From 53d2e90a60c44ff7b3c73df04f2a16593d9dcf18 Mon Sep 17 00:00:00 2001 From: Sertac Ozercan Date: Mon, 25 Sep 2023 02:21:49 +0000 Subject: [PATCH] initial commit Signed-off-by: Sertac Ozercan --- .github/dependabot.yaml | 10 + .github/workflows/lint.yaml | 30 +++ .github/workflows/pre-release.yaml | 42 +++++ .github/workflows/release.yaml | 38 ++++ .github/workflows/test-docker.yaml | 54 ++++++ .github/workflows/test-kubernetes.yaml | 60 ++++++ .github/workflows/unit-test.yaml | 33 ++++ .github/workflows/update-models.yaml | 38 ++++ .gitignore | 3 + .golangci.yaml | 40 ++++ Dockerfile | 8 + Makefile | 44 +++++ README.md | 194 +++++++++++++++++++- cmd/frontend/main.go | 24 +++ docs/images/logo.png | Bin 0 -> 354330 bytes docs/specs.md | 58 ++++++ go.mod | 56 ++++++ go.sum | 245 +++++++++++++++++++++++++ kubernetes/llama-2-7b-chat.yaml | 33 ++++ kubernetes/orca-2-13b.yaml | 33 ++++ models/cuda/llama-2-13b-chat.yaml | 21 +++ models/cuda/llama-2-7b-chat.yaml | 21 +++ models/cuda/orca-2-13b.yaml | 20 ++ models/llama-2-13b-chat.yaml | 16 ++ models/llama-2-7b-chat.yaml | 16 ++ models/orca-2-13b.yaml | 16 ++ pkg/aikit/config/specs.go | 34 ++++ pkg/aikit2llb/convert.go | 111 +++++++++++ pkg/aikit2llb/image.go | 50 +++++ pkg/build/build.go | 137 ++++++++++++++ pkg/utils/const.go | 10 + test/aikitfile-cuda.yaml | 40 ++++ test/aikitfile-dev.yaml | 15 ++ test/aikitfile.yaml | 15 ++ test/bats/helpers.bash | 74 ++++++++ test/bats/test.bats | 14 ++ 36 files changed, 1652 insertions(+), 1 deletion(-) create mode 100644 .github/dependabot.yaml create mode 100644 .github/workflows/lint.yaml create mode 100644 .github/workflows/pre-release.yaml create mode 100644 .github/workflows/release.yaml create mode 100644 .github/workflows/test-docker.yaml create mode 100644 .github/workflows/test-kubernetes.yaml create mode 100644 .github/workflows/unit-test.yaml create mode 100644 .github/workflows/update-models.yaml create mode 100644 .golangci.yaml create mode 100644 Dockerfile create mode 100644 Makefile create mode 100644 cmd/frontend/main.go create mode 100644 docs/images/logo.png create mode 100644 docs/specs.md create mode 100644 go.mod create mode 100644 go.sum create mode 100644 kubernetes/llama-2-7b-chat.yaml create mode 100644 kubernetes/orca-2-13b.yaml create mode 100644 models/cuda/llama-2-13b-chat.yaml create mode 100644 models/cuda/llama-2-7b-chat.yaml create mode 100644 models/cuda/orca-2-13b.yaml create mode 100644 models/llama-2-13b-chat.yaml create mode 100644 models/llama-2-7b-chat.yaml create mode 100644 models/orca-2-13b.yaml create mode 100644 pkg/aikit/config/specs.go create mode 100644 pkg/aikit2llb/convert.go create mode 100644 pkg/aikit2llb/image.go create mode 100644 pkg/build/build.go create mode 100644 pkg/utils/const.go create mode 100644 test/aikitfile-cuda.yaml create mode 100644 test/aikitfile-dev.yaml create mode 100644 test/aikitfile.yaml create mode 100644 test/bats/helpers.bash create mode 100644 test/bats/test.bats diff --git a/.github/dependabot.yaml b/.github/dependabot.yaml new file mode 100644 index 00000000..c507d449 --- /dev/null +++ b/.github/dependabot.yaml @@ -0,0 +1,10 @@ +version: 2 +updates: + - package-ecosystem: "gomod" + directory: "/" + schedule: + interval: "weekly" + - package-ecosystem: "github-actions" + directory: "/" + schedule: + interval: "weekly" diff --git a/.github/workflows/lint.yaml b/.github/workflows/lint.yaml new file mode 100644 index 00000000..95d25259 --- /dev/null +++ b/.github/workflows/lint.yaml @@ -0,0 +1,30 @@ +name: lint + +on: + push: + branches: + - main + paths-ignore: + - '**.md' + pull_request: + branches: + - main + paths-ignore: + - '**.md' + +permissions: read-all + +jobs: + lint: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + + - uses: actions/setup-go@v4 + with: + go-version: "1.21" + + - name: lint + uses: golangci/golangci-lint-action@v3 + with: + version: v1.55.2 \ No newline at end of file diff --git a/.github/workflows/pre-release.yaml b/.github/workflows/pre-release.yaml new file mode 100644 index 00000000..1ffe70ed --- /dev/null +++ b/.github/workflows/pre-release.yaml @@ -0,0 +1,42 @@ +name: pre-release + +on: + push: + branches: + - main + +permissions: + contents: write + packages: write + +jobs: + release: + runs-on: ubuntu-latest + timeout-minutes: 360 + steps: + - uses: actions/checkout@v4 + + - name: cleanup disk space + run: | + df -H + docker system prune -f -a --volumes + sudo rm -rf /usr/share/dotnet + sudo rm -rf /opt/ghc + sudo rm -rf "/usr/local/share/boost" + sudo rm -rf "$AGENT_TOOLSDIRECTORY" + df -H + + - name: Login to ghcr + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + + - name: create buildx builder + run: docker buildx create --use --name builder --bootstrap + - uses: crazy-max/ghaction-github-runtime@v3 + + - name: Push aikit:dev to GHCR + run: | + docker buildx build -t ghcr.io/sozercan/aikit:dev --push . diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml new file mode 100644 index 00000000..5cb7f0cd --- /dev/null +++ b/.github/workflows/release.yaml @@ -0,0 +1,38 @@ +name: release + +on: + push: + tags: + - v* + +permissions: + contents: write + packages: write + +jobs: + release: + runs-on: ubuntu-latest + timeout-minutes: 360 + steps: + - uses: actions/checkout@v4 + with: + fetch-depth: 0 + + - name: Login to ghcr + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + + - name: Get tag + run: | + echo "TAG=${GITHUB_REF#refs/tags/}" >> $GITHUB_ENV + + - name: Push aikit:latest to GHCR + run: | + docker buildx build . -t ghcr.io/sozercan/aikit:${TAG} -t ghcr.io/sozercan/aikit:latest --push --cache-from=type=gha,scope=aikit --cache-to=type=gha,scope=aikit,mode=max + + # - name: release llama 2 image + # run: | + # docker buildx build -t ghcr.io/sozercan/llama2:7b -t ghcr.io/sozercan/llama2:7b-chat -t ghcr.io/sozercan/llama2:chat -t ghcr.io/sozercan/llama2:latest -f models/llama-2-chat-7b.yaml --push --cache-from=type=gha,scope=llama-2-7b-chat --cache-to=type=gha,scope=llama-2-7b-chat,mode=max diff --git a/.github/workflows/test-docker.yaml b/.github/workflows/test-docker.yaml new file mode 100644 index 00000000..e4fc5710 --- /dev/null +++ b/.github/workflows/test-docker.yaml @@ -0,0 +1,54 @@ +name: docker-test + +on: + push: + branches: + - main + paths-ignore: + - '**.md' + pull_request: + branches: + - main + paths-ignore: + - '**.md' + +permissions: read-all + +jobs: + test: + runs-on: ubuntu-latest + timeout-minutes: 240 + steps: + - uses: actions/checkout@v4 + + - name: cleanup disk space + run: | + df -H + docker system prune -f -a --volumes + sudo rm -rf /usr/share/dotnet + sudo rm -rf /opt/ghc + sudo rm -rf "/usr/local/share/boost" + sudo rm -rf "$AGENT_TOOLSDIRECTORY" + df -H + + - name: create buildx builder + run: docker buildx create --use --name builder --bootstrap + - uses: crazy-max/ghaction-github-runtime@v3 + + - name: build aikit + run: docker buildx build . -t sozercan/aikit:test --load --cache-from=type=gha,scope=aikit --cache-to=type=gha,scope=aikit,mode=max + + - name: build test model + run: docker buildx build . -t sozercan/testmodel:test -f test/aikitfile.yaml --load --cache-from=type=gha,scope=testmodel --cache-to=type=gha,scope=testmodel,mode=max + + - name: list images + run: docker images + + - name: run test model + run: docker run -d -p 8080:8080 sozercan/testmodel:test + + - name: install e2e dependencies + run: make test-e2e-dependencies + + - name: run bats test + run: make test-e2e diff --git a/.github/workflows/test-kubernetes.yaml b/.github/workflows/test-kubernetes.yaml new file mode 100644 index 00000000..840ced48 --- /dev/null +++ b/.github/workflows/test-kubernetes.yaml @@ -0,0 +1,60 @@ +name: kubernetes-test + +on: + push: + branches: + - main + paths-ignore: + - '**.md' + pull_request: + branches: + - main + paths-ignore: + - '**.md' + +permissions: read-all + +jobs: + test: + runs-on: ubuntu-latest + timeout-minutes: 240 + steps: + - uses: actions/checkout@v4 + + - name: cleanup disk space + run: | + df -H + docker system prune -a -f + sudo rm -rf /usr/share/dotnet + sudo rm -rf /opt/ghc + sudo rm -rf "/usr/local/share/boost" + sudo rm -rf "$AGENT_TOOLSDIRECTORY" + df -H + + - name: create buildx builder + run: docker buildx create --use --name builder --bootstrap + - uses: crazy-max/ghaction-github-runtime@v3 + + - name: build aikit + run: docker buildx build . -t sozercan/aikit:test --load --cache-from=type=gha,scope=aikit --cache-to=type=gha,scope=aikit,mode=max + + - name: build test model + run: docker buildx build . -t sozercan/testmodel:test -f test/aikitfile.yaml --load --cache-from=type=gha,scope=testmodel --cache-to=type=gha,scope=testmodel,mode=max + + - name: install e2e dependencies + run: make test-e2e-dependencies + + - name: create kind cluster + run: kind create cluster --wait 5m + + - name: load test model image into kind cluster + run: kind load docker-image sozercan/testmodel:test + + - name: deploy test model + run: | + kubectl create deployment test-model-deployment --image=sozercan/testmodel:test --replicas 1 + kubectl expose deployment test-model-deployment --port=8080 --target-port=8008 --name=test-model-service + kubectl port-forward service/test-model-service 8080:8080 & + + - name: run bats test + run: make test-e2e \ No newline at end of file diff --git a/.github/workflows/unit-test.yaml b/.github/workflows/unit-test.yaml new file mode 100644 index 00000000..75250f3b --- /dev/null +++ b/.github/workflows/unit-test.yaml @@ -0,0 +1,33 @@ +name: unit-test + +on: + push: + branches: + - main + paths-ignore: + - '**.md' + pull_request: + branches: + - main + paths-ignore: + - '**.md' + +permissions: read-all + +jobs: + test: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + + - uses: actions/setup-go@v4 + with: + go-version: "1.21" + + - name: go mod tidy + run: | + go mod tidy + git diff --exit-code + + - name: test + run: make test diff --git a/.github/workflows/update-models.yaml b/.github/workflows/update-models.yaml new file mode 100644 index 00000000..2d5d3280 --- /dev/null +++ b/.github/workflows/update-models.yaml @@ -0,0 +1,38 @@ +name: update-models + +on: + workflow_dispatch: + +permissions: + contents: write + packages: write + +jobs: + update-models: + runs-on: ubuntu-latest + timeout-minutes: 360 + steps: + - uses: actions/checkout@v4 + + - name: Login to GHCR + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + + - name: Push llama 2 models to GHCR + run: | + docker buildx create --use --name builder --bootstrap + + # cpu avx + MODELS_PATH=models + docker buildx build . -t ghcr.io/sozercan/llama2:7b -f ${MODELS_PATH}/llama-2-7b-chat.yaml --push + docker buildx build . -t ghcr.io/sozercan/llama2:13b -f ${MODELS_PATH}/llama-2-13b-chat.yaml --push + docker buildx build . -t ghcr.io/sozercan/orca2:13b -f ${MODELS_PATH}/orca-2-13b.yaml --push + + # cuda + CUDA_MODELS_PATH=models/cuda + docker buildx build . -t ghcr.io/sozercan/llama2:7b-cuda -f ${CUDA_MODELS_PATH}/llama-2-7b-chat.yaml --push + docker buildx build . -t ghcr.io/sozercan/llama2:13b-cuda -f ${CUDA_MODELS_PATH}/llama-2-13b-chat.yaml --push + docker buildx build . -t ghcr.io/sozercan/orca2:13b-cuda -f ${CUDA_MODELS_PATH}/orca-2-13b.yaml --push \ No newline at end of file diff --git a/.gitignore b/.gitignore index 3b735ec4..9108c945 100644 --- a/.gitignore +++ b/.gitignore @@ -19,3 +19,6 @@ # Go workspace file go.work + +bin +coverage.txt diff --git a/.golangci.yaml b/.golangci.yaml new file mode 100644 index 00000000..0a828406 --- /dev/null +++ b/.golangci.yaml @@ -0,0 +1,40 @@ +run: + timeout: 5m + +linters-settings: + # gocritic: + # enabled-tags: + # - performance + lll: + line-length: 200 + + misspell: + locale: US + staticcheck: + go: "1.21" + +linters: + disable-all: true + enable: + - errcheck + - errorlint + - exportloopref + - forcetypeassert + - gci + - gocritic + - goconst + - godot + - gofmt + - gofumpt + - goimports + - gosec + - gosimple + - govet + - ineffassign + - misspell + - revive + - staticcheck + - typecheck + - unconvert + - unused + - whitespace diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 00000000..2a398d85 --- /dev/null +++ b/Dockerfile @@ -0,0 +1,8 @@ +FROM golang:1.21-bullseye as builder +COPY . /go/src/github.com/sozercan/aikit +WORKDIR /go/src/github.com/sozercan/aikit +RUN CGO_ENABLED=0 go build -o /aikit --ldflags '-extldflags "-static"' ./cmd/frontend + +FROM scratch +COPY --from=builder /aikit /bin/aikit +ENTRYPOINT ["/bin/aikit"] diff --git a/Makefile b/Makefile new file mode 100644 index 00000000..bbe36043 --- /dev/null +++ b/Makefile @@ -0,0 +1,44 @@ +REGISTRY ?= ghcr.io/sozercan +BATS_TESTS_FILE ?= test/bats/test.bats +BATS_VERSION ?= 1.10.0 +KIND_VERSION ?= 0.20.0 +KUBERNETES_VERSION ?= 1.28.0 +TAG ?= test +OUTPUT_TYPE ?= type=docker +PULL ?= +NO_CACHE ?= + +.PHONY: lint +lint: + golangci-lint run -v ./... --timeout 5m + +.PHONY: build-aikit +build-aikit: + docker buildx build . -t ${REGISTRY}/aikit:${TAG} --output=${OUTPUT_TYPE} + +.PHONY: build-test-model +build-test-model: + docker buildx build . -t ${REGISTRY}/testmodel:${TAG} -f test/aikitfile.yaml --output=${OUTPUT_TYPE} + +.PHONY: run-test-model +run-test-model: + docker run -p 8080:8080 ${REGISTRY}/testmodel:${TAG} + +.PHONY: test +test: + go test -v ./... -race -coverprofile=coverage.txt -covermode=atomic + +.PHONY: test-e2e-dependencies +test-e2e-dependencies: + mkdir -p ${GITHUB_WORKSPACE}/bin + echo "${GITHUB_WORKSPACE}/bin" >> ${GITHUB_PATH} + + curl -sSLO https://github.com/bats-core/bats-core/archive/v${BATS_VERSION}.tar.gz && tar -zxvf v${BATS_VERSION}.tar.gz && bash bats-core-${BATS_VERSION}/install.sh ${GITHUB_WORKSPACE} + + # used for kubernetes test + curl -sSL https://dl.k8s.io/release/v${KUBERNETES_VERSION}/bin/linux/amd64/kubectl -o ${GITHUB_WORKSPACE}/bin/kubectl && chmod +x ${GITHUB_WORKSPACE}/bin/kubectl + curl -sSL https://github.com/kubernetes-sigs/kind/releases/download/v${KIND_VERSION}/kind-linux-amd64 -o ${GITHUB_WORKSPACE}/bin/kind && chmod +x ${GITHUB_WORKSPACE}/bin/kind + +.PHONY: test-e2e +test-e2e: + /home/runner/work/aikit/aikit/bin/bats --verbose-run --trace ${BATS_TESTS_FILE} diff --git a/README.md b/README.md index cf24d118..beb34892 100644 --- a/README.md +++ b/README.md @@ -1 +1,193 @@ -# aikit \ No newline at end of file +# AIKit ✨ + +

+
+

+ +AIKit is a quick, easy, and local or cloud-agnostic way to get started to host and deploy large language models (LLMs) for inference. No GPU, internet access or additional tools are needed to get started except for [Docker](https://docs.docker.com/desktop/install/linux-install/)! + +AIKit uses [LocalAI](https://localai.io/) under-the-hood to run inference. LocalAI provides a drop-in replacement REST API that is OpenAI API compatible, so you can use any OpenAI API compatible client, such as [Kubectl AI](https://github.com/sozercan/kubectl-ai), to send requests to open-source LLMs powered by AIKit! + +> [!NOTE] +> At this time, AIKit is tested with LocalAI `llama` backend. Other backends may work but are not tested. Please open an issue if you'd like to see support for other backends. + +## Features + +- 🐳 No GPU, internet access or additional tools needed except for [Docker](https://docs.docker.com/desktop/install/linux-install/)! +- 🤏 Minimal image size, resulting in less vulnerabilities and smaller attack surface with a custom [distroless](https://github.com/GoogleContainerTools/distroless)-based image +- 🚀 Easy to use declarative configuration +- ✨ OpenAI API compatible to use with any OpenAI API compatible client +- 🚢 Kubernetes deployment ready +- 📦 Supports multiple models with a single image +- 🖥️ Supports GPU-accelerated inferencing with NVIDIA GPUs + +## Demos + +### Building an image with a Llama 2 model + +[](https://asciinema.org/a/J9bitkONKPvedSfU1RkrmVEhD) + +### Inference + +[](https://asciinema.org/a/DYh5bCQMNPSis1whhsfPeMOoM) + +## Pre-made Models + +AIKit comes with pre-made models that you can use out-of-the-box! + +### CPU +- 🦙 Llama 2 7B Chat: `ghcr.io/sozercan/llama2:7b` +- 🦙 Llama 2 13B Chat: `ghcr.io/sozercan/llama2:13b` +- 🐬 Orca 2 13B: `ghcr.io/sozercan/orca2:13b` + +### NVIDIA CUDA + +- 🦙 Llama 2 7B Chat (CUDA): `ghcr.io/sozercan/llama2:7b-cuda` +- 🦙 Llama 2 13B Chat (CUDA): `ghcr.io/sozercan/llama2:13b-cuda` +- 🐬 Orca 2 13B (CUDA): `ghcr.io/sozercan/orca2:13b-cuda` + +> CUDA models includes CUDA v12. They are used with [NVIDIA GPU acceleration](#gpu-acceleration-support). + +## Quick Start + +### Creating an image + +> [!NOTE] +> This section shows how to create a custom image with models of your choosing. If you want to use one of the pre-made models, skip to [running models](#running-models). +> +> Please see [models folder](./models/) for pre-made model definitions. You can find more model examples at [go-skynet/model-gallery](https://github.com/go-skynet/model-gallery). + +Create an `aikitfile.yaml` with the following structure: + +```yaml +#syntax=ghcr.io/sozercan/aikit:latest +apiVersion: v1alpha1 +models: + - name: llama-2-7b-chat + source: https://huggingface.co/TheBloke/Llama-2-7B-Chat-GGUF/resolve/main/llama-2-7b-chat.Q4_K_M.gguf +``` + +> [!TIP] +> This is the simplest way to get started. For full `aikitfile` specification, see [specs](docs/specs.md). + +First, create a buildx buildkit instance. Alternatively, if you are using Docker v24 with [containerd image store](https://docs.docker.com/storage/containerd/) enabled, you can skip this step. + +```bash +docker buildx create --use --name aikit-builder +``` + +Then build your image with: + +```bash +docker buildx build . -t my-model -f aikitfile.yaml --load +``` + +This will build a local container image with your model(s). You can see the image with: + +```bash +docker images +REPOSITORY TAG IMAGE ID CREATED SIZE +my-model latest e7b7c5a4a2cb About an hour ago 5.51GB +``` + +### Running models + +You can start the inferencing server for your models with: + +```bash +# for pre-made models, replace "my-model" with the image name +docker run -d --rm -p 8080:8080 my-model +``` + +You can then send requests to `localhost:8080` to run inference from your models. For example: + +```bash +curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{ + "model": "llama-2-7b-chat", + "messages": [{"role": "user", "content": "explain kubernetes in a sentence"}] + }' +{"created":1701236489,"object":"chat.completion","id":"dd1ff40b-31a7-4418-9e32-42151ab6875a","model":"llama-2-7b-chat","choices":[{"index":0,"finish_reason":"stop","message":{"role":"assistant","content":"\nKubernetes is a container orchestration system that automates the deployment, scaling, and management of containerized applications in a microservices architecture."}}],"usage":{"prompt_tokens":0,"completion_tokens":0,"total_tokens":0}} +``` + +## Kubernetes Deployment + +It is easy to get started to deploy your models to Kubernetes! + +Make sure you have a Kubernetes cluster running and `kubectl` is configured to talk to it, and your model images are accessible from the cluster. You can use [kind](https://kind.sigs.k8s.io/) to create a local Kubernetes cluster for testing purposes. + +```bash +# create a deployment +# for pre-made models, replace "my-model" with the image name +kubectl create deployment my-llm-deployment --image=my-model + +# expose it as a service +kubectl expose deployment my-llm-deployment --port=8080 --target-port=8080 --name=my-llm-service + +# easy to scale up and down +kubectl scale deployment my-llm-deployment --replicas=3 + +# port-forward for testing locally +kubectl port-forward service/my-llm-service 8080:8080 + +# send requests to your model +curl http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{ + "model": "llama-2-7b-chat", + "messages": [{"role": "user", "content": "explain kubernetes in a sentence"}] + }' +{"created":1701236489,"object":"chat.completion","id":"dd1ff40b-31a7-4418-9e32-42151ab6875a","model":"llama-2-7b-chat","choices":[{"index":0,"finish_reason":"stop","message":{"role":"assistant","content":"\nKubernetes is a container orchestration system that automates the deployment, scaling, and management of containerized applications in a microservices architecture."