24 3955.16 4714.41 3955.16 4709.69 c 3955.16 4704.92 3951.33 4701.09 3946.6 4701.09 c 3941.84 4701.09 3938.01 4704.92 3938.01 4709.69 c h 3938.01 4709.69 m f* 3889.57 4707.3 m 3889.57 4712.11 3893.4 4716.05 3898.12 4716.05 c 3902.85 4716.05 3906.68 4712.11 3906.68 4707.3 c 3906.68 4702.46 3902.85 4698.55 3898.12 4698.55 c 3893.4 4698.55 3889.57 4702.46 3889.57 4707.3 c h 3889.57 4707.3 m f* 3866.99 4735.55 m 3866.99 4740.27 3870.82 4744.1 3875.55 4744.1 c 3880.27 4744.1 3884.1 4740.27 3884.1 4735.55 c 3884.1 4730.78 3880.27 4726.99 3875.55 4726.99 c 3870.82 4726.99 3866.99 4730.78 3866.99 4735.55 c h 3866.99 4735.55 m f* 3834.57 4718.05 m 3834.57 4722.77 3838.4 4726.6 3843.12 4726.6 c 3847.85 4726.6 3851.68 4722.77 3851.68 4718.05 c 3851.68 4713.32 3847.85 4709.49 3843.12 4709.49 c 3838.4 4709.49 3834.57 4713.32 3834.57 4718.05 c h 3834.57 4718.05 m f* 3894.69 4699.3 m 3894.69 4704.1 3898.59 4708.05 3903.4 4708.05 c 3908.24 4708.05 3912.15 4704.1 3912.15 4699.3 c 3912.15 4694.45 3908.24 4690.55 3903.4 4690.55 c 3898.59 4690.55 3894.69 4694.45 3894.69 4699.3 c h 3894.69 4699.3 m f* 3851.68 4692.54 m 3851.68 4697.27 3855.51 4701.09 3860.23 4701.09 c 3864.96 4701.09 3868.79 4697.27 3868.79 4692.54 c 3868.79 4687.81 3864.96 4683.98 3860.23 4683.98 c 3855.51 4683.98 3851.68 4687.81 3851.68 4692.54 c h 3851.68 4692.54 m f* 3825.82 4682.34 m 3825.82 4687.07 3829.65 4690.9 3834.38 4690.9 c 3839.1 4690.9 3842.93 4687.07 3842.93 4682.34 c 3842.93 4677.62 3839.1 4673.79 3834.38 4673.79 c 3829.65 4673.79 3825.82 4677.62 3825.82 4682.34 c h 3825.82 4682.34 m f* 3821.8 4705.66 m 3821.8 4710.39 3825.62 4714.22 3830.35 4714.22 c 3835.12 4714.22 3838.95 4710.39 3838.95 4705.66 c 3838.95 4700.94 3835.12 4697.11 3830.35 4697.11 c 3825.62 4697.11 3821.8 4700.94 3821.8 4705.66 c h 3821.8 4705.66 m f* 0 0.43896 0.75391 rg 5098.24 4734.02 m 5370.23 4737.7 l 5370.16 4742.42 l 5098.16 4738.75 l h 5367.27 4730.94 m 5385.39 4740.27 l 5367.03 4749.14 l h 5367.27 4730.94 m f 5095.82 4739.84 m 5090.66 4990.66 l 5095.39 4990.74 l 5100.55 4739.92 l h 5083.98 4987.46 m 5092.73 5005.86 l 5102.23 4987.81 l h 5083.98 4987.46 m f 0 0 0 rg 5115.16 4859.77 m 5115.16 4864.49 5119.06 4868.32 5123.87 4868.32 c 5128.71 4868.32 5132.62 4864.49 5132.62 4859.77 c 5132.62 4855.04 5128.71 4851.21 5123.87 4851.21 c 5119.06 4851.21 5115.16 4855.04 5115.16 4859.77 c h 5115.16 4859.77 m f* 5159.96 4845.39 m 5159.96 4850.2 5163.87 4854.14 5168.71 4854.14 c 5173.52 4854.14 5177.42 4850.2 5177.42 4845.39 c 5177.42 4840.55 5173.52 4836.64 5168.71 4836.64 c 5163.87 4836.64 5159.96 4840.55 5159.96 4845.39 c h 5159.96 4845.39 m f* 5130.82 4804.02 m 5130.82 4808.75 5134.65 4812.58 5139.38 4812.58 c 5144.1 4812.58 5147.93 4808.75 5147.93 4804.02 c 5147.93 4799.3 5144.1 4795.47 5139.38 4795.47 c 5134.65 4795.47 5130.82 4799.3 5130.82 4804.02 c h 5130.82 4804.02 m f* 5060.51 4846.29 m 5060.51 4851.02 5064.41 4854.84 5069.22 4854.84 c 5074.06 4854.84 5077.97 4851.02 5077.97 4846.29 c 5077.97 4841.56 5074.06 4837.73 5069.22 4837.73 c 5064.41 4837.73 5060.51 4841.56 5060.51 4846.29 c h 5060.51 4846.29 m f* 5085.27 4766.68 m 5085.27 4771.52 5089.1 4775.43 5093.83 4775.43 c 5098.55 4775.43 5102.38 4771.52 5102.38 4766.68 c 5102.38 4761.88 5098.55 4757.93 5093.83 4757.93 c 5089.1 4757.93 5085.27 4761.88 5085.27 4766.68 c h 5085.27 4766.68 m f* 5122.07 4716.6 m 5122.07 4721.33 5125.98 4725.16 5130.82 4725.16 c 5135.62 4725.16 5139.53 4721.33 5139.53 4716.6 c 5139.53 4711.84 5135.62 4708.05 5130.82 4708.05 c 5125.98 4708.05 5122.07 4711.84 5122.07 4716.6 c h 5122.07 4716.6 m f* 5201.13 4772.7 m 5201.13 4777.42 5204.96 4781.25 5209.69 4781.25 c 5214.41 4781.25 5218.24 4777.42 5218.24 4772.7 c 5218.24 4767.97 5214.41 4764.14 5209.69 4764.14 c 5204.96 4764.14 5201.13 4767.97 5201.13 4772.7 c h 5201.13 4772.7 m f* 5143.2 4769.41 m 5143.2 4774.14 5147.03 4777.97 5151.76 4777.97 c 5156.48 4777.97 5160.31 4774.14 5160.31 4769.41 c 5160.31 4764.69 5156.48 4760.86 5151.76 4760.86 c 5147.03 4760.86 5143.2 4764.69 5143.2 4769.41 c h 5143.2 4769.41 m f* 5193.83 4717.7 m 5193.83 4722.42 5197.66 4726.25 5202.38 4726.25 c 5207.15 4726.25 5210.94 