@hoff97/tensor-js/dist/lib/autograd/ops/matMul/matMulBack.js

PyTorch like deep learning inferrence library

export class MatMulBack {
    constructor(a, b) {
        this.a = a;
        this.b = b;
    }
    backward(grad) {
        if (!this.b.noGrad) {
            const gradB = this.a.value.gemm(grad, true, false);
            const needed = this.b.backward(gradB);
            if (!needed) {
                gradB.delete();
            }
        }
        if (!this.a.noGrad) {
            const gradA = grad.gemm(this.b.value, false, true);
            const needed = this.a.backward(gradA);
            if (!needed) {
                gradA.delete();
            }
        }
    }
    delete() {
        if (!this.a.isLeaf()) {
            this.a.delete();
        }
        if (!this.b.isLeaf()) {
            this.b.delete();
        }
    }
}
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