}}],"usage":{"prompt_tokens":0,"completion_tokens":0,"total_tokens":0}} +``` + +> [!TIP] +> For an example Kubernetes deployment and service YAML, see [kubernetes folder](./kubernetes/). + +## GPU Acceleration Support + +> [!NOTE] +> At this time, only NVIDIA GPU acceleration is supported. Please open an issue if you'd like to see support for other GPU vendors. + +### NVIDIA + +AIKit supports GPU accelerated inferencing with [NVIDIA Container Toolkit](https://github.com/NVIDIA/nvidia-container-toolkit). You must also have [NVIDIA Drivers](https://www.nvidia.com/en-us/drivers/unix/) installed on your host machine. + +For Kubernetes, [NVIDIA GPU Operator](https://github.com/NVIDIA/gpu-operator) provides a streamlined way to install the NVIDIA drivers and container toolkit to configure your cluster to use GPUs. + +To get started with GPU-accelerated inferencing, make sure to set the following in your `aikitfile` and build your model. + +```yaml +runtime: cuda # use NVIDIA CUDA runtime +f16: true # use float16 precision +gpu_layers: 35 # number of layers to offload to GPU +low_vram: true # for devices with low VRAM +``` + +> [!TIP] +> Make sure to customize these values based on your model and GPU specs. + +After building the model, you can run it with [`--gpus all`](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/docker-specialized.html#gpu-enumeration) flag to enable GPU support: + +```bash +# for pre-made models, replace "my-model" with the image name +docker run --rm --gpus all -p 8080:8080 my-model +``` + +If GPU acceleration is working, you'll see output that is similar to following in the debug logs: + +```bash +5:32AM DBG GRPC(llama-2-7b-chat.Q4_K_M.gguf-127.0.0.1:43735): stderr ggml_init_cublas: found 1 CUDA devices: +5:32AM DBG GRPC(llama-2-7b-chat.Q4_K_M.gguf-127.0.0.1:43735): stderr Device 0: Tesla T4, compute capability 7.5 +... +5:32AM DBG GRPC(llama-2-7b-chat.Q4_K_M.gguf-127.0.0.1:43735): stderr llm_load_tensors: using CUDA for GPU acceleration +5:32AM DBG GRPC(llama-2-7b-chat.Q4_K_M.gguf-127.0.0.1:43735): stderr llm_load_tensors: mem required = 70.41 MB (+ 2048.00 MB per state) +5:32AM DBG GRPC(llama-2-7b-chat.Q4_K_M.gguf-127.0.0.1:43735): stderr llm_load_tensors: offloading 32 repeating layers to GPU +5:32AM DBG GRPC(llama-2-7b-chat.Q4_K_M.gguf-127.0.0.1:43735): stderr llm_load_tensors: offloading non-repeating layers to GPU +5:32AM DBG GRPC(llama-2-7b-chat.Q4_K_M.gguf-127.0.0.1:43735): stderr llm_load_tensors: offloading v cache to GPU +5:32AM DBG GRPC(llama-2-7b-chat.Q4_K_M.gguf-127.0.0.1:43735): stderr llm_load_tensors: offloading k cache to GPU +5:32AM DBG GRPC(llama-2-7b-chat.Q4_K_M.gguf-127.0.0.1:43735): stderr llm_load_tensors: offloaded 35/35 layers to GPU +5:32AM DBG GRPC(llama-2-7b-chat.Q4_K_M.gguf-127.0.0.1:43735): stderr llm_load_tensors: VRAM used: 5869 MB +``` + +## Acknowledgements and Credits + +- [LocalAI](https://localai.io/) for providing the inference engine +- [Mockerfile](https://github.com/r2d4/mockerfile) for the inspiration and sample code +- [Huggingface](https://huggingface.co/) and [TheBloke](https://huggingface.co/TheBloke) for providing the models diff --git a/cmd/frontend/main.go b/cmd/frontend/main.go new file mode 100644 index 00000000..37ae5c5c --- /dev/null +++ b/cmd/frontend/main.go @@ -0,0 +1,24 @@ +package main + +import ( + "os" + + "github.com/moby/buildkit/frontend/gateway/grpcclient" + "github.com/moby/buildkit/util/appcontext" + "github.com/moby/buildkit/util/bklog" + "github.com/sirupsen/logrus" + "github.com/sozercan/aikit/pkg/build" + "google.golang.org/grpc/grpclog" +) + +func main() { + bklog.L.Logger.SetOutput(os.Stderr) + grpclog.SetLoggerV2(grpclog.NewLoggerV2WithVerbosity(bklog.L.WriterLevel(logrus.InfoLevel), bklog.L.WriterLevel(logrus.WarnLevel), bklog.L.WriterLevel(logrus.ErrorLevel), 1)) + + ctx := appcontext.Context() + + if err := grpcclient.RunFromEnvironment(ctx, build.Build); err != nil { + bklog.L.WithError(err).Fatal("error running frontend") + os.Exit(1) + } +} diff --git a/docs/images/logo.png b/docs/images/logo.png new file mode 100644 index 0000000000000000000000000000000000000000..31caeb1178406c59c5223d62bd1f87db043b508e GIT binary patch literal 354330 zcmX_n1yoy4@NRII;_hCGy9Afw?ykk%gB5o#?i6=Q@e+z_(Bcq^wn%Y;KYsuBfA8jO zX6~NJ$vwMsXTP0qCr(360SlcB9RL7eeN>dy0s!EFZ|yrO@>`GE+!xX}0q3QqAPs1o zq4@K5<8N#5(N0wr!1ku20+8VF00{q?ynO(0WB{c9(E$J@IP(9mYr(PnuMIo^5aR$q z{9hZRH~HVC_}1Qj{l5~v1pfb7zynJV{=feHKT{3km$Wy5=B{Yy1pr{+|JUFEc?BeI zofHnT>N;=o?N9!@;EdnCSpKhk)8W<5EsXiR0RTzBM_DNyf4GxiGz*>mB>`Q-HdVWA zd!7u!bV=0J?C~N=15+-e0mmiBtTin{35gpohpgIfK7Yzw8V0N+Kj<0Dh2zQ+Ay|^$ z#-<`lqmHY5&t+)qfAu<>ili}kCbaEYSqS3I?Yf)U3C4j0%m`Q^zQ!zrJ7xjaCn#`T z@S|y|9>KxEbQJB_BUXips?DN?mmfv*{r6TR1D|gX%52>l8UnAEIX^sHn7;N@bpEc) zzDlSwn;a|DR@E}_)xKF0WUu~lRm5!mxG&Qm95CE35pb3fEt8P!D^lm|s<&swjWT>BLI*Z*a`h099<=Z{(SC z5OSRaPCmR^-}DHI-!8t#XsUS_{ynkk_cEu$^Usa6OJCo9-`v>LB*gk=%IOSr`Vb%y zbiaC7m#wo5YW_6%eWdo+?LZkEvGOQYajbYzWDuidS;H?lA9ZzghMD`|nI;u8gkI#C zCS;4)F%mN*QY^G6T7uo`C=q_l%UBjy z4@Ftfw1L!5qZ*M0v+A7Q_bLT8*l{Xh40(e?<94NVKG_DmUqcdE>`qB6Rgy$#y)Jwt z9`1kkFM-@2!w+W29}AqnyQC7%^}*i}`1$%q?-Ue86~!S)9qP+GZ3bYO^pc^Tl$Jhk z4jah2xi#T7P11C8^ze2q@fdvby*gV>0X`p+PuOpICWL?n3N0_ua1v4D0$qo)YQNIS zjl`tQv*ydtYkyC{SK-Q-HLDWm)K#ycCM7c!W!f;nXU%UG^0nIe>Ezmbm`wcg^y|s= zQEhAQy19!ACqFr8UxrDN&%JhRBvLy1_I|j|@@4$LdFrg@0}RScP3XG7MWdV~U`sIf zkn)~#{c8xk{8L3tsAtk9TL}p?tX2yCV3OC$CoRw=Uq9ooPy?ycmEX_bf9Pc@<*75R zoo-{niqcb6iPNPtb<8?OZ=ka+Vl*k5=a~P>&${b5^|!OYs8qyZzZ&(KC(7gU{qm;w zUAn#b!*SV2`Kj)vfFIl@xim!5jO8DxnND3?=n94^!ivnx^X4!4pg3^ycgRlcAa_g0 zcGm5H0yXhw@HV|J8on2CO__Ffx2E3+Ns@oc+%0WM81G zv0BE3r9GXcOhqqFWRxzos{MFZIe(FxsZA$e_q~Qn2(y-OmpoyiaiNgyLtQ`=?@OoS zl7c!laN`;SP~znAPYhL9L?pI)`qde6D#X3?Pf94&e-6e$iTxa0<|Y2_(pfFCRxCx<7@8)xFU;7D8C1cxM7Q*{Ww{^K0rcG}^QT;jd6ngCo-?YT{d z{q6Sa#Xs^ZrN%CCS&~Wa4m?w`g4}OL;cQrsVuS2U`zIMkUK023?%(QSl%<3?=K6bReL%2k@NgoEh!w5Q(1f1{*Zs+hL^ zNl@phx={Ceekl>+a~*l=ietTu^ZAd@@7$wRno_I~WAEX+a@rS;USxkP69F<*lA#h! ziY2%RUT{uram(UTF$j40U`*X7q4VYTiLf+||8nKBy&G*|+H#_RspWeKCCv!kFCxR? zwRw(~%6b$le5VOY+zwgeovcrj!39T3!FX!%9_+UteVCe5vX7&MY`Q_@6$*`lhWigs zzRhyep25k6m6K+oR`sRw#OAP{_>d35%@;?KSy=V>`-DgaEVOU_Coq}$TDC2X5H7B! zHeH>ZoID#2_xkeEJI(u;ORT? zQSbAEoh)*YEesl~>*~nkZ`Pev=EcXZznFaq*{0{5RxRK;4pl&7;#gu(X-N23WKG4Y z;zIRKV7!c4Vw2++k%%RtI39^af2P0Xo+1dBY3U0}1%X1kRsRusu8uw!;0r4Fgwe-i z6;1ZF6j?(Gb3yw0W^S@6N_StFO%M+I9z5AmoYD5Ic)V%@oidl+#Oz=8?qWKbk zhZ*y{d0Ewq+{`>yS~|3^nVR|o7@2^Q+qgYEzh&HEf0kGqL`_DRtMNgrswpYgz>vCT zVvScXXRSJ(!)c)CyX1+LYTDHz73a?vj%b2=KwvW@AxBmlFO`P^g4}tH|^F~>1Kw9m1f4q(@J4%Bor^W$4YvMj-_mE+5 zZ6_&qTIKAArJUaLCm{qyd5u~QG*roy?!u-epN)6v$yP^;20q#X)drOAWmjB-lCkFxm!crqNoaY zs98+p0F0G9JS&&aGnnByVYpDViBJR}V>1%t%KC7)xLFvzZ1(ZHF>O;#G{%TAtP^cA zFA=K@rF{9s#YF{m7K4}DiJKH{cs_0kxO4o^_RNRT+uOv?6MOxDrtqr@IFi)&@MZ+M znk+1hz*v(a{g)rDN|manxU|LBiLx1OTKL9mC5aqPSlNebBjcWhbfz`>^-bq;W0%1t z-K(k9N;x3K33sYY@UhIl4`6$AlCXJ)-zai2(6N}vkHrF&8}CzXJHap4qm1h9ir@aI z(vST0CB?`1wHX4DS#qHa##u!cTP~FqSmNOV2Smf|j`2zyI+$K`^l|Y?K9WnTxW;bI z=sFIEpN_k@p8a@;rrx^JKDijSj30l^Bv-}y+xc7Xqs|Z2k_nIa)C^|9%m9Ls8neiT zVBF~D8?Mq~+BH0;MM4khLwo!%hGev|zB51nvAK%`oovWnG^kiI_iSN^FsMA^J($gQ z4KY4bFPF*1xPskdSRA7mgcuO)HK67Jt;(PtZi*ik2wp3=mDEo5?EB z-?#Ci3c0?!OChNNNi|N^OUcPMFm+?1P2RiEskW#RiViaJ>IKT!Fqy~Jhq0DbawCP! zIFzwl$8%212F0ImX-m_@8I_sdXIp+xMHP$l z!*9|3ue;%d<6s48(2)GX1(&UFv7-4=I@x5ev`d_N1;@?!^#UNU5`M41G;)oH2n{Op z8B)L`g}a9W3_-CMI@bg|;hv`*UFGsr=CCHo0mJDA6S(q~C4SValN+yy=;h4P=&6}# z0XmT!U zi)o}E^ zg;@;|i~}da^AxUSu*EADOnNS1`jZUY%{2LB919emD=ninhL&F7!3ijeYs(d@OiaqMqcPD7d;Ah;Yf(%v_D_45;5%7{61mO8 zH$uZg4b83}vm& zA$99ksyK~(s5hG15Ej?IC8brL)l(npv(GCe9X@r$^m?40MR~SmKk%iMDUPV&8 za0O!NCB*dc*l8>U71IGo`VljVpM`-^&|L|^Aa-Z1nqSQOG5qfEt&D5XM0~M zoZ0`h!4LSHqh;PJCY$rCBqje>{D^fh;5~=whO=8|J-8~aa9VTAnlW}%TMY-3J|Nn1 zY$=Vbk~=_$5uYVqcn5$dnJ#Gvj$^OQL}QI3rLsI1lTM4--uG%McZ_7cA!OIGvw~+m za^q4Y+r>=Yr=_X*+1{UX6%lD4R`RpNA3wd(7tNM5*h)^mPLaFIa-=|1{~Eh>)CJ%@ zWH%tm1_MeQx-4A?zEJVw0>m?CRW@_75M00bl>FIK_e^LCaHwao>@&#lK@4g!CKQ~c z)lj_w?7`^D*+B5Y!Wg;;Lo`EQ6Z5BsRt^zCdn1Np1GzJFJF}=eVH(oB?Nv1P@{!Le zwQ6Au{Tk`KBn+=kZ1^E5Tto$gp59PdZg2ksbW*xVVUrc(ap8~Gq!O?lU;-qgL5NY# zj1TBtW1aATIPpy{O`w5RRv=`!5F_+?NMmKv{BJT)0>poK*SQEYz98!q;=|>N=X+(E zKk#M(;}_ijeDC&whiS^+I?>`%FS6ap$7A6%Z32F1SsC;YStl$*oV-C{d!kaATs)1) zBFCIIs>kEtEsT+N*o+z#_Xp3;oen^b&jDeo%^Sy*bN=RzN6!4w*7B0IAadgA(8?5B zTb7tx*PGjbqF@l3Ci^?k@;5uhRgPl#6TEPueKSE(a=4bi1dJ9CDeDki!>LlR6JN|X z$)WkR1KnnPoeFgAH_2_ZTbi*sBMk7vhnLa)({n}JlwjR;seX^e7j{E=(#bK@tuAQ> zsSoJbysL8$nD3EReF%AuoZzs%=8F*vtn@3WSRt0ObYgsP7@o1+m{X|;#Vi){(gEsn{X)PxJ7MzE?` z?#%N|Y+JIJ+fT4e{6Wj?9>k}Fmv~!P&ObAcqb2fkOHWkuxaoktD%a2aML1qyOJ!Po zy)q~N0{^su!-{^*L^r7T%5@GsOgH_L{f`*q#G^4DL)?we;I50a|DmZ^Q76NUl904t zu9&M`7hljP?DD1}TFJb+p1^rhhbSD;wi!qPd#9k!^KM2Ljkm@AFzlWcPBec~r^Qx< z7>B%M+HN=UqqB+)JUQXJ(Z(UFl)GnA7TM?@`aA`X~vk;)SGse-lHuP;|P4|I{VBmI#cZ z?YXIqT|wS(8cyE)kg^+OPJDDe#oLqp@A9x;xG9{M9~Xua%1~LC07YZ+U0LyIYwF(> z4rljiS22I-5(u&56q90>OyR_vLXT=5+a+h7R&Z5k#E?^TtY^y+G;z*KX(*{W|F_>EgM*aI0M0MNu^w1w%2i)4{rT%+P>3Doab?h0CQgCwT zyc#_8{5PMv^WSsv@Yx@)f9J7_tY)Q-JQH>cv$O2$3i4Vs5WsQ9G$S7l91Wm!;qj?N z3sc^hQar+eWn1w}LP4?EGVJ4mi!~CrY8-2nkLqZ5u|m5Mq0(l?Tz{lp(1k9IJqON9 zma-%Q98{*B>GYz)hx~3j=_C6?mI#}D)`WrkSdLH|d8w`7&v`SSDRz#~n9G1Y3n!U( ztHp8( z43{gmfLU=+oI9TGb$?lJi;^xrn38J4cW?h&#EwVgN7bShyvQ8zTUu0w9k4(b$EEj>rQRPCaN>Fp z4#(snV}ctK(E_I^F|>7jebaF#g0j3!?fr5xFzjk7oorvvHS=Ce{erbD6{lo+_sFC6 z;8MASc&vGrc%Pi5yb^(BhZOE}^)9bxaKXj6EoJG?Bh$N$M@7|`;TC`h*PP#InkTg) zvDmQ}2N7{-5{5Lww<217Z{OCpxJ4=7MUbuk@=3GW{U^DR%!OKeOT7#szYmR;=AQ1+ z`>x(T#p|`pyB)YIcqV;BWF{?hFx{esT{(I#6BRoI@%o78AZ#a2E|x88x_>w1_Dmsv zwPglQ06IJ}qS_OLl7p~?^fH>NJ=z!DH-j9UX!y{VlQ^()$n1Q=Ik{!O%ILL9NQ)fV z&&=flf|E8D4i|SNTRW~26^z1!%=}~|b$3-V@cymSG?98ZKTPaC1NsntWgzkg`7$sUr5JP>SCypeNI7<@W?b_cAM zA*YOnJF6d^xBln(kVAO*3od2d%1=~;aw>R!u-7Hknk#vlD_u3hOkFv9aCPm_@>Egh zo3q5qui#M#bsK9^E_SnmtIxObI=&n(^oT^d@M2yW^9>3v2HA)jE7YZMA_bp#oJEAej7`CzOQY)e#|V@RGO}={=io!J#*Z(*4)qWW7ED}mTJivt zMu>F+wF|Y37ZaPCDOIH%P9kx@D45Df`iYV|#~O@AvO{I+DJ>)=%*0u`3kFjRIxb|F zX-yf4Vtobz|CkdDHox@Mzz2w812bGJl%{pI&9G5FiEdPS z>aE#P;xp->2erf^5=1DeqlzM0($J-B*)}p+Ua5C58AkYA-0T6DizgDk!r_Co4(pGp znk%u_yD93zV1X1D@XjfPcVIpW#f*Fhq-S~3q^EDn;k#(J-+hi3icNk#mNTjQjVp=! z_2O?(LyYiW3k3cmYOoB;Cc!?+gHtSHc2WmT4XL5M4Uq9e}B~%E*3$6@K30v5@ z`f&nMDVwel&M_q^V14+nU0sly?mxO3eW|Ygved3ygRb|h^z15mk;v6u6tFbw6tB;0 zvlhkFB90oQjRw{R+C-7ufyK{wUZN9otY`nqIT|dhE6R9$ z;@-)>L-r_uzwl?EP)V9v>JhklEP!Gx z47EIls-6k2IE(vkm-n9%9c#f&%x}`Ud?zk64K|@;kaj2WA0y!UZBipDsoqK9@^3Ci z7IT;N*WRPI2cs({|Ed1bys^HziB?9uF@zylJ~yiT>m zvr~znGDjVQrv-QTUyi$#0?IzN!6fA2u7@PJ=p{0rK|l^pSBmTo6dFreHJqPnp9sbn zSyIp!+CKkwTCIEto{CddE5JsZ>qg+9mQ0eU*uULDk|d`NQ`0a3qDY$~Ozr#Z@S1T+ zB8EL#HmhCdpz_FL1!1?yz1|r&tN&39oIyN}XeK7!x{dk%oP?c_i;YDn*D6*ipBtnD zPeHjyG;t#g)b&o*uT(zGs2eyTV`|!Lc|2bbkT}ke?FN6iXPcR{#yHxV9v9Z+jIt}EEjq|fe2*$j}5Xl-*%2pA_T3D(Y0I2R>21TADBAvG)R#%qD z+BxtY9adw0;i{P>X4B|t%6}|>*=?XCGH7S&Sm;|gymCBITjx z!STf3lOMZDb-GY#^QegX>qWCX_wV81ArzCm3zz1v;P()SF;|r_Hsvw!3FZ~rlBmsa zn^4}iS^C$TQ#U*IUGxH7lLDReler+)2;TV0V5DcT#=FlmO>!K$GmE6G#a1)yImWzD zD-4mIO{7ldfA5Nnn4VVU>f!2bljp=&RzI>=x+;`^H6S;>wulvKkSEf$8v%AG-q>Pi z#ywW+h^^?PCV#W9j!EW=eoGVp%GfjW58D(yF!KdpIevNWA?}tL07T6E1-#FqIuW|W zrOtP+cKo(ADEyB`LyeO_KgR*q?)88l)nAcn`Er#Kili;P2_5k=7s{{SRGoX)go%hf zz}UV}=G^_4w9f`tC)6DN2t_M&E6H@t>ubr$*udpOIb3x(fJd&t)}IKJDLjQ$|9u+3dReWu(C*>K~iz)eTaMWyv+L|Y@SOAY_gQ}1KRpw+-8%3M|YIvy-XoQWODbZ~Jazehz zfP9q0>WPz^t*U}(?h^bY9C|hu3J@`HhWq^fsUl+Yan=hHiuCnLyAwp^ojkfVg8`s= zodPy~9nJ-hewepenOmg$fbGg- zvwwLlpczZq&D~%$V#YPiF{|*>7c8;P6ZC*#{%A*-_MoEz3Pjcda!=>Z7o&Iv0q*j| z)0N=J0V$|tN`{s3Huw1el|72F%Sm2-$Uy4y=!m?U6(UGB2SxF5gL*z%W{{uj#?N{5 z2X-@XHRqt{Kxg=%qnytBxQ&w|7zuDL&-Y37szJ+DRGv*BI*71Ge8^r&H0PEBo!G=a)H!K2+@&}__>jC0c*UPx{XE^8^?-$iP z>Z~eP^m>hhDD0XC))rowFn>4U{>?k2+LKoJ*ogy&2G6C#0YsO+d*Pww;SZN4XsIY`uGsV&56B>TX`jf$>wf!chWs} zj;%0RgM3|%(H`*t-&QR$Vtwe&$=D+808Xs`J<>m6{nAG4#Xfx4>i4EB)v1Dk5H5i{413K8nKV3ry}=_o zn@@JRu_$tmw9vWC4o3<{=~$p{j-~p2{rzO%!|G{{R8F*VIRPo&1O*Y}Hni&Fd z6LRzFIE&fp`ee0F@bCQBHUDyz{QLL`jb`0?Hs=`PBUygpz=N<4aOb4(I9#!dor&p` zjMYV{q-~q!Q6A4J5|2vc&Xx$C_}eEP!qmg z7WV~D9;BNDzOS$@S9V}jc-*-CXgjbKY9lzyn_U=e(Ln6=hk9Lb+)Q4MBRs}id-out z2+QA9u2UNju&D+j3LSAtVG zb|#iI5#frF_SxNZ9-K$wikiU7M?+}eOg zaO<}U6k#@cBpU8~cktR5N8a#S(dSQ+*7T5{FSSrNuB`4mjw&ZNH|C(9cc zIYqH7+VEi{NY-=_9v_XH&uiA{hgc^Gy354rbW7io7=sb5KGaN2IB+PJ0Pc6WPG&>^ zaiF1hB|RJKa`zSZq7Oj#@A{@EH0jtZW&BLrqE$zT89W%EE96OYn9nA99so~gO@jyT ze2!=z-ulv?p>}(FW}Phlb@@YcGTv7az81nCT$OqQ5OrS_pc@Rn4O7ey4Ygq8s+I07Fdbapxf+1i?{= z#KiA}(i58V9dHWHW^v!n<+woN)TjFa1KU&c*B8ief!D70Jk_Ds{meSszS|oP4O)~0 zvzRSy%|s=8iwo#w8v74QUk~^zG_pGDkXGHWBrS+v9+3hap9CpbG^WhSkkD6i5)L8_ z&APZZZza@!%+CMXFX6eew>&wZ$6?;IYQa4!Rl;*cMBKbG0S$xO@JZ0%K4p}5sIw(Y zh;f699R6A!zdYPV6UmvxVe!WF!aMv>FDw0<2~8|+L!g$^`GJy{qTBe9TV0LQaBY4q znD@u1Y~<`1%O&{G=8}G=x}Tl;6x4u1L6DC3`pOQk?5&OPQrX3OZe(XpA(pu$T?aVHGl|Sf@(~# z;iwE!+9i7IvGxo_vE;J~EqWg0N&Ly}A*1H-WtmkzyP%--H!e4PVO)fw{Ds^nxm9tD&8{H1Zm~ z2-dB$Kp_K6PA>FiW^3t^!va9jj$@e>QJ{(b1@kw0O|dZ+p-T;rW2B;c`jg@wp24ke5LO(&a$g!^0k4 z>Zebm65~$kOb933UoOAv5FLi|#?1Ca)#~&p<}UJaw>SUVw^e>9RCCN7IJ`9FtIG@3 zFhkhZKv+4VK-!uckgl1Ju-bgT_28eTlBG$nojZl68!ksIxE{Vig-I``PJv2_hb=Z6 zX=4gJaw8!R?sl`0%{*kj13DrR_K{;DXLrpOqb$Fgr6YS#bLhmBV~%i9ew^_;acEz1 z-dOIsTMGT<=YU@o6oQ-nc}Siok}IqL)<5Zh`K1vMq3qRHTYXYgy|OW)X`S`2x6kuN z+C)&Or4RxKi*`zSUAbQX{Ng;ldSBxiN0za5-!^&}rHof++YM?1x^@#{VTgZH`CCo_ zB#ef|^C==@3ke+kno%`Ypu)u<9B!rF3=tHy{Ij!CboK&=4HN1++KeDyK|$%HFAU9v z>Tknvq*!ohh;IVU6i}0Xnz@K4KDRss3&`h8(an8aE6yeW009z<9(lK&6f&7z=VB*c z#LySktc$@_Yh@ya4Zd2k)T3D0| zpHI@4vt?tM8i%Kfm>AI4+FRN-=ot7CcChA6I4;W~KjCv~l|ORVc73~$6H>p4&%`eX zeONbU)|fWJiH=PF>;`BkiVf0mc<>{mLkFe2XQe{e5@_AN2jETdm%hHUpGo8Y$qjMxf0co_OX>cX2Z+jx#A{y!7 z=4g!2uqR${yqg!gov3RnrRNQ--7Vt_N=SZI+q;GyNss>IL=YQTzWDC;#Ec5s=)?%8 zO2>A-&7yWuFfYwzm(ERMN+2mgCzlf+iM=Vk2Mvbf_&Dj0X2Q7EA@rJ628bkTPZ!aY zO|;ZOR2cM7F|VjeyJ_qxEY$<{fT$%Gg5QP z^6FcQ$=fSUh)Hc{^3j4|JO}su9Samqp1Ax2D2~&FXR9Get<6nPkiRt22dnHE^4n;z zX7}G>Dq=rMvQE|)Ok<(#jrk7ms{xLyJW8VDi2i^{{F?Vy9vQnaB*ks;)QPPu*ELuH z*giU6Y@K6AKzHIe%QV53?*ef&_fb3nun-{e*yS4>b8@8Vlt6`12-~R_rHeX+blPaO zGgVI23#fEhr3B5!QI>Le3!uPgN8VO1I;KEa>F272XMas=tB>} zQUIHI^gA1<@7CyiMRK51`!J{vo4e$oe6c~{zNVb5p+bswK6S`muH#DWz1VqI?;YCf zDJMP_IKBWLcpJ=zOMC$IlTmC z+GC<^A=YsI2~`n%7$W}nEG}4WH3jF3hxG2IMgzYA^3{OqZ1I<#j$BE5D|jJ3hO|#M zig9aiyJMg%KzxHrK^eo*jaJ7lAoGF!cm=obzA=cZUS5q32gFgM3kfAPLohE3r;R`z ziD61x-?_1|nQllXu+QN>ht$rh?uMmMSaRr|ES9>M_Baz@Pzg^fc|tj*wYbK+N?rf|24aOevSv@ICY zVxtLwRb%ekO>MPJe9NNh3Lyℑ%2@7Nx)m2OEXT>Epr@2`ih8Lp&wg)*m&}-!f=E zw#ZlT0BK9+Kt}(kGZN~J$TO712qpGVTT<8V06)>7+kKoI$0t4_BQ5*|ocy?Udp6ighcX@~55J4l;r~u-Qsr7{>08eE1i1+4 zAz=86-kc4z+ot~eiUc|jg0hqqiEeWEUUBTf0I(CYj-Jtniy|oqf5-DL;%L|pMC3vS zgI_a@z@Hcu2hm)y*M&JMs^F@z^7#sbq!DkgSDIZf07q;4w8R-J7UCTWTyZ-&Hq&Ig zA;oU_Vs@^sX7yh!^_%KMeXm5E(^H!BQjKhb>``u@eiUPC@dr>M)^)jE`flKC!|FZ- zJP^Bt5?)LStyKz9XJ(bUo5++zL1)$rJequ!($UdMY*uGGGOpjIvB!KrfD_g81ddsu zBK&EF&LB3aSwX9l2U^SVygrsrR%Z#kpE3p`6l+gLNxX$Q2PXj29wwC6VSdW7hG&^w zKg)oBB$ukC7Cs4sJC+aN|7k5ChY!CC$W)oaIeOBFsh;!cGk*tkZ4=d}4|~v$7d*;f zl27&$eCUkxjI{%-%4#bbso`YR=OS9v?$Q>y2N5DCdUl zzUr++!a#JF5Pm?oA-VV@87t>)*y%-SHco=hJ$`--Gq$eR$Jxo4Wcm??=AeJZQ{7w} z=$5o<4|Bf?+)=|R*Ck&yj^3jNMpOS0zrM;{l^F2z=zofTz2YfernV|ip7S*!D0TVn z`pA7dYD;e5yynAhVmcNF2%?bD7e*P~?!*;V)+tNjGKdtLB+keDf{~=8K;LyA9pHCS z+NkWge`OxO3^wEgAq2xPZ#3D=4x?w7<{qGDyz zXQ2FJg~T`Q4GK+;C3@6xq*2(HFjxbEAi=WINhyY zyKL2E3Elko&^V<6Y?{o`{l~=QoS$cgF!tj=)&(>TF{`KnVIHLth>AHW=u;khpUt*t zX=F=KgrX1>Uw9u_QT;zF^j>F$9(iFWj+0!siNk6rJ52iPlAaGZsara~vF*_k(Nm!vQl9a4990==CcNw6#v`~~tNm8-zc)tGlEAZz4yEuzA3REhY z8^!!n0pgWqI#GBrEp!(}5YY)0h8P8%&3!FIi}>t*bWQ)fHx%mXYJy~U)q-sT+e}J2 zxl>+ltB%vhfulyNRfiyhhVnoJ_5}Bt(PAkAO!){v!EIkRehLBL=wXm)*3+~ z*cJ2bS@tW^XFv;Bs6MuNUzIX+>)GFmXufvWnBY*OqiBX;9&94Q;T~++1R_n0i(5@+ zj@&IfhoWGw%zm>rc@;hNrT~Rd41%wZXorK%ZlU472J+N#yz^h%?yGHYZaGG8i4G=n zJS2!4A4R|@r}x1lo#-j@*{a z!HQ!MNly>}nh=J{?3lreAo^E_;_!1-%-?$a#Pq#Mx@!|pqO5PH{CWZwp~xwvf0lF~ zkx9gXD=NX&xbH4GIPS$+vNl8U^O-m;<{sXrSU=!M+#DM9MrAyoe=h&*L= z`Q)!h=-L#hHk15mN91ih+)^j6SPwpdI2Pq7&1ol&9IB1p%Lxa?X_x2En`v@)Y;hk2 zlivL{TGMVD1^4y0{g5Sonb;{lx0(n1dfx%@kVTNOZzUL?CbRZvH^@raJE$Qs)Qr~9 zM_VzzZX-hmJq3d_UIwsCC7iR7pbqKw}=o z`wm}aKC{oA?}p)jz3xQ*YC!*Y#Fy`;wd44BRXB9goIRM*d;! zrYPq40hR&V>r}5j9oxU)0)S%WLEH^aFNOhFAo@3lgoUT{%ZkQ@K??oEZ;dJ#Y_pBb zt)wpLFa0LEYEBSA(dzcZ^l_&<(Wk5FR>(LW}g=x>~tAP zVh~RKykNu@w<)r3M#S*JLLNDZ!- zy%<(0Gw#fKg zpF(m+TjDvaAKU@HLQLXAaXlxyfu}nskb=a~YtG?q$Y3Fm#QaTWFMxzU)lUwZZ3I-f z1#iymPPdDyuL+#A1$0nc-iMgCB}Hj;IQV}?XH+uMeZ_*Q$Vp`2#f%tOq)lW@L7s2- z$vPH#P=|Zua6g=>W*oe}hHdBvd%WEBBL9%Vvgkv;BM_`}dMGHK$*ye$fIPWct;n)B z5*w$1c?)v&I7xLS&A4#XcKz3B$x7+9}%@&6CGpr9BwGIg3JL zCzTKk`endXZ&-*J_|4{rY?j$uvCCB6krKxuAtG>ZR)d;4ZDa^8nr2t#&Zb6 zmHh$aab@5OoG%HQfZk96YNACd=jaoZpd=;|j1vifxRbv0&hw-FLzlraA*xj4hE+8l}m)7SwE= zHj`sWpIVW}SPM#Evdcq&jxfvQ3NDi)*g|%`8fSt?$rQY=bsj>MQsD2+xv5h}Zk6 zKby_LDFE0L8u+jf|Jix6sQfub;OzKlqq)h+LN~a_eqliBR&P^NV8ENaM=L#HONM3i zkc9gBB3!D1V`dL4UZaKxm-Ip^t7qMx67`muKI%g_4c#^!h(Ig{!HPwUTMh3c6@y!@_n4ZfeIV@YTT z=W&H5;{s=&tRIb$bMI5LC{Ih+-k<2e1BI;2A70%7C{^AR*r3mcQnS0|>L^G(xfnJ` zq1f=$-L=%PS+`GgkB7|S&eOl_ZePAwpHw0#8z7E2&*q>+SnWBZD3kH;bi9fn+3x9?XNuRJ@YP z>z_sQz3t(2%{1RnpwIHp6;RRw9UvDI^t6nt2^DU%a&fVUan`~_Aj3&%0yJ%p^`1pF z2dNL({a9RBe$^+b`O2mD{$b_lXfJKKXa&B64JN zC-#6t6wbA*_>oG`UZtki0zFKC)atb=41x=jvQ>^#pfp}1WL4hGFBGgp_Ub-6_bdB8 zdCrbF@q@?4kLp$A-uQ}4NCqMNt@@dB1=9)ybZdt!%OC2+eAJ$nmixiaW+{-pp;F4R zw!FCR=x>HO`lTc|O15}XUXH0{`}HRHdy_*drI^6j_cIskLW|&sFhijn_>u@dinn_5 zD_p$ah@3*3Q!%ZYjmTROo5#qJQW8{ZVo;wxp*yL!T0^yyPk~8|u?hZ1eS84Ix}7CVfD$=) zomK0JC7$)dGY)6tsT?*nm6xwMb@8Cz$nPEVwkv! z9d|-aRXmzGJQFwfT2NdN_6RC$WxqLdoGPV!{`iu^y~jjZObvn_GucK|>2BShzqGzl z52pg5+PmQk_MKm9xsa@KX}FJc+AQMW^b7*kefMouzZG7UU7!Srcd__HX~rnj$zDlI zoR?aD4Jk(*i8pwk+$GK0gyP-Ful1$%@vqaFLHtHk{)IFCgcon9PMg<(j~336bWicsf&I7k}DTx*JCS4*|kw3z@vVK#K;f;G-n?=002M$NklEUk9K-rGY(Ny{Q+Q}&?UyHy=q!2ur%Z3USgVtY;jpCUi_G3I%} z`Z&iak~@C>@b7k+4_n{ZbHuWssdKOZzML*#R48frtfk<1oqz?Ezl*^5#KVG?!Q%Z4 z@)C^aDj2^87{9%CFFRoKvAw-McJK(;_KgQDmbJT1_HX>m?q0pi>Rq?T#&#WL?3ce< zj)8?GXkqW4)~qyC`hgE}mSozq10Q(09+4&sz-N;A7xz82l!h1Ld63`JD-1l}S)cv# zSuOlGz1TE>b<2gii1ESxNd`cff8#BSkldVMM&%}#+$>U80QgX!uK&jP_!ERj3KH2v zzpiHckGk3R#vW!qY-2k=>taplCJ1L_C|E@Rh;n}%IHB2E92yE9IRFF-heJjLYy9E{ zyF0$jiSdycbCJV`Fqa|27O6^V(Z!|L9`6`fjO$l*bx{uA*9*yCY=8g!^YR+t zHEB5X zPq;S2tBB9<6Go*sEnT^xc7KcgnH`NM=N&mQkZu`ZD%>lq;Y+H#@H+xvS6Pwc16Ev1 z6^#J<7_ng7sZFM{!zVpbVSxf~yP)C_J&>Dhr#E-InGnnEJg z*heviEN=2l_UhZ4n7PTpb^!RS*>ad|JJ`w4HJzQH&==4I_AAHIpwNMVQDIJOW-r8p za|(r#5TGH!z;#Xt7h$h+pACMV0$|5F++1$a`|F$8)&qm=ja3I&(RB}SVQeu9FN8WU zy87vGXev42qfny)H4x60`a|&?@CjE;^5`by_Xw2Z8?XP-f_Kn&Y$5JhG&ne@3yi(_ z&d2Or1WSg0L|y}zz6OGZ5l5=-iUZJ?ec%85Zpnzzx>|K?NwYweYZqwp-4NfYMBpz1 zA3yks(B}9?%TgQ?W1b~%#*g>b);Fy*AL;$o#$Cs+-?-!Glw+0wReL)N34ou|*pt9> z5cnBQrR#W>Xc)c1eh>RG@_81ca_es${j9pl!v4PXv#vj`*?#oZ)!W-Xs@vDKd(G~i z_J3_|8(hD~>DkiASi$T?OddM}$&Qr_m1$hVLWvwr7b((%%M`>^BVTD}Sgf0DOM;hc~Ljz-p?a%f0}7Xlw<|u=6MWQ+^Kt zo*?i+>k4#0&t)S8$*gGh-CW42ZhIU11mUNTF*B=fM=RU$Sr2QmFxCY_LJSaP>kx<` zPy+_l-}M>bhJNON4vu&$BY;Ei1M|#%4qe#U352!|wz}Eo-JR^c+CyyJrxv!R-oobJ z`yvye=awvCHj~EAW)W(zJyA0_;3L*yI>58>NXu(B-W(A5h|Ht7HRV=ir6wo zxGD$0CzuaY$b|5uL}+jp859^rG3MZeX)@fB7*l_kYD(MupFZC3$|I*K5q3%Rks**|K_%?bxQzef=LF^tcy1QR9oyAuNZy9&Oxg%o)mLdgK6z zWf-uE#OD77e9*VVBT%MW$411P-&nDR13vy4T|DCx{5#^07ncTtdx}C`l;eZ_J^#a9n)p`lwFyV%|qJ3G|oU`M;WTqPEjp<{qCLyjIB008O-upuFU(~Y0I@Viz#B*{_8 z{^M@;vAL6dxTTeSw6%k+-D+j4H(S{KPcCQLWK3e$mouSp1{v5~=6+F_7kVMiA^u*`zU0h3>e_CDx z-%bMoRXePkSM9JJ zUA5D0f8@oF+~T;IK6T=?Y%D6d4CAk1p~7sYM(zTEp05HvFp?gjI+FuF%a(ssjfyS| zFQiuXJn;E;D~$j2`O-jeKhZz#_(z`0@gd+7B2F|b^u<=CVX7xWj*%5yj?b3^A2j}B zVX{=Fj-#fAV0cj?K31N_o_OhBY;{9B*FkyxZVRj3b%NDyKhA0!j?3MDL$2 zl)&5A=f_>_@Che7(vIUv2m8EzkTtgTvwg>HY&W_=*CSVG3;OeHI?&6|d7Z8N_$YgK zQ#HJ|Zp3*mcv-06x@<2*AfDkIr!` zVlwTch0)FbxA@PsV3(FaAG1-BMr|`9AUyCnUyGE#FRy{~p@D#Lr1;Jv^NcuZl4(LDFaY*v+#)DyXbxmXH>KNVsipL&% zjKW=4P&mwtu-HfDcIk)PJEH4$c1+r`_hio21AQ~rZg0Kgo%M}ReYExD$}Nq~9dFk) zpLq27{|w0EXLv-IA}@+Ug$K&-sppUiY>z~R;ft8hB}1!s52x864mVZ!9$;~|QIUg&MzvsEqKwxhVRdsbEeEZ@nZ&i;IPvC%$K7JN}PtmX( zpFpTwKW$_G+H{N|XOGpI z?W|@^GkfyI)hvF>O>9JX8q+0RixAfg7K%M>m~=f?#2`ivAMJM;*j~S&Ul$l38o?no z7NaA3wnL^(u;^kYncGg<-*9^U)m)TM2pxrz%^_W#E4}mA;WfZ(;3CjKVB?Q$>+2I! z5+uB#syi1v@qC0hp)Mw&xG6%KX~P^G7tQYyDnTz(*oY>#t8lI?Vw&iwka8wg<>7ZZ zOldHAC7MiEq;hg!bW%xc?zA5_EL*+r&DA?Qe!Z#DK5x~w69w;XIFekuqgz*hpicyV z6Y?e)pt`!cs|W;raEOiGc(5~U?VgjeRojloeX_4NW8J66rmfl3a{JmX#}xh}Qj=LF|mB4?m45jWpQ3*(5Y zE`=t;8Ws^_UcTbP0PtbSy?k=>MX-YTM?9Mb=pS>)X*oVi{;-@&Zbo$@s=7)&*dG`; z47P`>>LTECx>JDnaDA`z@#RdQ$Yc@n49w{RlcLST47@4KkW|UauUp98TYs3CgnlT*%lE08n1y%SpxwB zNnQ_mKe`_D^x3%Wv-`76*DM_s5>>A-6tv2;Wj4(3a!WL&UUYorJS#b3?Z^}0`erCG zyNlY}lXs|&rS|u^z6fQCON9PD>hZBH)pXXmjgZ#%1ow;En&&IH?XI`{?s3^b5h%I5~b$@to~p>d-szj2DTSqrX4H~ za(58QBKfGHgRR?%*^=Ozv5M54F|^ zG*ea5djOCqIa?Wx*?gEYCf4PnguTeAHl%ixluR>k+h(qTP8PV`%!DJcJ?I_AvCTa2 z8MbctQ(gm?jRs%<$U7X}*N0Bdj2m1!