4722.42 5210.94 4717.7 c 5210.94 4712.93 5207.15 4709.14 5202.38 4709.14 c 5197.66 4709.14 5193.83 4712.93 5193.83 4717.7 c h 5193.83 4717.7 m f* 5184.38 4814.96 m 5184.38 4819.69 5188.2 4823.52 5192.93 4823.52 c 5197.66 4823.52 5201.48 4819.69 5201.48 4814.96 c 5201.48 4810.23 5197.66 4806.41 5192.93 4806.41 c 5188.2 4806.41 5184.38 4810.23 5184.38 4814.96 c h 5184.38 4814.96 m f* 5165.43 4674.34 m 5165.43 4679.06 5169.26 4682.89 5173.98 4682.89 c 5178.71 4682.89 5182.54 4679.06 5182.54 4674.34 c 5182.54 4669.61 5178.71 4665.78 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4650.27 5110.39 4655.04 c h 5110.39 4655.04 m f* 5063.05 4712.23 m 5063.05 4716.95 5066.88 4720.78 5071.6 4720.78 c 5076.33 4720.78 5080.16 4716.95 5080.16 4712.23 c 5080.16 4707.5 5076.33 4703.67 5071.6 4703.67 c 5066.88 4703.67 5063.05 4707.5 5063.05 4712.23 c h 5063.05 4712.23 m f* 5030.27 4674.69 m 5030.27 4679.41 5034.06 4683.24 5038.83 4683.24 c 5043.55 4683.24 5047.38 4679.41 5047.38 4674.69 c 5047.38 4669.96 5043.55 4666.13 5038.83 4666.13 c 5034.06 4666.13 5030.27 4669.96 5030.27 4674.69 c h 5030.27 4674.69 m f* 5005.47 4711.84 m 5005.47 4716.6 5009.3 4720.43 5014.02 4720.43 c 5018.79 4720.43 5022.62 4716.6 5022.62 4711.84 c 5022.62 4707.11 5018.79 4703.28 5014.02 4703.28 c 5009.3 4703.28 5005.47 4707.11 5005.47 4711.84 c h 5005.47 4711.84 m f* 0 0.43896 0.75391 rg 4503.67 4731.48 m 4775.66 4735.16 l 4775.59 4739.88 l 4503.59 4736.21 l h 4772.7 4728.36 m 4790.82 4737.73 l 4772.46 4746.6 l h 4772.7 4728.36 m f 4503.83 4734.84 m 4497.27 4988.44 l 4502.03 4988.55 l 4508.59 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4466.29 4780.7 c h 4466.29 4780.7 m f* 4477.23 4730.43 m 4477.23 4735.16 4481.05 4738.98 4485.78 4738.98 c 4490.51 4738.98 4494.34 4735.16 4494.34 4730.43 c 4494.34 4725.7 4490.51 4721.88 4485.78 4721.88 c 4481.05 4721.88 4477.23 4725.7 4477.23 4730.43 c h 4477.23 4730.43 m f* 4440.04 4713.67 m 4440.04 4718.4 4443.87 4722.23 4448.63 4722.23 c 4453.36 4722.23 4457.19 4718.4 4457.19 4713.67 c 4457.19 4708.95 4453.36 4705.12 4448.63 4705.12 c 4443.87 4705.12 4440.04 4708.95 4440.04 4713.67 c h 4440.04 4713.67 m f* 4575.23 4747.54 m 4575.23 4752.3 4579.06 4756.13 4583.79 4756.13 c 4588.52 4756.13 4592.34 4752.3 4592.34 4747.54 c 4592.34 4742.81 4588.52 4738.98 4583.79 4738.98 c 4579.06 4738.98 4575.23 4742.81 4575.23 4747.54 c h 4575.23 4747.54 m f* 4507.11 4718.24 m 4507.11 4723.05 4510.9 4726.99 4515.66 4726.99 c 4520.39 4726.99 4524.22 4723.05 4524.22 4718.24 c 4524.22 4713.4 4520.39 4709.49 4515.66 4709.49 c 4510.9 4709.49 4507.11 4713.4 4507.11 4718.24 c h 4507.11 4718.24 m f* 4562.81 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4425.47 4657.93 4421.56 4654.1 4416.76 4654.1 c 4411.91 4654.1 4408.01 4657.93 4408.01 4662.66 c h 4408.01 4662.66 m f* 4401.8 4697.66 m 4401.8 4702.38 4405.62 4706.21 4410.35 4706.21 c 4415.12 4706.21 4418.91 4702.38 4418.91 4697.66 c 4418.91 4692.89 4415.12 4689.1 4410.35 4689.1 c 4405.62 4689.1 4401.8 4692.89 4401.8 4697.66 c h 4401.8 4697.66 m f* 3767.03 4659.57 m 3755.31 4684.41 3813.59 4736.48 3897.19 4775.9 c 3980.78 4815.27 4058.01 4827.11 4069.73 4802.27 c 4081.45 4777.38 4023.16 4725.35 3939.57 4685.94 c 3855.98 4646.56 3778.75 4634.73 3767.03 4659.57 c h 3767.03 4659.57 m S 1 0 0 rg 3718.05 4639.49 m 3726.37 4643.28 l 3725.08 4646.02 l 3716.8 4642.27 l h 3729.1 4644.53 m 3737.42 4648.28 l 3736.13 4651.05 l 3727.85 4647.27 l h 3740.16 4649.57 m 3748.44 4653.32 l 3747.23 4656.09 l 3738.91 4652.3 l h 3751.21 4654.57 m 3759.49 4658.32 l 3758.24 4661.09 l 3749.96 4657.34 l h 3762.27 4659.61 m 3770.55 4663.36 l 3769.3 4666.13 l 3761.02 4662.38 l h 3773.32 4664.61 m 3781.6 4668.4 l 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5461.25 4509.8 5465.08 4514.57 5465.08 c 4519.3 5465.08 4523.12 5461.25 4523.12 5456.52 c 4523.12 5451.8 4519.3 5447.97 4514.57 5447.97 c 4509.8 5447.97 4506.02 5451.8 4506.02 5456.52 c h 4506.02 5456.52 m f* 4417.11 5412.62 m 4417.11 5417.46 4420.94 5421.37 4425.66 5421.37 c 4430.39 5421.37 4434.22 5417.46 4434.22 5412.62 c 4434.22 5407.81 4430.39 5403.87 4425.66 5403.87 c 4420.94 5403.87 