143 fn apply(&self, x : Loc<F, N>) -> Self::Output { |
143 fn apply(&self, x : Loc<F, N>) -> Self::Output { |
144 self.base_fn.apply(x - &self.shift) |
144 self.base_fn.apply(x - &self.shift) |
145 } |
145 } |
146 } |
146 } |
147 |
147 |
148 impl<'a, T, V, F : Float, const N : usize> Differentiable<&'a Loc<F, N>> for Shift<T,F,N> |
148 impl<'a, T, V, W, F : Float, const N : usize> Differentiable<&'a Loc<F, N>> |
149 where T : Differentiable<Loc<F, N>, Output=V> { |
149 for Shift<T,F,N> |
150 type Output = V; |
150 where T : Differentiable<Loc<F, N>, Output=V> + Apply<Loc<F, N>, Output=W> { |
151 #[inline] |
151 type Output = V; |
152 fn differential(&self, x : &'a Loc<F, N>) -> Self::Output { |
152 #[inline] |
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153 fn differential(&self, x : &'a Loc<F, N>) -> V { |
153 self.base_fn.differential(x - &self.shift) |
154 self.base_fn.differential(x - &self.shift) |
154 } |
155 } |
155 } |
156 |
156 |
157 #[inline] |
157 impl<'a, T, V, F : Float, const N : usize> Differentiable<Loc<F, N>> for Shift<T,F,N> |
158 fn linearisation_error(&self, x : &'a Loc<F, N>, y : &'a Loc<F, N>) -> W { |
158 where T : Differentiable<Loc<F, N>, Output=V> { |
159 self.base_fn |
159 type Output = V; |
160 .linearisation_error(x - &self.shift, y - &self.shift) |
160 #[inline] |
161 } |
161 fn differential(&self, x : Loc<F, N>) -> Self::Output { |
162 |
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163 #[inline] |
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164 fn linearisation_error_gen(&self, x : &'a Loc<F, N>, y : &'a Loc<F, N>, z : &'a Loc<F, N>) -> W { |
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165 self.base_fn |
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166 .linearisation_error_gen(x - &self.shift, y - &self.shift, z - &self.shift) |
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167 } |
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168 } |
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169 |
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170 impl<'a, T, V, W, F : Float, const N : usize> Differentiable<Loc<F, N>> |
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171 for Shift<T,F,N> |
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172 where T : Differentiable<Loc<F, N>, Output=V> + Apply<Loc<F, N>, Output=W> { |
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173 type Output = V; |
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174 #[inline] |
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175 fn differential(&self, x : Loc<F, N>) -> V { |
162 self.base_fn.differential(x - &self.shift) |
176 self.base_fn.differential(x - &self.shift) |
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177 } |
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178 |
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179 #[inline] |
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180 fn linearisation_error(&self, x : Loc<F, N>, y : Loc<F, N>) -> W { |
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181 self.base_fn |
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182 .linearisation_error(x - &self.shift, y - &self.shift) |
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183 } |
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184 |
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185 #[inline] |
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186 fn linearisation_error_gen(&self, x : Loc<F, N>, y : Loc<F, N>, z : Loc<F, N>) -> W { |
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187 self.base_fn |
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188 .linearisation_error_gen(x - &self.shift, y - &self.shift, z - &self.shift) |
163 } |
189 } |
164 } |
190 } |
165 |
191 |
166 impl<'a, T, F : Float, const N : usize> Support<F,N> for Shift<T,F,N> |
192 impl<'a, T, F : Float, const N : usize> Support<F,N> for Shift<T,F,N> |
167 where T : Support<F, N> { |
193 where T : Support<F, N> { |
248 fn apply(&self, x : Loc<F, N>) -> Self::Output { |
274 fn apply(&self, x : Loc<F, N>) -> Self::Output { |
249 self.base_fn.apply(x) * self.weight.value() |
275 self.base_fn.apply(x) * self.weight.value() |