=jB&d{;yb>ygWjd)*w_Cwt+_O2heecqko1# zj$wuXJ^({Zq(bEc5(=qJybNO?RMEv~7>0ZR^!JfyGu#4ghHZo(u}wa{Y;RfBeYKDL z{;isKHXM0j>mlcZ+nStJAMfias@--XokCil?CqYocBdr`USi?qg9F!n+BopbP5Zi+ z)NO71$GT6CuX*mz@9)kmzNIx(mez~B9ET2m^nBEj|$_)%kT%W)(LGCyO*laT;Tqb{;pPT6hj=|8;3J^>cCcsuQp>U{7x-D8`03m%E*e5g zY|kmirvi+RU${AfV1HDo^a_{fvZx6&xB;sn;#8l0e3=V&$R?D>H~r%uZ`Rpuj_08h zjHuv-l8SNuwT3A33yRkOuYpTc0|6s>RU0=tf+>*Po7&OinY-}8U;pX{;|wdq<=J}y zY%GeXGKWxU@`Z}CIHpHsgaHDr?5D_)2cW}z9F)Dv3^0-aKkE2GpETO!)+JZ=qvYK( zQk>Epsn0W~mE2Ny#{)0c{BhaGi{JmGdEw@LJ$E#G?z*|Yaq#B#J3DW$-PZo|wcFZ% z{qGIUOP9U3bM=!;R%|br{*xmDRd%O9mDR6|E^-Mqc|HtPgn>h1BggiDmZvZmSC&iO zA0$BG^T6j4UAX+$`ce&?OW@-VVHa}XM}%-TF+ci*3Z_E{j96Z=E)RWvic$HM#l}fe z+2p(*vWK6kVei&`j%4SP9Prt8*vVoEd) z9YE8;0T)X@bmZi`4AXVbM98yhAt%1{{J0M~odKF1VyZfhvbZ zD5(sV1_YW|q%PNsMu=`yhB;L66*ldJ%1$I5wg@zNyOnVjwF&8S-$^U}am|by9(w)u zUp&9`rw{(=joTN#xbnJNpI9^5bn^~;{_tqwq?7O{dvVP{04ujLrqmlfaTdaA6^QL; za5Oh1T=T%^GFq_wSN*RVz&<`FIX=|wT#Hb)oRXf^=zj%pLP9xxGO)aI6gLplD^lkn z3|7nx6VOl)KVKCw5#g|Orcau|vZvn3%C5VQU46@A?7G{YWHaYI!t!S1J*vD4-ga5Cfg+p02h+rs zb3&j9`<#U;vKab-aS|fW#LwBV3ns22lxzi^(~)e4JO<8`u84&xF<=;7;xzz3m>CGr zgQR6H#B~bz$k4S}j_%DORSAnun&p-0@?GkfyuMKaL#sAEqv4H}t5?8=Jr2-w9kJNZ zi6X#i^PQUceZp&i*T5+az&KE%^C)znmmuFK868-w7C*oIg_PXu>PANd zR*sMIdJt~n!d(P7D8Wz>iw>#~GGY>VfRt$H&;2Q7>XO`6!%*hJy&F5x^m~37+V%Y7`#$ zocg=u&n{mLoJ-&%1Jff0(2>H~QN!6F28aL%P)BEgpZkCL@bgPm(b@GfeO4>zkQioIpj9(;-VuT_O-W#z!i1%v> zxN|ag05BXSPE%jGp*FE_WdUeu7%9Z&35ZAmf+$zuEaJm!KDn;w%Y>uOiQOR?4tU5Q(mnn6 z^?Q<3*`Y->2!-CLpNBx1kKYFporB5FNO%q=MaqyEi5B-h6-wf@hFoiCn9;oAtu;e^ ze4q!urTtf~7XA$vq6Pwc_^ef3)VUc|nI7x|G%!RM`oHz@LE}%cDxc|*cSHTULWF5d zi`*NbA{RghO#+AQZ3XSSF9_}VVDnJ!NFeA7Ld-D8)~2YQqgTFIdsqX?p~0&)lB={vhZHV-0*2*M+!F`Dfxa zaKUIGU^K64V{O#yLebgdN`)c0?%2t}$A7+P@rn>(T!UDX)|!+yyAR!+U0`M?=f_7t zgJW7?p#C3w-vJoKb*=46S6S_@w(n}yg^&aYR8TJJ9l=Z(Xu-$YXM`t!k_Q#^tp5I zneU!^3dh*cATcQa_7-&BzggJ%1Ct$jYHNV}2w}(qQ38(`dF05~V$#C|NRI8n1W2~` z5duC$d@h@I7P^s(R|6N4_+a{(#_O_Rw*wCNUdi{ykLi4JAP=_;|WZwhv$pk4$*v zX)ZhL3wRw99wt6adbperJ;UR5rf_c$5uYogfrg$!wFWL2@d4rBkP)LbnS$^z*_i-O zN(cHJlOPa~k4AhvsbiEffQghW1K2oP1`{Ce*BVO^VuQ^Q_aSWiY=v%XTxqW(zO>!s z$f=Fgr&g`{>bEu=J>DcVJ%aSq3(^x-RaF&=*Q44}LK{Oh5UPP8HNe8N3iIL!y)hos zT^1H7On&N`T#tU|$zQFvC+2Soi%LBbKWWZ6N8;>O%-wg7)nxTWn2KD8tpP*kxnhJS z6BK31^ZhcE>t#}-EafRJWhrmxW0@4m=i+@>Nb-7K$0R7E@fq@3Lq9$RH84`*!On$%k*BoJ*(9k2hw9muKMEF{%gbG<8_jz2i{wq9!-yj^n^4$pMv%t zdc;r-T+kYT0KLW|K*E^(bU?5m`svL*E_&$CFTA^Udj3rtBlVfpi0*n6wmS8;__-a{ z__@gKH4{0z;Kjwk#~?gqV`I6LjgYyN*KsKeT`t)^hlvc67$!P0@$uIFM8VjSr@C14 z!~2ejng&gew2n1DA>wmEn?&ejpMV;;5X6V0vkMzJb|(j}8j~vA%o8WyB(yNXnE~1u zZ*pS*v5_Hd13BWnUjpdkJ_*qIq=((%xvxW$>vm3>kAW1zXjrp)49@JfvD$>%>4gin z{Ob45ZD{MF)jYk$vWaC>T^)tt`9qqXPe3~j-D0Q)F54PlA?hJN>=|KhhRqKI&5}Mu zLw)n@eLr5Z?7nqLsqG?m+Yo0 zL%Du1>pQ!{v%nond{_|5#D~cc6CEZ!SB;rS*Gx#Kgp4K7GUW>5!{kS@I|@y8UAB!Y zbYmB#27)C%On5{-KJ>wGI4s0XxrsQq;8oWr3kL@F-n1moqj9<%;lLmUFgEl@1)>L* z(U(PDKQ4#vBO5lewA6UA+L7Dt zx_?vkf#d6;fqt~7pGi-zAU$W!oEaa|^jwrC6*_6C20nc?071$&KRk+>(9uDrwjN4F z!oN}k2V36OO{;#rX5-@prJr4=G3ISV*7j;k+}xwk_|%Wr=XHS0fc%uZW%45v9u}Sq z`L|4fct6>Nl}kzU13?UxH@nU=@nO=#s&*-k5Zr1(a%Pm@O<#WSm*hY^5!MdzzP6-! zA&t+cuepBepEwxeBlkDX#TU(FXY3@(D7b_E-*4Wcxyv6W1H8LN>$1t3GM~)w_L8-? z-lXQE5FeTFaL5Y=lODZ2--Q5(y^-dE4#&hf^L5@?$L)Q`sux$XX%me{}%bUZbWXbDHLW*ho&YQeJmH?zE&Vy(}jDww{~aXH{0aN zkenG<%fpFJt??ypb8JCB;)QibTc@?@%o%mj=JaDRiP_a(f8dGNKRk41T_4epf%~E9 zS;C|T&uRujae6LI(+XWBR0E&B8i0V2y}dZ!4M#%dOviQ*pL7VLG6#6xnH-W5BABs0N?j;NIgzbvNG{OhEukp zv9=-+K`>eu4{rOzR?+< zb!`5E<<-CZ#jpQWy<_(}BpQ7jmtWQ2L(5T?0;#NhMmeD>6sPBkXt$w<2-U!4TLTa@ zEL0it^w+pn63PD@SjPmYxW1)##g^?g-~G$qH$A&_<)c-|>2ngotqrLz`pj{&T;Xho z1J_uI^hnX1SyOW!@ky9Y;m(OPCOQt=GALvEEV_NgS82mDFVpb@bznOX#LZwm_zw|U z>9sd@BEVU`@EQ@heFlgRgseC55hGoh_zczf2;vh8V0hWK!O)GV*MO&giU5X8e7czU z{9GbFX6GzHeDt>Y9^wP?gK4cH#D~+uc!-ZV4%*eYOc0-L>Hz6!gL@~=Nv$Z4pKYNJ z51*zde)NAdea1o%pve?z%%28a&_6cvzy74o1*Ysqn2oHM#7 zXU%K;=`a6$@U3_D{QGQu$Fm(B-9G{8c@URe-q+Pv+|$#OPS7^Dwzg_Rxwq8YL1=5J z20}G(fos4cTn98jJjdSF)~3f4SPW!h7P!c=wmy2~#a9nJn>2YzRiruZl+ISvfei0` zC@I3gsVrc;%+p-a+9|-Z*K?Tfp!^SEi-GI zS?e6iy>&@jR_J1(8VJ>Zr~wEcr3Pr!IY}s4kQ{JYXFn~gt*7rMOUNVy990l3S?(I(8mq_Cmm7^hYg?UDV#xE+ntJ z-$nhb`N0lvy}u8mQ^XzN=`$y$v@pdrKze)9f*gL--rG%$?X84Cj#%FejVl73QY{2PdghG;f<+qi@o4LySJzPDBYA9c zR(Dfek=qiV=ZdyXZO$%OSc9(o*Nz@~sJ^LZG3(E{TD;i`^O$emB*3kuzI zs0KncaAnkhM-a)=U+iIF>FlMf(@j+AoH*|(M0tG^(_6>F^fTIwF*98tJ|e@r6wFLP zd}4|Q$d3`kC%=4=5UgDwHyseJg80Cqy0f*7T>ZV&*V{>5y?s2}MO${BAOtxR@kWI0 zf)$=A7HE2y^jP8HWt%S`M!G`dqaZ$!P7t4$Ld56FXpW!ir||T}0pbI4Qu(X3e_Mm8 zC>S>n=IUbN!-oE1S{V8DnE0?qBpWufSEMBYS{r9B`c4`hI?*BsPbXYC`_Kt{@vjH} zT6@|h@`C|M7tjceY)k@<#Z;CfVS!{{2YWksc|zj@4G=pSc&547p&`_z_ z-)NuGm_BXhZV;dKy)OC!o+A%%0O7zGKxlYSh5{3Qs#|#I;X^fWnbiObB|x~oH+PZq zWHXf~Pr2znXnCFoYQm%Qo0<4v&fl$N<3|oqC?H~Yuq!JBFET&_rnu>}@a8+H6@;gy z%}r45P*-~&wY5OHx_ha!qltQY+o-jxL#W+%9;_pK%1jz>DkM$JB4XoBiS&38A7S6a z0+@+UF{Zlm8pbm5`SU;43XKm2t$2oz#^*9?TcO(-UJZEqpojSMq(ehf`RhNvv?kI# zr5YYo4RBfS*E{F9CBnnxMtCfv#)2+(NpchxVgErotiqEVB^z7UG5GEE*Eus zh))apYQn_XWU#E42G)BiScaP#6f6HueS(p9PYphqXNljSsuEOIfLr9iE9#f*?LS*Zt)cCO#`6 za5FeNz2`YXqsvR&enOWEt_ILtmOQ(ehv^AK{P6xyOWo~dTZxxkmk2h&_| zZ_jckq?h$OlXDw#ix%y~6uIb!IAsRF{V-(96I_!B9UZEHPz`VmK$yt3ITxc8#HY?f zeA1>ZyJvh<_IhY~1n~)v&VzAfISd*-kzBoqk14i<=l#hRpG(tn$_exR)C0-d(%Mh$ zh@R*M0qX2(r5;xogl`X>Yip(stlM>@kz&&4Q5Xy96gqmDx74Atw!Y6HUQ0D4hvQ+sa)+H>V^*S)%y zi4O)B3XKmmJqm4)oGQiy`y7e*l);_7n8NkRh>>-YS}@*#JAs($f|VVNn%l74L(Ooh zWKz_M?MF|!XrI4en9l(>E7DEvU_xgQtYq(rc0`tiF(qsZG|n3-+zihyRpL|T*4YYN z&Xn@zF%j`KYd5^|JT7w|P>%a|@-qN3`MJ<_6guC9Z+D?OmFko=B%?qY^yk`pCxb++ z{PiDRT{|{1b*Cj^W`iXG0Ssg3x}%Xx53#I-ZI7HM4}%kUM$RM?f*P6-A>EcxOyhMa za9eK@Q(bJ_+=-sYHa>m$*Nf#gbV?>Zry5;UbEJ!=lZeBStbNN%(hh=V@5S@R_5;w0c(pcm|PA^1hg(_T5Ug#k{QqCTU z_!ylz6qB3{PZ8MjK;SlE2z%mm2c3p0sRb*}wzN|{{McJSi0W{`ZTp)kCT$@_#>@q7 zz-V@{u=8PCA0|NT&MrZk>cUhTj4J22%&|pn*G`B#w)RhNZUpIh3a47xfP3d>;Ai1y z@>@TiI{8T3<@%J%;haO>*SidGto)w*l^^N8eO$}mdFAzi&M)uhuMGNlt}h?=eI>7B zO;1}J>Cu*B(T4L;e&ILk-dwM>jawAg3^ha3A+~W<1r3K={>0*2lAC9Q3wPn*d z?L_+L+j|I}?9_&Sh%gnf@#&MiyI^?7F78Z-a2-NeAIiwS31le?eGcbk;^VRLVV8D> zlK8NVk0XWqVWCT7OlwI=FFgp?_?M6f`4M<(E&*v{J0Gh@^D`iKe6<&!?^N;rmB$S1 z3%S+Y+^lINioh)05I1@3KSY*ZxnGUYlZ9&F6Iug`PAZRFe2t7oaUwsFasn|iAgB@{ z%Tj?fPCvom7&iDVLAlK9Jp0J|iv8t%JtYJctJbr+`=}g2&Q|U|L{Ah|eCc^>{JcFN zIt?+&OS(seXS>Hl<|394qAWuY4rFW|(E3Qk#{iF#jotJFX4O`re#-e-_?ZUk#Orx6C6+z_AN8ZGD__f^zPX-9aICNMUFvnp z`}ehcsqe@8ddhq9-p0R`+efnO>ztQzT_c`>G31)PlmP|kWOzd6qut(!HvRC=fBWiR z?Mbut!?3wI(pu^=#?N=_ofYR1AC9EV2}(_lIZ~W0L{qmW7Sft$-=YSvC?+=yI4;1W zOX`bEh#KL_j{I5l{`PvBR&YB_&}SnmvnQN{U*c0lqazXQ5Z6Ge3YXEI-7%wR*~!Dl zd)`MJpI_Cr(tS;xv;@&B^5H6rUFAdH`k%_LJn+NHJMUdx zdFMT=D_4H*fy&$OyuWhU%CA)3bo;8xCAZ!qFlWi_l@*HyF>7Jv%JO-)-d$X=^uE0E z%BPAeRy{vno3mAGDLWOe&+jlg=k#$Z32XcUXmb_`;v?Jo$kSb{^%21gWAl(C(MsvL zi^!Q;Mj5$FC}qlg*c~8a^d#gFnp8-!=>^CqR6%6v5hIG&$J6&2X70%cwJTrR==t3gqhzK&PE3t!8D>esuzFZA#9X?TA_P>$b& zNS#t%sfHoPdbI^^7vh=a_v?9=g(&mNZd^H|^yV+*6yEr7e))=Dq))%$ovX)9INFyAd`%Oni`TLMA?z#Bv&?Ndq~_rKG8|MGA}f^kSNpH=kzC zUqNZpW>RkHGRi7iN~QDf#`0%KW6dYT?E;x$<7U~bOOEH`ndaiOG7hA-fIXij9xn7T z2ybD@>K+$9u`x4yNljkfvVTsWvFKL?GjD#RaOTo47S6i)v)s-~JZ-H6{f<#S|Mme? zELvGPf61Mdix}74|s^Jx-_wF7FyZ zCzRE&OnTVeQ>2bSr?q1_5u?{sbmBDDMw~d?lm6zWnvDNl^S7)Azx9*SB`dzXe9DYP z4_M-JerSlv{za5!%J0JTlh%yWrmh*UOHPg zB(BlgrU>Y5nQNjQ)7BcDxodIGbvj4Z^BPO;#_;HZJ($`$1)H8Wjj6aV(pcgSkLJkD z#WXGoQI^GMkcA=)ojpd*67fMqXXNd&O+q3=Bq_ZvA`Jlz+4U6$nGl#PEaTGWiUf)} zj2PKaG7{nOjUZHpI0R5jxQ!w#^9D!{lOHBN(KZIOJwoGy5icUl#-}cHYt8w6@bGGj zG*3UJu}!GayItO zQw0*Fu91O2ifb5wj!|yc+q2fF!5EW``}2=zYzqcz=jLsJ&K>OWfzB`2EteyyUu9ii z$Yu1CHN%1THRWfJOBe>D|4kEZK&}gTNv##IO6wH0J5gYR%LCsIg?N)dJkFWMKQ6NMojuSuDFG8O3sH(wZ>s zq&3%%i(4})EPl-xU{n~E$2-@IkBncVH%(e&ab~WuCrtm{yc<6Ai>IDm^TW3{?S0_* zna<_VW|eXbGS&b>mQL*MrUck;+pw$yd`^d5-d~H*-Gyr46Iui4a5B*uqTxZtDmK8? zA-buZi4Mxrvxs>5?+&vT=a|`Rss;vp-)$qos zb|jZq>l`@)fXccWNk(@9yODpVh65I2I;jEESsj?_>VxVV(@OIp5Rvg21cjHqiH}5n zq=1H65*tQ$k z2~;z5mJ$h8lmNV6r264H0=T{ym@;4wnrhU;5O6&!fx5?jMX3A2^Pt>MdOzpyV|13l zMcF^hv3!pshuXP$o9emaiqK|0UVN1L^{(&X{Pupo-oLqy8o8R&!c=l{4NH6 z7w-gV-))U8*l(~G9*37zBL*H_(T+L&9Kh2QznDx33(+rT0U#!<@$n))JnhAO%aV*( zKTddBvf}`P4szHDPBSx3iVw{mlT7at8HViay2t zv9KC4ry9Xh1)|Kk)n-S2H4+zB+fX+aXMT0GHM=^>IHj6{Icf~))v?LNJ1oxZO%t@q zZ(Kj#u}*Kzcw+97yT1PPFaLbk=B@i~Z)@&ZhM0{DAY+SwDL^b>1lZo_JQDN?{k(*3 zJ5&RgR}G+Z$%KbBJF?vl&p)&3Rm*Bw9+{jt-BkSIi?1)g=L`SwK-!doAL?IzQHfU`njT%c)bA+j&&7QcR8%BOKEH~<; z55m2BoIbN{LiCJggKcgj$Wnt0gMD6u(J^1Z6tiGpy}W%$X|HI&$7BHbkTfWP5jD~W z3zE$Z@>h0oQ4EpH_j+R@k5hwPSgk z+Ofz97qEWidK_t~e4oCSeVteNetm6Mu2Y^yeEF&{LT!vqDF(Ypc!^- z?eNm-#()FCIv2Ym%(G~mzKkXqOU@%c1|~lsL#*+^xj|$~FmQldI>=2Frl931F*qj( z8y+@b4ug?&xDi1|F(_dY#eoo+_&^3g<0ET(xRkWRQ_&D<$Zv=;OXI16b?MGFr&%%j+u=x|>i9d_ro#(}B1n zv1{t+b99bJ7ZL15#q-aedFb@Ny}G&V%inlndECU(RbwNPACJ&Ye#U5-@dmI-Z_D3- z`F3bz3ajxk--(gdZsf75fj~MIWi77P+RECs)|ovB=GSk4P&CBM?dK68G$T^!oYN0G z0HCZN0!;uTx_%itXK6o#VLt?8f26HYAj(lHZ+BtY6=^PXg9t(WT>)Y-8^RF6){0SN z0;Zu*;vN8KYGfBzj~bj4jcPHvjB+BZJyhb+7)5emLIVV@F>xM*HUuSvtO;5mp5oHO zeU^c6ru}rYUh!&)Xr_`YJ8JOnsOm)d*%#noAFYX6q2T2*{yW#!f!o9hW z@2g)4ovmV^ez>l<&b(oC&g&P5o!yV;62J$eUj}R``h9^T>M}sU1Wa*wFP?Q=dLP5* zQ*J+hxeVtiR|Tdea1P(#1g=PNpbF%ELd0EvD8sgk3%Fe4{(J*oNvN|y$j>R)3EuIL z?aF-zmwmr0`CZ8GbhxE_9GCpQ0v+f5PUW^Cm)u5p+1I)F8hD2;Y;&P)yD^v%1BOTp zHX`1*W)2OGU<_~x|sAx#0Od&VMGn$CX$-!(8oEssYajYw#LqLVPM4Q_Xae@hy{k{ zcFZ0C0wjucysy>*d1Wr?hn*3&&%*H~_+5nc#pu7q{m2>*6!n7$^+($adi1t}c7vm! z-s&tm1`Sb-&YZnFGCF-*gg)_ojWPKZi*xGlOJ?8l!yo+j@BU-&fis`&A-W0jxYRQp z#^wb&kM^CzUxcn~(ph zG&OtSa*aLzL5;QG=_p&-I&}Egk(;U-T8bkk%ltDK`P4@{W@6+GK>L6Xee-`)Tr!szjQc<<-yH;*ROpge|i0)M!{Cp3=ybs9&}Mh(w#+slt) z6jX1pRkULorw77E*1q(^dqai`%YY;dHPD0%0W>A7EfJ8tJ~-CL2q7gTltz-gjC)jt z_x|#4Y4ph>PzgNBWXQj{l=oGZJ_rqju#_w@PzmA#?=pMe@GQ9Oe+o!Uv4tH5@=OZd%ODDHoZp%ur22|F9 zD%YRa=KT;J*7PXhO@@XNph4pFQP)e;;L7Q;;V%z)KFA)H3xn6kyJbQKjTE#$0w6wa zz-6=*0!7ds74#Wmi@PJtIc<@aoH{sE97o)t8m%Q~>jYiKn;JvLy3E`~kN{1D3>`ADR>Me`!uC{G%2gM^P~aZ$#N)cSQ-G zAVcApi4mZHAT#pFZ?KdMf!P?C*U5r&#HAO>kc^pS7uWMkZ!+SotzpAxC6wE}kL7Ez z9nVO?(_*kG7&*kf4*ftVKNh@6}c>lm{N-=?uB<-7c@WZ=D5;kc($E2IPx*b z%&B%J7QP-HmAo!_QpwX#{NUFQ9zWi;ybT&41U_W~3|u;IZn+wkZRtjo@$24rO@d-?Tk%S&h7u_`%j*5lER>}SmJg>RVRiZ_Q@a&}Fy z%&0LY%{mt4EU5=NFeTLsLqw3BVmE`0gxPySIrTGS8N%RvEzY3ITULF;js@f=2(T@U z2P|ZjfKejcSV4Zg*30{IIUs}~yuC??DF${2Sg+ilmzC$^$gye&M2buxJ|hQzBsdt{ z$YFu-9x0@>14uu>DF{XY3);vh9V2<}fn$PrZ_+zQoAn|N-oI5z1c-Amq=)+l_Zej$ z^6oD~`ii2j%6(6Hzuxz1Muc>R_j=_qYJD&8Hn_wGs6VysJXll8xIs-Y=L(a^kFY(0 zoMd?^94kE9AJzhK*o<+8Z1!w(!?Vq8j4N}&W)e1kc|GR%(spOctojJU)T8E@oazW& z>c;UA3G0eyEqnYYzg)kn=185;070gwV=7E&fIKpOKm+s%_(X+nF;oK=wg%7%Sj%(W zDYoIksDM2LICvJq!543Qckl8WZ~MxFMtj!NwpiHiSPEX(z>QO9Ejo%RlQSSN4UzVe z<_KqLnY zEVlVHV!&mzUN0UchY_w0NKIqX4f!P`~{4CO%Ap2FZ_q z<7+{Npb6rEBb+usd_a=m)dtzhUY~3?2D`|Dz6tuwZcKZ%BBoJYY;wslYg|tC_^5=} z$4AAjo4u&=>0kWzxd%_y^)LY{=D{q>cn&0c>eMOL0P%n~Wc++#KdYg$U9L6YAw06- z@&wLc-iBayBj8VjBp8}Ssg=U5)Rcti9H?i+qE zxIgY+F;(qrs?OKCfnz}Yd<}4hzYcY$xc*07W|HGA^M(>1b(=$$pV5d9rbqlD4LnRE zIM|{c(Wc{OBCGryw>7E4jhJRG#4qcepr70kX_``Rip@Q$vrefVuT9t(p-)~nYeD7X z?{3<^3aJH`bF_RApj3PVOaN>62VCGU*Y8#6zCtw+bPafsp7DqVYC#^T%(G3j z+x;2&OMX0Fm%c8_n)7R=1f3U~AFNNaiDcw>ocoVnB;2Csw&=WKT* z!oo+gn>cJmB=Q6Df@zJx4nL^DQEGGK- zmX-T@FLU5EHF)pO&jxpWRmeu3zDmhPC>R?B|D;C#KysWDH5lP`JW{aXraXELl_RSQ zwRba|ZF&nnoGMVWfnoa;xu1@-Jby65&J1u#SHOE8<+YUk!rKVi-|xX=aQ`ZUoWR>8 z1MI=`eYD@~qCY4HC7C!td{DQ1|L323kP!0mV+}JX+*(9>#0fJbAlNC$&^WB)uooIc zn?`sLw>@Q!3whA`499`W1 zs%CYyKk#&*Kd`D>p8LO8C4%fh`1*&Qh3*J};C>*AAp}zgYVT$^+YmQ~)SyO4`6J63 z+z|uOmRVE5;8<8nM4(+TmrHRRVsw2Jd2#-} zcy`4#N3zVeJm+I@$}14@VX_ked!GqrkQ}@Vj!MnpG}ucMF_c7fYK}PuLufamcDs#8 zwu-!Fy;|G!4x}5Y*IK6?)j6hBUl$g?F{^0t+P}ZH^cat)wivn>xtTxMn;cDB9UfHD#DzIi|T$+}xD&YW)>odxR=YJL-tb&T7@gR&*mMAM!_W0J1VSyU%ifJ{<^7RP0=6cji+hA{a-;Ed==i0g9O~5QWU- z+So-PJ_|&iDg@sfP-!FjGBH@itu$EX-@G5MGshw7F-JzmXo#aCYan72Iz#%65knt`d%MWsv?OW>bbSqS zMX5n+p8@jcAA#xzko$>;WUefgT) z$NU3R?H;+{uasql&ywp-_4z%(#}+)yIGve4+{oPP+Eim32R@(ghpOk(N`!CVFS_(;e{NrQxQ;oO{KkYh(7 zr3hqpL0>d9KpJaKt2wdgoH?QJ$aUd~n=J8p>%afwKYRyT{uTHJaQvS%d=Kn|z_ciN zP<$N_B0nGbOB*`ivZ(CFwu?@rrnjL6-nD~stbPku%NlQqVu!zDj zr$5e&Xsf1jL}!J)4^lC3XXlY6@=A%AF!BhLL(+3#G5#Haaw} zvx!KCoJQf%nWQmgK^EpBDJmmR0J*(Hq-oaRh`}Y38$_26Ln7sIx*0;VBduqm!%0{% zAi@+FN1{Fx(nI!xdgzDA|JFfCfI1 zjoaROucmU&qR&4(dP36AtqG<7fJUbp9qS~fvRa|h>D4>u2-2fN{0=5Mg81;L&odOkY4#XWT-$C3jHq?7L|04PT+fw|$LP-23nVD!=$mVkp<~^6g)ENZ_{5|0gkS zz2`xJW%oQlx8D1ZDwco#K~lqtRjWx2cmK!t=$;227x?^xPtX_s^ZNq#KJ+Br`_L2g z#Rnf(#XaBnHr;*SV*+=5{Zabd*SEdfSoxLJq=q}c@-6zzm;a0ISoH|4 z{L!7-QE*qZGCy@MhmAuPP{AhSV$!cDot2FMaWvlj#0)|lj(rx5>VSG0Bd>zO$V z{`m51TYm)2&)1O%brHT3Q#v}xeCEs<>TmEk(=i3Lv<+C6?9R|moK9C+afGI5oT&yv* zC3m{PsV-UL!&)B+5!f#rBbIQ?XNR#1Cddv?0XZk(95#${jL-_`(_mzoNeQWCLKxip zweQiBKYoT@e|sNo-F=!)oO4kt*jblbLN^`)26!I{9oV1It^nLONe%Kb{z~P!d@Z-& ze&zEcod+@G{rLX_9(O_KkW7icQ;(&`*B#EZqiTlwG(4@vWvq!<|B~!ND|F28a#@h}LXDiYDkX zX?)al3>I@RaLf~lRJA5dpPOMQkEt<+O{VU5JV)0Q~fotUw> z&xDw3#+ZV7bIgn*qb9^}b0*}ywszgizeOmM2NC`GCcLt#fVobJ`YgP@KK?IS=ng_P z5TFLoXj#+44R$<)ff>kbK!d(%#r@v|)BjEE#M!S!7;~#_2@8%PL1qKua&#ITbNdW2 z3tUKciOwX*>X`zs)?$J8Ck z=;3pD!25Q3om+Vwd71YK27x|0^1b;hG1?+ED4*HavcL1n>($Q9+vNTHm8gDFLpM&M zhCbBqNa63EF68=P>nG5?jP%+0I6ilv`wO&P?hpP-wd1*u1Zv-MKk`=weY~R2bNl!A z93x%tt4}G{snri}^Y#Aad*So6b@fndXE)GG?L98({yp`|GVtiBc6#xj@6p#E`ab2A z-iVlBlW9yuEJb1p){%gOsTfSkF!K}_Y=WXqAU;M+ZNZ$thybiguS*er0-AP{(6*OR z?8HUTs%JslUQF?+i(FcBK_9g4U5@y&*0|*Iv(c7mhel0sy#KB5{qMTAK6(^x?>Be! zlJNREgKtQc^eqW#egb@VLz_Rw8bE)NG(BMJva9-m+Ww_ErMG@lW6gdh+>rI2#+-jJ zY0AxY$due}OI+M*h?x(@#o zGNr=)C#jIeSukozoMyLfWiIZWdpH0Nz`rY<-R!?-56PVzreuCfU-#+4m{1LF)QUf#MqKV5RRsQYseiiNcpqvAEc#W>@5VO%5{wl1 z@X^IaAYvBi`hkvDsUGoFSE(B}2tiQwj|;e5>gb1YhZ@{?el@5OH|gHxo0YP@iP!pBAc!bw^2r31%31TPt*ImYN!RWf=4f`!Qs)3_%ORceO%H9yx)aR4?vF~ zx_u9bM=$nf-4BC>f+QF`E-pfAMPi?AXwrQ-0^|$Kj1q7 zF$eRKAebVzCm-wNZ9__~!(e0sA0LRh`q|C{3dlA|8nQ%`?xWv@L0*3c-Yn!H{@>Nh zvQLtg?L8n$-7Ev8T48MvPlvtm%DZ&S9bco^ltR)NCX>#T&B;uO4VanC4BGm@)BvvV zlEE`ay#^^lqFeTuWn*bu0tT#bFfk+jMchP$A~9yesbroThSt5#iKXrFY2~$7U1zGw zo4I_$2iuMd%@0~=CeI$=mO`4JkMSEHy0ljfpg~?;RYljcrbnLMdgaYsOKk~7kA)j^ zHo#E1N*_DB7NkXZZRuiWxex%$%|Wmj=J>fZUJt`LYbgxi7QrQwBOyz1cGxAIWAcRA z;F^vgTIS@LWKJxA`*a*!nB!@3ZXx~bH@~Ird-ez#!xJ+-=)5j5QpKII@WzMpJV1*< z3?U5UZZ3^~SQucE2mgm)z{g+p!=U!j5FZZt8vaWt>hWRm51$`1iy;W^jZ3UZ}NvEs1bc2QazmQo)6l<{aj|h18EF{ zAyt>dv2y?LcQ5kxk(P4(`8q$JQ{K*{_dep9@D+zjO@cfCP_%WHaq>V=zDHRGViH{Z zV`{{P-g^$8pw-`fnj9&4bnW;=4q6D$SZIJCw>izncwHe#%_0$z{@U;vWKUWQLutf8 zvLe7CM^T64i4^Mx@xfvMX90pBiqZv-uU>eUwZ^2(sU4@CT9q+<`G$Q5TORA|!L(P0 zWb=bt2x)%2zQ3WLA43hGA&Q(^tm$FW15=vJx86UnG%mGlwK*<-gDJjTCOz$vt9peS z#0L?T2f;BTY)K0!F6~C)em*KPO9aNUCocra!Q3!XQ5fN&Wq|Q=lpWp%rZh^LT1czE z_d_~x@-&@nY@jX>9clg=v)O$hEcneTcFZ-Q!{g(ngggSq2bQN;`ujn0KvE=|80@O} z)blc=$$60FN1#$3NsYAhGnO0a81N$>H`4nK9VfM;OHmIaq`L#3zDseBp=*r1J;?9Z zUmeQZxjfJ2il@Dl@{8r!z@H>tgbc(0hX;Eyp^BA#LEPH=N zz{c|Gag(6EDWH_hTPVU<0xz*VicP(Vt_{odLwrP>A3=VcsR&Ao0Gl8_?g(RcuPL^q z9TA{wuO6FRH92R&hMjwl4r+d2LcyNGc!ZF**T?X^4_y*9fW|lAy(N>L9ed6#H9PYj zn_!r{L2J#cLL$2XO%F6bE_PGrG!hIs`5@<#;s~M~b4Lr~IaY_l^%0!{QBQ3!h(k;X zb3z#cXHCaQVk+JFrEk)nEQ5t)C`&C81m^K zR3fubVciBF-34L6=jA!?X1GOk;R1|q>;$I>Azb*HGR_k=5HthpJm=+ej}$5<7{YYL z+qlvDccA0dw)1nalKf&q4j=Gwm8{AS1|Qdb%h#1ZMk6hQd3HWlz7K!pKwnVyiz{eZ zmIGY+dRFCjU&}00)G(5B%GY7JhSLv$kPlcVdHc!6+gvLDN!sthX@5+KL6$bQcMyz@ zg`8|a+>D(yjdbVdA4O0^3`h|lEy9Q#Ub&Bl|mDQJUOOmSU;J{=6?ommmi3aFbjF^gxtY9`?{#DyB&te z9O;7BpsR!UxY*#&^QY|myq5Qpi3q!rcL1!)m1o4|_#OUYb0}kK_}hoq%jX$sc`*sc zaLt$fyzEUVQIZyU)uFXS>*NDcj?zy*Udfts7I5~)dF9n6QA$|`BLX=4lmxIKIH9itRb}&Vj zNsipLy@Exfmq(q=vuZphpaJ85B6blj|3B+YEq$IV70<_c(fV3h0$N*L{! z2W^iG=`P`Q!TVxAxzo$SfC&ym{_uK#)Z~DGP1xrocB)0^K8}@#8;K4; z*ShbFoA#dSr`@%^wDnM%Uu?s+>O<|S*nXgu)UacJE2&|7O$!ABwR3Mh*h*Utv;+k{ zhZ?w!K2B^u+)irvIPYyZ*WP`ihl0V5BOMeB)as7gzFPab(zcDHA8y;%OlnY`(^q}% zJKjq*C;DiAZ9g46<)%ZYiH@8_e4cYe$Lifw2liPHVb=&Di11}%kjHXRmWh(&l*x}I zQzc0XsVeLgL4qJpyE@yctE)ru(!=qrIckF{oMkYdqX}~I>km9dQ3!%)a^%1ZH&;Z; zXKyYUg8>dfdN{}|YMdd;GN9d&e1z5Q&*dk8k2*aLk6)|7?Uy&lin9CZz-fD4WJa#e)oG z(+$h-rhol=JJmO_`z1y*U@;t!i#wX6#bL@Lc_(o9WBZ=oUZzF(V=WE>TF7LFOIh z!Pc)@-SIZH_I0IgQ})BE{cXfhuJg4l@8_>n9^3%HIG zj>5{`1b&fu>~!bNEAM*v(eb*B4RBGcigJ|JYGdZK>Jt|Cjy2A7850(INDm?`V~UI2 z)n#pu!46k;5FZ=6w1fG_K+|K3&!y4f4$Kixp+~;^BRY8olmwlM(bLm6Kx){AryKEk zlpYOI$Hcy#KQ=sOcTAb&uvVuD>*~=#PouZ9Cg%j0&$c5i0$UG5yK%S;82s38I@C$; z9hC6F;cnV=q=&W~>!YnFT(qs$P1{c*1U%OH!{)<1wE1B7Ma8BAU8II!uD|IJo;gSa zy1v@IUy5xX?C&HsT#9=L<{DcLp-l#X_iH*R7^u}9Z`-oJOBGcIy6H-R@>w_6bP_|k zE|_KSI@)@$2b$C#Xe;{$uziN#4OzW+ z|0!C2+m~oUhQYHXuEdoz zX)ZKBxvjB@#kCgu^i4l{`VVVykN4yLO1rwqflKosoCo9~^7ARboyJ+9JE~-A!OjU;(==}rrRCNR+vm?-&9EE1)csFf3 z4ncCFpLW!`Kx|wfIZSl?qYA2KHEcbG=`a;+KHNpYfXSH}f;l%IyX8pth*1Tyxb;xi zWsPmPM>SM|_^RRKem=E(8_qVhXCKbC?I8aCuoc_54X9xY+Q*fG&1fr(O$Ry#Ag}XR z26}cr&euM2o%-4)UuzSlakn1t6xenQ^6e<5b&s|R0<;bD_B#&MW19Ue?LJyhhtGD< z=~g&(U|`5Lk1RWdQy3Q5X9VIG{{tX(rC4Yj=brcKq4q8WYQ+-o(hOrGE{`0mr~B@I zlFXRKGTY$h4wx{&9V9@o_gNqxZJ#5-QU!upTjO#q-SY+TwT<3^C#mdob-87?6n0 zhCRg=p6o(u8mdRXJk$hR9E@&ww6paX=F^Wu{d^2|CoBYNA(W4GNjTc$Aw6!P&DnaK zpxuGs_H5sB6aq*AdHpunSop(MY?Dz1Ql-QeoR^_o=WBU0u6Z%B2~&0cz*BfUYE;A4 zqaZeZu>A<0&!h79S1MKczLvLx*j-HcyDxdYuX|Fi+W~T@hCuhOcI&Qt9Co59=U^U24^+j*P3Zs5F- zFK@#Jko)(JlNiuJ-fcdFY5V<+#2W5BwOzFHNHfq#yMUdC>uLAl2HJnJg-$j0Q46cd znZ>Z6^?;p5c+kl)gP8O%`C)?t+4y;2S00Gs$J*b&Nj7^PnW4=|nX~};z4A#5?=OR; zNRS{S;lT28!4F<|gT&h5PWbMZ0qrGBEiv`FI-Up*5hCFIw z(!}83lE#R&M(1P8QB0kAP<0HpB*50=tXYEH&Iz0kkhl9PH^bIw6Gmvk-~&wMsbOm^ zMudLA_s7q#2Dxs0mDQ-ToyXKs4NaRGst!OqcM%cn{cXdCL=D?9eX52)&!%?laJH%4 z+iDQ5P_qF4R)V)F zAs?$OWf{Wdj+5O(upMNE!OzFqo?S3>X5#bK-g;r5SY6vkAHwkY!_zL>iM}oMy*Ao~ zd#gU&L_1*HxD(`O4+e>cPP9=y45V9N``7~^%Nih=*f1ZG7+YK)< zmp!heEiR?}Xk>Ki8|8Cvd$OgSRv?s07H-ADvE-_%szUL7E;<|dlw1IfN_cUhuS{ra zq8N~$;-XoVtHx^5*TE&R+88_QoFR604^m1XBJ*5KZ^1R4VaGCv569_AnzBrgo+ulK zD=$T3o=(oBB4~UvXiT`B?)cnSY0I_`g^?V08YVSey`D&<$b~gXd^koAwqqxm1~KX3 zWP1(ZMwqguqxF4)@bE~6=e2j8!c-GT$|e~4@o0zbcs7Hi@Cb=f4eu-lPi^rumpm=C zqZS0|G_*x0y99QD9C(Abd9PFcu09FkPz&MY1H6sFgv=kdLhuBOZE#6b!xmU{`$N^y z7Gdbk#@_zGs&jwX0inJ#0CwO5pavGmY6x_GwPPh=4+BtqZ2Up(-gw(?klD)_fu29m z_CU|3c09M4E!+=Pz->$oYRB?6wPP>DHXbwu1G%5G43Gz4veudJPkC-%azgq1n?X#J z*mS6I;J0!=`MI}1?(u+*Sk>XU9v^SdxegI(LcX8QNeb5xC~?420kF_;AHU@uHK zZ&bl~WBa}a+PA-jjvnu#I(W3UL&mZpGs|8kK7#z9WTS(@q{dQWWULk%AGY~vguTK0 z9~_|c$rThHF_9v*QzcD&K@9k8^>>BS9gj0ATxa2T+9%Z^OP8JIu>?= z{M6gx@^@c#t?9Y%Jn@U~V#;e7>`kX}EIC|qyodaRG(VpbesWPB6Ag(qJ?t(xfpc&{ zqmuQ-uYPaESk0s-(Kz3TnK=Kb-Z`sH3Qjl|9$d(rF5>hI1}Nlk=2k>tHaN=!i#NcQ zhdsA!3CQ?sil^l(@1ea1j)_jxg4jGveAru{rM=CQdIH^yr@G)xz=Vi95_dc%Jgf(5 z#*Z`5@EkhV2k!-*(rOWET-Lw{yB)UO0l2esxeXc!R{8FNOZtcPFmA^09VgKFPl5np zG_?IVrl&kpH@rGIxksHbKP7s4&P|YJz6>JA-QG?pCye*h}<71iJsX^`Dcw3lKqx$ki)Z&wl*<#I63Qe6w@ z3Jxi7qF2Z_mTMpE$CMZxIQGDP@gU?M+h^@K+70io9tj{q^7QEr_9*?ZiK;<<_CkIh zI@L!faZCfoqMcwpEQ47VGh`yfvYS%}@jsU3UC_YuK(!6WY}*5;NQJ@G|FcVH=-`nKvUa;S2<+$^#Laj^I{y`utb#r(>tj zz!;gk31*GiNEx|hI9oISb%MsTa@7qrPd^wBlOEo}9j*<%?Ho2Af#ov0pzmZG8W<^y zIdIs;u)#5pblA{vJ3O&=Bk05K({3RIWMacaXcI;^+o1W`h3PJi&r<`{Fqf)X6;2Flt zybf6@0C=vlm)Jqr@$JJjJ>2E1Ay4;%NS(rcHekTX1jw8C@YENlzmV;ITHAXFPGQuF z{j0VfrM!ZrWH4sK-Uk6|W#VI#Y(M$CA;=F1P;?BOUmVEK7>{WGAV21~nXZ&6i~F>u z%r>(<=cL{|xhgk*$%bPmIv&NR;%1PasrWRQfU&eu4A?`OpDUfHTytqI# zQg`e3G>g7vigC&%OwqX`e`;ZDYOJSUqV zFi%P9SxJl2OFIz2Ya7T-631)@N56gkU4cLTV++Z6=A|lH z_wrU+|H?Mn@Xzf6d~R<4uWmj{|ALHq|HB3`kmKO0Jb>fil=~s;cmTH#gTGyni%f*} zVwnlh9!%*Af^*mf@3B6Cs>A)znnRAF+yN(#9Y@@7o$o`uAPf{g1OWmG+68aC51~P- zgLy#14J;y91JAv`d3! zZ{nlFcK&|Y5$lH|`zKFcgzP1{%fnimw|1PM-y-b#!%zK+ZoT&*Dp;_B60^_|p`Fqo3TY%KN3~9; z@usOXCOU&g>C)(W?IeL~H517nuGb{fsE8zi(UHlhgNZawn~D(alaQY#4O*{s@tfEA z!dR>ytqBfeq9!3Aq<@UpXOKUPMika-jp?em-aMJqFxotY)G)?^I#t2-#tgccP`maR z%VgY}I<7aOEvR6$IRnq{ALDFONezLnuXb+Urgm?`**40QPHIp)$7n+ujWbSB1@|X4 za9>lyXni`VLG4)HrgkiEyCyOvD9Cc+x~NnkC-{6w04fD%J)ft+2rn+Q)%2hK@ku7T-dLPn;Hnrm3|FV@kJDc_MrxDV`|Xh-KatB zSZxg6J3NHc;IHq>>-Fe^!9eFM!SyA`=ZTIhBN=>;eu27?pWWYcnv!4>lYo0f8|QkC zgzGp%O-Yk)Wq zA_t&+Z$Gp=2x3}w1aZwU{k0t=h&4cr>LZ9@whwk{Fo-??M~~C3Zfb=9XWL5#NAz)F zsk^@&;Cx?@BkyGL(>(K462V4%$Im~vUoo(Zt?k-@*&VDAv-$!nkm zdUsbd{bbFXw7BwNvZcb!-joXxgAcohzzmk~I&*jc^{XDc6~k^_#U6q%GczQ)MFf{T;Ter$k!fVc;~j}ZYzm3a1xi4nh7PkXqS_jW1H&7*lW zjO@Kh?_2Arki1LT!*nDNHj3))SJ*USzmb+|eM1Yaxqs3I^8sgI@Bow(Ku1}NVQZNO z?e8=iqs=69!c3Zye=B|GzyCu2eCH?~g`7M9Imrgid!fatfd?3;GvW9@oTi6^y6%Q{ z=-m%F(l=b@L4w}dE7=IKfi%aq;?M>h8;Dc?Abgr2KYftm{X&v66~Zu@!$GqeA2J<2 zEA;HT*C-x?10&-6i0I9T>oX?0fDB1XMDl8*4e@@^Mi^#C5#qiT69O8NHMRgz|MOf3 zeA{DmOg%R?(z)XYKUwq4$@=b9m@6m(?6}G};5s0r^|_KsOR&#|2EwXAZYc2L>J(mF z|M|%Otr#0M^+~Nc?+qjqJsNH-Y%|2ob0JobJ34VOMJL=qkw`^hhzBc&>w3(jn+U-S z1$nR}A`c5lPq@JWi~Nc7uXi`m$S*(jknIcW{8g1Mt*=#)mx?j>2Z=<#&(M!{2{~ zrj@RQ8aM~qoar9IQ$%5ANu%SF^f38>3YLwtFC?U_^il-tz{?{SsFEPYb!<4t#{@N@ zerdK{*mrj!+kt$pz->Uit;py3q?S5c1?>O)BbetB;WR)>MqYyS2=dGX+BaB35e)pD zm)A?gCos8DBS35)!^DRPq!HR@CYj+F^l@krYtl^8ISME~V;&)5H(=HBujWJ;VRRLK!msD7d0 zVYM=s5pbtuoJV>Tyk2W%dVYq!!aIoU|j|qBc1B3Z+1$``E-v$ljWsGP$ z1`k2ta(=eq+?