4417.11 5407.81 4417.11 5412.62 c h 4417.11 5412.62 m f* 4367.54 5420.82 m 4367.54 5425.55 4371.37 5429.38 4376.13 5429.38 c 4380.86 5429.38 4384.69 5425.55 4384.69 5420.82 c 4384.69 5416.09 4380.86 5412.27 4376.13 5412.27 c 4371.37 5412.27 4367.54 5416.09 4367.54 5420.82 c h 4367.54 5420.82 m f* 4408.01 5451.05 m 4408.01 5455.78 4411.84 5459.61 4416.56 5459.61 c 4421.29 5459.61 4425.12 5455.78 4425.12 5451.05 c 4425.12 5446.33 4421.29 5442.5 4416.56 5442.5 c 4411.84 5442.5 4408.01 5446.33 4408.01 5451.05 c h 4408.01 5451.05 m f* 4302.77 5383.95 m 4283.75 5429.92 4379.88 5513.36 4517.5 5570.35 c 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5030.78 5451.95 c h 5030.78 5451.95 m S 0.75391 0 0 rg 4801.84 5704.53 m 4974.34 5704.53 l 4974.34 5716.09 l 4997.46 5692.97 l 4974.34 5669.84 l 4974.34 5681.41 l 4801.84 5681.41 l h 4801.84 5704.53 m f* 0 0.43896 0.75391 rg 3890.51 5492.54 m 4162.5 5496.21 l 4162.46 5500.94 l 3890.43 5497.27 l h 4159.57 5489.45 m 4177.66 5498.79 l 4159.34 5507.66 l h 4159.57 5489.45 m f 3890.47 5496.37 m 3889.96 5739.38 l 3894.69 5739.38 l 3895.23 5496.37 l h 3883.24 5736.29 m 3892.3 5754.53 l 3901.45 5736.37 l h 3883.24 5736.29 m f 0 0 0 rg 3926.72 5558.91 m 3926.72 5563.63 3930.55 5567.46 3935.27 5567.46 c 3940.04 5567.46 3943.87 5563.63 3943.87 5558.91 c 3943.87 5554.18 3940.04 5550.35 3935.27 5550.35 c 3930.55 5550.35 3926.72 5554.18 3926.72 5558.91 c h 3926.72 5558.91 m f* 3986.84 5559.61 m 3986.84 5564.38 3990.66 5568.2 3995.39 5568.2 c 4000.16 5568.2 4003.95 5564.38 4003.95 5559.61 c 4003.95 5554.88 4000.16 5551.05 3995.39 5551.05 c 3990.66 5551.05 3986.84 5554.88 3986.84 5559.61 c h 3986.84 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5534.41 3972.89 5538.32 3977.73 5538.32 c 3982.58 5538.32 3986.48 5534.41 3986.48 5529.57 c 3986.48 5524.73 3982.58 5520.82 3977.73 5520.82 c 3972.89 5520.82 3968.98 5524.73 3968.98 5529.57 c h 3968.98 5529.57 m f* 3893.95 5479.49 m 3893.95 5484.22 3897.85 5488.05 3902.7 5488.05 c 3907.5 5488.05 3911.45 5484.22 3911.45 5479.49 c 3911.45 5474.73 3907.5 5470.9 3902.7 5470.9 c 3897.85 5470.9 3893.95 5474.73 3893.95 5479.49 c h 3893.95 5479.49 m f* 3933.63 5505.9 m 3933.63 5510.7 3937.58 5514.65 3942.38 5514.65 c 3947.23 5514.65 3951.13 5510.7 3951.13 5505.9 c 3951.13 5501.05 3947.23 5497.15 3942.38 5497.15 c 3937.58 5497.15 3933.63 5501.05 3933.63 5505.9 c h 3933.63 5505.9 m f* 3985.04 5600.43 m 3985.04 5605.16 3988.83 5608.98 3993.59 5608.98 c 3998.32 5608.98 4002.15 5605.16 4002.15 5600.43 c 4002.15 5595.7 3998.32 5591.88 3993.59 5591.88 c 3988.83 5591.88 3985.04 5595.7 3985.04 5600.43 c h 3985.04 5600.43 m f* 3902.7 5464.92 m 3902.7 5469.65 3906.52 5473.48 3911.25 5473.48 c 3915.98 5473.48 3919.8 5469.65 3919.8 5464.92 c 3919.8 5460.16 3915.98 5456.33 3911.25 5456.33 c 3906.52 5456.33 3902.7 5460.16 3902.7 5464.92 c h 3902.7 5464.92 m f* 3854.22 5462.73 m 3854.22 5467.46 3858.05 5471.29 3862.77 5471.29 c 3867.54 5471.29 3871.37 5467.46 3871.37 5462.73 c 3871.37 5457.97 3867.54 5454.14 3862.77 5454.14 c 3858.05 5454.14 3854.22 5457.97 3854.22 5462.73 c h 3854.22 5462.73 m f* 3833.48 5502.42 m 3833.48 5507.15 3837.38 5510.98 3842.19 5510.98 c 3847.03 5510.98 3850.94 5507.15 3850.94 5502.42 c 3850.94 5497.7 3847.03 5493.87 3842.19 5493.87 c 3837.38 5493.87 3833.48 5497.7 3833.48 5502.42 c h 3833.48 5502.42 m f* 3802.15 5468.36 m 3802.15 5473.2 3805.94 5477.11 3810.7 5477.11 c 3815.43 5477.11 3819.26 5473.2 3819.26 5468.36 c 3819.26 5463.55 3815.43 5459.61 3810.7 5459.61 c 3805.94 5459.61 3802.15 5463.55 3802.15 5468.36 c h 3802.15 5468.36 m f* 3859.34 5440.86 m 3859.34 5445.59 3863.16 5449.41 3867.89 5449.41 c 3872.62 5449.41 3876.45 5445.59 3876.45 5440.86 c 3876.45 5436.13 3872.62 5432.3 3867.89 5432.3 c 3863.16 5432.3 3859.34 5436.13 3859.34 5440.86 c h 3859.34 5440.86 m f* 3816.33 5431.02 m 3816.33 5435.74 3820.16 5439.57 3824.88 5439.57 c 3829.65 5439.57 3833.48 5435.74 3833.48 5431.02 c 3833.48 5426.29 3829.65 5422.46 3824.88 5422.46 c 3820.16 5422.46 3816.33 5426.29 3816.33 5431.02 c h 3816.33 5431.02 m f* 3785.39 5409.34 m 3785.39 5414.18 3789.18 5418.09 3793.95 5418.09 c 3798.67 