250 } |
276 } |
251 } |
277 } |
252 |
278 |
253 impl<'a, T, V, F : Float, C, const N : usize> Differentiable<&'a Loc<F, N>> for Weighted<T, C> |
279 impl<'a, T, V, W, F : Float, C, const N : usize> Differentiable<&'a Loc<F, N>> for Weighted<T, C> |
254 where T : for<'b> Differentiable<&'b Loc<F, N>, Output=V>, |
280 where T : for<'b> Differentiable<&'b Loc<F, N>, Output=V> |
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281 + for<'b> Apply<&'b Loc<F, N>, Output=W>, |
255 V : std::ops::Mul<F, Output=V>, |
282 V : std::ops::Mul<F, Output=V>, |
256 C : Constant<Type=F> { |
283 W : std::ops::Mul<F, Output=W>, |
257 type Output = V; |
284 C : Constant<Type=F> { |
258 #[inline] |
285 type Output = V; |
259 fn differential(&self, x : &'a Loc<F, N>) -> Self::Output { |
286 |
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287 #[inline] |
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288 fn differential(&self, x : &'a Loc<F, N>) -> V { |
260 self.base_fn.differential(x) * self.weight.value() |
289 self.base_fn.differential(x) * self.weight.value() |
261 } |
290 } |
262 } |
291 |
263 |
292 #[inline] |
264 impl<'a, T, V, F : Float, C, const N : usize> Differentiable<Loc<F, N>> for Weighted<T, C> |
293 fn linearisation_error(&self, x : &'a Loc<F, N>, y : &'a Loc<F, N>) -> W { |
265 where T : Differentiable<Loc<F, N>, Output=V>, |
294 self.base_fn.linearisation_error(x, y) * self.weight.value() |
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295 } |
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296 |
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297 #[inline] |
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298 fn linearisation_error_gen(&self, x : &'a Loc<F, N>, y : &'a Loc<F, N>, z : &'a Loc<F, N>) -> W { |
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299 self.base_fn.linearisation_error_gen(x, y, z) * self.weight.value() |
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300 } |
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301 } |
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302 |
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303 impl<'a, T, V, W, F : Float, C, const N : usize> Differentiable<Loc<F, N>> |
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304 for Weighted<T, C> |
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305 where T : Differentiable<Loc<F, N>, Output=V> + Apply<Loc<F, N>, Output=W>, |
266 V : std::ops::Mul<F, Output=V>, |
306 V : std::ops::Mul<F, Output=V>, |
267 C : Constant<Type=F> { |
307 W : std::ops::Mul<F, Output=W>, |
268 type Output = V; |
308 C : Constant<Type=F> { |
269 #[inline] |
309 type Output = V; |
270 fn differential(&self, x : Loc<F, N>) -> Self::Output { |
310 |
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311 #[inline] |
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312 fn differential(&self, x : Loc<F, N>) -> V { |
271 self.base_fn.differential(x) * self.weight.value() |
313 self.base_fn.differential(x) * self.weight.value() |
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314 } |
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315 |
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316 #[inline] |
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317 fn linearisation_error(&self, x : Loc<F, N>, y : Loc<F, N>) -> W { |
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318 self.base_fn.linearisation_error(x, y) * self.weight.value() |
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319 } |
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320 |
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321 #[inline] |
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322 fn linearisation_error_gen(&self, x : Loc<F, N>, y : Loc<F, N>, z : Loc<F, N>) -> W { |
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323 self.base_fn.linearisation_error_gen(x, y, z) * self.weight.value() |
272 } |
324 } |
273 } |
325 } |
274 |
326 |
275 impl<'a, T, F : Float, C, const N : usize> Support<F,N> for Weighted<T, C> |
327 impl<'a, T, F : Float, C, const N : usize> Support<F,N> for Weighted<T, C> |
276 where T : Support<F, N>, |
328 where T : Support<F, N>, |