&q25FR`JF`RSw+eeBe2CWZkente}WJgI>f+0P8tnysGmetQMc|I|@ z@ejy95Fa)YHpe4kKJsGepgD=appU1&cq&Zi$fMCw>2&pkWXdhSgMRVHHwE$Gf#fCx zp{$127>D}cR2V${#ku9S>_@;?fQ_En6KvNpm==KiR3VY`R>VyEkTpN`2u2GH556Tr zwzJ%axJS+}iTFq(VAyOT*y3mJdW0hNnZgu6i`YI)RwIqj_Tb(n(gUw9XkRVRbPm<} z39&AF2m&r4pB5p9_tH4VvM_)v9fS zWjtuflDoh3=)(p}!FnVSt+K|=I%Q9q*MSdrAIIx4B`%>bjMTzeBN96g^UBf)h3Cd2 zEqP=|W?oxTHff@*^qITw71LK|>Ki4}gO<+$3fYCd2P1(0&)#>y$5CDDlTh3xt+aht zz1o(0FLIH4#o&<8NkV`}2;>F+fxPqzq>w_|gO|JqBtSv}Nk|}sV7dWQjAdJvWXYCn z%SE;%t9R}Bf8U+G(yHvPWLdT)&-!;fqnX{=nY(lEeD|F1e5Vg!xiI)I;z~KS#*#p@NX2enlXnP5O&Owl# zkvu}+L$A-y5&$3oABMaLeyI4Ji^}jv;C`vZOtyiOTa58)a*Oev5ifFm8Zp*0+bb8M zY74WkfwtRRB!0{RSX+i-)u`G|zy`phO#>f-AEVsSQXfKIt&X@E^{#{&2Q03PSGK-i z^k8k9T#09x$@Lj1Fc{9C_k$jyVpWR^h&lUj|9ta{F|KKk;YQmQo3gsp;>@bC#V&7k zCvRvc@L_0+ULLw6J>xL|qk|DxxKePVrh*faFdq+`i86KOTse5;n7ZMcai`;c@36|6 zT5x&*eEgk4d3wNPCg>?Zy_lQ>P+o@e@E%kcWqLWoT?}!(R|LgYxL(QO$w%DzAl#}i zynRHj`j7iSWL+j>0le&pVaI@&=*ggx^fKjzvL!(iA{`atlUGWFXOWDu!{r;`-7(hT zxdOMxFhfTo5x z9s;7!4^{vlT>trORu2T^&X(cc4gLFs-fx7sP95|REQRy<_6kh;!TAY&d=zsAf6@`h zdQ}02;~RyZbqcs&_%A>J&>#vM;}=0hG`KVL`WOb#1Mowh&sYaNK3NI?#bzuACv&+P zzoR^J^;2Ki?$fvp<9||2l@u$}$4Fv3XW^g%iP8_cZd;-h^@MeIY zPR~!IZEAb!#N{pS#MviCTat4wzxuW(Q7iR!BnB_R*Tlh0uFr4=FsFKLxG@NNE=FX@ z3XQ4BK+0FHzVuT+8*7>Pa%{qiVuZPBZQi9VNKf~9QxW1q$BTy9ASdoj+aS)=)d(LU zGbRpclo?AUe!>#CPSYf5{7iZBkAGI6r>=<}9^B~g^ib=8>vd3^YQoJA(62JLD)Ggo z2n_Em}}eKa>eVRJ_S1;Q`4EM{*@p6QPO9BT*e`s<-oak z#;-><#42QEWy@G6!df1X`v7n(7y$V9Xw(m5=0HN`rUAWFftI}!4OF3&&POB6E2u}SuzE#{ty<5U!puoK><}Tpw++a z0|kY_0bl>lBiM0bJRk-Sq6Pb2wH=Hvkk0`~cKw z;6uQ}NthG7OII>HNQ(1=Y&#T)X2=V*7UBKjI$77YO8wCDQ%J>U2qYpSY&X0?J25VQh-|R!C{mn@kXZ>P ztq4C!9gq)0Uj#r#>N}nZco=ZK0x~0afAyEjljFiQM7tKCmLoj#0p^5fzSA(SyXT<_ zK(;R~ZE3qLepZb;d2UIBed0^cy|VK@9QH~uD(Lkwxjv@~4uard2$!m^#lUFy#rL1pvF~pUG@)ODH0T__7p1e++DQn?PS%lPe z5YrN&#F;W5oe2bD&qVpJuiuNqqJ~!4G3Di{gmzCua}zu~ZK$4Z6e1<)fm>2ez!!QD zF|NX+;OZPgb^zquS%M<(Sd%iAdtf;Ss+uxufU2VmYfV~sjq>hX95Y)+ITk9O5xGY6 zMlt-xbJT;MD|G{a*(S9u(z6Tz2w7bn-W~1b30xBNoZe7P|3D0g$z9yq-9lk~*@rf; zhcI~YFslw`0DeJ1Q7FKq_W?9{Fe?vX;rK_PKFfVpH-J$v^HA{>nK2 z`;)UDlhFX%u@7nQMW86`Z;&ET6^>Q4OARKt1UpS|`;g{P4f$sRp+>ClfMD$M)t^=x zKdj>Jf)H+?8Q0f&oz(S#s38E*9A84lvL;vJ{PMB3%$$$kaQBnPE8D+>LI8^E!y=~m z3Qq7%qMED;EC2vN07*naRP%5JGyS8n_w=-Mo z)g8y=_OJa~@pvrIb+DzNBcx$aK}O3uwLnqMTQUe{P+!F}tzk6Te z!ElEZwk#blm;?zW3h0U|;*Z=b7isoO5P03kFs6-$fHUCn1Iy_C58 zZV#MsKMh@GOe8}HCN(8%%E$`2Gzeqx2`^D(LADTbdI7v;mqL8mcb5TROGTLGf@i(d z@WE0EhGJwJL^%WAjE4RJ0mTmcaXg_>lMoq^h6a96`;>?h)Pe?aQctrP%&ni@MfQOX zl#LA}=b*Pi0?w-(H66`|-LEaZ)^U+{-`)QX4KL!t*I9t@(ogXE#@WSp1AbsKqx zti50;dHB<2Ev-3|$ZwY4(3pzuB)EVAU!S#IeE7j!xMaD~DMwRTCS#U2om~f$4px)a zjRwC{Mvucv5QH&^@Gs#f5=pa-R=Y48m&P5gSUVT8R!Wl2UR(r|Q>IUyVz=m& zn2a`^0kEviWgN`GE9=%5?c;rD2~?XHkqqU9?SC^O1ixTD{6H~4A~{)-lRJzSN#lFG zt0$*j$;nfYr(Y}yXqJ%tu@buJ9-t#S+-FnQFZC@ zkHmmpJ}tE2Nz6RFn*!nO|B5>UGc0qR)9e`!hs(L1hD3yh_#0X9OZnRmx{x z2A^Up4&wo0*@G%wy$EtC^`~`ZH!vVqW)R23JO9wcqslNuk>XCDN1+oS6m2H4k-bE9ZK@z;}Al%dTcWCUUEf*H1wzjw{_8;+Jf znwv-NOa9cg{ChoxnJ@1GNl1L! znH>~sR#hhQ@g)+60${^0fjt+Ia&XLJ9);ZBDeQmSsY&3)tQ~_zGg|=K2rzbS%yxcx zN_tWQsg?iEJG}nW&?LPcFYD%>H|Slxym^@Kq5|t&T5%_e7V62MHX9oru{LV)0&JC* z4_ikWroImM{^j1PCizOQUNO&?byAuebeN$*IJw|yRvj6xH|#oQfrD9@?f7|N#d%x5 z#`12+j@kQhXz}pqWF%Rpr0)D~t0*o@eO|=9=`W>O}yQ zm0n5$Tv}j3{tg)--RcyHiG>T_f)h=tO~C;2!J_391lX8H#@ymXEZJ#U3SoSvaIb2> zOQQ79cO?Qeq1a+f)&@~O4<89|M0zgQRw(S9W=fXEyQ?UEN^F;caivbklgUxUS*fBfW4ITYX|Qibpg2cj9H794l^3mxWtdOT;|6BZ{B+Ee?~Z$)-e z^2$LGa%t<5rRkijJ8wG~_Kue3KoW2xiyYl=BB@>7e&!m}BtI$hH&0Zj^doGYOE;zm zGXd0~-@ELJWm#mRsK17v)+1h0N%5kX0Hh;DpV3hVv^~(k3`bM^s;U*`6z5AIEW!CA z29u4S$XM}BVwlEzC%A=^|4}9p-(wy)Z=6tnw~GjUo@Yjnc4#tAF_Z#Re)V%QY9b!* zp?x%9hyctxT8ih7M?m`UmI$as9CmgJo4H4A{1-^uXB_lhgB;Ib|G2P+aD`&KtAMJf z#~->C`Wsi3WuPs|T536h-`XRrRwMrxV9?0P!Da>n_26c)&imxSktS+vw^nWwOkhn; z!K~nj(37T=z+P(UO!ToN$H|Z2b+N>F&q#?Wz#K38yAaeZJTzl%FS8cj*o!)WIRJB^ z;W|s&2P6l+=rK*k3M8U)cEOl3G=3R`>m6`O+Rb4}*&T=ChuRJW!l-WuHGZrXuvnqv zt&;OB0V_^`;?Y@^X(x$7{#o{I2Vie83X;Y5QR7AIQw}^P4lC)_!9EI#xIch~~ zOd%FN{_Bu@5Z{Q^m7|hXC9GXG;r-{g@t6baDNvCZ-oClxNG1zviIYJn+E)gQkUGwM z84#gVBH1Rc1XNtX`lp<4(jQznN&e4oe{w&YP*~*~^ZWPLa(Ra$i>yJ-$(f|GA(b+*u$>*@Af#*XAQRT>adG*w+71Nbqfz0HlB zi+wV2J|daOtN#iHvSSZ9y>R3P5X|Pf7F?<<>#hJbWlGwLOE(CDAnf7-m%3r^&h!vDRgCH0}9bg;~^ z{cU)Y9c-eeszMuH2A+KsW%ooy%=T_->+N2|l7vjS0<(+<=mK=L%7)b@XHq-~g(L~5 z4V7+|=gEp6lz&h{qGogU7rHhQyT`!6U-FD3B!Uum?rt)+ZYKARHOT^B@xA4m z@}?viINM)0ch*W@j_MjUulm>#=d7B6TTHC!_lnHDof(x_oX0iPt*mYSIes)He=(>+P)g0_6d^W9ul z!&-Qb-3}W^e~5?qOKsk;(nwllh1Jfo#WJOSRWW5ObilsKZ~3~hB(r!!#o_eS?J%A5 zik}eI-TvfFegkL8|HWO_jlaxdSQZCU>i26Ssm zm~vG?7(c6BS%a5+HN6k}BO~@I*mLRqBwFck*kT6tDrCUT@W+ldx*z4zQZs1PH??_? zO*Vo%U99_TF`h4PvyE5;ctfA>df&l5Nt12)9R1oU@Bm$I6(xzi>yha8dhY!{6QI%D zLilIF%HEo?}CFr0i;v;`&iBrv7m1(qLHz~H|5iyU)qAK(5Ka#Z+eQY@!H+P90UBN~*J z4wlBie>Uf>o$aiF{r~pRs$>oFgSz!=-OW~+<@E!jFr^T~m&(lb5%p->_;icZdM-s^-C?osH?qY? zVpF8kI3v`&%)myc{57*x&hDxoFQ|nT3gXe0Q9j*xOafLz`On{$Cp`7%`FOkQ=e8v; zb53+>b0k&JWY$n{e(fc9Ci+hO-oK0)Sy8B(2lh$(93~ZP=Sk} zzX^6ng{V+ED7q^|RMCK6`uH>0Q@XC7IWu!ADj){=vOri46q7M0krEv?-g}S4lq@2 z!tC{vBRj^9X(&M zT_Rdt{(7}qqB_fv2+liJ8~_WBG2`a~3pn#HX0$EF6q0&CkWKoq2BpK8>|C#G*6U}j z+X>$Qx&(fAikr5oCzA%~21GnWDFM-Hv4{Y;WHH@98> z!H0ML-RXDtAzWyQf0liIOza=uET*1l{a`}U?6_AV?Gm##&FY<}_FTQWYm2LpYLoG+ zTl}kQQ2)O}i>o=amQOQ}j0?5*_pQ&gRc5YYO&xYeTQ`QWXBc=WDCB5_WhYsn61Ybi zUM+=t{Z%@>A#kxq@Ed#Qxp~&ZaT>#IKPc~W<)>yd{#}!JKG$U9_qj9cT)VPb&S7wr zqQ)=gJTBIQ8B+&?oHX4^JiVnk0G6b8ac8NQr5z`0?a>aiYrSbgm5^x0|}0{MQ{Z=;bstF-`-jLpryIwl1Q)r$ zN1+rD^&GOVPDd(s=0X+E8TkfwaA8@LBW08x7yX5Pig3fFhsodBt=5>ghdE`3JEOJJ z8Ime}9UK-v>x;+fce@m1=LdsA2^No)gQj*bavR_1D*d31x5!?^kU0WV-aV#o5-N+_ z$IIpZlv5SN8pkRcE|795C;m35P`S<(EI%IX;x)^W{5}EC(8VU;$={l-!u3n9kZO*ovTE?wk=HBrNj|&vucB-}T++ePI4zF3>4>s0csrMK%dw0Ih2i zIQi~9iWJc+x0Ot~0W_eqByM~^1Frp2Pvv%ejxw8k|NIv*j;-&1S^nHDH>aJC=cUww z=;Bww(Clpr@>CYoOG#!i-amwfw)N8o4-lXDCZflp| zwOQNDRF0F1VdaZ%jz3#!raI7ZC>x8n-(1Q-CDQ6%o~Jq{Do9&QYwav+!BJ(eSh0o$yQEl_JC)Kv#P`g>@}CDghwP z9z0>-8&S1#snqAJKIp8XnxNA#vL5qVF@=WHpHyF;H6W15uBiaNcORZc_bazAJ^>Gq zlr5r-d~~RK_!!on_GhBXiWNm;{6BYO(zG9#OjSsZ4=VFX0hP6s#WS z+vR+rRXj;=6`I-H6mS1g@lU5SU+A0CcY2?nx*)vTmA{A^&KDi@0Zv$h5A zxTcqu{8mxHkCVJ8iP(1$2NDIR>xHd&Aiq7TkWdrv*^wmK9{a^dmIKm67myADSJ{vU z*PY-(6LG6ixy9gi2?{HGx)AHkX#RMblo-SfWA7HGCa__cB zSliyQH%kp_L77@`UJkMS1(If5utU^Qm_sewM?is(`e{n??zVFj77UX`gY9JKbMzQPW4-dp#R6Nw|&v^r5sNO(6@ToByrL>+eKd!cQ?$I3IIm_Kd9 zDkgtYuHujaX79vuMak)yUg}8@7}8d?oMipb`vr)$TJtcu3Rcx(!c_S!D^FFpEpbgt^H1bKqfA7n##EZ82;I7EkJhep7 z0GE${)0S{QUwk27L|=Kb{OSu_=xMPIR_duMk^KADf2w8RIBE4mV(4S%{U;dB&xKsI zA08>Tiirfa87LW5QhDFS(X9H#Ri=I}u!%IKCH_)T@&aG2gcj`ajkz`XgEZWNlD%T{ z7UtSlM^5?KG^cKB{L_RvfYeU-ktL};XCrTb#7^E^BrT#@iQO#Q>T?6WatFHU|M5p)fWQsH;;w76?d4pD>4 z6j;hpa`%XVUbUt(tb~)Qm*kpJrd9FB1R!G9*wjfeF;k<77_%y}c`vWZ1${>|vxzpe z(l-5%v7Dx!XB>U}2sZ>E1=cipe|+EV`S=KaIK*>3Gs1(*YkAaN)Vx`Y+vF@qa+opgBd>r|3?Gl%epT=^SUKWVgl zCa9O+();%|x^Z^Tz!8A2=Z3ppX;V&Binznu^t5gvc~t6MD!TQw(KJpW?(H|_b)`me$u zI_=S4*|jK6f|J41tg}gC_!a4cqsm!rO1hNHwjvfgMlU`Ri_52MYd88E;t;-rVpzMQ zl`4>G%A&?8fB*FR0*_KLytzrRfS~bq)`tV2q0P}_y35xYISHIr++G-M< z*a1cZP;F8SaN&LYhQT03h>v<}N7FdNp%eSep6sCPAc%ubo>o{ow`%8o+-rd)CG~c< zKvQc&oriSrU*n?zc9SV7pGjK%4+e?VFSP{boL+0m3={7=2d~2QBVS=jxkMN+pb!dF zVfiI#ehmUCO{j!KE0thvqD~T}k4QGA11<&GKMSPY;(t=7LxONAas#>>6hz@XOJ}{V zsb3}KG!-QD{iVHlpfDR|XL+Lrg*UXmglX%xo*uhwcq2ReldBE1&cf!5Vv_p}4Gqoa zlwh$r^4a4Zkf4Ao=yhQxmnn)r&kU;#m)@jSVTupMHVSW~lcSBz2hYqXKjC>nW8SI6 z)95d;f6(Mjd-3xvs|WFotWRk#hk$-wz`8$~*|-e#`vBYTsLxyr-3RYf{gWa`Y3N@qwO$tOved7ePb(Hz-<>Y4s z2t;_0+~Dy^S7LjqbQPbX;FCt2@RK5@z;qV&o0O&B(f!lG_USkbH|rkUQYfg`pVxU* zv=Zr5A%Z~EnD4FZQsUKmtNETpsIAu-6WB}=+|k)=5LyW|xV1>oggoFy@m>uY*sFRu z*>5ArNKiMm9l*dzRoIRk4zDR|i3ojBvFM_CNowf+I~Q@1!8S2L@ZoOq(89~FB_tmP zufsHjrE36bbBs5tK6pXIKZFn4y zlg{QyV`EzDC5w^7(};qpw17~gQNb^)MZQlZDJ|m}6Np*Zf;Tb#RIB$V3#Xu6Bktcr zs5^Ugm7@FXz7)H~2|eU}8~h4Zv&%b8p8ueb$Ef;5iL>SaL=0*Dvo@}vd;PMmYjTZG z7Cp;O3DEaLj}Eb}TH}Uvi1nw`0%*-^RVIvHs!KG=HT#JyqogN$tn53jmb*XwRR#c^ z3+?tM>fhyqS%nQ)Wys|!*DeIyFjbGaAq!fPvZG(IStFJtoS>I~=jQZmLpk|sblaPP z_{4sFj|YED#kI4I@CkTXKWn5Ll@HhhHYG3(6n?Es6jjn0qgXr-$ZC5#3A76tEDroj ze^~P%DvK)=G!x25oXYcapyvWI(Ni}$EG0t5V;4jONT!fwvWoa!o@bw$2~Z%RGT?kK zL7p=*yPq+F{!)AU&GnNS3Kwx6c0lHw+61z@MG1z;V$j)_^S1%~&b$86OVMOUoR27& zYUMGe6TP?A*N4lP%XfBFpWo0ukasRnWc+NKLi$7dqN4ghHEmC>oxT6o{wyrD0CUO> z>d9aEj~-QDpxhAd>&*>q4dgGmFx%lS^tT;Ag^bMRTB}j{e+NDzDzU z6ivmEWL^dN;EB4ca~ezE)c|y#g!$QThH4}$VnAq=G4?!7LCFGYeW)t!I#)!y+aB&G z?Se>Ch`?-k1fK*H`NB>4zPmxo@6yD3NdZ$UxLq2$S|=sQsyrUl`b{k87ad-Ls?^NMkYS&2azb;9jGbhm}iUSU)`>NH!M zZ6F$d))ABgjsl^(XbAeBR0K(ELaTTGXo_+KATlUTISaGD$N(e`P0>UYa--yJ;J3tt z;*MLayq8(lj={^*X#`sn#AH`0w-=qO`i_HbTIJjj*azH2G{NfAVD4V9mk;GeQDY?5 zvxHlzAHoOAuj60WnyzAHany$gQ2=;$KIC2}BkSEaAHhKvB8?-r0>xEf9USXjYOC-b z{x%I$uY69&zM@=`?b78AhF07+x@D!Vk-1;Qa|zsJWH*J>5>Vqqr3xx0zB$0}>tAk> z^&lG7AEnhra6o?}Seg3LIwioR} z|JDD&I;@UY9_?nYr)<_|=2fQ-y$xfw#zj0f3upa-c?1`8O)?!*qVsqfo1y+l?CA@P ze<&%|mfpwGkKE9gSZz27g`dUpXjLK#6Vy+na%NU>*r4=uBE>uUnkjx)v67f5z7aU? zRA4YFZP*fOOpVL?(NP{92AIdCTZZZ8iY8s?_ms zItIF*&-fiL`MXK1de~&|KNx)G;=)8m!RsCo5RNLbA_Rk51c2i|G^|%NN|oQc3SX<3 zHs&D(+r&3?E9jHOcwqX74%BXtl?2^m=%pvCR7Uciid47VqN#CZ|HqJghvx6+w>9G5 z_CS||DG7u^>*oY_C~R1l{R3TSpXA8gQNa%5I`Ra7u!43Z^VJP%ha!h*)03GN&qo&6 zK!Wh4DDo*HGU=s_;ZZxmLU-nx;XdO(YJE|>imsm@J}EEe506pbxP^fA@`PmZseb-o z=_RHRXsvuTEpi+7JMC%xH2-ekdHr)uxT^F^qjyMHU)_Z%$$cw9LGL$`Y5mZUGksLg z#&IG$yl&Pt$OCYN{8`Zd7215N&FSA~kDmxyxKmVcvjW7ynkEIDsdSPBtTx>}*{}TR zr~goeGGWJ$JjfU*P{sV+6L!m=_E+j=?@t;!rbpcFB<6(=eE7L>wm?iMP}+z&JW74@ zAr~A&T+1#tqH3T~_%}I*!S9Ogvv`(my5dK-gp5N;*Rr;Di5j#^O1gfQ`1pU{Qm%pA zCQ=|24Nv&Yt*3s{%!Ps7rIahdrhYjl?sXQ(p$>n1M}qL+=|%rvVnqzJthJE;xEmZ1ZDi5?mTEkb0_2~!Jb{GQQbX#ra&R8f5`)hc? zO@=rNg`nLKK2XY65WRU(qLD-=gOH)wly(>xeRbX^3Dx;Ft>ety<0^#)feLs)q-lBn zsRXwKVn@wuxR%BU^qNdKvL)5qW)!~fY6I|qP}KEbBFs1NdOkrthd(z^p2nU3oJ*zk zTzUMiFv&hobaR6}j{F`wT?+fxbd}EM787kqR3UL3;A=cbt{4b$DyymtZ~gHX+$fEL zRCA-|XX=m!herO6c9Z>xBa2(Oc0u%}WySUMSrHrAwBJ^?B@trl2B}6{bvr0;Jq4Jj zY3(xB+GHL=YSM;p4Cl+8(qEa!qe`@+L5dl}@$IIHO_E>=3eI17q~gC1-HZyZT-w&& zW`Ei4mAEG}Pc+R|M)*ty{;8~}Q2OrbG4n?n+19^TfzR+Y9Y|fd@nGIf;(0>X6C@Y% zL7orYtB{ks$h#+v<6Q{u_^#aiP&P^k9^Aq!Aag;=4gd?H+oXjLu>9Uez>AO2$*!`( zTP*@Bw~nq+0KbM*J)exZDc>{`TI!-0Q05`~7|5L96Fdu~)-~&H)6SvuSc>!F=n;SLgcA^YV~+m_o@Fu5C8m2g zs#(3R^kv9N$#-Ms9z#K}c`|+fh>AGllhE|`d*~WKweG-x5|qR(7cThybSM(PjO0>I zHsr9k>nhG@C9L_|Q6vA`Zs>x(Xib;FrFS=gfg&yoLw5&%c*G)JDE+Sl^hj~aDW4y? zu}s}( z1L{?~1Tv}r4V&Q6NL%T=sI$>&E^_cz3<)max`kH#RjdKYIEraZzHwH3>_QHz`U*7v zsqTNGz?u<8EJvrufjoAgK!8%i9AI!V^esxjfl=wN#%65_y@H0V@te#2L|Vy3FEsCJ zMec-dt1n$P!f247ZAD?}X^nZu8M67cGg!S%Ke@i0$4?F`xm*EfuFO+KCE0FKR0v4g zq)ijs@4Xg^7eD-8RwjPlgt2pp&5-M-l{PM5OLX5P4@H(c7QcD#z!wKQ^vYQR5ME0 zT(|Q-wS8w?!v1jZHak@xvvN8vbu69PUasboeIXbm>Mn!}l%jrc3!#-zbh1T-klfrr z$h%>v9v~kY{4KGN+-s*r@HYp<4BjzCVQfR5e$jQ9kxSLf8_gV>23<@x{X+4GIj9R`Fq$lkBtcF}ghT=4^q zdG5>TlxkQrZWBxQDK@5G6=8qOdpk?^n7yxs82WcAw>xN(`gJL_*(r#IE|gKPuNuaGst&n1abA3(UfVlESd+m~|>7 z(oC^ExZ~X-i$*Qq6nEV|l=RVZhUuIeU~UN@SK^~PG%zX3EMf=#;~GDWb<-N^y^O9Fe128~CNNB>^Q!`E|042X{8^90B>) znnanX5s}HU-HEQU5{nSV2^_Yn=sMZUM@k?4IVlS9Ho`Bj5E$+nVeDv*va|c= zrAUgMi)3p@tdnN|V2zVlUyjFZ?X20z0@`M~l6I~G)P=4*V!4z3P(hE`3Kk7K{=SwG zTWmu|=3)}bUpI{~N3vGq02!ZjnDmQirzt|^IK@oHGi~x=Vf}93h~@3)+U*ZzUj&@K1%o)E+>b7H`mcR zaa;h0+W+Od$~vDsHT$pexuqE`0irU&`#9Ara}4G-G~>j~fuu>rMWM==j=T;aP~x8T z=&eIrk_JNI-`EpC?%_uTN(K_F15LPmtvX@%1ktd9MGR1iN6be$Za;W=kI`B%#pX+=^1>RfAYi5m`$@Q)QmO(CT z(p6T~p^4ns0Grbd?`~aOV>~?#oww;6>{UNb9m0i%VhaE;rB#4XrA;B_djF0-n<{Kv zKLcBT*-M?>p)kD!X$jL5GMadM$L)w zKeN>KfY5J5qtB!NyZNR@a5og>@S~~3*>^dTA+<7!2HrJc&Xpt6xJh1^j#~uQb1XQ=#wuzZ<3iL+#56X)*j+XEoA59M%l~9991vhtM~f*&-yp zWl!qk>GG&nz&^gDd**kdHCF)XeP#)Ruhk$GN5%_cPPe0$jU?-)T4 zvYI(25aI6o4zAw3z*4^rC8}*iH6N(>)iRcqkSCjT1LC(Fsphc%Y_p{M{-ln%=avSd{mJ6 z3}y(X92j8zbf9f$difI)ItY5@-awX<+K6nqEw7Sis(S}Ktu;PJ4RK=sj(CC74#j)* z5B~46Dz7?^C&Qq0aO0N{M;_>nw*A^${H{=&5h+&T-d-8F%)g!X@-;bhn}`$ZTgC`+4gVt`Qr1%asEG<8&XH4r3#>S) zM-D`uui&}+Z!Gy%C%TM#lL}cIBqriBT73S3yn4}Jc-XY(yU-VbKhWN7VnXq}iEc>K zU*F$Kyn^2ea(HgPR1XA9$~@8zM*7wvJCNqwrF9%cGEK~{er6T&hJeLt2anidlks`q zLQy|Ws6X#|;#~5MoikoCk#+@tEc-=PkqMA62?DJme{Krvf7yThkepH&VP2~L786m? z(`95#@LnLywsA*yWEnmFT+RGTTSukl(?3U~;O~YlYDC&fl6JAx(Mh`dJ2ti-%p*Zw zi9w$915vf%`NLtjR@gb^*4~4m;-Q=wDPc;Cz{27D#|K6aSDKv@AWoo z6RIMlnW*Wxg|rS{A-bDy+V(4#a+EGOG!{h5s@l$`(#ctckp;toIoMrl?-8S!s;jJ4 zjk%`fGX2ouC+@whqjlQfrZYkTVDln%C(PQ$%!2pSTi|YJ?D8gQS=){B+ZO<=HAdqt zI(+Y4_+X&lnLd&W=S?ROD&ZjO6H1z7HTvM?iwBpPt{Y~QiHa>4z?dNZjWbg=G4L}1 zTb6>XphD&yIjc!KHNDJVY(L>vzPPT)!=sz->DhlCZNL4pkf}as5w*7(9RtTNb7NfR zT3&^F-%NpxMhR!i!eSkHlUiL2B1;q4#OPec}Shd!(%>?SJCeOqqv zLSp+i+e0!$;Xw2Y$VW~bqcV+Bt8fre+-rpm@$Iw4z#l6>XfMe*rGEJRFI zE_Uqw)|q*EEZLOB2KhIQ`Ir%CC80Np!L``6?#OCyc?~L{k9WS~C96TqQFTr`i*9*r zm(70v1c&WcAg%{E%}# z`2n;d`T|>NuQzC4^jKY|1ozgbfzS`Y3#k^W_6&iA_GK#eK}1Q|Wyi4PL?nhGvmr^xL#cd=)dyQ_OGA znNF@s4x*mJ%8=>Z<)brK_M@NLu2-b#*}B=_Vc*r|K2%}^$bVOp`s-2-0TT@gybK4Z@UmyJl(XFWq|7b5` zrD<|5R;01Br3V+39f}gB-17e~m5mpZPp%?2vt79b29|Zv&*t#KT~KjQh(x@I%}a~e zy#;EtOvgpoM7}cAoP6u`i8pq>09oSosOagQM}hNCOu?a;vfPB%nx6)ulSsQkb*);Z zRoc`Nw_lHAw4{vCwU>v^3Zv*zl5qT`x~bfCwj2e%GpdiOBa49maQ^FNa0W0TF>`BY9U}x$>~VH;iHSTyGAuu+|A4;>AP?zm zjc9UfiUmU=nki3;26hQAeNFvq@C@I{O1!42ho z_egMKe%C-&o5AXeX6bBJ))X1Rjo(fJrWI)sc6G_Wn3bx!minMVY`+Ma?EQg%a8n5@ zc&`RUFerYjZesP3gw>n6%f^$>I1zD|w59T1U}mA&vMIJJazDZ%SL0m*?jRhsG4fRl zk}`R(%`5c2c67(3RLX&573_Q9M`aG-dA|L6T7Kyk@`75%_$Wv;_0Q}us~g?qzOlmR zjE(DejsJfPd?6S9-c=TU1TGE{do_Eb&y?<~(XsLC@4#032D7)VO>-M|(S@F+x5R~A z1>;1EvV1e0f6p}8a2?4W(m{>6jY2mRp+TxR@cwK(LvwEb{KjmJLeJc$iQ@&L`7!TV zvyj_{p?;n4peTyIGsX4<&pE5B3<5K6YA3rsU_*nn&|&+qz7rl7(LTBB4=i@6LGklA zjw~Pzn&_}_pzVsJN7^1ET3C5s4X2|cJ4z;pWN^(AYcHf&1;*DhWe6m~If6E-3%sbYX&lCTACGE0HD?QOV$mFSp-oy)OQ`@YTEbpylhbkBMjR?*O24 zH=MVF3)n7ep%bj4a_gFA25{GFp}?A`SyEocy~3cv*jXGTnJq*)^L*It?_(4+@nKo; z_PqU>#R}oMLtlvu-1I6|(WP&LV|eaU%QAWDe3N(h`H#VI4Lo{=#t9|y$X1_@MPwvP zKq!vCVZo&moMhjmJScJFig6V7>dKJ)OC|nvHrJqty%cXcAPO!Y3P!f|Fyr5K{0{@8 z1mfnH!qJpn#pI1t_?2GKAUlU~r$Jqw)wv>9%GfxS|OhV-=F#l>YYtlg}irVT`jLfPYKhmrr(mKGAxI(V@d z>DHH);g9lLuJ9R+6e-Z*0R<Z>TY!>_>5tyj{oGt#Q!QxVRa+;B}zUyUM&FX0KdIyKg{0Mj!-=%(;w>e z1gCpysvoYks<9(3dLsXvA4fJQ$}%w5oo(H?p-EC-Iz{_~NxxssPf4SWxrkeo4zWNV z-DQb*n=yh#jLQ!XuZxW_F4vJ-zT>H`NHBzje;5h2?BA(8^8gdd8)B0MKGK=(`ez*o8gg?J#+w@=; z5lGAZvtYpz5}ePkE-%VFm|f{e1_u|=qFp+T9*m0eic5$dkx?E@({um5y%qUi>{{dI z@Ng9jbc~;U&O3klas%*#IbQLtZ0CQNGjC8zR7bZiY)yF03cnz)_b^>D*}lFL9O(@l zA=BTnraH8e^N>Vf1I2x4?+r|)Npkkjs2sk~FVZ;5u`y~6Kl`IVtNtMK>`g8Z%4vu+ zwEutKR3b<{%yqn2@#SS%UCmip9a;gr)Lc~TlYD7?oku#YPzlUbX5LW##m=H@{mKnvy23usdVXlp!ux|7j_3JGP>6m-PLr$mer9&~oXkY5{^Zg} zB&l01Z~~T&cKf6T(T7uAUPlGzAD{XJb{?+y1P0c4@U8|r{uPiHkm5a|b{ z?!z-%)#l*Yog2XfaH>DG$`accb6F6c;9&Y;85PuoM)S74#*PK}l@3*X)vwedlP{c} z+&?mFJykb}NuA!5;r(634bC_iW7Vav78GCpT%Rcc0aJwd z&H|u+SPfCeLc$4o<6OABW^>!vF@==TtME}ZpsRwzfPfr!D6T4SkFIGND=*#g!q6>aAZ{rkpG!^h|4iGMCLmHs$#2f*79JaG}fk*1Ac+)sOX8RX!CR_ z4^DwA+g`I4prfk;Di_@J7IV2M6#7SMp03rk{svX!P^hu?{=#3XbPYPB4Y{;>?oz96 z{IusGE7}*5C@9{K=6}24ZDN8W1h{sH`n65UG3d- zz5(Cz--^O+l9~V^uV_66pcFB zt|y)4jj~#JTlz9EKwTg;NABrSDpw`*ndfpdiv9pma$N7$6|hpmd{z(n!|`=?-Zaj?U3T>hANskNea854QKK&Uw~(!=4k1 zT!DSeY5?7=1Mee^H+6Lx2I&EcvxaxnmsH;J8Tzs(b+}rT6wRPbo*tU`i96 z5~E(=5~HXvHaEN5RFK7C`fRYtEBUz;IUs}lJr+3OqqL}~jMl?-Ocx?+Lo zD8MN!D5CQE?xjML&qZ-n{!B=oBE0v9aW63{NqeYqOFOZf0hI$i*l|tDwpukUhfeUd zWl>*Yd&H#>fF``TbI(HbRV8XV#tKuqNZ3Qu3+QucOhB2lgxt`*C#M5_{%@hdd|c% zV#J4(_ZE(+7gzMy*y0x(6k2q`%zvjx3R(6I=N3Kh+fQz$e;43G_PZ~6G_YI_juB@v zDEZOtrIZ;~cWM|RR<-`0s34AM%y7?WzfwQAU93d2l%OgVQ;aEcdNgb&w04tfPO)#2 zRWh3;zdoKdYWEreX7)k1IcPW?8=!o0T#+R8t^E2oqBty(`-8~JR~%%(!`8J9909VH zjb^z^=^*awZrnJ+4DuXA2x|~tEr1pziMC4v`tPx2R@Xs?KW>#JjuNJIQC(tzg z&cQ1RC9h#WgBmIZk6BGuYxhaqx%Fj`?if4^!p4&1zSEj z&yHu5u)##0=zgSzRvygp%zcE1R%qWn5);fJnW~_gm?&$Xi~%mTP1)LN^38-r+c{X_ z>>i)&0eIwKik3{xBCR|#08ODwOt!((06oW>-(rU+*6a88|9JI31f*qKqe6n=^6Q>m zeve;0Zo*DvzkgUc>2#yWgVb%sXcATNwGj~#%%d$Fe z`f>kZLFo3`fu@+CK#2Je;oG3@AuwjXCzPGK&_p|N%irZ6wHl@q`uN8r;KxY)3Rds+!Q4Idu?hX| z);a1SNP+Cmr{xj%mg!$8abVoxNypm#eHaUfCDpcW3DNtakf17G((fw|98IE-$bp_p zVxk}h{AV#{A%D2xy&Mb}ATNk{*^F93BDciB7ieNCXVM)fANuwG2prjy`LI$Pfddh5 z2`GR?r)*uI{0(UecFjcxr=q{nM`R!Ob*J5fX#PFKc&NOwy1Kq!4h-PN^$WpI53VH< zrto*@U}~Dk7DqqD3N}!Ec)-<75YA4#OXP7xKcosfcAkV_H0{|!VVSh&S8klUnC{_-7nm{_U*nlQt zkT1Tjk5yF7U_Xgk^Yln0VL-A~qqQUjFz#n|68nvceZm6T$=QC?EMoFtrn?JPhUU#H zvT8RKFF2ww{{V;?n(ko&m-LZM4#{zB($Bk62uNGSJ%4y$_Wxd57qTQYEN87q`0-H< zgJ>;=o<8U111ScfK)NF_ol2ukor~eS>Q47t(VdO`o8m#xveT{6=VXn z5eCXzGLcd*X^9sXITR$2N`n)qKDNM4+0f{S<3~<%8O7)cJmge_s{2T%97hCE1T(-6 zhMC8rdOy-gWAM~WXJ;YO~hpm$O1YwwO;%)YmB6zc5*VWwp_hE)@(l1!>U3UIP z$iw-DNx>x(s}OV1)|Yt`E2i7>5bP^c z>TsK zX1B_P^=H<{=AhnlI}on))~@I`QLXb00~+zzbS@b6t(tCsSkR1jRO{NH-Nv*r^?vK| zl@&Ta?XzBeoNB>uCB70Un}9{h&^Wp}iGKctlTgew`uZ0&9bSa5 zNiky*P7-HagBOY?_kCp@Q%Kxk(fxB%AAXFz0&c4XVt9`dRU6e)J;N z1<1&SQ2ry2zt_E1(v$HAhry!`n0Lwu_`G{Ot}I)bl?7BTft0A6wVj%PUt%j5yMbIt ze9;H2afY_)Xa=f_PJ;-7YvK#FlY|h@n#!slsb|AZh7?GZ!D<{1{-x7^1D5toX>; zR4;_(HWU0&J6KL|ZhaTy5Jx;uMNAGX-b*+lurtnA6CYj~y-(|ifih@mX&Z3t8NEDH z3i-ZwD%~q(vk=VO`nLcG8av%%*)K{+M0XDhtYx@-5G*!`H zoZXBp0it;kx{A!G=Y-$*a62`sXTB1(0tOewlK*)hO*RYoVcOY7ny~Ha9!n| z$NT8zvjVX{zvZn)BQnLnq0?aoKnP|#a;>sk-VFajKTQ5%?AAQHv*`w%nfNdkLafsOTGgLBB0AEtTFBLB?{-fE$ zzq{d&5_w{h$B!X|k@9wQmhRse+QsvdC z>mD^bUIH&_*jsQk%_*c#gWk_&;7xin;6d^H-z49t$z}_!J#O&71W6geqBkA>?4xN> zEU+U1bq?-&#BJzgSfZfeb1&}#uX=olUhpoWKrK&M3@22+W*=xmeC3acyHU(-w%Krf zzGadK7HC>MmpAoXBu)WGY<9l4P0ZyNIgX*Q(N3L8HX4I3LQ7qqk(bh@lU zeCTMqzS#C}13C7Og}pWnlI`%j!N$s3!5UQdn?OkcIH7e|24Gze`t>|7@ZrPFnO`WI zvtWnXwor@Vv}hqUrKA~u0*|PmLs49uW@@ZD_fXlOPs4bZhK9Z7H`f#?TSqOX*$7H* zhoQ6h`60(+R2Fa6-M_Y$44qj`&d#JYwk!F(2yl9!e`(f|Rt8r-9<(gd(f7(Sx003# z5V?=}-;sjVNWxWsz4rsUi4y?;eVh}DsY@JUltDx08Ve=r0^CgWc0r6~g>EIAVe_r4 z1@7ba?vPBtX@l!o>SKuNwt$5YrK6)=qd2B1)qBzDEdJuda#0d%?qM-CcBWL$B{62P zAJTtyEy^}AR))@#?}g25+r?%>Vi^JWp)(b=Vsp1G6I+?Q+0P(`A^wjlDfJz%!wLkA zG{ae3Ed<3q29N3xaSt}X@-yc?s59RG3Za(*1LTN4h-|9CRVG#J2Fu$?6fqBQ;Y$I& zBg*SeCS`aBpwr&%St13e2Y?}Kx7J`#qgrz&y3g)>-+v@@ii_)I_2|u;@9cY z#>xw7SFB+V%Up4eMgKc_`IgweOlRhWh*nC9v_3fGzVfU-8k8E^@zBWhlrP%k({C;O z@Fh=h?yvVV2ukqJ5iD@T^@_qtVjNf+0IxUyUWe|X?SFaGOfNq2bMoe*W$oYUX}_>n zGVevUa1uKOo4lw*7pzTfObxB$ZpJ2XgyceC8NI&M6}GHk(=|zCocJkhVz0aX)^OsT zbn{H(k<3$cw>~fGzDPaUk-_$)Xa?XWJlG~JrT_Km34bl;IIYH+a&0l(%BKgTwv<0D zqc4(TLycH`-i7`kgOj{U8X!qGD}rK-0OQ^TP#pE|$O9Cm5}x=rX5FYui`wT%STL=X zr*!<|y%`e9PihZF+sl1gZ!srik*#shtYvpit~>s@cdWnOuas9am>!u3yW!!RaZ~k>0u2bSiC|xwZO}Q~tYH`@mztuM@$i zxT2xIU;QABtJ8zNWBG^alH<$^oiL|&%*TZ4tD)?l#zG0;0Oj^;0k@SCrxw6SWQa<# z&IH9p#P6tbuqYu*OaST-YK?>5j#-Fig5!%?hTy@o&^I9$vFrFB26lsOZI$HX z?!WFZ`M=6NXccG`3hD$!OKq9#Twlsnt=cCfYRhmqR-WvA%zvVzN0%DXHwYLcjVS$*gO1U ztJLy2j+{}Qq+9(;V=|9yTI)SfvWVhLrx$f<%kj+It7`O|<2f+K2Vz-_1(EkG?d26bDMRz@yd5AAB`G$)+QK z1o4sn&;qGl;BO;Jyg+an;(OY|8;d;gwHiWBn>z}Lwm`=Lute;1CR2A>p*r?zOPi3& zhpU+u{bbQ)vu{;b9C+Oy-adundgiXuNfh^2v)k(rv3*5!|jOD^J=7zrO=b25;zzKc5Oy+?Q1g^jXsDXV5OnJaiyb8>^oV7mKKEX=%Lcm2Tx6(zv*aCM10!ZVON`!}(#!DJhHb z3v}c7Z=g(0XMQSp$#V8I`j+)M!{C?G@! zl7sw)oz`$W7k<5Ry=o4iMpPiYhxHoeKZ{%kuDnV0)S9Xxv;j#ADR$p@B;SeL6o