5418.09 3802.5 5414.18 3802.5 5409.34 c 3802.5 5404.53 3798.67 5400.59 3793.95 5400.59 c 3789.18 5400.59 3785.39 5404.53 3785.39 5409.34 c h 3785.39 5409.34 m f* 3786.48 5461.09 m 3786.48 5465.9 3790.27 5469.8 3795.04 5469.8 c 3799.77 5469.8 3803.59 5465.9 3803.59 5461.09 c 3803.59 5456.25 3799.77 5452.34 3795.04 5452.34 c 3790.27 5452.34 3786.48 5456.25 3786.48 5461.09 c h 3786.48 5461.09 m f* 0 0.43896 0.75391 rg 3315.59 5504.06 m 3590.27 5503.2 l 3590.27 5498.48 l 3315.59 5499.34 l h 3587.27 5509.96 m 3605.47 5500.82 l 3587.23 5491.76 l h 3587.27 5509.96 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5534.84 3295.9 5531.02 3291.17 5531.02 c 3286.45 5531.02 3282.62 5534.84 3282.62 5539.57 c h 3282.62 5539.57 m f* 3291.37 5489.14 m 3291.37 5493.95 3295.2 5497.89 3299.92 5497.89 c 3304.65 5497.89 3308.48 5493.95 3308.48 5489.14 c 3308.48 5484.3 3304.65 5480.39 3299.92 5480.39 c 3295.2 5480.39 3291.37 5484.3 3291.37 5489.14 c h 3291.37 5489.14 m f* 3249.8 5433.55 m 3249.8 5438.32 3253.75 5442.15 3258.55 5442.15 c 3263.4 5442.15 3267.3 5438.32 3267.3 5433.55 c 3267.3 5428.83 3263.4 5425 3258.55 5425 c 3253.75 5425 3249.8 5428.83 3249.8 5433.55 c h 3249.8 5433.55 m f* 3419.22 5534.14 m 3419.22 5538.87 3423.16 5542.7 3427.97 5542.7 c 3432.81 5542.7 3436.72 5538.87 3436.72 5534.14 c 3436.72 5529.38 3432.81 5525.55 3427.97 5525.55 c 3423.16 5525.55 3419.22 5529.38 3419.22 5534.14 c h 3419.22 5534.14 m f* 3385.7 5490.94 m 3385.7 5495.78 3389.65 5499.69 3394.45 5499.69 c 3399.3 5499.69 3403.2 5495.78 3403.2 5490.94 c 3403.2 5486.13 3399.3 5482.23 3394.45 5482.23 c 3389.65 5482.23 3385.7 5486.13 3385.7 5490.94 c h 3385.7 5490.94 m f* 3365.66 5514.45 m 3365.66 5519.18 3369.61 5523.01 3374.41 5523.01 c 3379.26 5523.01 3383.16 5519.18 3383.16 5514.45 c 3383.16 5509.73 3379.26 5505.9 3374.41 5505.9 c 3369.61 5505.9 3365.66 5509.73 3365.66 5514.45 c h 3365.66 5514.45 m f* 3497.19 5585.66 m 3497.19 5590.51 3501.02 5594.41 3505.74 5594.41 c 3510.51 5594.41 3514.34 5590.51 3514.34 5585.66 c 3514.34 5580.86 3510.51 5576.91 3505.74 5576.91 c 3501.02 5576.91 3497.19 5580.86 3497.19 5585.66 c h 3497.19 5585.66 m f* 3327.77 5464.92 m 3327.77 5469.65 3331.6 5473.48 3336.37 5473.48 c 3341.09 5473.48 3344.92 5469.65 3344.92 5464.92 c 3344.92 5460.16 3341.09 5456.33 3336.37 5456.33 c 3331.6 5456.33 3327.77 5460.16 3327.77 5464.92 c h 3327.77 5464.92 m f* 3286.25 5439.57 m 3286.25 5444.41 3290.08 5448.32 3294.8 5448.32 c 3299.57 5448.32 3303.36 5444.41 3303.36 5439.57 c 3303.36 5434.77 3299.57 5430.86 3294.8 5430.86 c 3290.08 5430.86 3286.25 5434.77 3286.25 5439.57 c h 3286.25 5439.57 m f* 3238.16 5500.43 m 3238.16 5505.23 3242.07 5509.18 3246.91 5509.18 c 3251.72 5509.18 3255.66 5505.23 3255.66 5500.43 c 3255.66 5495.59 3251.72 5491.68 3246.91 5491.68 c 3242.07 5491.68 3238.16 5495.59 3238.16 5500.43 c h 3238.16 5500.43 m f* 3206.48 5484.57 m 3206.48 5489.3 3210.31 5493.12 3215.04 5493.12 c 3219.77 5493.12 3223.59 5489.3 3223.59 5484.57 c 3223.59 5479.84 3219.77 5476.02 3215.04 5476.02 c 3210.31 5476.02 3206.48 5479.84 3206.48 5484.57 c h 3206.48 5484.57 m f* 3277.15 5459.45 m 3277.15 5464.18 3280.98 5468.01 3285.7 5468.01 c 3290.43 5468.01 3294.26 5464.18 3294.26 5459.45 c 3294.26 5454.69 3290.43 5450.86 3285.7 5450.86 c 3280.98 5450.86 3277.15 5454.69 3277.15 5459.45 c h 3277.15 5459.45 m f* 3188.24 5415.7 m 3188.24 5420.47 3192.19 5424.3 3196.99 5424.3 c 3201.84 5424.3 3205.74 5420.47 3205.74 5415.7 c 3205.74 5410.98 3201.84 5407.15 3196.99 5407.15 c 3192.19 5407.15 3188.24 5410.98 3188.24 5415.7 c h 3188.24 5415.7 m f* 3138.71 5423.75 m 3138.71 5428.48 3142.54 5432.3 3147.27 5432.3 c 3151.99 5432.3 3155.82 5428.48 3155.82 5423.75 c 3155.82 5418.98 3151.99 5415.16 3147.27 5415.16 c 3142.54 5415.16 3138.71 5418.98 3138.71 5423.75 c h 3138.71 5423.75 m f* 3179.14 5454.14 m 3179.14 5458.98 3182.97 5462.89 3187.7 5462.89 c 3192.46 5462.89 3196.25 5458.98 3196.25 5454.14 c 3196.25 5449.34 3192.46 5445.43 3187.7 5445.43 c 3182.97 5445.43 3179.14 5449.34 3179.14 5454.14 c h 3179.14 5454.14 m f* 0.75391 0 0 rg 3572.62 5708.98 m 3745.31 5708.98 l 3745.31 5720.47 l 3768.24 5697.54 l 3745.31 