test: more gradient optimizer tests#1217
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Oceania2018 merged 6 commits intoSciSharp:masterfrom Jun 19, 2024
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test/TensorFlowNET.UnitTest/Training/GradientDescentOptimizerTests.cs
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| Tuple.Create(grads1, var1 as IVariableV1) | ||
| }; | ||
| var sgd_op = tf.train.GradientDescentOptimizer(3.0f) | ||
| .apply_gradients(grads_and_vars, global_step: global_step); |
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@AsakusaRinne why does apply_gradiens take System.Tuple while zip produces (T1, T2). Would it be better to replace or extend apply_gradients interface to support valuetuple as well?
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| // Validate updated params | ||
| var np_pred = 1.0 * 4.0 + 2.0 * 5.0 + 3.0; | ||
| var np_grad = 2 * np_pred; | ||
| self.assertAllCloseAccordingToType( |
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@Wanglongzhi2001 Hm, now it calculates but the test doesn't pass. However, the code corresponds to TensorFlow original test. I have to check math there.
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There just was a small typo, but I didn't have time to debug it :-D
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Hi @AsakusaRinne @Wanglongzhi2001 @Oceania2018 |
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