O=&l1U~Am8)HDg_dQ?--!2=g zWPLM_3xSvJ@9)nB_qcwLXc%PTuq(AlM(G!bCDm9NuCcHGn|ge{^y`(E7FEw{jvk;!S%s$k~+ z9^G+V^3`qyq~m5iNW@K$)19kTmPO%QU_Bg%AXE!*4*v6}<2eQ^_b-TXF3Flva9jH( z3ip2+%p7*sny`;MvsR{Nv8VV|3#w7}!$s{;qxcQ4o3Dx(-~-5qNoTZAlRxF@4$~=z z5b)YDzOPg$`r4)hL-Bp;{NRuH{FKtXfLg>pdaMO&pN?)EaTIQxwMJ9S6pjC~X>jfc zth9itP|zRpnyyU-D@~(VJ zdScPzv#Q<#RL=3J5853+q5r#2h@65CFhoaVvye2trgNyT$h6B4d6IC(Z&0Y0MulF6 zFsyxDiz=KTuW)HJ!TW>MU!Nhe%ZQClMgGha7W`YBD%CzX_XtI!Tk68KT96jsR9COtJA$U4$m{g zmW33-D-Nof(bwfY9S9~u4*RnKvZXgb%+lW26fAin*1^!wYb?bjG(t(5-u&1g@-m#v zQwp71mjK33B$f6u7v20#=E))V9dStcs(*9mq{Zay#ZGjfV!IwjL0#&r4Ayt9f~$H! z?eMPp3z>Q7#9HqdZ{Kf&`S;l1Edhrz=XZ)3MzY!$`AWFp0IIArZ^*9!ZhV%Q^Gt*t zN1UQeR+Btmqnedlk1&7apLb#ZB zuWupPK2nTZqmi5PB)c^FLU}Bgtngmz$g{)AgW}PXy(t!uc17*FzcAVk11KB8#87-X z-2i|Su&@9Gc`H(6$@g-iU!tUWjkxGZixxK3{^~*<2{sM&4}Dq?gzL%7Z6rUv7?_4d zGSj(g3fn#li!Sqej62H_onFmc5%|aXK-Z3!b>NgT2d;_=QS06__|i8ECul_zoh0nm zv^!4iPIx7@teSuvoj*{`Zsu7Tr{eHO^OlOkc$AD!F_O>q>yJy?E#>u^UP`SRgejrf z`b^CPgY(5#mg}aohyO_pTB{ggXmh0NDwIswa+L1L1ox6WZcYI<0csLc^}NKPaDDV^ zVuBX*Iw(x;;X?bl-+_NaGIq(0SUb1u@?dB*?-ajX;!-fqqii~qG}S>IiB{Xd94Es5 zfrB7}>qYaWu>;(`Zoe~jeP;L37Lszd&unKr7n$fLbo7uNxfoQYmNEC6Q^kS{sl@Xs ziudu3hBUM~CIQDmSn8}KRG^HwOx(4pW-zleP9StM#Tq!|b0 zzMj@!;n#r8Zqs>CI2EdcCM5$M8R!^s8Dm1ZcBRdgkMT<9^y-aM*XR&}Z=`=I9ERLkZt4#gI;;YM7fARcrn-SW>-`4RHi;}K%yj=5o=%KJ3YS%M z-$VpiK+4N0^q-8~hEayq@v0Q!Zvv({}hdR)=OjqfIIE*BWvQzUv7Br5y@K*q51QR*FrToLlYoGF=qFO_yAkp-f98N&iEwfknPoqIFi zLIk;DDfviXxS~&v>ib^pR^N+IfqPG)j|m%*rBjkP|f%ymf(6G%hU zhsDtNlPq;wo#x+ZS~d$At+j_5O=5ypN*uE&2AVkFvx~TA3z(JF%LmyEN`tCVG!?B? z#>A%PJ3E=J!_jwzc3=BdK$wpar1G5Qsp&TA*)fe{hCLR>P;9<#;tOs(siH5H#s|al z`n19BCH~S``7>H2x_}7e*#Pu>>ZH zJ-v1;Nv9+Q1p2+p<5;2fSA1PT7KvG7h-0vA7!@cxNak&qc6=6|NFIAAHc$1jt7K^V zCpb1x3w~c9&)Uq#?JV=ke@=zWwLcWX|4d~jlHTJnzvBd&`jdBAgDt7CW9-o7q-{~x zJv$HZ{u@AvTuGJc@pHZ*)=MmE1M=Tdxka{^zyFykP?ZDJ$+Tm{*E^S?>Q3Q;avddAlU7nd)TaLp z-3SX7U=v0UvJ2Ju2Z>vpOEGIF;4#}~dqv2U0fdTrdCFIf@xazueR5yel(SIKVj#(8 zReJlD-a%YkCBTixN9UA8A0)@8_k_nhLmVRr$BbIZV2&(H_=1A(0>$JS&N@j~Y#|$y z3d|O$#QQ!>E?6GR)%1|UVa8w7#`Z@K`@0dnaC|omt)47W!KV06G;6IV8E1X2t3fY=gLV;iVTti*Qe^v9 zi4#y{EZ1ueed}~Ki0D-$9@$XwrX8RzZlyv&2cls+4Z)T8MkY-Df4|&N#w}tYyEzgZ z*gjn{Oz)Z@Re;@xqq&3dp&qpd1MMb)YX=wS6Lc6q94V!(q)$G(9+&j@8*cJ9AQ)Ng z>10tBj}Md!#$d)XAzmh~CJ%mvVTA`kBLaW-&kGX<^p<2za!cqreI54S(&tKBB20>~2xhpEk(Db+ zO*r9$t#I4jp=2|xmROJkR-igL^utgmG{OrcnjqEt9e~v}7UFy&^Jj=!d;U9%^bFJ_57+sGzbaQB#+GeGw75qigvwNdvGvFj(M?}nPySOqFm_j%l3#BXat zow91D0nZKb9C(d~=%A;y@EqQXHZr|&Z2+{S8<%8hz|cvtu)JHY?!j?(HmN9#XcT*r zhI}$k$A00)Yc!1TMKz$tG|I!@sVNf8_ysBr%-!@Zze?R6kjypXXT=@ zmeT#h5;^UPq1QCMl6bM|hBQUJ@NYUG93corndft$q`u4`!CsQIXoH^Vy8#D1LztLM z2MHlYhR3<$Eh(4dKhd}0oaqd#piyi3Pf|~iwVZfR_#u8$TI|8+f+6jwd=G4_{|b=DR}mesJ@Dl}xPq@?y{E`?o9QxDjg2UW{|MQzzj^!Kf=ruAhb()du|- zFB7qMuU;ziy(AWQ_@g8AMgn^|VzIaoy8KbPgB!ego+EGMA zh|^?#dOnJ!EeCkj>PX(t381=zpJ|&s7Ys?<5pDN)BN*lzo;C4WLSaR*VA4~D**jh> zjJ})nmjVkEBs99*0`FlE`SB8>HnVjnVL~tbi5PfW%B*Y$zXz?))Z4`%xPg!!lbOC- zqY_-RX{;PV!Y=Qzt<_*E>)t6kItUCy(O2lt&EO=7)@2O#7VPy z)$K0r=JxV&GNb!VQTy$F;z-YL_w=G+X@WoF&nvO4vkHzJcLne13E;~~durn8q;FWM z^jT8miwqE{u~)VJ1=~UuiZ2=bHYe%6hb?o^b9HL3f9PNevo2MSD~KK+Ka`~rOi5eK z)S1APKJ>dX(ZD3Z@fuTH0*$RNsSQ^ql&s!g5-TtccGGvy65X++_%`~`O?qSXjZT0c zvu1To*-8^DQnIvY%Ny|8j1 zr2|gxNJz&TkrQE8pLoosy{xy-05yPJ;SLh#5^s7uPsHq_sq#d#xG@oS^tHFi8eh+ZZqc*>xO1-7CE$fv}DyxT9bc0bvF zIjO=rJL&U!LgeiwrsN7SG~#2?LX5F~Cx9X6W+8rD6^}nxnEsWr6XeHoyna}!=A`iW z6)q$k8a@ApO&jPu4EffYLFe(~ZR6G9U!J-{fszXW=V`hN8EkZL6!KQ zov!6^+crBvcb3LomzaN5R6jR)aM57Ai%zN+V6^_xjFFHX0<%*}l=wgo$6P1m=lcCh zSQ4i2sRvyBwyHhgW!TDHc{RIh^x|qG>+M_Twml7Tm0-qQH2$t+VS1zYqila-)W=(O<&LrAR{yKEFRp^Rswz{eY6J zJ6DXB(dsR#U@%T_?A%^h!~M6TTP-mpfBk6A%as$sWc6yePKUT8F<}<46K6d75dkLb zChOLJPVC=j<=;{;Hog};saP`OOkiT$m z2unymM7mfvX^%xO>t^dG6AU**0wA<_VFr*Yiu!m$e42%=pa){X-Q^J7^hQUKP$@#C7KT+sgTAn7E zEZ^&S$vYQTTqXV6TH`y?G1AU5OhgRWk{SUR6(O0f+yCBrWh>2xkMHT7{yadSuEH^& z_~@_lyI?_sJQmR1bcWS&1wRU*sFGp?CXM0e9!!Z{6F~bV1Hzo+66_OZxEAyn!&Zhq zj*F~*Ubh=2d}{F>$ejVKppUp6uYMpKpGXyl}R0qE6{nLTdgBX?H%|k~tMi zb5Y|91Uq!fYzypEbxlSmj*s$7Po`uE2T%&AyFQI2j?R}l7f_CWNs$6rhb&9lBlyN- z9w#?bLl$cLPE&&;m8MJ--J%06H=43H(#M9l~KQ zJWPBh-RU^|0}DgO30+v^+$%5G>-vOV@~Fy_WwC5-vGcHorN|;Zp)BFW${(ly;V)nm zXoTr^Q*I1 z?djWJE(=j|wtn(>>z{7CxIX$Eaj1^Kn{?SGYYCy{dnRA@B8>4u)GyNMM0~@)z!V~W z+!uMRSh>Z^-JL7&G?Cs`GrL5u4%#?K$Wy^ErE?~}RnJdBBf`wZlCCt)n|zbKeipy? zv%0rM*TGSpRU3o*eV-6zOVL!s(P523&8T3}XTdof-KC}N`xvUgJY0A?hTS`fel&Ya zT%Ziy9v~z(5G`ua)6eFiHWEs!)1n>DHgx(jcQZ}*HQp{u+^(K+tm_TmbW=kn8v6N(QkuD{&pPpgTzB!w`5lO+?O zN92q8zn)>C3mx9&$tEU3If@q+8+^`x?`w{M|5c6ay^HA*$6 zj4BSHAAmbXD36g6<|dVAZpgDZ?I*W&-T`t9X<=Hw40WwLZN1Wk{}OILYfOdWPKoY) z;y}o!eDvgJdaez-$a#+QE{hH+S#J8l&{*Ci?`EJM+RGQ|(&kWAD%LtDzi7W;is-?M zKHu-O%-#vKWm>;k<^EUmU&%VwaXBZnEvFH2Piqc{xZb>)-pU*ofCxj{t4dhdf?(5Qlu#2+&{y1 zhj)+nNspmoil**&uUo+G#VcIh8M<4hM>g!KM9qtzLm`Ftg?oIO37^J*5U79R<}k1I zxDXbjFw#c#xx{goWysmcfDg_>z-|t4w`HUJ*qQ@=D3=s9!e)SCV4}R@v`~n8EcVb5 zU5K)Q5}(YQk?vw)Y#hSBcC`Q0?k|p=exaukFjHeWN*N#9iMChW7;H$UuPyK*Xa(EO z&f@L@BKi@<^h;KlCq2h*0q>pb&ro-_TP0=wkh*U5(K}fdq_nL+m^u;79^UuASN)-w&R3u~I)!?%~D%@MFl3W7g?$;ps8mnliSEP*;X z{k&R3-|&o4QJM4ktmUPteviUqs>7vkXh}>6m3vLXd5vA=i6=SM^NkT5)U8xD*=7D> zW9!`1udXiVIF_VeL^$DI<^b7U^GS^eVgT)OnuFB$0AowK zTuWmA;FZLwEw=3JG3vP>tjC9?pTN-2S`2oRlu+BP+CIzw=g(NW*!XD54WY?UBXjkE z^5|wB2d=B^Qk84{zvtR?!^RmsJ8u=XUU}%a{NxhE+-V9wUu>*4y9vrDbv{_r%W*crP;qeN zP9%*`B~lAJO@GONG0h10xZS;;Jbs9kA^Zrsew8zmYAS4DWb6`pgpBy~T@#SMTi93r zfwSKo1Esio$-TL%fKHwEDKLHQKR2aV_|#Q7TGkYwRCZ0p#MgCnI zS0z1u*g*MnZls7}I4rvG7%z0*hiVjoJtsYCX3C+#mqm0wFLg5>p^&U1EV8g!U|zDT zF{2hw3Jt5g$;y}3R(xxlT)Q!Nm$UvmaM}5Gv#NRpm)k%!h^?rEEJQ&^42FapuV{Rq zDx@UTdX1GONYhM;tpEUL7F=FakA2B@zpo=$>>V>Ni-UcCCh&C7j%pVl9uX4fIEwq& zuNZ{~i_Qj&LaT~h8R9h@L*1xQnCfMaoU$s`QCV54*@b}|$USIOX)!JkyLrS~qy>4X$wnrcKRvXB zjY2Ko^el~?tv$BTGmJXvN@Wr5IOLjS7`bKTeS!{z7d?fN28ZJLu0Zv{hYKa@ic zjINlRjHG8sIC`WwBKl+ zCynCZkh0%PfvVJOx2iLc%;EvX*IV0TS2Pu?}E|4v9>2cE%#fm*^NbEmwVhNp^>s#Vy|{83+(FItOh zq94jP+iqY&OPbI>a4a0b8vXzdVFiNN1Znmr^QeqdX+jxvEX1~2h|T6`!xba91!%%q z8s{-sI}`9AfUFGVaQi^(S-Qgk~lxBi?t7Js8@5V z*4H77Sa(|9H@==feg`JRAPkQJLrL?fm^aFU3!)Mx;^3PAMUjC4$*yZ$>7!9wRpB0@ z&&Z=$CXRY$zvPlsBu(W@fU2uLO~1&1U!7wb)k`6uB$QYah4nYcTd3@_fTy&bDG8XcK&!n#~#M|Z5dXVYGl zT7rX$u3~nKlq?^E*O)TIt^b8TLA@{C8N6S=ZNLBt=HZ||5_;XTC_utV2-#N#ly{}- zD))YZm2`<9m99V0XyEN_S3ljSQ3*j9E&@&m5CQTGM9u%%^Y3-@{;WpCCyNjZrk_r%q))cTLEUD9?9w_ z*{!1=ToMHeVbNh%gSEJwPi1T*5t3=%HI8P=CnQV$TY~U#!GB__yB!1(?E9W;|k@ z3LkYBj9_C!2G|Bi%Qe)RJ#?yV<}a(_L5jxaz9LTpo)pI0_z2N;;ln9uk+tCpzZ%)2 z*z*Y=uR#w_o?i3Cd;9*jrALHi{`9B!*L*q}u`T%X^3$Jzf%gnv7$7e2uSn}pZzJPy zhIldspBSERPB~f$Pllvwx+ZBkMoTr5U!3wi&pTsusBAsdb2L5z z*KVUCjv;`Q!k@shLHm9JyBfDDk(M)D=`3g z;5=C2fq6+pSN+KVlecp&5gdV~&IZSYaTD(G*AXV`;lyNjq4k-w>!pOjBex=mkpxA) zuZKZqh#o1@5S4ZqcN)ice7IN~tcS6j=YLDWjVx5omHu-?0gDW0?-#tQMyF)()EhfJ z$6Y!g{9&wVNj)kjd@bC2gT7WTj)uZpJ~>ofw4WM^bXs1CHx70_(OuF*56y0SjmnCI z4G3Z-LrL9eap5F1Sye1qVx!?RG0fmE7H2a4FPg0(RNtH#qGDJ1>RY+Rm|lmGQdTbg z1%M~tnhv;H@r<%Y0u))zA?K!%UI$0(Y4W%_j5i0|w>7Lqp$5ox0Ay4?D?~W9k`ej- zy*puCX|F*4`cZkPOPZ*vWD1=yF(VLs;Puu5l!{|*q*;~s3g?0~RR##A+!3u4V~!ht ze`Azf>h|OA@AU*;_$}S*r*xfJ?WwV+4=TjMt660VJMBclmg=~+11*&*P|`*L0cH(h z{esJ|y)yFIX|wBRBYlf}K*+ux0kU@E&jwth0n7nbRh}WbPy(_*yx(*Wstx0I(+zr0yYdw+sL=3OXy1 z&LR9l_JRf-v3J(I%6`_`>7I{8!__hLGlJyo;ZNxc`Ul>{ggXfS+!K+Q-Njqhxf)L@ zV(>_Yl6hP%S0&vGxK5&=?ZlnZRF+i#XbxXby`v4+gheytvv?FwuBc6_;IQrozw=;) z7xw?e7YaE$C@sj!#|Fh@GJH12^OCtd#YdwK`K-uVy>Zik^SM0so=9g-ZMmWgX)gKcB;! z`Y<4QYqP~ARXbMXXe`x;h@+i6JN9&$5cTb5TMlo!twC{<_^CWRT$)93=Qn%~7(nZH zEbXBwUI9bT;r>H)bCC{8X2!*Cac|w+vaqNNxPGzq#-CmeZ05@x9C31grO?j9!2w33s;F< ztYU}l!q3NnUR=nJCshD{S#!l9OxLQxNHwa zm*=!o>5WqY9=4yqxQuk_5#G3B{jRdmfejvCdCMgafLgFnl#AL)Xl{<{lz)*(H&3+c zsbb!i$!-lNbaQt8DcJ5p4qS|p3MUNmASa&V!kUP_Hbvc1PIbQPN_E})xmug=hYQv# z(uPxB-oNQ;AYak5-tHIUJQum2&A69~)f*Ldo$C8-J1Bd~u$lcHc{z*|W@S02EbZzN zGb_}onwdwxK>M_rP2FyBhq8QIexGhS#G^4k-$Sg|!yl=!0cyf~3kAnnjK!npRrL4N zX2H0NK#9Z_em`xlh&ja%@4?w5v%yru7W&fcYXm?#zS{EPTmYH0iskBjMTr98b5zb) zw@JxDXKj9;;d0lUrE>nliJzUDgVgN|V*;$JR67{5yK>j#o9t)dXEi%McJbm{5@Kmt6TLk4j2b{E%r{uUNXF z)JpF4d8&F;L;dzn8Xny%#h(|-1aIYTd*{%baWUMm>?_XY4_QNZ1#6Tz!RU5t_P5|+ z`Lc*?Z$dH0f>`($LhvW6Eoag@g4FjoFcQ2w;qJ0vHl)aS#|Z01!4^`(>bC_Z>Kj6~ ztnHIK^8aN4Y~W+d<6upJ^GLYNr&nf3;WJiuI3J}T?$&ASNH+1^YAm(y)S2B3p`Tx= zKh8g{K+(R@5x!fQw^x5h-l}@#hTDg~!(dkTU$lji(kO*08xuf;KC)ywpKstQM=c)~ zNh7Z__>FeV`5z&ku{RbKzMB+9ij5KqHPELEwoPqQ)t~khO5us(4l5y30fHqUmd)73 z1kIzwhjUgBya!@-oVKKta0mS|2Ri!SwaC-uuJ1M*=Kk!MAXR`D(G%We#fY0Nb%#HL zMRO+m*F3x3*A&P;j6f98qF(X$E$129?Zq=nOo&Wt<}AjFA}YtVw0}p;>b}znf+rP4 zfqD!5AVq(l@+!O~u_ZZAK~3HM%ZRIA2IM8Vxg3|WQL7Vg#vGLWNS(tKvYIirF^>n~m_6nW_8)%M z6j$QD`)1W^o&nz9N?Y#2s7%0Datpf|ANIAFEjZc}IJ7vy5QsbSAb5bYpOECN{`bur ztyorm{_mULwV1v>YTgj52~}CO3Tj%HrengwB9Xnm)}*FO(ojB6Hz5F#X2_Hu?P()= zKXzb&SEMGpxPSVm#a-$oMe?mzYUv8VMI@NZrCEyjTpT&zGmCa9WnN6)mSV*HlAVuT z04oF$TUj<2_mVf}EXpH<`$@36<)xQu=9ppS#NaOi)alsQ581wj*Qfj_IRlir54hmZ z&9KaP@0HN45SplpK@(M)Xrc~!r8&$Mqbv3ecX_nZ12(27?! zV--_*UU)a6#TzzX2xtSHLjV4`0C1F*;Jy$p@x=wdZT-%W{vd({w(7dJQ9z26^BjiH znH-sa>$Um`*wX4ElgN)oSJ^bIX2yT^(ZnNpNtG4>Ahm8t8w0Kq${i{a+^s2Da`w6` z(#b7KIQ5sHK%#U%&5!DV!8m+T=kA+2=XsVp4A?8i_O!dB0_&1YZS0N^hBYr|IQ(XT z^uPUX+!HE&7kthM}_9#CdcTQDo%>HZv18t(G-Xf_&-d2gaMEAV{0a2Py%pZ5| zKhpYWY)X<%=#Z&iN$2Jl6{L00_!nTqLDY#(3xz-n~j{9%YdH4Iec;%5`lZ)(b|` zmRv9dg9;-Z1KsN$;dje<{@uSPP(P;6_JyUGR^AfhK>9S7!dQNro;$3SB@y`D`VXv* z%`nasz1x``y1(1LL~{|FeWS*_#Ti*-`kEK{&88NfQ&n`k#)sxepx>!(?MS?k)cfh< ztXFcOekVs5fL>mK=@I1PVh=fg+91H;mO=6Xam%9T`+d(zv=j`~{UVl@e#&Z!Ed<2u zucud$y#M}5$)hztrpbt~gy<+=j~9M|hj$+D`|Uq4<3YqpvRaq{5VS5XbobB5MXz%- zIS1-$D5xt%>}4MxYZ3|SCm;j3s7Kq$dJ6kOtsHI|KMK-bVK7fR7u1xVt+PCNR(JEy zZd%~3yEoA5BCYc>gy#7c(>+nbc#YX_Dzdm4T)J~2C~l%o(SjvWP?<$Tk-F_@#%**CS~&4Rk3Oslqx?XA|;SJGL z`_{krK4k|EIs_8BC-du{`HH|ZCod>=ZK)B3^yIlVUUm*e%HV6UVgN+pRU9S0;o~_A zKMtmBBFL!H^k*N(zhuxFjmOAZ2}bbEIyEMxFXpJKbALW02z3|c5<7D@0B=iR3nMH( zDHQxcKj=yn<|oP0Tc0by$D+Ek?tj3vix0K@?FoQmJWIX~WEd}4qXE!InL z#fGuuMd!vbjo#(|1)Za-MG*ZZjh2B|<8mgyq3Q{Gl2XOH%g%iwruLh?aCB?@NTxVH zOixt2bLRTPV+6@-SSNlQGjWhuY%^>ad3GmeaTOZ1TuQ6-1ZP4;2h>dzN*D^lN#Z{E8AxLN zrvew-bisp%#hom9J{FPp>Q{(`apNj`{5j|HEJ$&LQpFCnc1_KNjh+#IK=IR?jA=-5e#L)61HZ!q@Sgv^4k{jE5bwhnm6jVBU?htTaAhl%lMwxhw8v`tWwyc0rq z8QaA!KnRrrFT;|g=ayr<1$Up|BHLbhNk8_gq^}ZjaQib!{;&E(sqgyF8D}xIYJo;> zHj$U*Yb$wnDf_`Jo3qW*9EAi2gAp$|y2lDW5O=K_004i7V71>}sy_sXCS7_bKUt%J zU1|kw7|1v9{8;f+H#@2hK#{rF9k)UnBu`v97P?^97(ZB0}rF!I8Ugqdt5)5xzLu zvJeHdXSWrTcdLwQcMZu~=0rXFa}D;45FB5oyu72GH^}KKq4;HWH)VR{?Yga-1<~^h zIkS=yu$dgfSAV{s#aV1hHr4tCVEf>lE7^Nh)`<#gGk8$Ay4l98o{* zQwIdwRPzHpikU)JdIj6D2EC(3foZjC6MDJ+*Zo*Nn1-Gj&)-lv@acTm|Nb|&S&F*) zdI&baz5bJ7c#XNVfsAciLm((|{7TyFOcqEcTqH}w0%#vnwa!LpC&HxLHz+?!@|Z9l zS7_wd42Es33~g%bh-Y>O~5 zvbu3e4HleKW!JvUUlT>S`+BnZr(EUNrThgD0;T^xk!73_NOZqoX<<_NASc7iyycxP z`OH|43JzzNM??=s2jGF4C_(<~u}_4?2jG{i>|sUQC+oVo`)f;ogWp~~dfK^I!35bn zHR{5}5Vy6x+eq{^y4R|5o?m?cfzwpvH>=fo(kyMArKZgo6BHC(e)|hY#3H_?Y0Bn<{MNDRjnEIDjN9uc4TtS%2OHKoxQ%$R8d? z)hX<+X3~S-YXZ^JWeiWgsK%&XAgv5ADL8-M(po0J{Cld499mGBrp%S;eqsAJ)^D3S z!&D#vagApCeC>bA3hU0N*N*oR8Jr$S`-A_q>C8FNnk9v!P)YxssVJn6veRuSrn&Q-+3>#dR=8m&10iesuZGnmH zr%0bP57ObLA&>7cMU8pc;Es0^1gEa3c!~s>pO~y=RQ@G6@%WP@02qL5Y7=kI>F5ek1NbkM;>sXy?TRVhEgkp>>CjSKKnAeXC6- zN|aJtSwMEQYT4OCj^0z_0^E|CDdw_zf;sgHki!>an8MC-uFLJmN`SuMNfWG2G1f9G zGdt!#q$N3QU0HrA5C|XJaM9o5_=8(XCOWlxi7aLv$riLLlQ~C3XHz=niv#fs5%iG` zjN)7-7Z(nOBQG>m8!r8N{p%a(<)o;iOnCupH58eV;bEyeZ+ZV}7ry@Tg;|crvVm(t zm>X9noFQ8O?$IzjA1ygWiO_s>t6bO0#2?UtPg~xH4T6dOI#2SsL+1jgHjO_;;80Et z-FtzWTloER{WtDmmWGYo)D9LoYlwvsE8PB@2FRb)py>XVo@35xCM=tdFL(Axus2XE zB{~HyRA!lqxd0^%uHq&%gGLlKr>%A56X+v-F*1GM@F91tj2j(o(Q?~r8!8ihwKhL8 z?Bpi3`&&8=5F%MJPGsz(rIwVDdt{b2Qb4#VTA30ZKU(>zt@Bi6)X9$;WCCyEPS~On zxs0dv0Ao6_7w7v59aFj70KkSM4)hNYqW06b=X1o@AJmD*UE61(GA_h;?1pFW^q2Cz z6F?mOU%4G{K13jnL-pO&l-`A6lJMNi5(GX~eZR^5VJ#b264PeQPje1C2Qz$&`UU%O ztAyzN)msZwj6a1-JfXzUjnSz5nUAUFi1;IjEynp9X7i7e-_SA}KjekhHv6DZr^ZxA zU+yFry=SnbB0wPyF~T>f31{TFH}1l%5NWpcSXXIFHl1oO{-Dd`Dqlci#k8?X6vd9! zJ1R?)L#_t{sfEjFk~Tj@J}E3D%x<~Hh2TlgoKgU?@?=I@Com=c`z7Vh?c%I1G7=1U z@-71sel;;VTgzP2s=_bQhZc>c>r@m#@Bn zwT#DX0a6YxJ5XyXfl=5xH9+wNyI2Uz;!gyQA$^Ir=c>pBKeiehshm|i-{9?Gm+9jvi591 z6?JyD2H{Av&ll1(GWb#et)PCD3%bWG|F*u7wk=T_ABvsoVi!F7GUfb{>Rm7E8B7MB zdfgLkz`qOorl> zU19nILg!zdC=h2X))an=*lqJ0OF1*%z6dOSDz!~3Ee zZPmV$N}%|@LiEP8`UO8({R1eB_@zgv!toSm4aPEjOnmvk#LIM>godxlMzLO^u+#_q zH$t}S2%~>Q$~qI%gj88(yyVP#6NW(QYDSCqsr8@D_-sVE_m#WP@t!@>(9Onm(dpLW zXEoJ8woU5Al$;D!BW`UohTGQeDa{Iahgy&gV3$b!((j>vq&=Gd0Rp*MYBn%AtB8IW zOEHNA!rnrqNjtYzneUOqek?w^9G(P5VXLcAbRcW6F>1DOG>OHi8m@uFAGM%BMJrhi%mB7fq5FWRk~ODhh(e7V>de%w%A`E8{I4&A}CzXdjCmyYb>QbHtTe!>)V@eV1p8O zrlzazcpQbhHgfu|;DT^3CO*7l4C8g|$+6K>R|VeV&g%`wr$uYpou&E}a}l4leWjVS z%^slM5||18$)w$NQsq&)F%`798Pj{UG#xW&)g1VtjA+L$EH5~8{5lWI0ioS(&`=IL zB`n{K4|V*z|?J|^YgKl@TnJk}QZyjJ!dQNp3<3p1XF==ozcbXjy9a1pj5 zdUiE2*kV1UrHW*G^Kw>>p3D)JwevNl>u%$nG%)mj@$U7P?XrnAzk%`rY^}TQX}cNg zTPn18H~f5W$2_g-`(3VMr>GaLrpFe3<(?HfKo^HDaD8cm&-D99$L;$-Ec+`xpp=oP zU_?Ar+H>{8XbGG4uWttfF?^CT4TO!4S9HYe_7}+QVhl%?`5Ar&lEC~N182(m?u~WKEm4Bs!@2A6kWIGS+AY&K!Ps`5 z_C)n%Rva>t<5x+-NE=uk_#9b8)0I(1Z&4Gx6nr(20RJ?tdua(_+`-g&RFUF`Crw6) z&;B|_%F&eyR^fPM;}Av20TfmrZc5;q++hEJA}?G(vcPB}OG^|mknb)$D4;T@wT^iE zfjDFWgQsn#x%bNHzT>Xp|84RAp@e{NUHxr?X33}E&pD90SDK^QMGT1;&ud}fN+$Ug?1+Y&;vQt2nO#`&B4{N|fSN`$hSk4SJx(>w<@ zL;(i05rM8mnFU^sT%hg5&rgrV6-hUp@gUyqx=cZr0Jy!JW&f4rUo5{QDdyWOe0Mmf z2YVOD1PC9r8{0X?`Jz-wo884L4l!Nc8_}ksl~CZ9`@FBR`SP#0&%FI(5<4EfL1rO% z`++R6G5TCO_=t`i+z-_Qvm{#3IL5w}v;@kbrxgamw%k6y5PtNcDl_JAC-Rm1kQ%Rd zwqGc<;a9bE_C@jdP|y|BvM$BT9b9?T-ErdJ)T{bSTN90*5PFOQeE@!u%f9x}hyoAt zO*D7`|BXfdcHS*(?k@W&T0aee|49zQ@v=X>0liaK|H8I6ksQV6J(wZCGSr~>m&Nm{ z{YQf|VnZx=ajEFf30n*sEvns9RqGQ2uvZ;!Tm>8@T-|-Eanz8Dk>f?Xco2K7d<&Z^ zW#q!NpUF#*P#-Q!h)Ox~iK>;o)5F>x9w{e8ouMMy(I?P<=+K1JPi)@HF}(*S8Koennc zmP=loRavUn7;P#Rb4pRKGTatyQH6wzho3HXKHd6I2l!}{dGv?QZi(FH@Zn*N^U7>V zr*hnQ7x2zM4Qs719euX&F^V)ZZ35yVgv~c`x@Q14iMWj8=cVHS%m|77$0{D}2kA^K znCuW~hxPG)MB<>oxf>|zn7sH!Dvbx!T=fbJEOXoT8Yi7w5V3-1bwt+;E6CpQb$d-tp!oQ2+-Dot(G&kS^dc&EwGZW}}^9 z5|fnQ4Y?T2mn zvkITnj2W`PX@9%wIY4zONvYn5iP-5$BhNzg?(FBWk}c>3ScW?;qn(NY{vHRZ(#75A&+X!>J@ez0)cmjSW=7v~zp?OZle_78 zD&-=HRWCJkwZM|`FaF`0ola%Qd(KIA@x%$W1KW;eG%s`&w|&xHvi~A+NzA^UCupQN zCxxH}PnCu<#B@6^)7BgqTMCRO93w;`MW1>7alZi2esy^6j37{?ztw>$mED`T-ZOZr zCm5W?f%dQ&*I4IXEd`!Do? zB<|NRfmz*rV??wUN0US9;c}2_s2-1@0yh*aQZcl*!9+RPK@QBtzDk_Bbug2tT^!O& zD>CQ+GS{S0yx@dBEgK5MOr!Dhd&D`Qau5y=9H%sv9mAMiixDi*#+`qxdZZwcl z%CWRJ0fRlzf&JMst`Q&pjX|JH2j{m%mPe48IN*e+WyAiW$S5 z_`{dQVgKdTaMl1!Cy_};Js_@BXweg&akQ&a<0Jo8tzCNna$l(Yiu~NGOak`( zZ)DyG9qNmJCHK zRh#FVqA9z6_%|Z@%DDZ@bIz_mreu7~ zpI!)tKrzoGL>4p$WTvdD8|I`VgDk@2v49t zV)O}ix^W>7e&W6Q6P%2t(GDQ6q!_d^HR0Zp64ChA9aG_0$7HH+PzX~oPfwHe;|K+D zWnOxJR=b})N@ask3bp`!p5AKqCdb0fS;ah4()w`Fpgz3-&RL1(h-2y(JH?ycl8VB_ z)$IK?ySPDC7MC!>0@{5uW~IJ@<9ySyTA+gIi|DYPPs zNayVFXALEZ)DJy}**GCjX@K;4F`9eHucS=+0u(D_JVr{&O8g2Mc?sb5$X3HO(tm6( zr)ylPo8KdriF4kJog7>&N@w(1Ts}4X_tYPMM`AlBPI|;8SSl10x;n6_>`!|7kjC;5 zh;l}VhcJmVshv#+nySj!Z1ML0H{sPHx$kU0oC6+Q*F1oXIAYxqUOsuBUO(;%Im9>H zJmh53LaHQ;*N?k=%03xTNsml^vspaESMYf4{U3TkME~^-+DV5rW<@kJnNN5+$SZln zp4fMA`V)QD9ht3$-8T|KX2W#~4LE@yG5$u4Q=e-NEc%XSq-tYCZQS0T7)QU^Vp=g2 z1ZAk<-LkTm6|FFYT*tIY*fWG;Q>%dJ^R9^6q#}VyTrh4x^FXR_HD$0ht%WZ(K%Yz- zF^pIxjXr13r)9n!Z}tJ}IL4So(W13wyNU3_Z!f9jTtO?XS2ZL5_f^ z+;Esoa4ssiib5zPo@t-He+r=M2fW&E+r^XbWk9p;6e^UNQJ@Q|@<1hBK!%~-euKz^&vTKZ?62n}NV7!k=p8L`x$VJti zhybj(5%FS|NFW>(awv%3yJ^_Nfz?D#5Zp2!7CSs|$Hp^Fakc-OICk5lN{UAD2=KYYZd5!f*zbH%qfLuR$)eQz! z7#cn|BJ>i1$>7LKjPMit5`J)|_r;#|JU^r)AmW-ysx>{~3YawjN~G=~#5ks0a6lSO z$X(PLML;3F@C|0k^blzvd27v8UyM3aRIIosD26weXCSmAj6*?q4;x7F0W_Vl((bDK zsTKhA51uWDCz69X zq%0UBta1*7pmXQu1ASK0bf?Fod2Zh`uYdh({n(&QS z2IkVw>pnB&wI!6hNO`BABW$O$4xoR{)6s9)Tox-KtIpeKub%6;VVClo=UL9o?C}qS zJhMVSm1y*K6$E@9&-`J1b(a)ekpqM1 zi)1`KNuf{MoVEy7^<`FDtz41EVS$rXHx4(-%h&DAlK&5FvOFnx(Ac0gnjVLQevBcl zu~F#~J1Z=WDvgMgRSqK{7QIeOkMH+kU6z$^FzmcM>raP{=qm5v`O5BKmOKAGM@3it zy9od-e*xx~ezL#oH0sk+iZI-l^7&JeY~$;@GAnaE%Kv9`Nm#i`DAayj7T@A{F4%sU zLMQR0<3*YFxly%o5Dh;Hr|rpzp*ICNH4t8-%tmRQEbOcPzbV97*f- zkj>Lx+c;)9cusymQf(sKeQWF~0Bk>#60{!^P#|x)^QOiZ2<}}Ru}55Wmwz8#^Wu2f zqWv#PWPohs;D?-pN(-_@>ab7Lbr}(LW-2vL7&4CWz_VF~E+o+Ap`$@8x#_n*x)(1#PJcCY|rfpRO<|3fkai8DNug2EJS4u~O?kGkntmy^K!U zZFf))pdTaISJjJ3(z{<+z;P{q1QNnw#dBfqW_qf>@Fls-cHAzpJF99Fp2PT#1U5e0 zCKJH~!Gq9XP`8ai{kAs;>~kwn_(kMaBv!U%$t_&6#$NnZ$7;1n8UQ&9Y=1V*Kta@W z@e40$d@zEI=e|jpBuXB|R>Lljos=%`&tKp}yl095zAUd@(;Pk(IBiIf5=D^ z|MZhvkcIJyaPw}XUqcnF$%f7OV>4Ow&lcW5*7>sEBg>K~HjA-W*gol0?T4mLr{(~- zA=vMnSA`TxN^x>Vpww$4p*nLxr!y&C=~I)EqU-sq6Onkw`IkkAsL6 z@MT^vc}>BRP6pX(JcM);;;9BEe$4s}h8jJ28~^&_Tz{QxlD7+IA^1*O0;1iQ8C`Qd zJvNd8$NT~9Up~W1p4aXc)DfgY{T7;vNm|1@)WQh8E~hi$)e9AlwD z^rJ|O>T~ergK)vwIz>;`v4{u+DyM!1d5tvChmhm|;c|B)B*f78i$%bz4ItASO-V*I^2&dntnXcVdrA zbg`W6$CI-Q>Ih)=YC->1i@%NqlSzPu8!Qc9MQMTxPf-N~Ey!0}Ou*CyNFR;vo$i$7 zzp*n;Cew9Ij9q>p;#kUk%$ZeyDx^|qUPOx$p}RM zQIiC4@;KTKGm8Y_fmLWEk$>?-Ydd{!ZZ&qU2_W9`Fj-i3Yi6T0`F0;E3cWe_Jja{} zMxDo~Wlpy&+$Rb=JktZf@gk(Y1Omc?H9|q7O4&^WkKM8Qed(%`6GUGQL6IEzR4auK z{oM^xf+*|gV4fs8=N696OTP#T`DY0LA1t>!xkcyJA2RO`C&w%+?Msp3cw6h3QTKJI z%&g#fQ?MEp;5~vw_-A*$U3Yc5VSb&tgRmboYX9iEZhz6*UA__#{ILM!<@uD7{@H})AX<%<~Lq-)wbrq4sNywRs* z4HZwI?UCX6?#PV?!H1ZSW#sp_4y(~4(dG~c4SHgM5kZhWksGG@F`z0n?}nj-ie)F= zKf8adkSpnEk4GF*c5V%KfYuNQqX>!!Sg|<>iX_#F)_2Qa zH=`#-*mU*kprQ${-I3uR<8zDX-I2NRhIkEiK07$?&bEu5(=OeGCIwxu7qg#0UV?t& zK~ciNS8et)gHPpY$F+)q>(6lsUaK88%X`VP6jg9!LF|3J+c3L6hoSU;1Ru37o~$kfeQ5*XR;|T{#3PyIUiWJFm^T{8}0sd--UUEw^9Iv z&oQVLN%;K3hqiN7DZ@ZUh8SBL zQh6@%{4^N=?o#Xbyp%eC8I73Qgz5n>creiW8yzAXNH9WWVq?@MY|tzE^@fVt`;w^v zzD(9>JE63ogo!&V;ra+Wdn~E*P+=46txW#=ab1TOMdS!@)@U=>=(Rt&3~~8X=OLWe zbFb4+RjgcFXf@xwqzooQ*3OZVq9;NZgkwzr)T=BvvR@xzEXgTr-j~qsYamOz#(P7a zWM8sjjh2Ua3JgQS)(Uv#ucpg zuZ0N6%dU@XEJ1|miLQP}sO$Y7y?3mLXy^W!iwIn>1wNW@XdCM_>{qyCmT(f6kkEWX zs~>&;@tyM07oqm2VY2Bpqer=Bwwfgab6B;ded>0FK^IkJHeUpPlbUdmlW=isF8Rpo zvkf3r8IaVG7{(M4@$pA(WY(flX4L?7o%D^g&`b+Gz#tOYBL4&b}=W`(C@se`R=39uFdaiVFVEabpm)buZ+m@F0i~W#lnQ zAf$IT>Q9m8D)51gK|jFKSLQnt+Fj>V)5I3!n2eDERB z5_hn>8+GCep+OM#LIoADRreynVi5)kO^{PaO`7V{uTjK_hT4V>wC z^8gZm&EB1zmdyWqPWPqcO%pfgoM$TM4u5j$BFTv?tIgRcK?UQ>2ZsEgUeHe?-Ufc( zOfq?F?m)%CmfnjGJEW4;P{LYqrV`@JuH z(O3P4$E|Z?%w8o} z-0b#wP1Tp*(Y=Z!VAlaFxbMJV+FhR@d(bRThmy!$!QNVDsNRzc&gG2U4h(ZPpBa%z zp}gj4k0uLVSV~`n7pA!*@!5t=HP;C%NeoekB|mnmeC_&+xVYn|fA+@9lvpkh=@@^- z>O!(#?i>4IBYF*Arhe1B*&A5w%45$!pyD^IVAQvZqge3s-s8 zHvTFv=F4>;W~4^qy5v|jG$3%PmX-Q4ENYF%v~mh#7^a~EDx2RvXTNu1bx+=Ab82sw zZecR2><^#yt&>TB`$nn19n-3Y(YR%&|IVudY>e1C)FG+TQzdB0mv^+R79t0Zf2}ok z9hl2T29`Jll3ZZhvnO7_`4muW6 z32QXU0RrJp3a8TR?Wj*4xqupuYmJ3Y8#;xtT3ZVf;psO=c-$A+08}VVTFZ7Hd$(&a z*^~)2dw(uLuttG~#sm6;-E^6e$cG7P!$W1<)TO?r{ifdb??zR_R$r-*L(A9ca}pX2 zLxDfx>Pd^n7SdECda5j)p8l>!YM)*l5eKu@*U<0wMI|V5<#Q0a$76~yo0M``p{JW| zJ1VM0GJXLEJEgUaVKeIK5%z|@4a*;H<_rs1q}&x37Z<(%oG6e$fjrm#lVD^myak6P zFcCXO=Lix%oWbh117=OIH~2P{;q#)gZk!3Knb)~eSlgXEw*sAnUF2-lt7(-{Ccp49 zp1FbDLn315{qf+q_FH+$foQi|_Mw&2JJ6aSZP$TumUv)G{NUry(`wteC8Mei{My#@ zMx}u?8kC+aUv>~(1Sw`Ihx@Ei-fRHt40m=4kexx5%Mew2j@OPGVBB_iCX`gKvKzw^7nr;hxN4^A#rso57)XZ zj7>~%+dij}L0gg2iV}4z3&E%LYpE&kUlBtc^6N{pRv{1`te_na5=Mq?~6%9gdDe~svztk0T_iT;G;(k>?8c3g9_mO>*axa`3@z) z)<4{X{CRwPTw*E8-TE@BBp(ia!ioM1`6`X}>c=j(UdZ#!?@zv)0j7NuOi%8de00yG z#T!Hu;^_a?0Q-aHYlp}RylC*pu~X!Ig4Cb%Hv1767KRo?<+@|H<`B={>)Q4J-t-oK zRtRKd_SdiRz5mikdtEMhz0Nv=ZX(!@a=qmaH>V{j???!7Oy}mDs#ZLzDozSr3%?vV z0MM9=$(?u3uLYo=?MOH#!$>X$f1@YvA84A@)^C%`Vp$+VZHS&)$*Z9)Fgn6{exV3R zd6!5`%}cOXGO9d{hodi6vgqa1G@Ra2wVp1cqve=vL$t6oonn!&urt{IkZ6RI8a>he zPD1|mO|RDsdXpW;CbdkvGvFBXV^n}}PJVx`XL4pXl9$FXG|c1_3|-VsaT$kW78B<> z_tVyj=7V3{(Ao_A0N4Ng)skgXfn&5dXL@1fK*_VG7Gt%+vo!NAH2Pb8to|8f!s3zWjf2fjYOLX~w^K0faVywvjY@{Z;bmqiL34{bzIH2`|+e^7nxz z$@(ULy!&Vs9IY6)Nx| zc1ATfHh+)bYDhp#E}2w*FL&cWau0PAlCa8HhBm)r8qceVpTBx_wSuVD6`ssrR|yPw zRPkvgTH}1F;Y1b6v=hnx1TCZRRT*c)GvF_1ei!;XU|(fCI$;3Qgq1bJFF^D^8==R$ zY^a6jWt=}uYMv`R=%R}axHAxrz8n>1K3Wb@#oqz3_yeTELtAkG3ZyrBgzG< zPHGFHvD&taCwbN5MnN%$^2>tX=tziX90Csa5%QT6W+VY`4?2oOpEE>u(u)N+e!Q#S zXs8bOnEmMAxEc_WOUukF{;acR9X9e7O&XfCK*=#kw7$sZkWZ-&tVTSAb{yz=dr;O=!1(wUistriLl%US8ixaW7oCe^ce+QTP zOm<>fYq1$A7(e5S@qt@9!Vib-o9*$%D_D11Zi$N*vfTKI#r+uWqMBpn*Lvw*pDS&X z#U((5N8nwU!CkMMhZp=-A>@X(yK0`J5fyk13ELRLq%L9Wp;-bukKHaq!UARe)lrG_ zV5t2zBNhRE@^)sPFr33Y$KUz~?+mMF@#$~BVAWBx_+)G9Pca(aQ=$=_zKP(bIhuI~ zvNS<|zvWnZr-D`9Fg^CzQg7Zo?&`m8c)ViUj;kaR^2-|da7hPB1gTyEFI?vK$}k+C z^>SD209Wpf46O)(0KyvWeXML0?eW*Gc%7h5PU&t}+aYG}=|q+A!^E}YqzA8%pq5ON z7AC9pGhv|u`QBULhG1E@Ln+?V)3M^A4HW`=ZoZXPM$PBlYxP!vIj2`&mwrFqC^hBH zYH>du4G%Z(7R3!FPALN3aY*B98!54Xsjn-9FSWVE6&@i;hQ6jS{zW&6E2G=%nqFKy z{Za8aJFSMK9>vQ=N3N?nGTIquE&;p8tgWm>f`2+~9~J2@FL8=m{U*-LC=K0prum>i z5oFk)-K*Pg_nRY7)-yR&B*UsfN$GurHUF^}v53{ltu!lh333#s$g`^%sb^UEupWp1 zwP57-`zW>Spo_l*0B6i?Xe+ZL*x}zZoxAc^Pk;cn{>j>YSs%)ct+q?a-JsjMlaMNl z-nS*2C_|2~l3?KCxaQOw7nSHPe?3o#%xs{ zLt}*QJmx^JxF+}K9^6zHqf5GKgV-S?=QPJl09#!N+)(HH%yB$T>!VacuJDPx2(OJc zh3h!#IsQ~iz71B%_(N8}%Qb5LRlKIXE3fs;Vf+}|T%{hJrnxbXN5B%Ihr&FBo>L;e zr$f?>2sQGxHfwZc!dNDM)!M0f;cWD25y?P2c^Bf=GoDhfoq3fBOJa!2xxFJ&__OAN z{B@&%l?LFHZT)_d`KMX;jQvUogG}Ecj({7TM@|C;_;%ueU|1)RW`r$71Q`=i==v+{ zsY+z`C{<9&RBg+8=>#qd!x+hw>}JNy;0XTCP-m2y99I}snEuW9!}`rl82!in{t|J4_}wI=y;USCX5bb~T;um7Bh@9CN z8<{iwp9}V%<&;~^%{cQ;4CWLwusVu=<^I{uf-U|Oz)uFE3ZtU0sxKo58WKh}YRg|j$k*@YABVH* z9qg5FGeZ6lRh#`-@Q)pvr11n(*fVFstg*5ZS2ozV__9qTbUW_SA>@(_N(%5KPjRr| zfsG@-b;P(a^spdc3KfWGV=Te$$lW{hNNGdm>Vf5jgiO zbO+n#6y2=z(~tRABV{!;%tI4;diCw`$GX{7h!Tgd$fC(%=T6bMW zJEHJQWPZqFu}WlbFjqk_ca_~f@uBDraAed#B2cP4X1k+9odl{8zl#USZfMI~X!{I% z>yhF(T>faFT85z0V44$tI8XoR^ziHe*rpB9YCGWEt%X>~DWJk}Vy_f4k1FgjD%be$+C)a>g;M8;>uPDB+WG77G=(r72UOjmwGR z!Q^_ix4ef!-=SF!|5li-kL4qIn3v`GSRZr#!`tDn&+sC5CnxwXvtY=h(id~9O3~la zE4#TiiMc^?gcwXScNy%k!sK^+7?|$8u$hHmG+LsRjRBllE%G^!i!h-46H;EWH=HcJ zl^&5LUFDrG`h6!uCC60SEVhzoFmZ(dqgN!9fF+%saz1g5j`_8|FeAM*J@01ixvB6JOG=4yM{VV)2h=Ca65AlkYhSRe( zd3uUPTh}iXWr#8g$u_C>({L6N=vQXARcCwkKA)iuMLjxJ^|>Kz=Lx|((Z?mMJy#tH0L?_kwrvch@qrTgZc z@JLL2n+ARw4J#2!5h41ewx_J*Ilzl@0JB7#3~^48(HS|fbz^X}MZ68B1qY1v*kXEf zOUbgo5JDlRgF+RrOIkV%mipT)OQuBt`78>^Nrs~x|5aQP$v5q^*JqUI3FrP}&StG~ zd_-8Os5E0K4-lLFLA%5#>=TKFW_IFZ#(;4BiSQQXi4CDmJ&r7E4`%K6zgX#?#S%x= zSoobCE#5FY__-zMl@F3MQJh)XM&jsh^D$nf2>Xyl&&o|kl?MVi?jvx(+Xr=}f;=dz z@82CHAo+D$`&|#oq2xBdU6!U{>-jB_j?h<-Fq)ougb? zV@ajuD)BU>pkM@>kulnp^vFdaK6l zM-B|vt14Y-a}#fvH{4 zOGl3oRmcFA4U#ClV$Ocg&Us=zyZH$9Dx34y2J+^G)QkKNz8q4o<1KI`jZ3OHpGE1+LMZG_N!9V)2<^%s_Z7x(i#Zv(&ja`&c*#2Bi$BDFwu$4j;-s5o; z^li@!4xEb``F3x$8XRGh`jrg-4*=*u7rzH%p9p%aFf-AE#ZDWg9Uv0b4|8Oet6w$Oofjbwt}H1}=qKKR?V9bLyrEdZV?YEAsDqo(AaYd6cp`t#u*GfR`_65M1U zX()k@f*k;!45UOEDDX-3BH5@qHZw6LHwnnM1qN~gpPH%XAj%Q*7wuuRRvWcFcug6? zgUOFMhIo$LH#|=*N@IJ6`5W}bg_nI)Q(YK91yge#9H@N&X7J(T#wIJDfX5bSd!hk8 z7675vxnj**0c{V>T_{YfSw^B%I94M{Y05mmukNw53?a_q*0)F?tPPy%K z51{SSbn)PCQph_2j@xUudkFE=`Qsp*u}oQ2`z+?wt#{eQiGrEbG>n#V+)b>%dpo7xufIwf!vaIvn^| zXkh?IDDVlknPW7x^bL-Jf8}qaYx~`S4}YI-@g}M$_?wpL{0sN|7+Mi(LBTAZGf(FQ zBca@*p`y^3I5Z_rlM&5DCbA3P0q14{AA)x#@x1qk4@(P>z3oYzztG(Bj@nUMGaa?0 zyoN-E>}7(tKO$J5V&V!lbrDeUH#jGfvKVQJtnMB}Z3RG2r1nFz=@J6Z@8M=iiv##j zyW}mM3lln$tmaf>Q!qnnr!JJuuO8G*An&6cwrum9jdmw=uA6tbEaoEteE#bo!W;93 zG4f9u@L9L5Mg4pR1NbyyR@2nA<+c5?9|Sc+q47D|O)5YL_nr<2OJh1Rwsk{hNFn)w z>+i%44TOeB9+;UwUy5p0K`jl_O)mU%9J{-iU%LVy3xHty0`M7~IZ-2_QoQ5vyY*mT zUaov9osjJ9G!X&nIE&dGQcxN}4~i3wVEOZtFUh1Cs};bRg@Zl~p{n|5fKLGQ(4R*& zKK|V+cChqWU?JeiE`v!6yV>G8ga_x1my+5!3f$g(^^Lj!k%x$jkrl#duGyU&0WbkGvV|LpBn(5JR}%R^@6n-QDOhQ z-f$#f4(1qBzdhU{rMzz2>y7fxt8al%(oFp>W}T-W5w(`7-q{+lndarjz-oIU z0UsOf7|Q<>06q$O%v_;~Mhm#YJY`d)e8N0=(^!vu{+m^dcpyTUvU0-r7!zv7|~UY?OZ??I4cMdb0ZH0fMq&rF*jx7_(dWp3W|T9+_K z7ulQXYTlf!FmqAk^E$YEIN^1oLs*?0QXDZ;~w?K72i5RVUi`P8-%fHIG%dbFY_DR^q!oLTRG8FL1 z$ky%#cAV$J+wZ(b^;>|(ii;C>uvtY|IKb_~NH{uc=2g#uwug?bbyy6?