5674.57 l 3745.31 5686.05 l 3572.62 5686.05 l h 3572.62 5708.98 m f* 1 0 0 rg 4265.27 5378.52 m 4273.67 5382.07 l 4272.46 5384.84 l 4264.1 5381.33 l h 4276.45 5383.24 m 4284.84 5386.76 l 4283.67 5389.57 l 4275.27 5386.02 l h 4287.66 5387.93 m 4296.02 5391.48 l 4294.88 5394.3 l 4286.45 5390.74 l h 4298.87 5392.66 m 4307.23 5396.21 l 4306.05 5398.98 l 4297.66 5395.47 l h 4310.04 5397.38 m 4318.44 5400.9 l 4317.27 5403.71 l 4308.83 5400.2 l h 4321.21 5402.07 m 4329.61 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5598.83 l 4787.34 5601.6 l 4778.95 5598.09 l h 4791.33 5600 m 4799.69 5603.52 l 4798.52 5606.33 l 4790.16 5602.81 l h 4802.5 5604.73 m 4810.9 5608.24 l 4809.73 5611.02 l 4801.33 5607.5 l h 4813.71 5609.41 m 4822.07 5612.97 l 4820.94 5615.78 l 4812.5 5612.23 l h 4824.88 5614.14 m 4833.28 5617.66 l 4832.11 5620.47 l 4823.71 5616.91 l h 4836.05 5618.87 m 4844.49 5622.38 l 4843.28 5625.16 l 4834.88 5621.64 l h 4847.27 5623.55 m 4853.32 5626.13 l 4852.15 5628.91 l 4846.09 5626.37 l h 4276.09 5397.7 m 4261.91 5378.75 l 4285.39 5375.66 l 4286.21 5375.59 4286.99 5376.17 4287.11 5377.03 c 4287.19 5377.81 4286.6 5378.59 4285.78 5378.71 c 4264.88 5381.41 l 4265.9 5379.02 l 4278.55 5395.86 l 4279.06 5396.52 4278.95 5397.5 4278.24 5398.01 c 4277.58 5398.52 4276.64 5398.36 4276.09 5397.7 c h 4841.25 5609.73 m 4855.51 5628.67 l 4831.99 5631.72 l 4831.17 5631.84 4830.43 5631.25 4830.31 5630.43 c 4830.2 5629.57 4830.78 5628.83 4831.6 5628.71 c 4852.54 5625.98 l 4851.48 5628.44 l 4838.83 5611.52 l 4838.36 5610.86 4838.48 5609.92 4839.14 5609.41 c 4839.8 5608.95 4840.78 5609.06 4841.25 5609.73 c h 4841.25 5609.73 m f 4488.71 5609.22 m 4492.93 5601.17 l 4490.23 5599.77 l 4486.02 5607.81 l h 4494.34 5598.48 m 4498.59 5590.43 l 4495.9 5588.98 l 4491.68 5597.07 l h 4500 5587.7 m 4504.22 5579.65 l 4501.52 5578.24 l 4497.3 5586.33 l h 4505.62 5576.95 m 4509.88 5568.91 l 4507.19 5567.5 l 4502.97 5575.55 l h 4511.29 5566.21 m 4515.55 5558.12 l 4512.81 5556.76 l 4508.59 5564.8 l h 4516.91 5555.47 m 4521.17 5547.38 l 4518.48 5545.98 l 4514.26 5554.02 l h 4522.58 5544.73 m 4526.8 5536.64 l 4524.14 5535.23 l 4519.88 5543.28 l h 4528.2 5533.98 m 4532.42 5525.9 l 4529.77 5524.45 l 4525.51 5532.54 l h 4533.87 5523.2 m 4538.09 5515.16 l 4535.43 5513.71 l 4531.17 5521.8 l h 4539.53 5512.46 m 4543.75 5504.41 l 4541.05 5502.97 l 4536.8 5511.05 l h 4545.16 5501.72 m 4549.38 5493.67 l 4546.72 5492.23 l 4542.46 5500.31 l h 4550.82 5490.94 m 4555.04 5482.89 l 4552.34 5481.48 l 4548.12 5489.57 l h 4556.45 5480.2 m 4560.66 5472.15 l 4558.01 5470.74 l 4553.75 5478.79 l h 4562.11 5469.45 m 4566.33 5461.37 l 4563.63 5460 l 4559.41 5468.05 l h 4567.73 5458.71 m 4571.95 5450.62 l 4569.3 5449.22 l 4565.04 5457.27 l h 4573.4 5447.93 m 4577.62 5439.88 l 4574.96 5438.48 l 4570.7 5446.52 l h 4579.06 5437.19 m 4583.28 5429.14 l 4580.59 5427.7 l 4576.33 5435.78 l h 4584.69 5426.45 m 4588.91 5418.4 l 4586.21 5416.95 l 4581.99 5425.04 l h 4590.35 5415.7 m 4594.57 5407.62 l 4591.88 5406.21 l 4587.62 5414.3 l h 4595.94 5404.96 m 4600.2 5396.88 l 4597.5 5395.47 l 4593.28 5403.52 l h 4601.6 5394.18 m 4605.86 5386.13 l 4603.16 5384.73 l 4598.95 5392.77 l h 4607.27 5383.44 m 4608.98 5380.16 l 4606.29 5378.79 l 4604.57 5382.03 l h 4484.88 5587.54 m 4485.98 5611.17 l 4506.02 5598.59 l 4506.76 5598.2 4506.95 5597.23 4506.52 5596.52 c 4506.09 5595.82 4505.16 5595.59 4504.41 5596.02 c 4486.52 5607.23 l 4488.87 5608.44 l 4487.93 5587.38 l 4487.89 5586.56 4487.19 5585.9 4486.37 5585.94 c 4485.51 5585.98 4484.88 5586.68 4484.88 5587.54 c h 4610.08 5400.47 m 4609.02 5376.8 l 4588.95 5389.38 l 4588.24 5389.8 4588.05 5390.78 4588.44 5391.45 c 4588.91 5392.15 4589.84 5392.42 4590.55 5391.95 c 4608.44 5380.74 l 4606.13 5379.53 l 4607.03 5400.59 l 4607.11 5401.45 4607.81 5402.07 4608.63 5402.07 c 4609.45 5402.03 4610.12 5401.29 4610.08 5400.47 c h 4610.08 5400.47 m f 0 0 0 rg q 10 0 0 10 0 0 cm BT /R25 5.4648 Tf 1 0 0 1 335.408 523.942 Tm (\050a\051) Tj /R27 5.4648 Tf 5.90195 0 Td <0001> Tj /R25 5.4648 Tf 1.30078 0 Td [ (St) 15.0101 (andar) 13.0183 (diz) 16.9676 (a) 6.01327 (t) 1 (i) 5.02595 (on) ] TJ /R27 5.4648 Tf 34.6355 