Method createKernelMap

src/gpu.js:393–445

* * Create a super kernel which executes sub kernels * and saves their output to be used with the next sub kernel. * This can be useful if we want to save the output on one kernel, * and then use it as an input to another kernel. *Machine Learning* * * @param {Object|Array} subKern

()

   *
   */
  createKernelMap() {
    let fn;
    let settings;
    const argument2Type = typeof arguments[arguments.length - 2];
    if (argument2Type === 'function' || argument2Type === 'string') {
      fn = arguments[arguments.length - 2];
      settings = arguments[arguments.length - 1];
    } else {
      fn = arguments[arguments.length - 1];
    }

    if (this.mode !== 'dev') {
      if (!this.Kernel.isSupported || !this.Kernel.features.kernelMap) {
        if (this.mode && kernelTypes.indexOf(this.mode) < 0) {
          throw new Error(`kernelMap not supported on ${this.Kernel.name}`);
        }
      }
    }

    const settingsCopy = upgradeDeprecatedCreateKernelSettings(settings);
    // handle conversion of argumentTypes
    if (settings && typeof settings.argumentTypes === 'object') {
      settingsCopy.argumentTypes = Object.keys(settings.argumentTypes).map(argumentName => settings.argumentTypes[argumentName]);
    }

    if (Array.isArray(arguments[0])) {
      settingsCopy.subKernels = [];
      const functions = arguments[0];
      for (let i = 0; i < functions.length; i++) {
        const source = functions[i].toString();
        const name = utils.getFunctionNameFromString(source);
        settingsCopy.subKernels.push({
          name,
          source,
          property: i,
        });
      }
    } else {
      settingsCopy.subKernels = [];
      const functions = arguments[0];
      for (let p in functions) {
        if (!functions.hasOwnProperty(p)) continue;
        const source = functions[p].toString();
        const name = utils.getFunctionNameFromString(source);
        settingsCopy.subKernels.push({
          name: name || p,
          source,
          property: p,
        });
      }
    }
    return this.createKernel(fn, settingsCopy);
  }

  /**
   *