%lK*YWbMZ7 zx;Qm}B3qYR2hgz~C}xe1ei3dI2mh8nDJ%qmt?>U~|8&59N)sXbgVYJ^FWY~t3A!!t z)-gyxiBLK7U53z4;S@D#-AJtAXUfK(secl=hv=u|JlGaD5Er~p{t~n*0NwO6Bj8}G z+m3cBurTc~?PS{-eoakIwAG?wix_`cx3K)digxV6v{_|SA@ z@UPrn1wkd-@x6!tt{TJ?59R{KZ4!tvX#yUT0q&i$m6#vY09i0#s2`lp!6D--Fz)?Y z(6HzzYGpzS9Od7flmqtfi{&qW`SvGXFN&0+JGK*tml0a{Q283~P;7l9EB zmsh?Z5bhOLGk@U>Xm`iMsd=JInY~zc9WYtgo52*>fJTa8RDv*ep-1?*Nxik37Bcn7puEvP^vzJv3F4s|bNDNg#zSz-H+27kA0_gU7+y(;?gTAsIIKdstrC--$J+UDuu6 zjRHsS`}BDbP_zF@H^8(z^!Z|xALS#*1Z5CRp~~aqEu7gfDye+!rfvHZJU%g_iBsqg zFlJAA;Ij{0K0^b1jIihQH~)+v;8`v_t&o(M|MH99{T&lu<@t`qVfk)x*tgl(FO z2#w~#$M(W+7%3}6zWv=_$+GjW0zk#zm&}#IswE(Qn~E|`%Ia1R82He{#b_87vN9Le zKrmIz)jUc$Wys`RG#=+C%V{H$+t|J~v=dF1LqI=GxQHN#X;yeYypASXzCP4s zQZ#fPW9BpGsK$r5u2;b+9`;(+M#B@V?PvD>S@XB{w}`y`J)eLN+IU^mi$ILY1&ZK@ zzHlcN_`p0g6WQ6v=E{_L%jK8<_qRam6DP1`AF+QJ!mw#)qg?-qyWw{Rjbtgco_zqH ze44okd=QzY1>+p=Spsu9Fi$au{qr{*_>9ej_NWqzHs%KxY62e4XJ0ve-ew@!U<%B@ z1@f1tUr?|?r)IXD5t|)&{_ens+8}D>ID%q7>=;Y{pHpa&Pc*f64`Aq@FyOOgPq(Ya zXYH2eLDTrq)V23ui|)jA!NSBpIU1k-g$Bh6BcdQT;XEnwu{*v2XHNL~fLDhR83aET z;Dpy!5cXR;1Sd5=!D4)W81Z#x(gdlT02XQAbU0YoNaaLm*Gguf9aS>toD1X+k3B29 z54P$e#9b}h$+Q-~{^LL7o$vja)J}#bt`M1?vnH#Mr&DEG?i?&i;PHWfh85<0)#2?A zxlfq73d%v|h}|;%F!CxGB0m@XGXp!k>2PwM1j58AG6sVEk}Li{d+z~YMRoT78}*Ha zw!If%cVX!u2q>1=dx5~MMZw;U9qDyp7g*Z% zUZ4Nxd*+^d?=H(OvaA$$;OxwunLBsp%sJ2bo~L}D|8t;6@3*8v+K3<}#hwH{x~7UZ z{ZSQR^2V(djfNYUeYkA1U4G52_NA}>+|IlB+jj27Uw7fd_s^P#-&q}6Z{eOK?j ztg6Ok#rD?@9I*vMf<5*1^$y@@zkrU{{Ah6LYS9%`AC9z>)Af7$-E!=ho_;_P|4Y_w zw@2r_Zoj+XUv}YFzi-E%^%Xn&i{G_x{@`-Ef9A8cxs+%oT_^N?U8fQUUR}E_U}1-D zt9@aY7XOT{5Ar#(4z3b8BREsPBQWv7@)DbT(*Lu*38Y$p4<{Y%M&J0!HaP!6rwvZd zgtJB^)W(xw3|Eonr%n5c>JQOAK0Y+OjkbqbzO;(5S%lON9`DRvVm%hA;i6SrU0tj% zt|Njg0ElZg)Yw0#&a%@#|G$ut9!;*XQD`G3J3ylLyMx9jGcd)q1wMh2I!b@7_=Rq_I^E*JGzfap}O1+EYa1 z(+hlhH9kAyfKS~X`bdugAEm5_Hg(D5wI_kkiglYwt3bwaBzGXJ_Z{G)`;i$=gGw=+ zffrozBe;FW!oLCG*&w1aLXL~kfS`>qkJjY0-;NUWa&iue0Fd9tsWbIB%!c^RAm|fd zTuz7VEHwuLK!oR^{RiSuI*enZEpO!UHvahYC>L1HNNJHKq9q!SPtQn%?I|{R1UZ4y zrx2Qd3;-oa6nc0Z;3PDQ-PyYRvqV3qOkEjd=oXlgk3=d_DzW^gKu`8a!jOj@OqPqebcpc$^+7H+QJPnwl>d?%nXqK<{ z2IgTf+-zU?+7F2a8tLc(4mvEy4L+Iq$HLQ;X9pdgLRj`VyX2ccvHKpKZ>x(+oz_f) zyNcR@Hw*aRt7~j<<^c}5#e+Ei*$q}9ZI9RbM6U&S%0R0AHw1Qczk*fkHrLqP=iagJ z{P;?nbn?ZpB#*W}DI*{Qo#OJ{4ah=kN07kqai`muiD%dw@2{~+zFZ1wYY2fTX^`3i zAAWEL(Bq#bQlEO(_C;q!&d_xNpPv$LR^VsmQ*UBAMeCC~0dvIX06#Dvi=@wko*n@{ zfUMz|JkT)4Q6K$MMms0^#Efw^Zt^+y#jjpwU-|k^?S#`VLF;lH0DPolW6#Jx(K1F5 zpn!jmG%>pdd;-&#e16&jpMZSSYj1=8;muvA+u-3BIG-VDdoqSFS;`>UaQ<;N5L$HZ&8=E0AI07J5v`sr1gmgK1!=B?>@cT-C2A;>(%&t>Y&1b z^}sa#9tS=?SC>G~o(4Y43yQ6(QF*&2IulstPzmj$(BOito`Sh8-K7V~8+$&p?{i$j)`aXS-0Nw~zA;Cj89TIJ zuG6MXm~yUt<$o@-=U-ij^Ziz1EOPfR@FRaAHz;v!nY8>fXzdq0hr+2lTXf&56D9vt z`;yPjYqYPQUjAo0>bUcr4~Pcqz9}$==aBAW)R`{5fpV=4z(gan;-N?80WOZVc-nx# z4~g!b#)zhhzgOTO8w`-4+KO)9ZaZo}-_a*upMD*Fs_=K&!?WtR>Q@H8;>uRL;*Yo6 z;j#I&smV6tsEh5$*a=}RPmgGP@F_bYd4gj;R%m!yF1|DP5K6-tn>-f3!^zesb~t@t zGS12;Ic*S2yqcB zD(BT$2R0J3k8yzKh=ikT(8zNEK@zlqA5y=x*jj1Du_$ z+uwJa=L|)4$yr)FC;~o%Mxy;0f(asX7zB(%?aDv@&DB{IJ~A5QrLM1SsI{8fAcM9C z4Ic3LHK%sD==}x096>m<13tV!fd~{44)`owQ$*T~e5cjP8+Rt5!}uMcp%PK#z)=_4 zkwgpiNl}CliDJ>ixTR%f9Fp>8*iu*ar4o?{2QW?bHRIh=$ zKTfzwN^wAbrvwNnmC-w&0d??jOeoxQ?ug^8aC5D@W(m<(L4EUkt}VOP9%wKttxOo&Y{#Jx(Li zD=r%_lPGf+oIjXbl?G-2^%W05RLOu^ArXM9z7dx>1#Kk37x=mzk%Y!`2jC;0pTNOc zra0&5oEdR;-a+F-{<(+=PAO=-e_sH6bPY{DWabjE9ysDeG*5uTL1SmAfWbcIr_7x?r#H}57Y_!NANe$r#WXVs?WHrd&|#z*1odlL8*5Z&d~{_6Nz zJ~80aMxg75Rdg4@orp+GW;hLL3c=S5_lldRF`zPo3z@GX0?!M+VC|20xb6V>q@slh zN}%ycBP=*=AklIefq#LVC;KKH2k1E-A$pDz^a-%PDr>a{LII*Uv_pM3t`dvZ$mRda zBIKA90xJ3}zM$Cjz=3mTphx@L-*@}xOe4x7o6PkBKJxF$8g?S)gnY{#dz^jmm%k@6 zq{XTM1rqFK)s@sJM3L2HR#RQRM>IaVu7(O}dNfz|phv&C4QGk7zxXx#Y}`Qmuh^kv ziRZb|PU-n$AlEx&0E1%w=W)b7+trJ}p-h3w+mu2+vvjmqS(JVWL#=OIj*Xshvi<0% zf3R6|pR@It!ld=7tmK&h0a`qu@t@sJ{c%Y&q)VQ%2%HKDSTwufddjOp5t_wnh~ z`1ERgJ_WF*>qkW9>^AVx>{sE2N{?`8+!*`qjX^m3(!vH?vcBFt@R5_V!rKLWmaVII z1cnjdL+8#u3jwUqRl?Q>!sRjW90tR)&;sE6il!lzK{*`G9yfw;_8GPfB(ZX1g)LdL z8J`LPAF+l6GfoLr2Yj4()hCrbyZEcNxw04Vq2JX#=(q+D-CHT)Q}P{wx!=D2z26ba zN!kZg?kdit#O%)T+k||7Ja7mP0Dd5FYx&~HIdVshkJkWY_Po zFA4iIxR7K_XW<#`sV4JV5`$Yd*`?FaIArGo#)fiFDLMAv-}=67Cx?=NNG+k?)eR!3 zjQE_mR0xD^3nZv`aNyT`t;@x~KLvr;HP<`89yj3g&25D8tld;W{S0?NV(_T5nDI{l zEWrFb{5<u7^-<+K6VOpQ5M{ehgGWm3AUpqTG(PHk zL@43g5}!KEHkH&mpAog$ppJY^`E_*Fw%zAH>AR8dN1gBc2WtT;z0pb-&&7SEcP+Es z3$J}d|3?Fpj0raDINFRfKk{3n{ov~po&U=Bk2Y&JAyD7&CFmo*ulTj0Er)uXZ zgiQNP@j6E)CU-8TUhP+XioQdDCywJPzJI8X#G#>5as4G6&K@1r746(iU;qGGAX+JA zJn5+3iKBU-4GBEQU{=ePPm%oI06d8qL+vNOzRJ~=v~sFr^$pd#QqZ_aN4AwvRr&Y? zdVK%zz(;G;yk5AWQYwsERa1GG-1K?9(acCwSj}K;%>B)mm?~=zyf>eSv z8FR(K1K{zw=|Niuf5PH*0q|K-)MVoHQCYlJ{yhReb+&kQ9gdY>fE$KE8(}7`gtQSF zC`C4F91Gb^G#)t{4CKQm)~@+ZDLSZw!Xqv7FO7*^<{(?lTSyTo+2R- zbZhF4}P|0H*J^A2ixsKNMk;gm%Z7Bj998 z$vTq)XcbRKI$ETh^H?L`;cOZ>beOcn&1b}WI$1@KKh>~8UZrTyC9S9k)Dp?=)9BxIh2Ig$xL z-bLixI-8&eIWV8?eBKm@kURWj`o*zK3gNNJ9BOfi8TP}=es0@KE8LrqlYhtUTDkXv z(%rY@uhY@GJ@APDtiZHi3W$Gm>2`Z@VTrxCsMcOv-eNB;YP5IOz^`-FOaLd7+H55~ zZdaJ_Cb+`;Mc%2erJ=D*&O<|)3F9^n`mZh8?09^Z71lDjhP!8DwJWPP*TL;m6Xx;x z)s@p-6spD(`BSP7$lNd4rgkr^^Nu3}xQae&zut|n|DCOO06S3{H>X(ye9Dxfcae$@NnFY> z`_BLOOGm>{*Py|(=YfyUbtkgN%Ie@fC-;M;P zDM4Fnqv@faxX)otPseT6w`ui>-32`Ud*Qz1(#1qgD*Weg)MHysr~pv{lZ4!HUj^{c zzcsl*BP)%Ov~?L`FDLLIC2I^(cPH6r`^4L2KmCmZhE-4vR8$9)4jloK=zYDwrx*Bi z8z3C07uer{&#EGP9?pWLv#=IqZy-2T1l{o z%k(O$Tf)zo8dqau11_^5C4hFkbC2R|`&L3|}MpWdzd$J5Wh zZ~0?R#Y8y94jVAqX$v(8kOpywB)?q(9uI_q$-yTJeEj=~03an`{cPM68$9|;u3hy_ znoQuq1vY2|0R+f_>><4S1Z?CiSQ zf1qi6#M~^6kC>bL#t!Y(_#CK!$3GXHW53q;c;F+-c2DB9zW|@Dl{nV&0+h}DN58n9 zL2eZ4S7kj{GzkMO16?c*m@<830(4{slm47N(yp#gVAK^e1cBBYWgSQM~!8*q`B=&Imy$m7} zOJLB~Qy84L13nRLOq7&S0(pzZNmpU&2}3OLOn_ay)-N9RP^UGl)A ziN+jnL!fo|@z4KYTcHdW7~ED`=ITi%+MwPdX047u3Sa5g($O{jz5@aHxH?BJ$^>$z<`f~)7v;#f@KcS-f?@saWZuiy!2vdGK zrGm-IS5z6KokZrP4jcyvon(K#Wh(q+XeH?v6*a*-sjjQGni@=9j?1bS_;km|N5CgY zTpQ%->IFUrBEs3pGa+a8Ti~;FUAe8nu}!9~f=v+;LkZ77r0TCPZ2G19T3~;r-Cpai zbe{q}N`@%mra}LaIWO6m2@J4A|H!#E6~2+d5awx+lIbK3Cue1Mmlh&$C~oW287=&^ z9iHKa&0HY>#4&G@YP*gAp^gBL-zUHmkJ(Kn0q1mSLIO<>_k-_E>d z(Nu4~w-$ewv6ezKk9d%rUkSb#(ZI(Ic2U}ujzCD~8Z(@vF`q@37_>^!B@SOM9dEx+ z;7h==qu-3)w=2L$nz(`ar#WAm#PpFk&F97f;eCU|Lg8 zvXg}P&7Ur0iS+x`3rkBK05&n2g+`G#(occRuW3K24O7{ zLoYZbq9dRu_~dr!&prTrbQ_xS>durNK_8JNt^%4{Dg0RZyA#1FcDb{k%M0E9LnnaHah3R(>hgf!sqtOUSE8juL^(O~RB zPcmWE@tNe^B3dXl_gKpxe+FDA$JxRCGi}NlU$SRj{*Uvgse&O`&t41g(Yg$d9@UEe zsaEtaB6vfZ9xAQ-8XvB~bzDv(e%EQ;xB&s57hYR}Lpki#n1cj-5;HK{r70TZY*=$o z#~~FT8<{Y=1$<6(kvxj#8IT@0xa!)G`oyF|#A9@cJ}!{i)$i{L@KHpcG(Ph2NzEQ> z{bDn1)0Rq?`k<#ZK6UWV`1h!Hub>1!0g%6yG(Sq9t3JVNapfn!zQztdJPD0Rv}xD- z?}XNvV*@Qr1emzc@eoiC06V^A-O~7o&f(0c648D-Ehykr0BEPc2hEjO(+7_vs*w~F zhxE(jeU7xN{&*{t0`=~hrMXr;s9wq{E6|J)y5359ipmmdV@Dc?NIwZQL7ddBrTz7y zKOYFdM`qrg0-yC|y{4`M1>|(}9Q2F>0{Do_ryRyo2~dFvmB?1`$?ejgeFFF>3%A5M z!k&m0-Jw+b(*8)$m*Zz~)s1)BQIjvUgFZV5pmU53JL(H)eoldLS&>ozlum(jCIPEJPs(5=V}`@w<+J+5m49}LGv(W)=k!E*dT;XWQB4T!G&DE3_0EA$*DoT0#_hO_qq zpNt2VaSQiux| zuc>i7K8se>x_mqd%yz|7Bfc7$Zk+kX`+(-YX>oL=x*@J7{mqfctp!v}rfB)Jm zSoG%m>+O4&-Qev12OXa0Oh+;y^(F6CY%=u%_(?+(AreSe1|f`z7#WZZ2^)SX@%RJD zM3a_tE~JC!VRlm3?8zi#Jdr{De4M0lIOe$ghIGEx((=gnCwL!9tQcrFq;b+qcabS9U*AYXy z`bs>6k^j{B%#DPS7wl9)jt}rP>Rwd=|j&ce2A9gBC z+v6;2)G7ArN5xjK-Qeu0v(-e!uG|E74=xX$$7gv_gB76^>x#!G+PRtSUgzdd3FdK+ zNxwN@fY0WVs<6P6@Z71e*5J9<7u}&3ZQi&O5%@YH^GiMVDk1;yoLB9P^S+JtCzFJk znIujmYdYK}@oA(Wh@D6R(qlu`(GE7la2zmg`fE3acq)OlhKqwW! z6T`kZ(iiA_fgFWxYrybiUp{iCJ;#q`*YX{b5Lf=9ekl_eRKx-eQ*joFAG5~+h9(e! zHqeef{!F|6=G$z=y3G#AX~tfT=W6ie9RVMKp8xAm?9+SS>rGr{e_kLP@n zw#^s$_=q`JK0YF66p-`-n)k`s73bpi;3N98fQ#4YM6bQJM{DuB_!7Ne+j|oD$kZi` zPa00O**Rludl{ydpaX@fS0AEFXSKe2$AYW-eju%%+6bDzR&tWz&(eUOk-&h8(!f;V z^sD|c)L2(sw9)H^Uq!Q991_hsPe}C=}F&Gl!l7PY&%Jz~2|rRMlVV5SYxf zh>qhOM;Gl=NyvtzGPKtA4u$t8u#?1uBNqR!zKJK`t3$*krf7j;fh66-fRstjxnKFV z_e7ulXh`zKD(*A5IGkbLItM-Mj`~Yr~ zQ2?M^X0<2S5R!^&wyW@VakB`x^odvc2T|#3R*%^Vtxlvclj5@gk2C-}Ux3HWk~OPk zuy6!>@+(3kp!`#@BG6+Up9zT`xr3DIA{Mr3kuDB|Wp>Cog@jJD!(s;!#-2|C%qe!= zpZ{gAzq{C}?Ipy;4-*J;z)!WJwmis*06smpH?go8EFSE%U;E=bS$73|6jUTX3SZZ? zs1;P#%hr?<;dHEHNLB`UX~a}tsz(i;0zZnhiUu+tcU!>4gDI^ANZS_yR$tm5bEz`A z@G*+Mr?94n_wBYr8Xq|~%haVrrE+ebF!@wxZWWJDWC>tNq(4QD?5V8?8{2{%*`EXe8k+`tMTbkSa9H9oOZfj z1D~a9OH9CL#kwuFX6;*dqmK;-3okM0%2HLTOS^j<=-I3TM3(01ts?A6R+8M zU;3fT<#W&xgP2_oV*q3D0*DBl1Zv!1=IJ7U5Y%q4Wx$odR=%zv38I{K(fVXDt7VW7 z(2>KRI7I@0Ln2F(UMeyxJ?})vFr5yYt{j##hoHj8LGzG)*?_P_J0f+(5E1~NC~?gG$e_y=zIVK z6X5t*If0FuLt2EQEe$qo3=Ylk_#~u@Ss74?=1gEiq3p2$%w2JAjs_kbZOcJDy2PiW zk?W*HpX<$z9bLDheLDj_E~Gb;cM0(6M?}%*zxWMT7d;Jp{2SC-?=tuo0X-i41na=> z%lQED?)4qlW@s0>PX~h7xoqV&yXD^x+sS8r)eaw!>$IbN6GyprD~*dn$EBf+&%zvw zFPiex>2pFh!2%RzXxBbpbWHnH^c_zPq3!3QrIl4^8%f#Wzz%>S6b;HdOE%b*H{D@lk3AcIntTNLIA*Vt z*dFb`i-f&QQW--6u%j7o3{gpPke12H=jl>%%hVk5;*dMb1DpiN)O4+soMT*3Y7Je# zf9fc{Kb+9pApnDsHhSV|_N^cM#%4YBl5HsuB2p?*ooF^&3I9lSwK%GSrGaUBqtJyw zPP-yJ6J2ypxJdB3gItx_|DFOq8bazxXRU!$pi+ts@H4zIUnMuzc*mM7;G-xi2YfOh zl?3>>aORJpap?$*BofUfKezTpdCh!je@x$T-wXL$b$Hzl?rUejM=4T7V5q3B!~193 zuYPxftBamCb@`z?fHC@{ciOhdmnGO2ob7-rln2t(X-^gL?$Y|GU(~Z!ztSF_y9l-O|wJ$58=H*4hmUgN-m_402ukDsgI=Pk-j50@KY1O5fJh~ zM<7YZqR)wAk`Yg2R&pNwWhng!;?bD&an>hkINGFPn2?8A{^;ZEtN;5WyZ6DzZQ1G# zPUER|ru$W1GI19PKm<=m+Y1360getA?e?X^6ZY)ReF69=H(oFB>9OJe(|cjM%6<)e zmaN%ss|(9*>6%U0$i@F60kZF>tdOvCv)1rB@N1CrJ2Kl<#8*U1q9~+tQg&BYDUTJA zE>UGeS%cj_=Q+FR(jVBMQJT@B-X{;%;Rz#H6Q-O(a!XYE0ziXDo^N?1!jyJLnjH^# zq}9>DAZ`%}aRHwAEPN#p=7;njXrJku#kGbo2u!r0<4&^w_l+Oh9W!Rz>J4R1y)6~D zhAIytA^?kp8)tcaDm25em!DsR^miQ56}U?*i|5+^OTarm-sY%N;)b2yzqJt0v~Zj ziK)7OLY_VJ=re%r_OQ|q&3@f^z3i}w9r zUTuH9ZJK?!tiZO>n5a%y>hRmqL`IAL>gg4|s9bT;_0iOXSr34>!{R}Y)}O%AS^xPY zG(L%FSvvwguP@%xtMU2tLY6)A$wvcVMgm|)+Ceyi_DurR;B0wh!e~1@4v<6HGQ4e8zm+@OQ9+onE_W@RF# zC(IlG6gjL4_z3iY&-3X-?Ynq zf0NyI{~UYvt%aChwplryLj9tqi8jV<3nVzg!In^Op-(F;y|e;(#l%L>Ut3#^W)vSq z!1zv=a9`Nz8GH0VXZ>ey0iW#Ar<#DzdICOrOx#>qBdwxyB&LJEUSPW&d+d+DYVbRu%SH>Poo$CsMGl8Wytac93sY$Wq{r1Yg+K+#EEi@9px66KUjs5cSo9y@3{M{Y9bNXz1V*Z=%m-=S(zo;v8xY8bI1c z<8zwx@d*Q;o%;CH0f?f)*;6s$6Rqm0If67TClQE2@?p$qa&DIv9H;fx^dYA$mq37#_%oh<4f*_zFqku5ahgHjmLXi?8#!Df>LOedHLr>**M%r(0oNmRaJC+y16U6TduK4Y#uR4%0?Hd%kdj<1%c|!I}8ERB*~q(Gr_hm9HSOGUAnr*&c3WyB|i)KvS`~E znR!Gasc`8D$DV`vXQWFQD{aaVadL1ypO9!cld{gWtkg3sBONF4bfQl(ML>9_#n6`f zBWMTEKl%bn(&2weO`2q*Gf%Jya4(HGIM0qbbeK&!D9cX&OqQK{=wSQu;raFrv~d3) zd^A6d8E=;j7;is_9dG|fIP_Qg4zsh+KAdp)U>kS%KpS>=f6&KW002M$NklFl^nqriCTNBuYG@~#o7 zWBcL{=reUHrIj|d+nZKHhul}$&3Pdi5t<-4IiTGX$p?Ke_%7!~$%ycF==-fvlcq@P zj)pzD;>TZno#{w^x@`*-MKX?A2w>_Uh6WduNT=4}L%0VgTad zF$Eqnv7)yvM4sYTmoemQr(Mk&CNt&HmXUvwy}cA!&p0E1BdyQcEgEO4ZN&zSISsaW zZLJkEG5*z+GhCwNQ~*{0d?JynBJWfbtAZ5LhC(C?@L_yuP8u}1R{mv0mV# zHsUa8R82}#fG@d=p!?Zx{zzza4yLZj2xXkY;Xz6sd_Ljq=iw7`7N7^vF3k_XLZpvk zR*r!WX#kUh7zC@LesXe8u{^$?bHq>^dGJ8{9}>^rc*?iz@o!#jE3TSu1=q~54cFao zTW@^W%5Qqas&1O;O2waMS{a{<|MZBhymq?1`t!fr{a^pBU3JnWc5%v4mUU2urQx>~ zA9s{xW@4&JhmR(e*{#^0Q_wVVZyxxh0fJHhK6(aeXX9|xO@wGtk$H&&Cs^)ian}sD z=ihkW`Nh;wFVbN20v{hrzT?`15UnL|oFz`(P#>ZT`=SAlG*3bCpeX<{`f7ObGDGXo z5`AeeH#`W@y8YrbM;*zCHv8IttLxAHH+zB4rwS$vh{%}EgJY#p}zhk zfKP`aB3fW+n*qcNB?+!*;iY>N_|dFMU`T?*} zH$_Pu!%O?$^`AqtKYt&(mq1VlYcIt1)phv!cCyjceedLJZnxfr2cgm9lm-=V!khox zdoCpTumK|-Ka03@V$q_+W}J&t^67vcW{sG?q_qrEcmO)!M2bP%Ba>1FpeH+ZqK(9V zWYlMK>_-#7U@!jWR$KeWhpgtGPg(VKtgnC2>aKst8gF>ens0c>l_vJ-bIsK=tl_4I ztp@N@!spUI&a|Sd@3oh{agF`;E&|$IFJFp|NHAo)9Yn{>;GtR>ba=@PIO=P+x}Lxc8iw< zTKj`)@cO(Pi+^_gUa!XIz{3NdnkS;|cN_R9rG$KZesjYNlg4NDX0uO1=H*{Fc)n>of&S)(u=}Yu}ZHJ{+@QcB9Lr)kj z+@iNbz$;o$@l-@muk-F-h@-FIi#S1m^AzQTae&!)95+*A!G%%ye+gm_s>odS3m zfHoy29W^`}9_5L0nZZ%pD;cFgk1wJM$R$)fv;PPi7eC4_COiF`*W6*%_dH`ZZJt&B z5m0m8468?*qf&RxRI9!EZmYTGPOH9}^C*>924(x@|2CDn8}2vz`y8vi{(gJ;%IWr% zQ@>-w@f{inV{m#R98L+xISrHpJ!pB-NX;N^PdYwH=@9J+_{gupg>Q2|V%Q!&;Z!^5 zh!p$lt=tFCyty1s8P;{QLk(=bz^CJW;=zeq3rKV@$?(A1O>XFKfte}*LGCM2ecJW! zXc^$l)FFA$LH`fr0l&+lzU(E0t{YrC>I}&Qo!}2@y_@pU_c{G$FYx))z=Q+uLFoef zE$~^ouF?7Uc;K_DP#M|-)$`r}KG7h^Z)^WU{iw?1rJZ@SBx|8%!CUVo>xUN_a6ue;ltuDuKJbGy}E^KYxU z_SSG|xoMg;-N5;rWB9e%4fmQ|J4x2+rbad znYN^n3IU%CK$?J027Yt$IZ{f8j6BS6!vRZV1kWFPysaqQ>YP%`A;b~rivXWM8yO9h zJFD0I=~!3or?cY@=%}K6#|i--eMfaAkP`q$ky8YpwO>UTL`bByk#K#A>)(X18-9GQ zw3h>t1@5@kcoq5Y`M&S27Qr_D_k!PvI;i_qk*zI!knNAL_&U*Z^a7s)4-b55o`^QT z+rUQ&Dy8j-*7&R?d7LypOL1!MX&;{@1q}}PtSqW`8Xp0lay&C#|855YK1Sc(rBgky zX}=C6ilhn!A>{;?92Mn7D;tW6!l1;sru+z96`kh=VLd{!o_RT(I7Wn&6JA`Z%{uD2 z1$w+(c58k1g|B%bwzt;1RMDNB)YW}=@>Qx#v;hi%7KvQM;oDcI>Pzit(Tc5h^pr2a zNpI&dp zw?Ayff4t4MU-4&a{jYTzjY0 z{oyuiMiW%{ucz#}yI!#`p76gm1WnJtq~k3m8J;Gk*H9u(OkPU0;erLwM5PT1K#$CC z8M!CHx;@2mModPVm1I}n^e?C7kyEptS)fNI6+dwM0o&JiXZ5;29rMq#JL|BfM-7E~ z^Vjfo6#!{I$=;+WHR0MD|neqKv>#pQMv>ed+PLAkW{J7+cG{vEbk?uv>CiVo2 zWP(1Z@D=xxwQo0;=;!POKA#$xaNs>CZU2A)J}cL6w=&2(B)ofC<0G-6aMb9K)Ub4s z0FodQpS}c^Sk(v-wpvORpG(o=Y$Ggf8>~B9SSti!BZ;^+Ku)odLUwH1%)YH0+YU=l zDd&{|b`*aLTdf020#ABSFUYiJmn$KmrrQVu9S?Z?np3?H+godHp<7E=_ubjW1$+X~ zBjDqU*Zu@m+en>OQuR08d_R6XlSu?i!pXrnE|c6fK0~Q20^lQ#9BFyt02(Ta?vn3M zTJo_rK6{D{KQzN`yYwfv<<5t#;-Ay3^r}B&wu%Ni0z817tN%{9Ib2%*1lYOhcCZWM<(m+KoZlCstO1s0+r*^jO`<$M$7x)}_c;Hj>L^Sel10T=h^V=Km zHEDd-Z24p~K8x4Z2RuO=8l1+*10O}^d@{f%AR7#ZNd%Dy_C!f6wX|ks(&jkw8`c6l z8vrybHk!S^$_(z1(kEWB?T^1;n;%grIU(Xrxj>_PN5(I3VPO8*8Wap*}nS(kcElFU0oNnp^4C z($#%;cJXN76S$blWmFmui8eP-GTMO+DVS-Skf@`^z0xaoxYH@>&28 z<}GP`>aYHXHC*)%YrNtXtH1IVtNPtv+pUC}_#5OtGuDs!9 z$1d#KMFpl+Vd!X6O=K_+fIw&Ux<4K3s{M3!+_e!`PrmmDz$dKXaoQakk<3(@{Aj`= z608dPt*F5Tb{4HQdvCcly!L@r%zxdsJpR0Gr0+`xcv(=0OmK1lM(xc{ykKR|zG1bm zyl3_Q`H0C8Kxi8iqcW}upOBL`k_Q4oVJ%SGH^PxH_Gx=$*FO0==>N@BVn7!3Tz8Go~jv7G&xY&(4YsfiI4D zd{z`TI1)qg_$UvNW~eF5PCd_p_0-_ut9z%y2Q|I@bpfv0WTgHQAQr)|r_&$zN~ z_OsTwbX}kkk|s%X!vaGRfEva4*eb0MphsHvI%b>>`~-)b@bf}!ch|dDb9?SvUEOzQ zzZ94#19O)LJ`wa7m)y4~!G+pYQcfT7<4faLpg!`-(1y4!8j4R>1c&G%T*-)7jGf171r zJ?RHFHVdszU-(VP;gy+puJtFCMIULKMqWtR`k4SA%w2hCe_&^h$vE0_$I_=rw~(GQ z)=oS7LR(o-H(SeFi>!R!tF~?C0^2;}30Jnwc+yl#?tRM2kq;F!aDETT2FZakWPs#= zmj#jsk_GGUecXzfG*!R&w!sb?XoxDM0pcF?LTk7OX9D9R6S6u?Y<`ZUcif$YtGjj* zFi)#C&=BIks4e}*Rv!J;gfBnZR{{X~J!azN42f;vZF_;G+w5`GCHFzgKY zEM2qNwle!sr&h=8*+p|=D9oAwJB{>mIVs8qN6dFcuxl+Tu&ViQSlR3sY|Fg?&?%kv zgjLOW+Uo9`Z}s=ix4P-`+LVTS=9w?<80Xd?1gj8+mA)VVD;@;=%$#omKdWcWw~|-h zRX7fUj;EGMja*(%@QIKnR1xB=5%7^Vtey?kQCGmBtK&Uezg=IwJNFj=AN>uqb^f~s>M0BK&drOy6v&24tjXObKMO3Oapl2b8tp=C+L^yLTx;rNNep}21vLQt&t!wyTDXoJQOen0RS8w}llTs9m)BgihEG{_#AH7Ar(L2W{2 zTPY@ji9-b`6nq`{HHUkbPz|V+Fx4@7e$aC8<8i53q-l}H#cO+Iu12%d@Z!5xKIaA7 z{>U>-Wae4veNS20w7ITSN-i)Ns-E_w)!y?|SO!QINDkCeBnP}KkUXfkZypmP0MLC; z+NS&F+QtU~PfxrUXoA)we=U9I|6K7qtne6?7>#ItM-i zJ?(*y0Q$ZRd{!5hI_72`vlsXrNPx#b3oo|EfR9pDwAc6u_$*mlyGMYJkLr@fXIVih z`MNgS=8_sZWO%%1tEU!z1&xmbJ>t|6=-E20&D z^7c7afA>??L^yNHG|JR@)_Ql_Vt36mUv$i-K5ebjp0;MrZ6pNRmFZ7g!@bW~722Rp z_da1o_dj79Fq3V6_H_rgoIj9eeBNnV5(==RMVlJnYH?oa1wKK2L<69JMKB3|AzIA&9h_@TPCI8P@D!JCv8PS8Wj8)XQ53whg@Fgp!GS;`T&T;44VaS zPIelapT0wEX#7aKf{rvaW!UZMs9#2i1r~|kw;ipgfsn0qVUHI6$ zgla&*r-F{r*`9rZW0R>`DeS&_B8zR=1ad)_wRGsm{xIm=1_yOnp(waU95 zx4OHYaHa9CC#{Lna@SL?cp0Fzml2W|(Q=>xpwx8#Ggi+;s1nW5wrR6$)6`kE`5`7r z3*NB0w?9Jdf}fx!Vgh0~{HYyFOI6K%*SNfQp@-RxmD)vn;G=wk`VH01W>Dd4A8m6Q z9|w9u%+2qkr2f$r_d3nwz5sm0cHWW3rx*Bmgm8eaX`_1u_;i%3OJ=T}nYudC_z3tc zE~qgNe3p=}YZFexUTx2__1q%CA@i0rJ#ttq*l6W1zwLZ=Hr?~MZNK|*YrOwiYnm}1 zf%UWlJk8VRyLBBxt{NcJ%nVPZWol4b?|u?N7b!ONDQlhfRQSB6=}%cBrHR>JJu|+R zN1ii#@>Q!P&(PX?9+18J}jLAxB3EE0HEj<*n_mG$vgg=MsB$ z>CXM>`6Z-P0`MbfBas~xX@Y{pmw}&;TqktKhs)Mk-iTxD$e4UfA(|@B1j~kPc|`I!`|lIKWWW2`FKot@ zx7mVQX4)(NoMms^I>+9<<0<>_o(1-wJD;-mA9~4NMDzET-~QDuJmV4@k~0xZg5SSML(40kwrH>Pc(Wlk02Jw${+1ik-dRit*Fi zeE(CJwdYvbJx^EzAf@?%`K}Mw+{Hv_>ReYE0YXhvpRne;pK$%(kO96(9!NfTS3vUF@x61c-~mkOuc8UwfWxI^0U*Ayp^pBK<2rXN zPqywXdgh%0AAu{mA_(}rzN{ulR{`*OZCR^%;4^^!vM&Okgn^S>%8Fj#bASRK|5&uq z9tA$i(IsCWpR3Dje0Bx+$j?U%xY%D27h=B0)~f_(M1+km3@n!rZj+!KZ9Hc6ynyq}j2l&mhR2HoKGA8nZVKfEw<>+=Vdn zLd*-b_5jEOAAz41RNyMjfF2bC02!dEi7evv%=l{2`V`;)xUGJ0ww1ny&3`jq<^n!) zv}QKi67tzly$JkBaCHS7x;nlKwbY}hbm#u`{HhBTZ43Ma&?W+Y1cDk`>Kr(r7OA)3 zj7J}zZ~0?L{XpjSnAFJ*{AA>uZn0>9VpB1Hkz+`z{CI#*EP1=6iHSoaBZp@>LMNdK zN=TS!G5v>GQrrlbm&e5sphKD%fx2nz=fl^@b18$JdAlnaCO z(Vw%I-(8GL7|@Oxy0U`%8fai()IKGY6^n51vhx~HyFsTzJ!wPsV+vMp+m43iz13Da zo4^HRfdEexpr&p*00zIE*87kP09j398ZdFGIM5TC014=*-@6i;1a$;_n$aLN-u0+8 z-Tj!g0IXVP%;maFj4+|q^1G!EU;@K2y6QE+PZ9hgaDo~9Va-i|A0SI00l44YT!P*L z@N=3Y^$xCyj8VNPNoiqeiz!#v8_R1Q@Of=HpO>3`u-@#lEAJyo>D~uEiqLGY@d*Q; z4Q0KiE)Nn8#5L`-$AHi3;uZ&Z+5?}(Yic^o&fZ?*(;oPw3^~OmDeVaOtXN-ei&t&3 zbsI~pny^uIz#d%$D5TonTnlN3}W3H;3 z@r>2r<5PzKtV2Ml)FZG|oHj=qolt4Tw(qy2wLQ%UPzQYe{TSDu%{DW~2PEv~5)Crf z*3W&$ie7pRhf2^P!p@|Erf6`Nz!Mv<1XfqTp{wIPTEDw+@$TH81h?9ViniMVAL`7_ zi)+~*)SG-?>Isq4_$D!b>pinAbHu6kS%Axt31clS_j5Qm15z>}HAEBCH}yDx2uVTn zFn^(i5g-|W-%rw@^8hU8TS~^smW>uDBVCNkM_KHEQLZF$EtNQ&`1|!8ZV4$9EORjC zEF!WJ2cF>af5i|+pMcO-cI*CVnEJvi6rX#(CFEUznT>FJe#iACKv>=oqPocKm6|cy zMvXhso_^uYAQ7qBFHfTE=2|y3*D;7|AMJx@6$t8R3F<1SvyP5`>h?*!EKQH9tCGgC ze3O+w`I;5nIn%1|5Bhl{=IMF>PN3ldu-t=&2fx2s9GV4)WVUjqt5Co9lN_ym|Cek~ zk(`jsXqJso-v~r`ZE!t+4 zwcS6L&pKDe@j<@};nN~jQ8QVB_ zzJ2iUqgJzW6~Y+sBkfcZ3T}j+26)Z)6phgpaOmpzF4R(wp3z1jT?2Q<>gMc2hm8%1x1=GJ-42AIinGEBt9|}`E2f`rVM0=a=B8fSTKx1pm=WkvsYOGxvwrVEPISNbvO(G$ zeXov)u2wX>_5gAK?T%sMGJFaRAEKr^`R%)BS;NB%tZ4dUwst0_^$!;#3#yOrFya(^6%L6VZoj#4suf{F zURqRZ9~D%(u*PMD)%M}at+u?V49XnETS>S}!=b@mgP96F(hDrDyR&GfhXZ2`&Wr1a ztSAA;z7^O1fW2Uiq{A^?GV2sUx5~8 zc1AQu)19chDaJh*AgXl6Y%98Nwym9wv+V0{S<_Z*{8C3_+ZWggG#kO-))jE*>Uejm z&kvs6S$F6DI{MvUB%`j>PC})$5>m{{GFNYM_zlE-0FA0S>(|%*!?K1=fy3u0v^__o zIzI;Bb26Hl6D=N~(ht*CA2c%kae9s!bO9!+^C=fNCuq?)$ov%#`CuGQ(sEE%n@_?q z*?k{VRb2MTF637IP4o_0#}lqTfbexkmIx4%Ni7CGp?+k8PaxVXE%yW)I0T;}vab)$ zn`8+|dG-Lae?|3`5?U=tBPaK|`YNaK@tPh19%*_4(4!jKafztXt-Zda#NJ#{1K?@2H&(V#pdu^6)P=^UE%1p3 zK%s3BZ#v);a8S8$_LOmiv!6mZd$9{=ci91o8{Kc|_f~C&&uv4UE#J^&q;0fcUOB^J z(ik_G1jzI&6LiqOFtg#C*9&|;Ehwjh=cJvs0X}EJb=_(ubUG{}nUZuKd%3R?MVg*?RFQG{CVCM0KsAAqw!Q$j4{l%1X-{ zdA=p4%jbaxPFSw4otza){uuI6NXJYNmyIt2{5?szC&J}(f*sT^$9@5~NudKimA0g? zhV&S415rL)T?IGbb~*)q89Z1pSC=cFhA5_GEx;jl_y85LuN#Ycd1<{>zw`l|8qZqo z{m)tJ)CFi_o@eIuB4C7p=H3NFUCg&?oDLO*RZSFzOk7QvyXuL|s^PPWGkdXL`&1OQ z)xP*+{@iL**k$+4L>OZ3lHkMKW%&Cvu&x9IZG7};TlzSfp>o390X|Z1OF+579l_Tk z+Wft^gzm)OQHN_e*>+a;;_W*Cq`)0DrHAG`Z^Oo)MzYUA^obKmXnGdruVd}V#FOmE zRHyG{9du}{KO5q&<13k=c2yk1TB{50hp^);^X=C!wSO0HL|{r53Gi9TTMJqREnq_UX9J^)f@UL^7pL6E4hVtprrq z)HxJD51QZBX)}>Ov#s)BqCV01tb7vLw4Hm!?@zp5-Cxv$1CzP7T-!pfNcn~M#m%YA z-dR=UfX{zcHrhLD;cQ*eVjpcV``L9f;qi&~@#z@&B+|yy^XL);#O^LvK5;cTQ=0#%3`Qem<%r~YBaJJ+0TAI%?6|%Ph#G406cK@s82De zNKoFrfzqG`pJnQbANaY}^kJtr%hdJRn86FzZmQ_@@#z3B95B0Rr~3}@VGwXxuS38m z4Fa|ufX{$D`{`A;hJnxG_0@IBi2!aMlOams=Pp+c zAJtpCvnWIqlESLjKeY8|TFUU-X}R}#1kikh9YW^5=P^ma*8}jWA(EpO&J77EX>h!Q za`W_O%$HUKkG#-o_Q06r3WD)53d;^ zcIV%N)<-iw4SIWXQT2CKIs-jAwl^1z9h%*4uV(OL{hx*F?9}tVX$KuXkeptay)aY7 z!10ql^a9Js|2#nF6gwj6B+OHgrsZO$BCUjcaa3a2766jZj)0F+O$gWs@W?4zASiXn zS(Z8cJi^i8Gv*`OWnqxMnE6RKd-f@z4Ba_m1R+iYitE<}ppEs5_ zhk;N3406e7vfHKvCN8%Rz~5cq^V7?x_5z;+2C3}f2cfOD1wLQiiyEJHz(=b6*sK!~ z`XKX=#^>PJq4vYe|L#m(OA4#Z10Sh3#TdPCZ5gW0N-HX>asppL$)sFlm}Gd8$w&QF zqgHqOy?_s+N&N@QZT-VADoX%8{Ib*Xv?!A6;g`a|rxxHNz6}q0Gz&BwofY*JE_bu- zoS}EJ)^Qd89ULNCrZdAs#Vt*b;XJA9%CS+i$->8;wq;Kv>_WiD`Sqw4oC7P*zn2$P ze^+H+2R@qR3jAz=l~?4vn_&_7{?Gpi_{p)uV#Zi@{@Hd!{3JWH{{#nMQUE++tX0HU zTK)wN=t%3MlE45UjZX|r<|+a`F*raA06DD>rmQ29jP1i|tH>WA}lV)il2 zh>t_dl*@0&+2~0p*f0KY4enj;*`(L8vBPaFY~)9@j5J{(1sGwfN&GqSGWNqKg6{TrdRdJ1KYYU75|b z&z~3S|C#^^0J-ZsS%M6}zsG5OratB-M77*Y$s==Z9l&Sp{1*e@qsG9?Z;;xrTMPPQ z=Q9Y9#%xN8L`hhy;M!}pHraocm)Lu_G`zL4)}--ydkua*%bJ|2OB$a6nXvJ<0X+gi zy9az^=JFaJnYuIymZ@uJz(;;_y&9iA3?%lq%h6VM06zUvkC~p7cSg^ex<=uUiJyYP zd&8!#cECsW*!IBZ(D-5YZ3Y+l_z3tcT36)&&x(!BuE8%_S7D3RmtyzbW_3KA^gSYK zS4utkxv&ucpYAFQ=m@0`rK6sof`;K1gF>Zzz5=-oe{1LsJ~0d^|N;N)3)JlLRo9%pew(Q5M6yJ zlwAYg-dyziU6p+u_*4`9q})~xSnxcXac)rBq$i*K&?bHE%dk9Wp!J!E=?f=gBD3O& z;u8C~N(|9o%Bv-R9Tja$L*$}N@Z*u0H$IaL@Tlaa?#~#Cc^ROiYb0bd86b)*A!{Ol z2OkDBJx9b3#_@Tyef|F~vu9p<756hi{=fuLRTrcZ@bz8GJvvtpw0^z7XZLzRpi8dh z%YYsN2dtJ-w8e_&K4&Zc{Xk%blBS19EcI7~va4ufBGZ(jwPXSlRfS48gx!a-YfU)2 zE1`YvJY;~b7ts)ha@ncU~!JK)v`7LBYd9{;$EhIARE?t4z zk}|*xNY}v==7G<4szGvDz~}w7fSy%#4*2|Mbqi#Mjn29GlLS8fQxt4)b{kVyFYwvl zP)ZNnFYR`p20n4wM04due0)BeIKsaA{i_r};j}%A*VQ`UBaM&K`rz~P5iHIh6>PFf zyg4-s37ni6My2ft0UyTy?kytlkYgiUKIQK$v{m@rD1T1vqt6HScm$gq90f!gDJ}#Z zTfMXULue?#B|W;3AL!=kNI<@H43Y@71^aC!6^+8f>dU%EhIWzMPyffAqi2L zjRqm?0r2rTg~ZUiHy1w$cedV_fsg#9l&ej3t8C`-oe|JbDDQ@?jgB<;zL_uC1z))g z?N7clfyJa9g?0vKV*pD!S<;o&U48~~vP@M37rqC|`knybQDj#tzB~PsCpzs>zoes? z5o@2Q{sBZ>CoyA;9nvR_fPj(qoy&e@FTMEzfJZ}ea4$+bQS07+z-v{5A4&sM4>EOV z=?wJfSnsm)8VDSE>HpFqi!uUmsoY$R?<_{^^SBklv75jcE&f6dWMnBj@H`AD66adKOtM5vTS0G~yW8Gcl-nNC>ez>m7QI%u=}dqN{^x1D>P z*$lx)q>qG3!Mx{f-9too;oMj?