0 Td <0001> Tj /R25 5.4648 Tf 1.27344 0 Td (of) Tj /R27 5.4648 Tf 4.54688 0 Td <0001> Tj /R25 5.4648 Tf 1.23516 0 Td [ (B) -2.96715 (N) 0.99626 ] TJ 70.5395 -0.49492 Td [ (\050b\051) -233.99 (Z) 15.0287 (CA) 1 ] TJ /R27 5.4648 Tf 16.0063 0 Td <0001> Tj /R25 5.4648 Tf 1.23516 0 Td [ (w) 1 (hit) 16.9937 (e) 1 (n) -3.02004 (in) 3.02897 (g) 1 ] TJ /R27 5.4648 Tf 22.0559 0 Td <0001> Tj /R25 5.4648 Tf 1.30625 0 Td (of) Tj /R27 5.4648 Tf 4.54688 0 Td <0001> Tj /R25 5.4648 Tf 1.27344 0 Td [ (DB) 1 (N) 1 ] TJ -124.507 -74.8168 Td [ (\050c) 6.982 (\051) ] TJ /R27 5.4648 Tf 5.58516 0 Td <0001> Tj /R25 5.4648 Tf 1.32813 0 Td [ (E) 36.0305 (f) 5 (fic) 5.03042 (i) 2.97983 (e) 0.99626 (n) 2.97983 (t) 1 ] TJ /R27 5.4648 Tf 17.941 0 Td <0001> Tj /R25 5.4648 Tf 1.23516 0 Td [ (Z) 16.0294 (CA) 1 ] TJ /R27 5.4648 Tf 8.54141 0 Td <0001> Tj /R25 5.4648 Tf 1.23516 0 Td [ (w) 1 (hit) 16.9937 (e) 1 (n) -3.02004 (ing) 1 ] TJ /R27 5.4648 Tf 22.0508 0 Td <0001> Tj /R25 5.4648 Tf 1.35 0 Td (of) Tj /R27 5.4648 Tf 4.54688 0 Td <0001> Tj /R25 5.4648 Tf 1.26797 0 Td [ (I) 1 (t) 15.0191 (e) 1 (r) 1 (N) 1.00966 (or) 0.99179 (m) 1 ] TJ ET Q 1 0 0 rg 3313.32 5622.38 m 3313.36 5613.28 l 3310.31 5613.28 l 3310.27 5622.38 l h 3313.36 5610.23 m 3313.44 5601.13 l 3310.39 5601.13 l 3310.31 5610.23 l h 3313.44 5598.09 m 3313.52 5588.98 l 3310.47 5588.98 l 3310.43 5598.09 l h 3313.52 5585.94 m 3313.59 5576.84 l 3310.55 5576.84 l 3310.47 5585.94 l h 3313.59 5573.79 m 3313.67 5564.69 l 3310.62 5564.69 l 3310.59 5573.79 l h 3313.67 5561.68 m 3313.71 5552.54 l 3310.7 5552.54 l 3310.62 5561.68 l h 3313.75 5549.53 m 3313.83 5540.39 l 3310.78 5540.39 l 3310.74 5549.53 l h 3313.83 5537.38 m 3313.87 5528.28 l 3310.86 5528.28 l 3310.78 5537.38 l h 3313.91 5525.23 m 3313.98 5516.13 l 3310.94 5516.13 l 3310.86 5525.23 l h 3313.98 5513.09 m 3314.02 5503.98 l 3311.02 5503.98 l 3310.94 5513.09 l h 3314.06 5500.94 m 3314.14 5491.84 l 3311.09 5491.84 l 3311.02 5500.94 l h 3314.14 5488.79 m 3314.18 5479.69 l 3311.13 5479.69 l 3311.13 5488.79 l h 3314.22 5476.64 m 3314.26 5467.54 l 3311.25 5467.54 l 3311.17 5476.64 l h 3314.3 5464.49 m 3314.34 5455.39 l 3311.29 5455.39 l 3311.29 5464.49 l h 3314.38 5452.38 m 3314.41 5443.24 l 3311.41 5443.24 l 3311.33 5452.38 l h 3314.45 5440.23 m 3314.53 5431.13 l 3311.48 5431.13 l 3311.41 5440.23 l h 3314.53 5428.09 m 3314.57 5418.98 l 3311.56 5418.98 l 3311.48 5428.09 l h 3314.61 5415.94 m 3314.69 5406.84 l 3311.64 5406.84 l 3311.56 5415.94 l h 3314.69 5403.79 m 3314.69 5398.67 l 3311.68 5398.67 l 3311.64 5403.79 l h 3299.96 5604.88 m 3311.76 5625.39 l 3323.83 5605 l 3324.26 5604.3 3324.02 5603.36 3323.28 5602.93 c 3322.58 5602.5 3321.64 5602.73 3321.21 5603.48 c 3310.47 5621.64 l 3313.09 5621.64 l 3302.58 5603.36 l 3302.15 5602.62 3301.21 5602.38 3300.51 5602.77 c 3299.8 5603.2 3299.53 5604.14 3299.96 5604.88 c h 3325.04 5416.21 m 3313.2 5395.66 l 3301.17 5416.05 l 3300.7 5416.76 3300.94 5417.7 3301.68 5418.12 c 3302.42 5418.55 3303.36 5418.32 3303.79 5417.58 c 3314.49 5399.45 l 3311.88 5399.41 l 3322.38 5417.7 l 3322.81 5418.44 3323.75 5418.71 3324.45 5418.28 c 3325.2 5417.85 3325.43 5416.91 3325.04 5416.21 c h 3325.04 5416.21 m f 3191.29 5508.48 m 3200.39 5508.4 l 3200.35 5505.35 l 3191.21 5505.43 l h 3203.44 5508.32 m 3212.5 5508.24 l 3212.46 5505.2 l 3203.36 5505.27 l h 3215.55 5508.2 m 3224.65 5508.12 l 3224.61 5505.08 l 3215.51 5505.16 l h 3227.7 5508.09 m 3236.8 5507.97 l 3236.76 5504.92 l 3227.66 5505.04 l h 3239.84 5507.93 m 3248.95 5507.85 l 3248.91 5504.8 l 3239.8 5504.88 l h 3251.99 5507.81 m 3261.09 5507.7 l 3261.05 5504.65 l 3251.95 5504.77 l h 3264.14 5507.66 m 3273.24 5507.58 l 3273.2 5504.53 l 3264.1 5504.61 l h 3276.25 5507.54 m 3285.39 5507.42 l 3285.35 5504.41 l 3276.25 5504.49 l h 3288.4 5507.38 m 3297.5 5507.3 l 3297.5 5504.26 l 3288.4 5504.34 l h 3300.55 5507.27 m 3309.65 5507.15 l 3309.65 5504.14 l 3300.51 5504.22 l h 3312.7 5507.15 m 3321.8 5507.03 l 3321.76 5503.98 l 3312.66 5504.1 l h 3324.84 5506.99 m 3333.95 5506.88 l 3333.91 5503.87 l 3324.8 5503.95 l h 3336.99 5506.88 m 3346.09 5506.76 l 3346.05 5503.71 l 3336.95 5503.83 l h 3349.14 5506.72 m 3358.24 5506.6 l 3358.2 5503.59 l 3349.1 5503.67 l h 3361.29 5506.6 m 3370.39 5506.48 l 3370.35 5503.44 l 3361.25 5503.55 l h 3373.4 5506.45 m 3382.54 5506.33 l 3382.5 5503.32 l 3373.4 5503.4 l h 3385.55 5506.33 m 3394.69 5506.21 l 3394.65 5503.2 l 3385.55 5503.28 l h 3397.7 5506.17 m 3406.8 5506.05 l 3406.8 5503.05 l 3397.66 5503.12 l h 3409.84 5506.05 m 3418.95 5505.94 l 3418.95 5502.93 l 3409.8 5503.01 l h 3421.99 5505.94 m 3431.09 5505.78 l 3431.05 5502.77 l 3421.95 5502.89 l h 3434.14 5505.78 m 3440.2 5505.7 l 3440.16 5502.66 l 3434.1 5502.73 l h 3208.55 5494.8 m 3188.24 5506.99 l 3208.83 5518.71 l 3209.57 5519.1 3210.51 5518.87 3210.9 5518.12 c 3211.33 5517.38 3211.09 5516.45 3210.35 5516.05 c 3192.03 5505.62 l 3192.03 5508.24 l 3210.16 5497.42 l 3210.86 5496.99 3211.09 5496.05 3210.66 5495.35 c 3210.23 5494.61 3209.3 5494.38 3208.55 5494.8 c h 3422.85 5516.29 m 3443.2 5504.14 l 3422.62 5492.42 l 3421.88 5492.03 3420.94 5492.3 3420.55 5493.01 c 3420.12 5493.75 3420.35 5494.65 3421.09 5495.08 c 3439.41 5505.51 l 3439.38 5502.89 l 3421.29 5513.71 l 3420.59 5514.14 3420.35 5515.08 3420.78 5515.78 c 3421.21 5516.52 3422.15 5516.76 3422.85 5516.29 c h 3422.85 5516.29 m f 4.73616 w 3765.16 5375.67 257.93 258.281 re S Q q 10 0 0 10 0 0 cm BT /R12 8.9664 Tf 1.02 0 0 1 308.862 430.865 Tm [ (Figure) -253 (1\056) -252.986 (Illustrations) -254.02 (of) -253.018 (multiple) -253.016 (normalization) -252.994 (methods) -252.984 (on) -253.016 (cen\055) ] TJ 10.959 TL T* [ (tered) -465.01 (data\056) -962.008 (\050a\051) -465.018 (BN) -465.008 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R12 8.9664 Tf 1 0 0 1 392.12 419.906 Tm (19) Tj ET Q 0 0 0 rg q 10 0 0 10 0 0 cm BT /R12 8.9664 Tf 1.02 0 0 1 401.087 419.906 Tm [ (\135) -465.016 (performs) -464.009 (standardization) -465.984 (by) -464.991 (stretch\055) ] TJ -90.4167 -10.959 Td [ (ing\057squeezing) -288.02 (the) -286.987 (data) -289.019 (along) -288.007 (the) -288.012 (ax) 14.9863 (es\054) -299.005 (such) -287.014 (that) -288.018 (each) -288.012 (dimension) ] TJ 1.007 0 0 1 308.862 397.988 Tm [ (has) -246.991 (a) -246.989 (unit) -247.01 (v) 25.0193 (ariance\073) -247.984 (\050b\051) -247.995 (DBN) -246.986 (performs) -246.991 (ZCA) -247.013 (whitening) -247.002 (by) -247.002 (stretch\055) ] TJ 1.02 0 0 1 308.862 387.03 Tm [ (ing\057squeezing) -334.02 (the) -332.987 (data) -335.019 (along) -334.007 (the) -332.987 (eigen) 38.9846 (v) 13.9879 (ectors\054) -354.989 (such) -333.996 (that) -334.018 (the) -334.012 (co\055) ] TJ 1.013 0 0 1 308.638 376.071 Tm [ (v) 24.9947 (ariance) -247.991 (matrix) -248.018 (is) -248.004 (identical\056) -308.987 (\050c\051) -248.012 (IterNorm) -248.012 (performs) -248.012 (ef) ] TJ /R14 8.9664 Tf 191.2 0 Td <01> Tj /R12 8.9664 Tf 4.98519 0 Td [ (cient) -247.002 (ZCA) ] TJ 1.015 0 0 1 308.539 365.112 Tm [ (whitening) -247.006 (by) -247 (progressi) 22.9872 (v) 14.985 (ely) -246.992 (adjusting) -247.019 (the) -247.98 (data) -247.014 (along) -246.982 (the) -246.992 (eigen) 39.0211 (v) 14.985 (ec\055) ] TJ 1 0 0 1 308.862 354.153 Tm [ (tors) -249.978 (without) -250.006 (eigen\055decomposition\056) ] TJ /R12 9.9626 Tf 0.98 0 0 1 308.862 332.654 Tm [ (other) -228.013 (hand\054) -233.007 (pre) 25.9886 (vious) -227.998 (w) 8.9946 (orks) -228.013 (suggest) -226.993 (that) -228.003 (further) -228.008 (decorrelating) ] TJ 1.008 0 0 1 308.862 320.699 Tm [ (the) -246.98 (acti) 23.9903 (v) 25.0162 (ations) -246.997 (is) -247.996 (bene) ] TJ /R14 9.9626 Tf 87.7003 0 Td <01> Tj /R12 9.9626 Tf 5.53928 0 Td [ (cial) -247.984 (to) -248.013 (both) -246.987 (the) -246.983 (optimization) -248.008 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R12 9.9626 Tf 1 0 0 1 521.828 320.699 Tm (9) Tj ET Q 0 0 0 rg q 10 0 0 10 0 0 cm BT /R12 9.9626 Tf 1.008 0 0 1 526.809 320.699 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R12 9.9626 Tf 1 0 0 1 531.805 320.699 Tm (29) Tj ET Q 0 0 0 rg q 10 0 0 10 0 0 cm BT /R12 9.9626 Tf 1.008 0 0 1 541.768 320.699 Tm (\135) Tj 0.98 0 0 1 308.862 308.743 Tm [ (and) -247.995 (generalization) -248.018 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R12 9.9626 Tf 1 0 0 1 386.361 308.743 