^I1aH$*uFy0;_!pJ3PQg^zssR0r8*&A)&7L{HS;^ zpI0$}XT|-G*xGsXZTtHl;(RS_ z4=oWJ&QECt?CH01XWu0?ues^`Hy}PzP06wdm!lo{Tv;XwkhuWpA z@V-7D&(zf(_(Vr_ZNTijGvFgFYA^8FUl2+U-6w6f4e&V^AD>Um)Ft4fSuc@d9RVMO zGb&;w4K=^Av&+xt@T4(z&LuxKlsW*PI)F~S13m&j+7|F}zCVR!*nLaL5*%nc)JYqh zikA&KX?In!>eeG+oIg(h zeB|jQ(Br@#Bcn^GNLB2u#ep*2x;wOBjL9T$#jSK;o}89fBu)9{rO8E@Wg*7ZH&bvkA%}F-;RvUwLWoq0GfOlphs|QgdK8Zx_!2P zru9w8fe|_%U^LFAoN|%<=BmHh9Nu$Tbt6g!QV`IdgFy&ii-sBkcLKNmIvj81)Go9y zM&=r{lMe86z6QTu;6v5y<`QUp)Iw!Gr}jzvVf7ScL??Ys>C6AIO|uq|g?+wNJWOOK z6Q3YrGcbFJi_3?oYwf5iG#QF2A~#g=VeRfbCOYc(^6wGwacOYi4pY>Zw7uJ*E!arZ z*xFf7TG6vFSmolS)=~_4A%vB!^+8+k`Pg>z(cRb7#?`jHiA&&TV_7Sc&I*7}g)?)# zySCBZT7}jJ;G?K6IX5euUBE}FT)OMyvt&J40Yc&I()e@)eEKC%X=CbgG%UTqr-#tQ zeso#dYX`t*$|vLFLH5Pa|}#i+0ddjp|=DEttVxG%I2}P*tn#DXL15FWRml45nynr9J=J2lg=J zmw&qDZoBN4SJ|cC{*is<>;Gq8zVy3p{qx^lV}H2rFLuX_2kn)&Kd^%0?JkN;gN?4E zYrCYgfSS5y`SD1{Bi|lA1A0_6FgHWv5HK;r$_!6Wy_|eldV!CthTZz3n&z!j?@WC3 zHWV$1Kb>PorjNC*Ewpt{zhFi5$<4DD*j8jf8K&@Zz=`;~JlKf_JRe8nqlhjsz*iAC zQ2|}X_J^Lf&9KKSsA2W&dA4LOykW~%fK1T#Nj}jwOG>uULiA7aK&@x@7uWXqdL@@u zYf>!~Y-_alR&KL**8qG7GfH^tbk`{CEoVhUPPGVkkRMiqY%>gIN%e|>_-D1aW9CcM9CJFuS=D{D~JB zfm^nc@%`OZbh0&7wsfP+Ty?e(XJ>(*h3hL^gx9L#8Y6G1DPg&6(h9v)r`6!poh6v@ z1%rwcEDS!*&c9)^RlM~9X(JZE=)AxQJ(<7C0Vq{~pK1h@G&BM<3Q?8Hx-b8N$;+sB9PPepEqdk zcy{2_&(-AE7AgTtGe6L~>{bl~z{i`ALz*9fA2D7#t}xm~WsS8gU+aP&Rz37M0TB2B z0)WaNh4<^h1(>^nqP{N~puX=4{ok3e6xOb7$pp!VkUY@$YT*vs!sKZ?K80Iny?`&z zQ?}%R*^aNL;-jV5oluEOCNcSO8Yx;^0E-2U1$=f-0{T9uHY}N{)-T{wjBk%fWZz#? zPBd2)8lD;)nOj*mld7W5K0pC2BExqJ%)a^af49rk)v>8d6W^G$ zM8cqxTFDI1oHS^1$&m>|7WO77-P1^8AG;oHwnu@_68vzYfseqCn45==A*w3_bthrE zsht2Hah9ayoelt^ff5Z9iw{KZQRmoN2&@(twxHFi2JGPAys6O^7UJ_$1T*x;2KJ%( zDZ&i4zS0V|G>Bx`4K%EndGBtw=gXl*z(>xlN@CfS($`inm&r5WN@kr5KMzHaKHuB<0wVbyQB^8`>htgd$8@s~(wWE08N|pLpI%-olS(T`?LSepjLD zGQG(JM@vyrOA5^0dj|MOgb4Jgz~kz)J&LgXU@fHpKc9jIdvAR+X0FCC@Of*MG(TpS z{^XWj^6?SyiNo1n1i8tB$$>ZM*f8)}y}7kZ;PZoD{<|0W>|=OipSc~{ZI1yTF*hqK z`)UxlG(KMIBjA%iRvMqqfsYWnfR8v!K;$l0S4`G1mQC)VB}J`(o_Ys-Wa?U4++-iF z$FX?>?4A7X2h0k{7ib@#5n8mi(zc-W(J&=3AmF1pT6Y!=YZ89?=Vs5+vS_9!VJBO^ z>}sO1FRw9MUu+E@F0-;%-nI>>zYB=CTK5=K@@RonHWG!UB&S7~uT%;VYU=?>g$TBF z2)6Z)aa_WU1d|P9*0vSvUDCm(5=<=s9hZwsLXLZoNkh)I!N3`S9u2PCW&nCP4T;?g ze5iu%EviseW_0nert5Vu{6r5$ep>_#L6Ir7nfY|vQp0DJI$Cf@yF+_c8{Ap(TAt{2 zuf}IjynXdAL5iRRQiaYX+6-xbq;Zj%NiqS)bKA1rnpUr~>V-?K`acV8+q{=;>r*e; z<|kgT;@QtSIiSA34r+{o`-#T#vf#ld19^ZP*n|mP-`Tj}HLG5<+Ui&1G*gUrrwa5z z#Gd0RKn}I)H=T3}ncPr^pfe4z0m zAtPEJ<>?AcT_AiwkBTVzl@km~ai{T#BN1fA@Y4W1N`gn&BpDOzZZO@X; zEpFDaglO&$*W&ww+ErQ~c;>?3C!lcS>34IH*pSamz-1w)VP@s~i(N;&p8 zqHU}U4NwK^3VZ-ie_J(RrIOIs73-{Fd4bg}U1K$iS0Tt&TGdA@!liN5dLqV(tho>b zSG*1NHFiXO*UjjVIC5S_z%~JX>g!Oe^I1SF5X6CbO8`&G9w+Cb)eHN9#-}Uzu$!;0 zhria>R0kW-$3fxalGrWa~3;nvakcrWnLaSN2+R7I$vyyig*|xVAx^>C>i`~A; zrK#Y@2y6Jn;DvLBxq3I%JQpA=Vm;pR;U{~;lTABb(+v3}oj&{C82Y~2V^;v5z z{3`I9TS2U?*jNo?ei>%2N?Z&Y?1S|EZO@x48=Q}ie0${JEIyy}zkby&0iR$D zIK=^;J)E5PUbzqk!k8QfV>z(=IGy{4|ci#hg*U#IPUV!%gvx@78F zwyysFXYV}Vqd2d%pD#{x0|e?42+^?(?qE|5829cJC$UL)+D)@>;`HVlU*{%HoZ?Cq zz4va4jVn#4_l86fMRc34^ZlQ9G}1~)yFxOCfbj2lRy#XoXXichyyraUIo7++!&Sfs zKm)j`5BR9JiU)ki#nSjO4&)!+2?XDLsJ)%O&)!JhLnFMs47S4#_@t6!_JEHu<3KE{ zxYDv1a5>C2GD{9w>CVG;i1DtukkUWR{dXK)43!6a4#o?pctC@FOD9KKKaOuB=Y+Z3 zKThuhNT-f;sP$E*-dTa>O7B^xeK_G2mK;fqMn5=y7~e_74*NN&u)15LwchsKko9p-Wt?C}A`CQF|x}h^@dA|`?K))?x-=&N-i2#Jks=;X0 z?{=~hAVMnqq)5=D#hubK?|Escsyp8Qv0OWy0AHc9bNLLt?|-Jw{iJHWBTTZ6klNDT z_@pxd6aTe$l&WJn$fC9SJNQ4}M`)>P&_E!hJ?sMch|ru-yx&sb_K0$jRtmwn80BVC zTp~5UmrwME0JS1MN_D-Nb=Zb|_GgXa_{jf@i=$MRfKThV8!X|3GjGK4{!dju)5Yehsz$FbJ8&Z zTr&4hCl+7=LB2E8`JK&w0jCvsil_DZY@WY6wk}~^tM{bp`?mFLTjwXy?^Od>d~g%+ zaIFSD`W(h#eA6?z+BlT=yZcc<-91(JNWJIV@@B{@px;W>62587YTWq%h|%iBUKzLI z0#f(nakIn=eBVAecF3iqU0RySi=wsOSPu9R{ry#q3VlXW1@Gfe_8(D89!Yg5G3xoA zBOLn!&f_qXB^7b_cb)fL{Qc@U@>W_K{GShe1b700kN#FQSIKTfW6LNcp-oUqF_TVw z{U#_4Dq|P$SzmP0fuA(|@5U0dH!|M0rR#TFpWD9+R}%_Dh?W%sE3sYZs7_&vl*(Jh zUT@v5yORjhaSB^#fE`fIULU#nJ5T((x>r{V@Hu-JCeDb%Pup0+{DJ1am zbbLsGx$e0`T*Rj>VsEYDZ?-ur^K8wgy|(ndQhPIfmjgcObm!d!!8rwRCB29=W*TY5 ziuMrsf&U}mlMm^5=Rt|PHS?cye4ejTiTn|sJSrY$UI(z^Z(i#d3N!0JB`$z4tdlv| zg45&^GB;!7!`f${@u%FAK$;w!02|b0mfi!*d$Qr=AXEnm5-JjPRNW}O6Y!Sud+b{- zPcb4b&*ndUujbm>Jb(8)=?et@UV*OzPcHENz}KNJfPTLQKI4E6`>G3g>IFW0uI5(o z!H-U)Hr``e)QilMlSIf#w;=d?zR4wX&U2=!@%E0sdE7fKf2=o z{QhVBZRBV6u%Er`XFq#7$g%XEKdsW|-9P=zGWO{idr%ZwH%cS_2>|JQd=P$^RNeMH zA2`q>-JZ1K1FoXhi}rZHXG8Hx2Ydv6(wTfJ+9S|2b9ISb(f_g20zT@_9^HAc13tZO ze!!)<1b$8z_=qgs67e}FVaP{+Qr!Ee0G}|**@?2GMkd}_LAU4=bd9c5*Jy{(RT3zb zWl4T_q0$Ny46mFWZjVaYWq}+YFXD3?vhzvnJ9q@Zry+8)7xB@JDl(dY zk6Kqq&!=_!es*!x4K`(QrmappX!G7GwbwT7r0Xv%f5+_+xek3Fz*ROgjrF-Gh~^!% zobAjIw!RN1sN8b5A8<}WPQ-U8zJqbTK#ro;6UV*l{#WaB0xVTr837z+&&A3Rz>!-! zLUc!!UtR@{sw$+gqIsVez42OT=nVY5vczF3eWfUmOfy11+T(F|yyFN=x$U)N8=1c! zf2LL)hUXl8r=>`bfRq>U2{>-xIkdd4zLx$qJ!R=XP(m#mx|X4~(|Y&w@WQ{(LN5Jn zssIt2`ifi;XaE2}07*naRKI)8vL<45%6Dq$TwC6+xv+uP!jI1S(H=iSQ#Br?>r_+l z?u~zqeEsKDS;-qPrBONz^V6B)2RUP{ppn)|i%F)>YoA)93DzM1%t3(6A&%`&Xrv$Y zfhs)xfA!vL@-_91e{Umyjqe{Fu49$T|*}C^ma5`-shZbGuDkTwtBA|1!V_zaAvwqsF}9N_8P+5=MWz$SyIo1 z2R>~1sCG!cq+Z}d)X6Vr|MpM*Mav40;}eNCoSrA@f!C7i`si`SId??v7gBPl zsxG=mSQdjJtC-HY@Oz3G2)Et)BWo8!ms~ngOS##zI{{U`c>qfYU5y(Pue{gk1%<`; zvr8jyus^@L+*W2BvAOT=um$gx+iS_Yy*3u5q`30-yF9QY%~jGaMQ1+@o6LHZSxV{2zI>J(pM1$S^lcT7f74feA)<2f|j1Muqtvu&c_q7L4Jg8Dr_u)A|{a^20@DCn2 z-WF@Q24~|Q2m~-^<+aAYpQLKaGPL(_eyd*4?-+vdW5v93Q$+hU+T{i!%UG{v^ zdW*mEOElYMQtSKr1huNDZT_<+EP>|?9G~#cx7cT*ue0Hw`vDVJbm4fms0+J%e9l(D z&bFg&nN5Xn;SSV9Xj$>iAO6!d0FF%XChc)u?xpE3sWT?i5eewR(Id~-@j))761kKU zREf8fVZ4b)2@JiO#P_T2(+c0iwArn`zFD+ zIW6FGal}Nvi{W(nX0G`AE^dDdL7F3C@SOsr-)FX>HQ1-UofZKvW^E4cSwt! znQL&?2cO2j?{%884DNkGem&h+;ui)^@bGiWh^a`-W$^S7>@a`tC688yT$nW3G=a^a zGB-m22)`~;vp`QE@Yx6;5%9?-I`ekUQ9w_*O{mOCxJ(4i-flv09!}S86Z~WjNwSZ4-=X3NNPu&y;v0wfew7HW%C`wz z%fG2YRs9V8D39QnBH~iMFWIT0l*8~P0X#+c)ncOQ03U&#y1+;6Dm1xNs!PCU`Nlmq zW94R>upr-l{_K2f)&4HB2B9N9(WIs#=nN3ih3L!`x7sJdud@I8^*^lu0Je$rT3z5H z0Hlad0a2+kq>aA%y}$A77)r0MyIsGonzD9JvAG5KoEH$LX?T4}AXT`6*V)4d(%$qb!d>fIIATd{oLV0Yfdt@%imDlW4{`kYhkD5cGI2TwWXW(+oE+lZTiY0 zoAXAoy}oHT9G*k2k}H*g>4ToYRF|p_Jm5p=W$`|2kLA$+V*6go#PI;fl8=rAd) zQ^Spr7YP79`qM`-TI%omjJF&7SKsF^l=rwOftRo4b<6emDDMF`CeP+rYv%p$`II_W z>~y}5w*!~9KSrcSfJgitF@yZX+X0;64y4BlcOVLjK%wLEkk;}dJ&N|!2YgU%CfXz5 zlLo0-CGE4{D78sT@@?wU68qBk{%sdW(}DtRo$6FqHP@%6JG(+bKi`0w1Nj1bh_b&u3yS;PdF?|7T%wl&*KW=M>=d#!M(lUPT5E4%D~ zmG7gw024v%zBPm0C-V7jMLxm@K-G^YIT?|CeDgnCcX>L_=mPqzE|Y)hT9z%>;-kI? zbpO>mQTd3*U~}((oxaD*!C^Umj+X4TvBu`Q=4|BzpM9RAK#!`!m!LU^Ch^)>jyraZVwUh@qmx?6@1|Hhvz0DXypN)0$NB2_~fFi zlLx_AVbZ{!T?<#_S{w~Xeee_2VVK21p7y%5!@vjlc-3RW9T81}Q)1)CQ`x1+PZ(*h zKaW{uE7J~8*|n8fMF~{{0HJl;X_ChPrOHcSC(x>akHC)%zL7}JYHq5s%*@UE;QhSs z^4W3-zB87Sk_r5r0(|_Hb(bHJ13jD0yE(_!4 zhpJ*T)xakZ1XTf{2I8tZzS8?2;HUg%qx$0lzkqP)n%SX}pqy^bFZf>@{G-Z=@=>3SbiUZ6z;Nwvm6#1!J z;U&-`@mde~47FArZnF5RhT81a=~e)!QB_w%z$cGL(`M3P4}SS~uByuiK01bgk0#SC z&#re#OLe{Keu!;DtxXh_VeL_7t^z(vb-6Sb;72#AnE2xQNNQXuFNs>U zYCq7v{?iw2*@g;R@XmI?PnpeIQ)+Y9l(>{vDguV;86(qcKjI_s;|6ZoNhh?G$}*GG zTiRv_dPIKGNqrTSA11GjCJ(;jFdkVsZ|5kvNP6W;$3=LSx7LdKjMcTBBOeN!jcKD( zK2vv_^Z4%uE?a$xnJ#m1W zX*c!pWqX;hmJ{V6{hv~@55PkYEJ#1pMnCAkefPT^@KL%e zz8gFr(p|$J`2~Zk+}Q%sT=U;7gG854>Eu=iYSbuCtt%P=KASe5bn9Jv3kHn9PugZG z!ifB2lmaK>|O45g=*chzJ-GxSWEBv=`r69$QU+Y_(jwmTPyR-vhoM(Xzg4 z!Q1ux^FJxbB)}tsyKLp;xAJ#}{XQHlC`{Nx7GTmm|N zC70{QUJZQkxqu$o_(fT8FSpv5*_k$Zagp8or9TnvkuKZ)@OQ-Vp>Zhw-iz!@8?MG8 z$Og3QIK=ULRLZW3u6rMQl5?U+W(PC|e05#mlUWL2s{%eHWFGGN?9c7ei2l{UM_NAq zBs#Jq6X=$5_ND`e|MV@n=N<4-IXi=)_ZJ@h>4=!bVT~wfALi0dv0XhO!^@*@upFtdA-yYy|c|ld}gjJbgu<|GRgHy!8w^Kgbf9U zTs}Ip3_&gUKbx4Hq?FP_rnIukJl>B6RyqSHvy}cbRDI=?RoK?uq`yEvejZ$|Ml&V{ ze6-}BM}*e03J~Fps>|UeE+|p5YS805E#D3OXD)r=#HKDK)_6v(-UmX!wGMUsP}^VV z>qA|?b9jAY?%DbQMZo>jtl!`F0YR3&kYT;PL)%rIOF$$?zDWPH#+9Wr#H1{**P5&G z(wWj)JBaXhQtHKbO-rFegLLx4T{;Vq? zV$MWTydDvnrP4fgd6A8sm+e5$3zIfl&puzX%VKWjx$!Vy1m2AUJ|6f91U-5!;1kh_ z9**5_voO^9Kh~<7BQ`@fvUT|tmc5OM_0|*cc}_b09`y>#FIP41Ay-+f{){&becW+; zq!AR~^*(DGhh`jvX=M+h5_MdUMiJZnE_y)@sf_J0{6uWGffbiVbWhDH*zRbE%3;%}7_J9z+vKOZ& z+w|q7_Vn}1P+-2(TF26O8u3DbkQ(4aTOxpn2Y$TQ0zFdeSG4D{_&(OIbAKB*?`_N9 z%|w;wNG>YDQC zhA~|Sv;d#_fWrCq9%G>z_=w~4g-4$n5!rrlBdWSQvaz&vV!IBvHgPxGmmmM5)6OYE zNKn;WvfM2nSRNJ#d>r40uIV!uWIEszPZQF}_Uh8kKH>U=#qgSP_S(P)QZrm1FX{u! zpKk4~I}EZx_y5QiB4Q|>&zv=7)yo;H3LOY~I|rsevye2v%|?Ka6h@`*qiO`bR}Fgn z*AD!M{0zAdev%9M!uv@tW|qN-Dl9($0D=QV`Ij^W;{wQuZQx&QoPxgI|e3ENv!55KE**4ltlPR zbe<(LMSP?fE!`dg9;LbR06+ph$~vsgIAGWG8{vSDbbJ(H3P&SOZ7W1>7VwEl^c0+Z z;1k_#*omkv{VFaA@0OZXw4){BbH0I{!0*HOr~y7z%FPjRgBk^VRAMgRqsWhd&qI&> z!l@>!RYhIk<41i2fb?1=?VGYcux`EXC*srJqB;!0yul!jigQ-M!7$Bm`D{U77s zawKOpz?%)vXYSiuolRMhN62-DtuItH0)#k1v?AoC1AY|w@%4SGtGxg}n@EK@gQt{= z5M!Faj|Lk#Z*hOpN-7Aa?&f>$Kr7;yZQXaw$`77&#K3(Z9+3s*bOJ5V83n$7M4%~% z$(c3B{NpyXY|g&5ZLo81%sS0Z&!qVPw4r6FV>h(jx$^#Druf0^OrK|{>vt}%Z_NGK z-0=}=`%u4+fBoFV2|uCF`(RD4{c$ayq6rux^p2#wpAYTBw!&X1RtI(ZYDu$fBgGrC zO-1_wH#8S5Rf)Qy;9jpS5r%^UAIjC4%*xaZI+>`x+EWM=DcYmHToNnvQ(Q?4@@(|1 zOdB~h-Fn>kRh||1(P(s-b?Nm5SF{q%^TQbc$cy;YEEVyILcCBBpO0PI)xP_Szgu=W zt%i7hY^qAhNi|yK>jgXL!wB$^mXA_hl2loP&z(RZH}O5M!-kM68I6v zN7Y?E@QLa=^h9LhO|@E9aA{joU4ek%e0j|eTMc~n0DQjry+3+YT_JUR5FI3B==60c zFK-=tlimK%4{ak&K?}B366x{83v&QDiulw8K6#WxD&6(D$9`=WU2;`*X}fO5xX$EU z9r%HaCPG>jDJ?J$tQ@dHp`VHBYhU`#Uu?;HJ8kBwQk%TI(CPckqQYzD8=FyeF0`ez zvk<2z4@FN!d(xN{hyeLNwReiqgAD#YKAn*Cq?vgjzZ;~g?p$1 zt8ga=;3|eakVU4u0_i|&~gtn_8yQQanT&W z&H+VqctbvCa|N6iDpIqzKuQJ(Y%JJs$;G6vl(vFikcys~e3>FNdOt%|P?&t6SJ`efKRkC2?+yS#OKAyD_k{K)^@tT7c%(-tclz#Kdy*R z27miHK4s|qETegK=UxxGmK6d%Qf*dMmw=CJSHZI@uJawI0H5%VeO<(-Xv^M~h|l=~ za_ajYfxt(pt{?pLIR|_~_v#w%NMgRCa;uoWcJr--BR5fQ2&nNovygVb+?;u1jKWwqE^5*qAw~t{;p< z4X3=Iorji3LNA4m+l!6Kf741H1#TCcMITINo)V!Ups5|jk z6*#IrcsV(*V0H+n)*L&)lrxw$XW!a3*uERHP7$&*X)4hTW}%K9Y}<2Toita1*_l4a zP}lEVUf-Dev$^9V)b;``!E7%+LZGGsC$Wq2D_RTMcA_|2_f}GNeiF?z8bPC~oWD&a z-4YrEh!D*Y;8~x~Qk7P+Ds3G#XWjs)kx!E!bDSRWdK9%O!iV7(#eEd$$-+1L)vy9X z@_n8`VkX)nOCj=;icqb%KdaOC*sRx!EoosUx;?oL_>7sIV-pt^*_Aha!1e)o49j z)Ax&L`Sdf?qET*^z5@C^w5|vReA;!q1;+m^7TM)?`_|81wppv;_`JK*rmi5;v%1tX zB0ef{pT7q111M7uuWUd}deJ_}*88i$k4Mz=fe#&p;UH~-89s40!W%Y zi8P%CK#~@a-cw%Om3T4}N-o}S8}j#1`B34aLn;$hrC9dX1D3b#5K%D(EF}uTtPp1w z%yJQ33}yvo94Ckc+qN<5f}MM)bvcCDrIvjrEsN_N%t9SI*tX}wy0d-$p^kqpuh;z- z>K<*(7-;HedM~(=K>z@>!Ff=tX@vaI``iY2+_f>``Qeuwecep@_$_+80WdR>G z5WPIMpLMwEPMf|o-I0h3A(%OlDTJkzdsUt}oBXVzEHZ(jLI!3IGmwWK{keU*&9&B{ zJM4P&eAKAa5u2$3h)nQJX*FNx!7Fu?l(~S<#nCs}75yJ`QJ;nH0DLH;oV{kNO<0oW zRGsI(xy2?f%0%_E*w*IL)t7;x*-d6C4#h=$;QTPCGz;29iq7ZxD156~(xx)N4dgw6 z9Fd`=`=goE2FP_TY)tyhC;w?yB*LHa-`b~4jzX0PiV6u3$>E4lsM$&|Q@*-67Hr>I z*PMOJ(TXU3p<0cGiPx37DSuz6*X~^T-kJn8-I_NxPv;s4lsHi1Qu9QcdALi2Rq1)p zB*g*$g|w8!1$|SKP$?*A&lzCUvjApxCQ=7S*h zJ0ud09LQU_G>V2(Id)-&B`wOanXhlP=_|@?6xux#78D{n_+#{V@atHI?xeb+)jLa3 z7oHu}zOORgjpp!duRi>xjCZwv5=>55beSp!ih;=9oDC}t2^aP;r$a*wy3sxF#eSH|}k zaw0mhPepiK&(z)fTYyh}c;UQxFA(^Ue(C+(3o}NviRn`XeC`GK+;<`(;lavw2_SV8 zH@%zK6M}LCWTHN5_}2c4y8%D_?ZruJY)#s3%cG<{hgpSGKXbN|d)~(s%^z!hwRODu ze*1XXwf3XmjI(9ycH1ntKC@rn!T>CBU4a+B2jPw=&@=|*qWAVfgr=;X<8ER$rStP= zF&gA4I2lE5{Hg|Two{YqcHv(JmUAvRiWQ z+RSh8A8NixTXU9Y`@1Le`vtR5=ND|-k78X)G5)2A*8KAWC^Td2Hh)|BuK=qaM|J&4 z6%eZ9s{~rs`$j~2JrSaffT@juDv!YIP2LpQ@d?kV04Z7eW=#Uk-YGO2v#8jnt}3?| zW~3AGDIwxR7k1KH6BZTN_kKCv;;(qnE{Pmu30FRB?c#^K77_v-Qsi$3-={;j`(0CN z{oSF5-XCJ&34`4v`jY7DE#d0n_D=RL(p=&tp{!qy&xW;~u?3?tO;JVlg%r_Qkt*J@ z+iNi3hvx+VNBTX{9hgufnG(mb6ak9v`hdmvc)(i64783t@2HIHGT=mX z!nGA$d-hG;d%y!eM|mbH8-iV=XXSbG;J?tnNFeYL$7ke(r6XEJ-;fjqxj8a1IPj6; zrr$k1rrYfh*lxDxMlG}D>$ce1-2FzD#|;{%vME$9G9AFjkNOnC(pM+I$WEDy`baf&-25z? zvaA^1586H}0Yqz5_P)d3Bl06)mO+F^U?-XAik9j}quEq-Kbq=LZ_RAS&8+G;lG6r2 zEx_kL7W4=ZGzakb+lB%bXL^08hkvN!huZ#3uWu^o(RR&0x3dj=1aJZ;4uOEDChBwQ z1kK~>_z@ccAZN8ek6*bZju256B4a8JNdxdGnzFIrxV@cy++LlRZaaP{8N1xc(0KgwgNoveSe&V&22)!EeL9{8EE ze6u6stvQo&+`403v@yF>17T%6u=Go8@J`YhBrJGb$ zC7z9dkLV0aKZ)-n-i@deYDeVcQ99fVXt|lHuoOfK5k`b6kh_!Ao+3Tl;4}ex)KoeP z4x`ds>7?yMVOabg{lQ)cWvugtTlOVeDNh+M=BGl{As7anlASfO(f z^`z=7(w>OM;`*$7x6Bermnr|M5NNEL*eS~6n?jS${8Sgfh)(SSKQTy-Uo3KT5Bhn* zH~Pz{*KO(A3L8&XU@3?$dbh#>AC*~7UqwH!)ms>#={9R+wyjEr@J!BI=cyUP#zM+K zF&_Y(Lhh@|d7pNKr!M$u0X{9jr`C+U1^Aq4p!DJH|6GXpGzRF@fE^#ucuU?707*5f z%zpLOQP+k-JjYZ3kHiU;T6;b9ef;JYqB}V*$}@6aE~&0<_9{`H@uasD=@GxD^Yve1 zB1-fIU=v9X#<2Fooq(VKh)X*;z#$zSPZmWDs0Bb0uHt!;ILI!EzSf34^c_b>$lZz1 zEQKf{HK$V?l3GSDMJi{NJ@7c1szgJti08=UCE29fvTWdePgpA?Q3QO{7tHZPi7W~D z#3oApAMrxYEu7Z^TQQvno$T0i$kFh)tI7uqzGv-87#Ku+9-*-AN}iEnSWBwwd;&jp zflpS!-VqV)`zDcVtpYwGH`fn*RC(n`eA*IqX-7%=SAO_6o4dNmrY^~_MQ;~dHaBCT z_%tFD0~*v@MPNtO3Np2~5W!hdpYJ{SZ=}oz+NJIKSz^zJYCunQnoHnEz{exQsmDqi z6rWqi54MC}4-i%z;vzqT?)iyLT~lcok-(f*PX5X=ltzviOo#;go-Gf>GfW( zHuY;eecQw~&9zX+J=5R6W&h0qn`e8h5}}cw@{IzEau21Cva5907c>s z3iPBwie8%!cV@!@IFnnLP!`(Q`S~_saWQ}=%U+z82Dhi!0iIc_x7p{u^_+bo98p@* zSkaOuNx0nspJ)}wP`DzlPy6n0H~~LOafvRW6qh;xh|nxvcl#p{IttamO(l2e!Dypgg z6q6RF+PXZ1{Qy2rC7G~k9-JO&{Gd$Ihwgsiy1;U{VL@c-5pLC3{vo!c!mcsa>^I4SocA zNP(&EmhPXoa*o@=_bMFF88s(|XgP%D*S6TW1$h9VT$kQbU#^*}w%AYqG}A6;LfndM zKx7xHx0s~1j-yHo0HQ{r0zPeGC|-eVEWo1_S8Nx+kmL2x0e}?O#ZlMTz|v5i5SCu#8(SG_guwapZdOL8azJ~Rm>Vt>7L=rzp#I&!WdeMS_Xa|8V3?$AV3)m%h) zFmZmQrY}j6EV2db3Xb9DO8`EZ_Q$_3WfD$>7=TAS&!^}91^->@0-ycI?6JEZ`d(7o z_?rMew*h?aJQ3CLo_c|gRF;+M@_~<1U0tvLyiJ^+Y4d3pF$rylsfb#=n|S~gW25wt z&?zEWzOu90T8P}7gC0czIb=nB7Lz86BJ3&ibRImQQv-r(fR9LW7f1B>2x`nATE*T% z8RUZuI?CKzU2j+1^q7q$+OvH9UQ437YvLmE(bD*#)LkX-)0Pz294fu$N$hZ$B2*bR z^R;|?BZV0S=i&jM`oT|2s>^eZO?^04SCf!3I$N(LOxYZ34zOv=anIIu`A;}*Q}4UL z?V1Oini8e?5Vs*UGY(+rG@?lYU|Vo;(Q65`k4;u`JSDDfH>md+U%wkqG1ZVpOZiD7>9> z7#+8C8#^b>vVZ?4&x{L;>5~Gm z+09LZsMEcbfFHn!nE418g4hLiJRvA}HUN(J9`_N_AXX`RY5@c_UJLk?!1u`~r~LKr{}n;Q>pV$uCuoTF0z|Zg z?)TZnVK+JL2OYmg(9jc9^o13jxFS8jK2FN);jcYoV`ip0vhzp=sR++XfsLA#YI7;Q zoVmQ%W>M-shZYwCKNAHHmPT+5#XTCH(O#g+PRNoY{2@tTPFsV`My$<`GfauE?e;>2J>Aq!d<=m>wYZC1dnpMe_PIvaT&=GQwOv#`yW#WC1#C8@vLLh69C0>0Gg**LEbnZQTPrLS4XT)~8ddj}{?Qy#O z^x?S}g?$S9`1$nAZ}~1<0e(~meD=XyKX}xx1pGYmzkeI|O1rqeYl*s)6KOdL;5k_r z_&5Zu_7dc2rNS8pSxqXL;Q)@O|FM)P$`%JICN0RaMQh5CLRbGT1{V+h42Z*-DkCR9 zE26WSnhN}60WwtKHF4GkyXwZzqw?90*#TYItGc#_q05li^8we&LN{_K;1k{LZaVw+ zwr@T8qGS3?-(k|?9QS$-QJ={Ri2yNZXDlNMw4&I7AMukE^_jLbn`Iv9uQGdwh?Oe8 zt+l%=rmz}fTZzScu^lde?|OXYe7vtZjcW?is-YhB2F=sPsgLOt}gK84>W zn1wvQAlJ4r+lB%@joC-A&xE=L!M4>p5pRQ8sNW{!JZ*H^4|NA8>s0KTJ zWn9mDNLQi9*7Ytx4=oM;}F>Y>--8l3IfT}wi1U@l< z9pK4bfQb|TPq?vUYpjt&yev44%=6FE?!-g=DJAF$QH10o?U?|;Pdf4 zFxQV9v2FmL2WBr?`&?8)zm-uPh7`l&ITY35?&CF@I-ZcAM5okAT~gx$LDA?lD4ZF_ z`(ORRi!Pcn3j{uC0cDSibM1}fJ&>6J4vK~V7_#Bdq!mC+0{{u^2>7HkIP>^S2?+kl zUyrm;wZ6tWU3ssyjvC<7UIISq<0Z9EmAs4lqd^pCfl;3}0J3(3R6pM4di&|qlWqR% zWiG8XZg#4R?kLhDfHs#Bckz;@a-IS`B0YQH2MKn-&-^z^Y~=<-53|(|=cHHt#e-1} zL{3P+Lm*~-A)SL+>Tfy2KwwkfYdN_<&=TlC13^<$U)Oic!1n^3tX>DM(`$X7hHPCC z<*v+zn`&zT!l5i!v`6bgZ69j=y5bWS%t9T%Inf5~JJ_+cF4Xy7={Vj97CL~M4NNFyKG5+eHS!-izW;p`wbI`z z;z%w$W@}RS*&_Ij(mtC^lxM<%d`m){aO`X*g)7Q!4xnfJg3UH^W*&5bGAd%rU1Vj+ zTifla|CwT4uKlcis$Cyf+@b=P%VPjOP!9q@j}Lr&UoGI%Hc`D62U@$%11-FZL}>d_ z$+ghPWKo_@Dhm_v$#8l-YWxfz6q6R*2Jw=J_PhrdY3{o_Xiro?bJRS0adHY>1ioOA ziT9%q^Z;os)c+G}M|^zX6W#qbo>%=U+xHv_@EKYW-o97rBVYag_(R8R1kc45#pd%2 z>(u%>KJa0A+2O<1fkwbX({gq`)v4#uDG~95QYl&A9ohblBT*ghtgPKS0&*H`eAnHU zn_PfH1h!THl3VWmnax|Z9WYVsMSbA>%w1VTTI-mL`lRzf&19g8>yw)fEyn6<@!5Zmum@1F0EH znv>>$&MZ2)&!wZgNY08*Db*#Sv&h-vDa~3@08c5~ah2w*Dg*%SVs=ESJAfyL)LbT@ zO^(F}3R()lXuUsUt8eK8reF>+5C}Epb$!PTd{5`#+v$QU^)FM^M^jBRb~S=+j;-hT z&9P9&-pGTYA!|&;Ay_m*k(`G1?Z4lg@AhGA>z_wM%jO;<)b$Uxe?_B0MT~;2S2QRv znp5BFnz7-1*5?FydO#FpaQ_Cgx)Y1Ke+L`;S{H20D{`YsQoo#C(VV(K={=f~3b5(C z1%lE!-&DT$MnnkLsFLQK|=^!Q63^k^9Y&nCPx4W_$6 zZoZOcq^-KpX!=>IwGg!3BU-^8qU-c^#B#9gExabuH(VsU>nW3 zPlSi`+rKU4*b+f}uwLM!#-~wThXS(TkV2+zmpGuZeUDpCbi8tK#l>wCQ~&wuq$JTj z2mrJIpIS)aJp7{y{CxVr0c$6T?(#kM$bg}bJ{ul4a3xJcH`6}iAi(D&zz6UnrA--q zPY|3E@Da&axm>a6FOMB&SM>e5O@$CQ39X0uuWz?$2nSA_mu71=Ryg3315ijSP&F4f zZ=T2TQPfA^N473wj{`rWCcQ-uufCRm&Vt{yz5CUlx68r@*692&h-v{K0GLu>0%9)I z3V}@nQjwq5ET4U8i7kG6s{=L@=4F_oKLR}B_y_>0!b^XP?=yKJfQKlMOz-P&@s{-2 z`EQol>eRhRwvFp!gxBbCFcPc+Tr33yzfKMu8`p|94ZD!5nAc zy1;YLYyWt4-w*s-&0Cw(t4sWiU=KE}TgQD8%tCD+YJI2&?^*zCL#BvLbH9H>`}W@t zb^d31y?-7JEt`A%_qf-BS*ZPoO2q}^2R~zUcZd%0&@**dp$EQDz8(R9~ zEYvb^+y#zXrP|j~4XX%~_M!6?SQ8j?(H_07GKmka%{xIl>mYo`T{i!1PufEjt^z#c zRF*y;j^iStK8v6MRN1T3vTOp?T;o|cdU`sQu;ok=H$xzv3}*)5(0(xexB8*POp%Gm z!%!cT1&}_EO2`APF7S!%Nf|rQo=fAdw`+%f9&S;wp;buwjkMPG{Q#c*mRAnJx%_9-Z($+WB%=7^;c31!D-*s^nLYabm+i7BCdC23C#GXf#3vB=2zbTz z7*ZMAb>NBk?lFo3iy1YyxcL^6Am7> zq2K-CGf#xa_nQOo$p!fA6Yz0SpDLi?8ii7dsGD3e8-ByS!EQ{P2=0)!2#2UP&@Q6Cn~Je;^9-G19rLC~uGK>NeMN0w zUzxGV#^TSU!y_BFfK(AAW~H=}=53}Lw#Y_KXTrC*%x14b@D;JbsieVF3H!wFCs7S` zmwl$)_0qs`;OEkazD@{Gnmm_9_H#sHAM{jnF%{{74&e-*O?bDV_W#=TvQI_!wihNZ zw<03_**j=$w3BDSHUQ3+y_UUoA4WwN%}6s#Jj*GgxPmT1HBaN?ie;m#1Y? z5%#2o#Z!pW>7nX~PeZ_`Eeg?bJ%^r*?$ZBgbmtq(+jsA~w&MMhuN*yrVl#YK@m^bi z&v}lI_<=u;eF}@Bq`l9`amyZ$Xg^>Iz$YUr{`Ngl?e91dt#nrh!ibnsPZ0ng2^i|e z7VuH|U^r2q)-)LX>JMJFDGVeHm|18*i03mCV)5#AJ1w0ichc@jrB_xy;!^@XdM!;K z{Vhhp*LK1y?49M;b|_57@bMGvc2*|~aY1dE1f-G}u(8`{sAzW$+rPebSB zzaI?PXk9RJv{JP7-PeKd1&#&1t~-`AhJ%?8TpC*XW4@uKzi%DaKNp>!?+4^h@MQ{^~)n{g15lV~+D9-yQ466&!vW+9Orl$fQ_Gj2YB zXI=><;iQgcp>)4!tK<2Mo0Vg;U!zUM^fbHw%YSf6`K{y8PoqI}B$G*XRChhLhyb;X zr<$w%5H}%qqJdQtQRkPdfR88<^2e8T=x3jdy4D{4#;-_mAs$aPdj`G43&VzLwJ zyL$CoxnGHnzj=IQ`yr`O?QgFj!a@T#G!ImcSQWw)!8xHP%}c4~@(Io&IZI6NmiwM` zfFWs4hMOfQjWn4Q(rkdly6j_=vP-we138Z5OlNfI`mD>`Wkfe!nY(~c8F}0n$F4%{ zvwtV@WX6}78c_7sIqH3Q6P1Cm*Y^$=9DFXA57#wIS%PX=zX=tkUo&gkn96Tm0T$n*KFx^Z5=4p?rk_OL2T)|eI{GBe!nxdY>>US z@gT<74KcpfFqVVa8|gW^!G#nj<`D$069uqsn^yx{L&cw)5v)M2SAa!tB-@!tdy5NGj52t0&7AvfP7g@a9Ht#(~bZ58am+!Zt9dLWf_F7sI zttuci=WnmHoGqlEvk%zP4SVesfZIgw(SN}?lEC6Oe>&DKiKT-;;=PcX?*a5+OvXjc z@XFbFc8T+;$#7RVqgM{Eyd>u8BMDay*&W&On$#zM`OFkrRXlaLMX|XW7o7JmeBh(J z=AlDJd+$GNj}5!yYvWpn_eqI}8@{_^_Xkh3jviX6PPZyu*G=sjh*qV(yhw{gqG(LV z44_@dA@ z4t5saX`p?wU2hwF?|1Bv&(GrAQf=1qJe#o`P7i4;0Uynn1YR^tQm?N`03THjXgO!~ z4$^l-eW-kpO_<9J2{PamNP${ToLA&b@5}tpj+=#ZkE$*0AN;i<1f(Z7)qOG}+5jiaeXjwv%&$+RIb(tYIT%H8a23 z#>@h!%r3N~xy6u@sis|6X5;4IulRdBQ5-F`-v69{PZATmQ42C{)ZBC%Lt1|<6Sq-J z*fepI-&0y^3jCj^{xHRQT=$55x^*A;l($>Q9uS#hNN07VA6LQvY!CowutlJlul|jq zAvmo!d~|$|2kg`B`dfP@$eI*~siz~8&r9QOw6IQnIG@)IN{^)%SK#;e*tWfgt!Qh7 z6>r;X`K1+Bxb+bJ{{yOkp-Au?$RgskCgo%}HJAVZ4p2!%K~#M@!P97Z$qpO0c$>XI znf=Q%vaJ8zKc(HpAd97&fB=|ysE&*3dOO1X2gBm8 z*?f6qmzBwBh0pRFd}POtJt8)@C^nz>sE04;1D}1i&*}LbJZg_T{{8=X(RT5-oop40sxr;zBtza1@Da!m@cGsg|8k|_;>k>3N=ivHM1arCWu^A|Msm2c zs1Wc`X}c7h)vaBjOaY(l(nIdGdU=Tmy$NN`yB>PVE@^wS13wyAe&i_@&QE(v+;wBO zMzK@9U;@|I20kA65%7uZGT1(Lc@M|(fBe7yVH4&hyYh7bpV_OKN#PhKE>gE&h|TC) zOj%ZJ>hL~hZWa&hOq;QkGI%sDrYf%mX(9IG)wsk3dcE2hW*auZLe#Z4?iI z=9#KpHaFe)Et_}z(BFN`>>}=uhOC5Zr<6uhO@KA{Ih^U=U**-oZ1ij<7F9NC7L$em z3$~rV&fm7)CEwj27Y!{nUh2EP-na$$&d3jHL9Z|0OXcRWaZJGKv++#6l9+VK0za$w zmFjw7X0nZ@llcVv^Efz-Nq`;oGMxSzd>;B4{wwJnyX*76hPW&O^B@O!;?;jER+CLh zj0`*l_=t|+1E0hz9=1=0^|db7e4ffLfKpe;%xL#SbsO#o&AIXg)!%*HX;L|Sg=995q2keVXyfL@?HG}8us5tTjmCZwW7ABa-cm0H( zixs>#Sw$JY3{K$keGSTRaCjE zDwoUkB0fIwxo+@Ry>f8)J(@i%qUXyrq9r0d&m{_!l8Y)b)d&JUiueflWYL2~z{k($ z7HmK6D!sDcG^}`gyIpm|7ajOf=u%-EiYD-zJ~Y(H2epk`e|GjcD= zP!#gPHx_VrCT-kYoL>{oaT&yCXqJ_-eN!#;vBkLvX3f90HNSOz_sY1rrCi^JEcCT+ z7<74HtXby|`F6}4A{areKEM(Pe(GD_==T6V!J=(-*PS|+f`dkZo}j=H5I1sqHW9fT zq9yDdn)21;1eY}1g1%7hbta%RkZ*O z3QhXct$mn%D*Re|1YB@X9)kAv}C*eZ9*!-gVG1t(@lHAVz18l?vH*y<=9DkeEEx&HmSsuTcW&sU*){ zQRWE3B0SHaN=iiMb(sP?5S(cNp*(JSiKoz+x1FdD+6{#}5jreF=n%Q}LYVxM<|bR0 ztM4~e5$I-Cx=RtBODS=WfOH+(`CbQr6a~`YbLKcn0Vyw?AHb*mmA5&mbVRI>O-DkV zuo*&`W&HX+`Zw-!5ud{H166=$FJQ+5Jy~>S&)$kMKG7bP;!j@z5LX2n)n=oh z6g)pk6>7P5!|4(Jn9kP+J=MU6=Y@#Xu3>7ITPx$btBk!r`aNA!m%pAo z{=^CU$}#w@JpYvDx=7E&3kd^Uu-{cbH1=uC>G|wGXpemMOFw`16PI4QlAc|g!{YBa z7~B1!lVKh1u8dIct`NXS%>ReK{zrRl?QT+BRCp2XQDv0G4V62d1#x)gd*zl!)ssS* zxgh(D&48RzqCVT;`v876|Ok#%46eYsw27F1xwd`l0#Zgv?kQE@Pp94f{oOgMAe;atuf7ugH zPk@+QV9VC+M#Yp_dKGzD5uhXp&SPg~*ytH)ZaE$>r0+LTRTEXO{Yo(ZeXVl_DDu-@ z4J`vxV=g^b6){peZQNXMmgmpx>RbBZ?GIzA0FFR$zgc2k3$@?TgrS3(W}?lpVEYcW zF4zO-Tv-?F!KZa~e~%CQ?@-sUx$B$r+v|aUIwk;6*8)L8eXj)&f|-CvFq8VRZ*IIY zX8q%6zoE`Q*s(=i)+B1&EPT++OsBCUot-f=GTh&KPZKdsy7U>nuciLhDrR|ZEJwFz$rjf;Ox&I^Oz!^cH#3kbxzDw!kfe&5l8WOgz~h_8K^5>} z!cNC_&Z)9PkAWwm60hH#(5-LE-UBuc(DNA2zTURqTJ(D^BotHyd_GZ?-%NnvKJ>YN zPk*9KRNpz2DCV|~8@7*7;)%=RZ>v;gi%(ymvYYHeO9o8s1Q=+ z1$5>8)iV>hxre&SE#2gb@c1A{jZ|AjQDzwkd<1|3!4JTvLr>CV3H_~A%#AMcqbN`W zqE@Q<67ab=ni&rRx7VN%_Sg@fw|`B1hfwP_DzhLC;xN?mLMc4y`lxzMHenv>&-@)| zdhb*taug5^s_(UPP!1poB-M@{sV9x^OdDGIPWHoI`VQH5>J2R$I)4#nH2=ONO*5x)=8YGPnHmeVt$2LFY|QLTfKkJy z%FntM`1w&YGXOsgTd-q~X2LaQCO{{^GzrsWYyxR4O|D*=w837PlI%X?7nZ1vkQDV* zZTj>J%k0iC|IXSXI{3-Res($jR9)3&>bV#Ol|aBpzFiYcaeFQc?@zm+p|lNxC*y-1 zmYPf|+9TgD&=ZY9vH(wPSNK33`r=QovmSl#u@&n}46MUM_k$|pGGK>EZay>Gtj!gq zybj>s4|~sm?OuOGmFv%^5_Wca`o^)t3i+6!obm@&oXR?gU@SMSO0x z#H;SI`0m49)Ta$1hq2vnCnrr52oThUP;D5WkL_`{-E`;o?FYXdXRl1(K%^(d0U8mv z712_|Qvn`{917@2@GzLk88yc0iyEnaIJT?;IQ$ z5%E>jH;Ab^N~S1rU31bG^#G$lprmwqgT};b-0bvPlP&og`5*Zn`JjbswmVaM3F(kM zH}Z8FioRm~@BE>~_j=GSi5qO6jwZd&GOUvacG>`91b7q~xjbgD*IX2;fErONb=2vK z2TcU$%OeK3=#N*$rD%Ep@Tmel@~v&+Z?wc-w_1-I?t&KZj+InYIv<`viF!