Tm (6) Tj ET Q 0 0 0 rg q 10 0 0 10 0 0 cm BT /R12 9.9626 Tf 0.98 0 0 1 391.342 308.743 Tm (\054) Tj ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R12 9.9626 Tf 1 0 0 1 396.203 308.743 Tm (49) Tj ET Q 0 0 0 rg q 10 0 0 10 0 0 cm BT /R12 9.9626 Tf 0.98 0 0 1 406.166 308.743 Tm [ (\135\056) -314.008 (T) 82 (o) -248.013 (the) -247.983 (end) -247.993 (of) -248.013 (impro) 15.0085 (ving) -247.993 (BN) -247.983 (with) ] TJ 1.02 0 0 1 308.503 296.788 Tm [ (whitening\054) -272.006 (Decorrelated) -267.004 (Batch) -265.988 (Normalization) -266.012 (\050DBN\051) -267.011 (\133) ] TJ ET Q 0 1 0 rg q 10 0 0 10 0 0 cm BT /R12 9.9626 Tf 1 0 0 1 531.765 296.788 Tm (17) Tj ET Q 0 0 0 rg q 10 0 0 10 0 0 cm BT /R12 9.9626 Tf 1.02 0 0 1 541.728 296.788 Tm (\135) Tj 1.01 0 0 1 308.862 284.833 Tm [ (is) -248.01 (proposed) -246.996 (to) -247.998 (whiten) -247.995 (the) -247.993 (acti) 25.0152 (v) 24.0156 (ations) -247.018 (of) -248.008 (each) -247.988 (layer) -246.984 (within) -247.998 (a) ] TJ 0.988 0 0 1 308.862 272.878 Tm [ (mini\055batch\054) -254.011 (such) -252.982 (that) -254.014 (the) -254.019 (output) -253.009 (of) -253.981 (each) -252.989 (layer) -254.016 (has) -252.984 (an) -253.981 (isomet\055) ] TJ 0.98 0 0 1 308.862 260.923 Tm [ (ric) -214.015 (diagonal) -214.012 (co) 14.9835 (v) 25.0083 (ariance) -215.003 (matrix) -214.02 (\050Figure) ] TJ ET Q 1 0 0 rg q 10 0 0 10 0 0 cm BT /R12 9.9626 Tf 0.98 0 0 1 459.364 260.923 Tm (1) Tj ET Q 0 0 0 rg q 10 0 0 10 0 0 cm BT /R12 9.9626 Tf 0.98 0 0 1 466.335 260.923 Tm [ (\050b\051\051\056) -303 (DBN) -213.98 (impro) 15.0085 (v) 15.0085 (es) ] TJ 1.02 0 0 1 308.862 248.968 Tm [ (o) 14.9989 (v) 14 (er) -253.009 (BN) -254.016 (in) -254.007 (re) 14.9965 (g) 5.00445 (ards) -254.019 (to) -253.007 (both) -254.994 (training) -253.99 (ef) ] TJ /R14 9.9626 Tf 149.778 0 Td <01> Tj /R12 9.9626 Tf 5.53922 0 Td [ (cienc) 15.0013 (y) -254.009 (and) -252.985 (general\055) ] TJ 1.015 0 0 1 308.862 237.012 Tm [ (ization) -245.996 (capability) 63.9949 (\054) -246.006 (b) 19.9885 (ut) -247 (it) -245.992 (relies) -245.999 (hea) 19 (vily) -245.999 (on) -245.999 (a) -246.004 (lar) 17.987 (ge) -245.989 (batch) -245.999 (size) ] TJ 1.007 0 0 1 308.862 225.057 Tm [ (and) -249.002 (eigen\055decompositions) -249.009 (or) -249.009 (singular) -247.992 (v) 25.0119 (alue) -249.019 (decomposition) ] TJ 1 0 0 1 308.533 213.102 Tm [ (\050SVD\051\054) -249.98 (which) -249.983 (suf) 24.9836 (fers) -250.983 (from) -249.988 (poor) -249.988 (ef) ] TJ /R14 9.9626 Tf 137.842 0 Td <01> Tj /R12 9.9626 Tf 5.53906 0 Td [ (cienc) 15.0171 (y) -249.993 (on) -249.988 (GPUs\056) ] TJ 1.02 0 0 1 320.817 200.552 Tm [ (In) -374.988 (order) -375.014 (to) -375.017 (address) -375.985 (these) -376.004 (issues\054) -407.011 (we) -374.995 (propose) -375.01 (Iterati) 23.9964 (v) 14.9965 (e) ] TJ 0.991 0 0 1 308.862 188.597 Tm [ (Normalization) -253.017 (\050IterNorm\051) -253.015 (to) -252.99 (further) -252.011 (enhance) -252.98 (BN) -252.006 (with) -253 (more) ] TJ 1.02 0 0 1 308.862 176.641 Tm (ef) Tj /R14 9.9626 Tf 7.49196 0 Td <01> Tj /R12 9.9626 Tf 5.53922 0 Td [ (cient) -249.982 (whitening\056) -316.981 (IterNorm) -250.002 (a) 19.0039 (v) 19.9938 (oids) -249.982 (eigen\055decomposition) ] TJ 0.988 0 0 1 308.862 164.686 Tm [ (or) -251.997 (SVD) -250.993 (by) -251.995 (emplo) 9.98087 (ying) -253.017 (Ne) 25.9989 (wton\222) 54.9791 (s) -251.005 (iteration) -252.017 (for) -251.997 (approximating) ] TJ 1.02 0 0 1 308.862 152.731 Tm [ (the) -293.011 (whitening) -294.016 (matrix\056) -448.983 (Thus\054) -306.014 (the) -293.011 (capacity) -294.001 (of) -292.992 (GPUs) -292.983 (can) -293.996 (be) ] TJ 1.011 0 0 1 308.862 140.776 Tm [ (ef) 25.0075 (fecti) 25 (v) 14.9846 (ely) -244.989 (e) 14.0175 (xploited\056) -306.001 (Eigen) 39.0152 (v) 24.9905 (alues) -244.999 (of) -244.999 (the) -244.989 (co) 15.004 (v) 24.9905 (ariance) -244.999 (matrix) ] TJ 1.02 0 0 1 308.862 128.821 Tm [ (are) -259.991 (normalized) -260.991 (prior) -261.015 (to) -261.003 (the) -259.991 (iterations) -260.995 (with) -259.991 (guaranteed) -260.015 (con\055) ] TJ 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