`aZp%fZ zCl@4?Sxk!xMR}O$%Kzt<6AdB@Aa&{`>voZr6PX!KBg)cBaf#3@(DU@aU#B$vAp{lC zc8kBmI&^=Kh?ICnbQTb|hov(>Pc`tNoIS4FfaCF9uRatJ*R^=nnvE+zI98?KL%&L% zd#y1&2QSD}*Z&6q0RR8yV9f%8U z)z&(@EQ+94y%Q1=RuZz4-~anPHz&CXdG3SBOU3v7 z z$m$)bvT{qZY}l7ATR+Oh@+n!m;h1bam?mE*l}cj1NJ3tXoX9Sbv%mvV%|B9tx=k0~@G0UEh~MopQ@n9ZUO{F|!ryfW zo*-Vqm3>?USUz<5i(X>14oNbmxNFWm^)3Sc?0mv1C)c7)X#0*PpV)duxu%wZy+y9h2`DNAdeDh2vv? zXLX!d!O^v~`YgA-9rKMPtk2Ey@xQh58?l0;<8!qAy*1zB`Ld4>)}0WI57(c>vwBh% zZ8%jA{e0VNS8h)cyV#K=OShb~#PV&YMPtSGcp+BqNT@>+T5GJ{ohtTV^aIJNe_6km zeME|^+Mb~LpLb%ulz%S$RDSz%j6Cq_6ou{hxo&GVVa4dJ8Q0pHtqCB8WufnkI{o^V{ zVyZ+ITr4h&!nhX%bOLSyI2N{K3{{``fzyW{-r<{W7H=HEn|QS#>A3|U@#zlSwtU^b zzj=iX-S5+7e1>aqUS3Ga|-_3-lr@C?NZ0rKO47r_~X;g$d1 zDccVffZ*iIhigu#cGcEo*}OknHsHmL*?K}Yf0QEMBwv=Kvm&Q*$|dn^Wj)zBede+x z-tS(vO%7I*YfF6eVR*hWZ4_D$%coc+gOGB;LjV}HiJiiC&o zK;PXQ*ryx)`b6~WBoGbY-y}qwaB{-y>@%XS|BMv3fMMd(d89b`_Lc5KrYO==f&nGz zOsO1CJ1VQWkB%3~Qjobt+dvTa z=g7O8QsjfJ8M16wzWjS#qP+IbC*t4p4xHCy@$WiYksklfGsV+?qWGhq_Y0XS0iCBw zSdUql5Mxpca)!xxtw+eXn$TWjircz)X1w*`l6^(xRj*;3n+NnMDk}2Cp|(G8-~h+L zs~t0&?x)AyAN}yy!w=wyabuceqrB+6X>HG*l}_i+i_67};s(*g9qXCwc;Js2+<$OMVO z#M__6tRw?!NRq7Eou!u7>`GS(M(oZciQSbT8}_Hj-XpnkB)LRRL(w^zTP`PZE-ReQ zFO{Tol?w4^q5OdOoJgyZtn(mA86ZCk-xZ%Q&P)vQ6Vwea09e0A-7J9W4~Y*+5!VNH zod(i_8A=`WaqHGhdh8J&*PwA~_T+?4g~W#-$s;i$QEKNsT-u}av4^%^Bg6{rZKLp6 z`)K1iQmk-`#|UW++If%0IoL-B+gNn2*AAV0qtI#FhYRkl6`cK}(cxbs1dPYMwuVb! zG@cLpxMs&zcg|MVt`lbOZWzd{;PCt$Tz{*3!)=bv-}2e=iNyOh&JrDc$6{h)A6Cyc zw^_YgZ9IqL-5vIw(Z+KqzSn@&yU%UyyhmDKxFRwnGa4j2X1Jk$A_*echk1hR5ME&* zG(dA?$Gnc@#taf4?;uQY0rvGIR#e6Px=zNsfaCEWD#1OYC9wNgY46oj21nf?d%j4J zLJT6uQVQi1l%10q7v(5sw&%;C_+(>}i~jv|CRF@Pw7J!o*ka$zTKVMEWr^L7@nT;F zh))VsopJ)qBs#%m-c-CrrS-Fp(wk@d%g*wI3wMkH1fJ6Cpd6h(Cd<^F}2}6P_mW^@qlDJ>Z z*jcxa8$RcHPQ*DcFRvq(+W;JkIVRVS)jt4gaeW@5=^|=oX=a>l@z#R-}oD5~~~J#@F83r%YTM_vI>+*ZRF#AVLWevn>&(uryh>HyH#d zUUnbOmE&1ePVYyu5srV3QK!PwU$W+9qMv}4o_R@oxflQT~ocfEa z9|#asAHpYeTD|h)jzPf{gDGWOA4;H2V5nA9uFyf?5bzBXlyp-#)Acy{p;gfop38&rrzW zt$@{cbDJAFH!HY;;99{0=Fpa75}pIx&sL!2zs*^_V_2QLD+Vtom@TZpeXL-0?XPB= z~L>fHIB^BuN=?iZT2`khy1C7PD(!1~?CvmXd08hsJT z3e8hAP5HnC<=bVN_(eeJ#@`y;uA$6VAT?UivDX^z3;5nT0@RfF1ofN=@(RV%&QK_=56R9?Psw@Mkf`u{8ka7qFmvTW`Z)oWCqBDa60$C%->y(f&#|=2 zFmJ)lp+MyG#0pvaQI=AARv$P6g(pk?y*^$RZ_AWLP<%ezm@5BTc}#q}&&I@X42agP zI8Uhfejr^id3l2Pkn~XTVLwme6A*!G(*^6hM%UUR##guZ>U`nB$DTTQsZv&9tb62q zQPoI{m!TL3eab{a3JQuMFb?*_y59BUq#iGgakBAPYK)t`uy1#KCLHjGHP0`V70q+Xbxka1~#GLW5LHb4JD_52HEGQXr!=9g8=eI?a$@1-)i=Tb%WJ(sGh z=Y#w_f$#iN)Kj14uYq3-VJb-{M6f zNP?0JY9$%O=$ph#iu|NvUz)v^Z#XIgN8c|Uy@o3(*1z)%W!`f08!t}YkxBtlW-xT> zJ{Yvj@~wKYO|u+!2<91(d6}J=xdYQA$K29x-W2RGHLN;KZqxfU-%dcMYdvGP>h!tI zx?^`RF!FjjfTJ1x_qpAL1Q@DAYvAHPUaa8k2Q#l-;5lgJ@3;2)J9<7W6(3wbN5AiA zd#mq%D-|~@HICaX&mX_-==0|H%lxhy*PZXLHF2`qPQpWyV}oBK$qh*j35}YRfe?`t zX@b+J->RFq(M)BJ@aXlL@aWduS8`(L?PDI49FfBq6r~N>7!|Rc%i}30F-EQ~u9U|vmdSWd_AgXQKXA3EYLQvR z6*3QF;k_6m@5?yDF|!b3X9M_mc466k?89-BxCfuP<8rl3E2@&wAWl8bmq}2uh&L_; z)gYI%XV21qs4Y;h1YL(z5@m_tV*AdS&fK~@gg-4AJ|bb+a4n>L1UnLOv21^ta?bP`mEYUr{7G8-I-Po?X*j? z7nPrl2U6vW(~P8EnxnIb`n`PIr1E)~+~=`8sBVEeZzoIQwqg~$1> z2VYf=&QyL#dPsKY-$SQoW&XmT!&!lba?r*$-5So(4Gz&bZ;+q{koYvG|f0`N59YSXu40s`$)C1p+9ME**k11uDu1&U+I7iZPurv zO|Z{nKc~U%gx;UzMw_kdwO$~9gx*f#Lx*AIG>qVmfbLYZ$Dtn_Bkg_qNJ!skdHvmW zl8sq7Cd!zYmV)RMDWXHNb29A`9GOcb{cJVNTcsdE=*zR|$0>3gYR{q5rLyVMJP@5! z`2c|#%XVkOyp^O#&j%ZmYPV)bnW#Z_Z3SIQs|qF%JVaLmT|O_!4nbz}Me zSAd$*EL@mI3J=D1C#>@Xf@qEclZ;Bvub91l*BA31`Sr{9Mf4kg|1B=zKfT#C;#Y2d z17EX+jf(LO9=^{#VAx?dzhTGR{6@yP`;St9JvPqCZ$O+|;E*`a;E{2zena9qdiIHH z@812Wvro4pp20o8=r(xdp&viF;PVe+x5p*qRHq&}U2$&gv;}2tTqjn$`=MinsY@$9 zBtC|RKVAeVJ|sRa0i(qaF9&^GIOx-EK5FVO74g}0AQw>xDazM}zCWwB!_Q}Difn{k zmu9aOaCWB8&;GB^D)N(D2%9jBr&NJX!4`ZPGX?lK%jYM~AR2%#8HiCvrSkbXkp>c! zTr1DKv{HseJtA%0hC%@vDgKavDc?H#jDhVps-ENhifwn;VH~!yw!|L3Z?fIQo4@+a29I%V!7Awxj3Y z(RN4Y=V-g-@!`2QpWhYxs^hmdl{QC)%)5nL3kBi?3@$WtnK0!lk{dz>z?D;&U`O*z2-slRbCu26Wejy^juVO8`wos=|o@2B6) zn>6QV3%U)Q^u|ptUEaB&P2gfD?>0z}5>9 z=6BA&^Yn9Uy*p0?#-D?;@;O`QN$21ge9k8ne}{}N^bQ?z);p~KnSieSv)g-x=CpMW zE$A_1)}`lPU03$-FBVq^Mm$jKT~X`Y>R&>d247-b`Gtx0>y8o1=lx(ZJzIak$po z9VrHm6bWyrA}xmzHOR=pmZRmr?@-ZkqzFL`baa0mK0gi=IY;;3(fzUfyaP3p&-NAX zECzn_I!DjH<#wg0&4i+6AD+Q8pvu{UeI-r5zvg3YZdvzD_F8i~5B-cbD3Ew=9S|S0 zX-h9_vlktOor8vnYsfHpWWgKqWkMm8`AYa^UXnBfp`;X)E7Ef!{k&@F=W{xvSdPY@ zlT&F3R5??tNYAm%YWX6u6r`t6R)3T!OLnEmVpswgy8hv|3|X=JjPmJOyb0^!;QY*M z8&$vP+ZFvQ9JQ4h56TvmET3QyIwEkIxciKUsSAp$a>#}W4E{ZVJts@2fFaUl@Qm7* z-dIuIz3=4nATKGtLBl_F^B%Or#cRm6u&$H#2X~nm=ixIV&D(Fx8883Qg`NRp&Upt$ zp0fo-p7RN54Bya5jHlzy`G$@uw1tc~>m58a2iBA%&%nV)T>bj)ZtEVtuDwU+<%7n| zc;^p)dG9Y@C+7V2Vzt~^Rwa=b&--vpFDep`++3vq(fsv)GZG9ZUhl($WwJr7@bt;Z zD;vLP#jbf1XZ+-e8#{J>wT);0l^uPC>_g6(!*~#nA$&Z}GbHK+y!aE4ham&(ybzLR z3DlSheQD5F!Xkagy=Ek zUgVoNE~`O$m?vX7!rE8Bb3bMWbJL_t?Cwli3&-d62w_~a7iO{jsj~aXSvislSrn!% zI>6EC`BZKx)F8ZQaKlf?tCFu05gLhEL^Ad{nN=;vQY!>e@NzVzQWm_jR3Zk=fyr$c z$jMmc?55S7`WB=|cMxnnp;~B|)d$rfhZuHs?J%fq?0gZ;c6Kfk+Rm=+?j%L-crjZJ z%x3ViTfq@=vidByIdU#;t}`~Tb2P9zQj8pJ_k!wU1rN-+t>6^^qS|6W(L7g^;Q7>Tjd z04yfeuD&Cxoo&OaUHwOzFud9$U}P1>%`(rR5k($>L(ckyjZX6n8hYA0Wbn71frAcr zaPPh+uxqhLnO9XMQBZ(-Vx0Hocz?ujWx4VHqSAA7Zf&W!hes;E8cS8j$A_JgLwvXv#U@yj#$; zi*7;Fi}BKxW5BM$173rNzZMTgEr^f;BC%?1fs+}M-VCPHU_DWd&k!~0v-phJ{L^Sz z5g(enG@@WyngWGoxVRwUUtm|*U-9s9xl7+U$Y=4KY@o;f7T9nhVXnc$z7$ERVt3`@ zWy+A%J9A|1o;*c@VxR=Ah6K9#lPvl8_$4KcBJ~4ao+3ql67recupIW{GUS24O9q@k zA}ofyGZ_{lDFp!q^6{}8`RUVtmZ08I2=nfzY~emoJ}4LC{L~=DSrSzM4jLZ*=%jop zm!e|{fQl0gyK&Ggyin8dl8sf7Upfkmxh#Cckvyw2{D#8dG>yL*6=nuWp$1J*?m;sf z!7XqGI>H7t-QMVLMVcBSdmNG!&Vauo91^1@GiWpE;j)#PjoZv*vbkle8NX6$0->&1 zz>3s(`-6!4wH*As)%RZy+dTd8+_nPO@*MbnSrQuurcx40tv1_h8EtA0iVT>dzRaqu zR%*@a>=ny+|2%^cLDXWv7X^gG3TCom-p?R9cz-a-;zWv*E_3u2*Kr$@5VGYq?F6m2 zaZ=RL2LTL-fMOmT{jQVj(P^8edzI@4%8rc=%$>)}%^m}!jn@E)ocWl%{Eu}=I#>(S z6(VavW|GfTsj&1@Sw)hB)FY{gVJ871=}9?Th1_g4%8B_z7E+XCRmitc`TTIkKpB^gfz0*8 z2mzh^P<7InU6Tmef@dN#=o|@z^Bk`QKgX=5P|g%ohEsMpSWkO6&1wX*N)ya@N?#-2 zE;E#!T6eg*vo*I@bhf6B+E8;ED@Go4>@&fUn&bjgo)tV9Az^{$$clNL<5|6){WjlP z&8E4HWYh}YL2!JwfDPNM;DztE2mUUf2P;?|+kax4)v^6gY-`OqIJ&po-k^>&_k3`I z(paHw`uCN6o9^QblNWOdH4UlP1c0rhJVa(<(%iCER+?`c`zYy2g4wUgJdrS~r^dci zi;U~k)aJ@5vJe+)y=Lh{1$q-HQzEDPdyUtW*dG__GIe_bU9j^+yz>4W%G3!`b%(a%!tNy@80TW*-SkaC2} z%)oz)t_YcB=#y&|j-{5#!IQ2#(R|0yg!tg0GTVan!=MO|1L8wc!4ei!dPsT*z0Bl(-ABxqO$XuROkx8w z*K#ts08LG3}>2sPW_dPGwSqADdWty0$SOq7S7{JTyDR%iHWr6{HjeMoS|x4Jim{f z4!M`c!rxZFq)f|}$R0&-@7rk`*69j*b>F>7odZdgy{%L*R; zkoxU_pLg}2W(n?N1$*CpHS4Xu_iDFUojbQ(&2e1IeOh~bZoX7J?V~lvel^$FozJvg zI3}K2t!=J#@uOObXSf-7gkVwvG`FpO9VQ_(=Uc%o2=B8!z|5unf0~-aG~x3OomKBc z#C;p>hyI(BCtEnkIZRwsLCoZ<>EGHM#`O&SCJ7=L>V!ZKf{70~fb)1e`698Z=OASk z3hOrm>ijR|cYj_cdk$wR*8wEZSCOcw@zi(sDAh0v2(KVlT78v%mjri_rjkCE)Psn_~ADC_hc*o9+st8u`^5lx#Fmd zn*JM=vxfmCBznrlpaq1do)~fbQ)X_qu!LwR!b3F?(QLR*-XJ`Ufr&hlMpC&a0n=cA zt^m@gRet1%Bl*#&@d=8m@(CVS<{J`KSdw&;Kq3h$mJ@dYrNfOZ^Kj%fQ1&lkONjVeUfDfB{S00tOxM3Kt1@0pdf&$JK9?V#!P}NV69Q_nW;;+Us)!@qaTt^NXEs`M?>$m~qsrY4jyQlonJX7aw#UAUsNnH*MGZYVxBxDYJsZjud3Z49h$rRBJ#S zG@2tQ%@G^(x|V!Kf1U%9S0EfaEkLuNJzR~6zzd|!3iiHRulEdqW2qhRJY1moSivm> z|>(B6nPId0jc(o_|U)S1B?MHccK43kS8k~4e7CyAKzG2Zdexc(ly7Zn_4CN==FLdNrZ8~*cJ#F?+pa1e$=AD;HWe9iy zot`~eeId!n`@`gi|2xPJPo&PC*Rilv{3&%UTfJwlvv-dd-Teox3hF-Luuu57G>?EW zXI+EF6v4@?+$Um66--<;h){x$4vMfTK%oG!sRv%DD}5hK1PJ?*?6^XuAPkd;$zKH9 zcq8o*A3h9Z#Pwz_zJz!X8Ux|tP)|sDNFrD(MMM3K*^+O!$*>s@mgiqzkJ-d|L~9?dzRm^V!Um)gz@j)&bg3D%STdRm6`mZ#a!PPlQnmap3=76SyM^lpE z0oBI}j%MA?zKFuJfTJ0|tIrfT8QO=Hns7DStiGGutP~Ft#!k5AR_K7i#~z$;T^t>w zqvN~Q+g)rhUs&K;|Gw4tTRm4-w+#vhe6*}!WzOS!Msm>_IDS9vMRXbK^>5pI=k2fl*319hC4@sptH#G`g1Ne-Qp>7>kMy)F^%1uQOlqTaXCP~I76 zV)V%ZSA)ywtFzH(pOzIUOuYg{M?XYR%LnlBB*|fR=9qnF)H1U)FGa4ml~DYD@zQFs z!5r7gFH+SaWBo^tDOBfMOMHCb)?g2c^l0+aOv|wken9}QCxrrIOl=@Qb(3V?mpbSi zNJy%v$WMFsft6kR%_<7$JU-hubkq@N&)%_phD>`ocEhLlG3u)VVeh4-5(u8)3bX@m zg4yebO@43^%BP3+JSshKY#R95o6F|5bMO9qNcX7Ko`Ivjf+KJ?%tghvu*nrj4_@Qj zb!siD>(;v9#s_xCY#Ic{z?DSDJODQ=H`usIcAQ}&cQL_yBY86ol>#@AN=F^E1b8*X zhfJ6LJR~|y8SdW&4+sbl*P&(#(uYGOL51|-J~QR-iw>y#J=+iE%Q92|XO5rP9gO;d z+*ud#rPUu2Au2zt?-h#@7fg1z|La27l8ss~iO>l(0g8uRIgv9Cs6WS12#=(PMw4mK!AKlW)$--{0GT8espHvD1Do{t<`>K&AP19s{Ml$6)E; zIZXKj>4aeGS()ujV>f?Q<=U`)Zy|{ao5>)x=EoQ+1QHCd-W`W}KXvz*)LB z|LE2{XmMGuZ@z_j$s&2D!)Z) zT40Z9EXt|sY0)IdOv~-PhbnZk4Mcsb(b9kPZF27;zn6b}xK%zmnxjY!Q-m-HVKV$D zNoo>uQ6eY@(OSsHd=%38$xLKlK8OAjWJmi{GO&d12FlF<{V)4q;%I7>>_w>h`U7d` zvlEoN!iw#QAU>$B4q~$i3eRHt_3T8{*5+h+Zxc!w?aq=dpPiGJ{<%kdy3N8kh3G7l z$6$mo!{~jHf!QcJYVF+Icp~0-Vy?$AdjyBut-yPt{lUzAuK5|#&yBJWm3&Wl}sR zkO&eV+IJgN9ViWf4p0~Rt6xYeJ{E#6mEV!rYNu z`H&eAOiUF{;zQCy6BnJF>F2{#=PrRGAYU@|`3ULUe-27n97jUK6qU?y%g1@LdOO0~ z!TeVtRXP2AR%2Gc=r2Zo(dn5ve^};X6)N~L+w<w>|(ANnU8j&H^l}Umb?X$RZvUbODdHt=;^5e%}lc7-$ zfC$kJ3}-;^kklfsb}?#O-$bnrk`WuT)cOo2|rEigoW)Ukgf+}LS=n8C!2R$yME_8ust3bb>_ z@nHWpu0!M&m%$3md1MK%QQ~9)*2%GgC(1ck!3&AW?7}| z^j6?9*KykoZ92;h?YqiN&b^@A4wcS*XUN1kPs!s8{w1%xxk|Pkh?BVF^MW!Bf;pe$ zg6yzLdJ-mwbOT7k1TireCM-m1CBturxp+81Oo7uf$q&g6`%#vhpl>CMjMDAk1fso2 zcs@s=(OqAjmDoK{bQr3RTy2cdPK8;BZ`}XFc$2^0a8fs5t;-i%x zrWi01gBp{x#^jtPM<-w8x9c*cCb;{|%C7xyD~8i_uAA?$nCqVoB{IGnUdEhi}QRz`0-0~UKB|D(Y%o5D9 zD{bM^Yi+1E#V|uBI#hu)c!2TpZ*3}R+}cqR>ZCaB*Tb3am1>WnG&CkY4Qi5&CN#*y zMkp^6`q zOjKE%ncR?Bo!9Q7xeGEWW(5p$U$gs+^82A*&^p+OiB-Fj)NEo62+)4yh4>~N{yfP0 za~kHZM98z>;>G+1=B?wX`E?RGfKKF;DdIzk_B38#=Ap>s%MKz$+cj<2X}C!QO=2{M z5h?h-6X_Llbcx#*d*K0Ad;Dtr<)H83(PoMg$%>UUR<*uK+DD!^& zg3P`D_j234&&jNL3uO8ozmci8{Yoa^_LNMz^+^RTPrc)pGHvd!WX8PT$jrN*R=De- z7sNhZlKUThtq~r0>`!7w)9p?Fe&~t62=Uo8r_ty%y&VO3w{^VJi|LBYI^QZqJzy7bcmzGRX}Ki6$`b4#Ho#o+O9hc3oVQWauQSs#8TLPN3`r zVW{l2Dj^|No>frfV-P^H0_uFsE=*$4U&o+NUrv>0OR7pt$Z++gTjAWiDOnc5xq0J3 zgtD*vMrOgUht=uB``@mVDw^i};Tpjz@See=Tdnw5ks_;Y+JCBPTkkssLZg?p;-i&G z^LWY6Gi5+<&pE8QR@=#YL>1g9E{FG;QRwbBJk>j3=;2OKf8Ks)vpT05S)I4QsTp!8 z2@lntRXcJ)e6Xzie;D}%>_Ocx1(?Y8zznuGQ4S|n$k7ZG$HOe-6bTEmg^~ar#|(uD z5J`Awr>1irTmG$y5dUVPEsfLk8Oni)3^JW2LvTbF0{&TY4xPw(n8_}{Fnh65y``X|#uI$l#f{ zFILEazm`3uV_QmYjU|$Kzw96tp}6Up@L6afQlKOzqDEY6kc5G#HL!PXdcC9Xc698H zKJRFII^Ma~z}~aN^%lG@EMh;^HQrq7*$>t`Wlem(*LR%X`5n%%0Hs@fFBY3}i!k5Mi3Xwa>5*{9BC@mdq z!{lZ+gm1$Rj7TvsY2-tJoao{U+b}@C6~jLTj#==fph?Z$7dH`kOZ<_;#s|4fKgE$W-ut>>`T8) zE>|l1)=!O0`&4+AZKKMAazr3KE1}pg#^m+GO^LE(Yl^C}PQ_>4fpbC=SIo|AS%HZy zeL0_aZYc=CL`0h*D?7#ujYh-=q=%+XN5qFt#pYaUT-J`p9PgYM8OA6vgz8G>UR4l*?u7z#IzNceeT z%*AKu-a+413IH9whAR@L>qWMKYk@9atwQs0Y&gDJM1CRSYhsmu=y;Hyv8ld+!}kQC ze%OZ1pWcTgheP1(><)Z*s!6_TAuD zG5|Mhf`s-!loE<=cJvsb(tbO6fng)NXJF?!PqVXg!H;ObTr zA0&0c_aK)~zgv+<0ZiF@Fn)WAvQ0CR>fWFKNwyu#QV{?&cWwMA599~_KbSRaJW!~X zb+lI_0<@<=`B}CV(F3UWMf2D8FLLG3DJ0X%L=FlN7lyx6y-9)!L<#t027G@|LxyCC zW-gK&W%6pG2A#}=%nO`C-I;h~jy5A93$rF55lOoU{de;%IvhyJtwAa}s@5PA9jg`6 z&09lvh{tMAUjpplIthE~YIKK7tKe-^$77RW)CHG9azxfg&uwG{lk)o*i~z2ClG z*5_hiwnA%mScAz1nRkczc(ei@5AzlKLLIuE2!&OH zW-Zp(`smw>Lc+tz=JIU`^@L~5US!~hiW9RtM}?)6=q%Zad~J1qE7R6y`2K89QzkBE z@qhXcu}G#k6%%r*Imnm8iEVi{FL#knm9H(LQO4Frf@b8>B9AhcH0b z5ss;T-H~Xv8$<*6p0@Wz;>HeL1>heWkruFKOf69b;w}jG2M(0SgEDiGa$} z9phI|q%-Mx@CZ>SbC4xH?E3H~m`~5lj+9^2OwmjJ6}{i4S~&5cyT>8$5~R zrz|*pQlYzT*l{o0!1Y~wMZbLN)Y&^(>AjBpbOfikzLlRk;?uS$yT}8}J+sn_<_sG> zccHV-&{gp1`3kvhvf&R?0`Koi*ad4@9FT?T=!mR*a#W5Ns4yy_9V9jQ#_)zYBWkKc zApB>*F1@9+hoYp+Q$w|f zs?gOCA3nf@CO*1FVkdD%-L615I|smT2}R(L4H?9%7nnZOpIh7q$V0z;Qxz)R`B{N- zjAK+6otl}xeBA+X^O9s9}Llc!O%p9)aAc!>bTA7vsbgNx$`owbM*V>eVbc$^m#|yoBPi1vd-%J z`TRJ76*0|15lxaOD`cbW0>OPX^!`+m?5eqSs;*Xmn{7!t5JuW^ATu(a;ifQ5STtjy zYy^HoL;LFJRuLU2W-RwZf1Tr)%n?im%UnH4P{!%3%xud^m;@51(O0tm;TNYa$tT}l zK#m-&;bPM+n6)LOnBE(tr~qY0B$?7lo%v?)!gJIi;##D%~VVkvU9F>lYJ&8Wq- zAzqdse-Hce-@Lp=x(uABEDsER@xl0pnvr#Y^20GC5Wx^2Jq&E1^XH0X zZf-&4K=24ZfMzdRk*+`G2M0y9hi0x$7cNM!peWf-=KuETHXXYz^$wYE7%VUwCtc(o z5M7DzSd^K7w1zNY-!90(q8yT$BLFu~T_9%i#f5_mNAlwblHe3PQabnz5~o0fS^M-B zkMMyqb>74B>VGdnG*S`<_d?~vQGo-f0$^g3GTN!jYo!wQWwovr_Fou-*Ka*2KmWyx z(yeba6ry0c;l@DZuNeeVglxv}En?CqmRw+cD`qwRF2tuP`5~bS1QU1n9w9+cufn<` z3$QOtcY&iM03?o*B8sod{ZIZ?MQ$;}^ZRR$D;w~J1NpLeb3!wur!f(teK}?qo$6q7 z#xmtszMv#VG@~6jTp))}lt8^PdoLwS*&%)toKlLsDy*)q`=hA_7oQz<=6aO)KmiPRt{`2(_J0E7XghmlvF@KfakT%`zc;N!y#{3H}4K5TXAATGNG z(M<$oq$}Jj0tbNb^blL;!7?=ZHhJo~Kgr5X`!FFafxlyolwo}2IEi7i9vnw6l$8s| zRU+*StPrtV%OFO&TE=3cK=-EnXv zJ#FBb?S;0_+y7iO&$UyRfB5*1IskJ~8l0YrQ5&ifZ7u6RG3KAOqIB*CGwD%z8bEwV zemufQ!=Go6`1QcU5it@;o`%Y;4?H0o_kAY0MdgxTR3^A*HifoA002M$NklZb6f zl~z^ArIKPPF1-xGQ!Usem&?nfysBD?%POP@8I!mlZ}L}hX-W|q9(5;J?GTMp%+ zuxYL`doA4x+b~Ft6_#v4Q~~zk%e4j>LOC1ZI`!FYiLw?XXw#lF*?lNi4t{+O2@DYm zpMqHsUUZteQZegMP<}q}%>fb6c5piQrJ(a7lHo9YHPHL3)(&ZE+Cf?Uomq%Tv=$;8 z=ad6KBqA3b9D#SY5i&7zwL%8`o2+2{%dtj2%#`+U2EU){0B7Le zWDj}Rb{76%R%p%f**os^o8*TToYP&2CH@kvb%1TfA~yj@?Ti9y%(c z>;(LHSYBeq4mvCwSiR@0e2DTxthx0e{4<%b@cqq5PKfeD8$QWXlhK8L*(@Rb?=bvr zKz2w7LSS-owhgHt6KwERHHZ&L%y%F@TIr#}L*<7iFM{h`gN7p;bRU?sx+4$L0GV_D zWS>mv?8?yt{-P-9t>~`J+aHmB;@$f ztg+!i!=A9Y_l*e+pB(2Oe(PD()T#h#=re<8E-*x>AapLq%~EW&P6{(*F-l{s4+D?# z&=Fv&{b1UPkjUxx$ok!%37q<+9Jp9sp-4=5O$8V#xhdM(%TiMVSAX0p?p0gMy}8U= zRRvOXNiOi_)v?=B-1PI<<&C#jOYdQf92)@B8<=Yda=X9>$H@=*c^o)58+KU3)Ya7F zWkV>Rr*|aO9)!HZlimfjyJ+&_LywBKifH*n;2OaBxgBh=QMWy|Fvl8Zs*tjoO)*?qxEC|%fji-PUvIe!lwxbT%Aw(v8lYmUm zs4YX)ha`w$?hJR&LMOrGUW}B;05NI`a}*1=ng4FIj2R?n6fFii-Za$8X$^G5l)cER z92~zDvM@7jDRN-u%SBm{mLdjBY+G&PBq0Z3 z;HmlW0jfhv9(;gINIr83=5Y8B*#k_>=}?WVK!Rco^h;EZfku4`&aG+RqxVaNPa~lM zHK=amTu63KqA&R-6-4LMMLFL7Qn?N`dlN@*lqt2sJd^jn_IH0m8gS0^H@${!v#4urz#MlEPx-{wGK8)t# zIxhQkM(#9QXSw&$r)B%WZzR8@R*jt;5sS;KrMw!Xrm_O#Bxw&N0gjU#T{&)+N-f6D zbH!(|g=1}%TqwOH1(z<>kEo>>M^B(i_H!@&w{-1;^Mn77H^`PJ!ts%-2V?sv13b?< z6^O*gAU_82arPc9UHZ(f!L_Ii?HOGZ)IBo0oqOlQL&nWsnwXXUH1hjI;b4M+P5=d# z@1OkC9SH4jop7oA>5+ZwyeIE#+p+7PLn0>b^9>l6?iW0z7Iy@?0;yt*YtuwB7|rEb$@ zGE@9`HU2BFDwopA5~-;*NDlYV%(bix3J~@cFjuNTyxC=yRqC@P6*cO1A3dEZ4?ejN zH>w{9NpFOokA@Ni5~d$IGXc`e*v5y>AV1u!Ui)^2 zM?Aita-^*b^8Ucy%hDFzhu$s!T>80u886Dz#aYHm5}GEUgsK3Nqh3rzg|S@)8#C?C zOoYg~V04;Zw}&kpqIWWJqA{CcT6JPQ?AMz=PM2L@4 zE5>Uy-Nu5c^{AU|amLjmFg&%DNX7AJP}cq~V8mNGiJb+~NEq#a9d!mweOAashi(ac z-X3Y=dQI$_YZ(r&2LpR;Q&MaGI}69}i1cM+A1hcL`_*h~?!3(FtbUu@tOj>(bM$#f z+Z|mW%X{nS-ebG@el)k-lnj{vR?j8QG0g%D|EB5Nj7+?@gnIWd`Jq}uq~SeoiWKZ; z1r=a{@3+^Ilvp7d$4;2vTm3$>O=BN}mfLB*qL0qWEGRli@Jb)YPhjTXfAoTE|NM-~ ztjrpSMi@Ht?-+Fv*|J2CN*RLwQk4tZfr8R7Td|fFL5JlPNHwwyIo6hJ&w{FsD6Y-v z^6%JqS%FC=@y-V1JVRvHYJ|1_W5p49{P)XMRFhA{G?lN1t{lO=W~qE{%=tz?AC3{; zBt3wUV9+pesfc5YErzcQ#}*AU34%Kaf@YX2E~p!<3b2s41q{IW)fcH#hQk~+LU!)^ z7)tjAHC}RLEUT)i8#6f?8c^e64aUo=QmLxMNM6gavO;RAjWLsBXIUk6pStlA7L?LT zLvA2lDnPD+<*~aZa^hX$;?-LMFos9;VkHEax1M(Ij z!h2+8XpiV(pRmzsULnH|Jo?L*-mI>cc{uJq_!&>&7U28!^}zwCD6ZVx+zwdwh2}Ew zgJnDCI@<=l?BX|ayTK23*n$ECQ`aPTej{DCKbT?X zapDh?7M+#-yPJbi1W0-32O}ggh&dThyc7wkaARTO!nuZyu18=uJPe_cSa0M^ zaI%d=n(x{2#DWiG+o$Jb<(@oQd$3TYJbwoc&#U*Ikv04CW$6}}v^J-zmSl(dA(#h< zSc_G~cSO*Ds!=Y^1@P*(UVy;fR-uQNrga1xAe`LKfC&tA(;+6pvDexJa6K(1%R7rqtTS;nZ6BJjoiLCR9sn@L3}I341_}vdFCRVmxhuPdJ=6+maoQn z8UC(;y8fef7{*wG?^FdyL7IHw64D95K7nur@eb)L9lQc1s7D`pY{9dbwBP~Yw4Ow! z8p;l=BWnCJ217L{*4EaFJ*eIEV2h!%ZV;_+^{`rSp;(QdjBcDh=V9c*>n|alG4A=( z=VzqyomIX|fe7;HGDnU39lVjzxih1=LGIuHO-FA8LBT2%UEvcNebyE{KF-H~aLle< zN1lM{GZrdU5Pq0k<7VLdQ+@d3KwH2azCAtDaxc%GFyoR{@?M~VE>6emUcup!H z$?+od9#E;Ntf`eM+z3sA>WNO>KIXp_@gd();Qz3-3Gpc@D^=f38bldz`+?77?Bv_z zrcRwDtj8Q9+ACmuJ^3NwarcGV19RQg5g*j@0tq7dp>Gd~js{bc(*}xbrb=Bf{XC1) z^&WbU%$)xUW*eF6#bRw2f{_Bu6Tug3EfO3q+04XPsPzTH!>zeul2XK|iV>{1YzFJ6Z8@0HD(w6`SL|We zXSs5{V+RQF_lfKM`fS6b!3taO4q3tcynWZ@b$C}9YtaOR7EUIV}D(!vE*$w_|SYdn@M`ezkRFUW_MCB&|lHi=Vk4guZE>L!cN^m#&$-)sDQPX}9512F0 z8RMsaSC01>LmLyHS`eQa1Q`{<^p|c67_#@i2Y&hLrDB_%Lg-k#~R!2P2$( z5N_ug%-S)bGUfIMUQbtu1Sw3J6vxjIQEtu6Q3F>IDbxk7jNfzcuP~@I~JcK zBctzC%(|WHP(^^~ly!^K5Op3f-Ko}+_?S#z%ITRQ`E^hZUkv@L`Sz5Q7NgIO_| z4640tlnk8kxcqI&7qS%v?Uu3*3?x}P+9^`AlTOV!hT~nGZx3H``uQkdAMDrEME0Hj zR-~z+W73@bHe+`(Sy`^AnKJ&BkU6+}6 zMyI_nx2yNiH_*UJntSYk@4MBciQ85o`RcU;CRj+-p`i)fDqK^2K4!I=gooz-dN%;N z1JtQKy49pcw|aeZElpgDw;_THWQU}O&dZDH^73#(%8BSwZ}K)4TJ;w`!IK&n=dB(Fm+M% zaDiYD&~1*&Cf$ViK*5Tx1@S2d@hS8P9vmIXh*Jsbbe|S8;KDeNuzzOa5e(VZ*B>=`kFd8f<&&0w^Xt4!$%f zauzfU%rFv>RpByV#3VVLdPe!(T&`?Tb}qvVMYV@Y5AT77J;I~cHxM66dc4s99tj03 zS78VIjEeXw!H4MZT!bfv56+3yQt3VTZn@zWgaHOetMg#e!w}pw5*{~%yEi62RDc@H zU53w(w#{Naq)83s;$Te1y(>3whPRr%$?e56in5K-4F9x zGgxx~(Pedr{TKyT58`hNa33qI{Rk?S1=buuB!&e@z^q{P*|i5?HrxktX$R}}gWzFs zxt3VJHw~G+uV1k2%J&Ht{Jow*r&%jlUAr}Vac%L8S;5}3$@OdY!Sn*Nj~R^qG$VE| zOD!}HzU$4sO_%Pq*9YgNhz}gR-ElCzw(UH8cRQzucZ0f4 zI1Fd4JZGQL6-K@ugx0}}yWXjZ&P@tNOg{(xz^<@$1`LGnOn2!!c)aX6a9GJ^CCcl( zRg3C02v8~46R%n*^)Da+3pyJXp#Zr003Q(}795$ub!{ z<^ffmoQb9Uz~ueIry}d~C<#O!B7^wQ&*w^CAHyN7!5Ph{>&37`4LW?G3O$|N(6Y+A za#q9Ntng0TrxR?Xu8;~l`V5!R(;t_&SA3y5!lheI%8oD2!o-z`+&z%1;j5!a3SRu> zaCBa_9cCsFA}i9vZFWgd9U-DZ6oZb0SjA2Spz|ITE59N1PVFF?W zt82?=%IewElOAh7K2D4pph@uC6@s(7XFnr6QFB4_x=sTpnTQBec`1}N*dc5X0z!NS53wx9`>e!-&){DKF?dHVH?*}li{^}$yM0pE|W z4}O?ZQyUbov*9EM-}jRR54Y*mWrcru)Nv>y=b-ddyZJ@eG8CLdN2je;Ej-&fpp)U* z!dTI~KP~`DOSp&0`-@{0iAm4SQv^pxUTMO^mWmI}T_irdg;xg>B%)67F%chrXEAJb zyjfIxN^s-&@UW<51|kKHB~;0@+kcBtJ=8hzHEtXo%UI?@J3KcyH=7h6C_j8q&5Zxb zWoFtO3o{?GVxr~=$qy^Kdj=cM&Rn*kW*Pl~=pfzJa}c5erpsds-;w28j>Es_TSP15 z%leNQ*@X(gjM&0JzZ$9#Nymo>V_$~9t*{(YwLOp&k>F^;qg!+5w-z~v>>>6eWS%~N z&s%`UY6YzxU8{EOM>$ZG>;UJs2ByTOAmP)nckX(9)6X{jTVGRqEj#xA5Bt|Z58&5p zOH*`9!DmH3XZG5r&(jru!xxbLfGq)k^NR0l=6$%9`%qD7iZwj0Iy5C~+JwcHrl_XG zrzy#yQ?h-4aP3BBW`wsdK~6OGt?NF{RS9DM@ULC+@PhZ?%M&S~18xWDnJR64ko_Nn zw+s65b{H>wBK{|Qe5{F&3ns)i1k1eo_f_)c@jN+vJWG&qKoOtI7{|bO)L6=v<7O57 zarlpFPkA|~_*eep9>!jE3;3*3eAKSoLc&C~2jeCjr;U^{_)U^1~#;AU?G$Y2h0>w#XJRDBabw``-CK zUGQoJBE0aGy^D%ebqM+w|L2^X`D4J%$Q{uUj=;f(zfO({ix~AQ58pu>P?8}53eQDI zS=BzFGiqI#hadzesmTvW4@1|z6zSoBkF1ixgQSCds674bEAX{J-hd0BQ}|a7C58-D zJ2R8ukn~XHVXJRW%ZZPn78PFx3&wYs;2GeJI-Oc9_dN8Rg!e?IWh7tfy@5_Ixwij|nL#z1Pff+NMrOtP9=wnrHB`sO}!wd+>wLC1+f zLx-#Cmd=eDI!%2`+g1DXkoTi`FeU!lefi%b5Fz7W(4;fHHLmUP$L>M&;&qIbJMav( z5KNY*pEG-{ekPl1>72W2*Og$wOpWHY>vcMy;(KkO;56rdqt~g_9e5vg%lu^;?5E7c z$4q+clN}QgLi&#nk^79!(_23~i?S10^5(M7<$+)SQ@Rbm2fjQ5Q3GqDB0MgrWbWO0 z5~7hYNyRwlivpyqZf>6Jwk)d4n)onLAd7}Nd-q2$PBk=3~3aSrC51pBnWzxg&}0Ys{(x(KgM_=*3VuMd8V#HTH@DZ-(t&kL`-Js zo<9e<1^-GbD(lT$n&jvkrOq976+Y zb%2y;ti&L%v4VsM(A(^_s~BNt0sTGAwIp3CvIGOz_tP4)=GF~--`BBUAHTb54^&SJ zklfk>32}4Jg?XKR9-C`p6e-OIdCjXwQ<7-j)^wTgwSMQnw-(BcS;c9(tO<`^Z#H$& zEM+#kX_Fe)UkzA+oetIX^?PUS*Ye17?@QmP2bH4J5oQ~Aj0?^%H+f<*&+6wSJzOT3 ztnk_pA6gL%GZ&+}m>7_gViy~d@1n|qPv|gJM~eig->?aifO;e6KtS}^iS#>aSq-lI zA4yH!KRvFRTl4mY{pi`#p!h&Xg2HnN-wRg}gv@gb$xj8on*@lFUL(fMg|l;4l!}@I zwI>p(VCe5k7Y|y6>Rex%5FfwL=&CNgrj$6j_e^i^9Vu>0!YSse(E|D>)LLTQ8Fs{%ybZR*=Pu9Bo;)D>oM&e^b zWp$DtX02qRJ|^z7g$|dXuA`)#O9%+Z`ye<5D=jT8ml{ZNpr-h#t2Jdczn>;OOjX$U zKSS-|P2umded_5y3YevYc4q=9BvHhJ4I-y%j_4#)hLVGu1XCAbIBnC(c`Qs{$j<{} z6b#9e`#Ym5I~|#wec%g(Bu!-dPPWm?v5SPKg9iu=9KCdOn=vz>?++db73oDUc#y6T zNTv!fdx7*2Mjjx(WRb}DJVaI99e3-mM|@IWM@4>$x9E3fC`zzYtsgt!GA@EpY(Uq=&6}Ks0xZngo$J&>>KR3W^5R zBtrjfuWd@On*MD*hUS*d$Ms#8dECn}gS3Kq5Nd9@xdG{F*Ky!74~op;q+vCfnz!lw z?X~88uf?(>!q(c~yxzaRHOEKdyNv3h=^5lRW`2IS-5#hCY4xThE#D`tlIRH#+veUg zd+T&xz?SbH_xn!YWm0@JxnZjnAGZ9vDFNc&G?6h9b~*eV8SS+Ufgh}Y$fBYAnjIix1{BtNByJ14O@a|YQx`LD&q#~?pUW2ixgkp_?k!HUA69PK~f zT_eF=AS8GXkzkkrDH?bnm$UFi)U+>reSAV9D+0TW&FkpiQBgJ0p|;Ud9?MJKFkL~oJ!sE|9X=eCx>AU?bS z4IlwB)*Cm3H)Yd~PX$qF;(?MCp(rOog@;be9&k=$u{9E!1{kDA6Cd6@)EmL)W-7wd z*0n$UfkvqO1%6$|tEe@%04g>xk%doE034%PwxiwzhL?d%z7g?(LzoZBXBdDQ z6k<=j|Tl(w7s8-3sbk#&qrhR z0hq{|KyS0x>hH7HYG0a`w)Vc4>lw+h3g>5q7@V^emZKB3!U|j`dm!=B1BRKj*&Ae9 zvfli?*J9bxF**88N1u1Jy(v-tpZ?oCus657W;BmRr^75@En?9^{h4B#?L!4 zRa$K~j;+C;O{=IaX?6ecT}{x9$d1WLTl@BC;-dY4xSj;(!;Poq{q-l%BJU3-dUOkSA$=ibMqf?yj!2B6<>av`Y4bfa+U4MNm_HHNJfOnygdg#I@ZE=U7WB2IDnzi@r;YSOGr#t;u7{D*GR2@v)kctnTB5!^8m7KrI*C%rM zDt*!MqF~-4@ljsrSl1uoUQ>6(hnf;UN|#=5A=+d`355f31Xw&rZIw)Dp_ClWM77GJ zQ?2%pAbA8p-9axPD!Cz^7p5}IEYHzuC4wrzQMo2&flri2y%9zn_F$49W^jfi=j`u{ zYmi5N%*2OG9)3_zfHaKxPE14K;Rh6!fb-BH8q2|O9(ydXl04#9UaCIRN8bPX7gg|C zkU0v01)R&X*PKP%iF2wFa8x;PxGP7AksNX8CWpv#lo(}WR$L?nBpM_<+FwRX$|OSs zrR1p#FuDxaqoU*t59;HiukS3?_vI|r_vlq*gFvfY&QfJgqe;yP95tq9vfya{ zy=*g|EB~@FicdFI_mjFKCi$h8SGey6v)`n{`sH)TGR zS=ZpuYaP?eS!z~J?3Y<)9F+_6HfQBZZ#N&yWqT8o8hy$Us7_!eKH7nu&i-1Jp)$j| zjrAJqERF)>Itk40tI;XLaCn9RQKMhyU{n@H!2WB%{!c~ zfitOddx^lBQak|jQigD_50rdt<1tiy^zV!`zv9DDUCQKz_J<><2&g0mVD<`6sEqa} zSo*y9zEXXtz~r*w(}ahq1{O(nbUW*u_?UfcX+3fE4>NwDk)>P7*8`?VEUZ0LeSF~L zoJV|g$Q!2M44B#~v?Qjqibgn`*r#s$gjKr)myf+3{zqRtfRRu-;~O&yT8?^SWx-tfl;-y5w!3E9CUBP=jE%8N=GD%5Mu+E2m--kc(Gxl;g4rtb|cp9B!vS!u_QDHRzN2m&Zo)6d!*7 zSrDJ675OQS;qWAe4vCL8cOg~8iyrSLSY!X7P?AjgM$}N?oL|cP z1&8QI{mQC|Pov7Ukq$2mk}*GSk=dvSSm0R+aDEyt|Go+Y29*OV18!%<@I7qXT&L7) zj@dyK$ldU79;3n0T=qUZRDm??)gMRet`r&WbJzRSJxyn+tHzwBKKuK>*L7!vPj7eS z1I2rDM(Ff*SNC6#eY$~im@Y!Y`GC;(=`3}4T{O6QyR+XFbi1?fUeN9C@|U~)?(Wmw zedw~nROdZ&o^jQ2;I;MWCugZvN*txUH*+SAR^Eq9Gn&ADD>}XRI z)gAkQh3w4H7l(1p@`4&7&JJRnO`Mgb<|dr}$1a)rTedJ|OeMxnVr(oO|7pb3wesTo zU8D3lY=meot84N|;AAXl4KvZ|A@^HT&e0tQB3--jvl|2V27ZjeEG`jyZ~`}%pb{q**Wnsu1DgtV$F7m z$AqM@$uK{Gl#uiUMKy+*s|g}bw!m{h#o@;Ql#+#vtv?n&oKMK(5|`3UDLua7RV6-+ zBd}^qQNPk^-m#Cq{#F*R-!ET}nyJW7QU8i+1Q%5vs$sUo$7JpT=}}H>I8Ku-tGNyP zl;05)p%MX=@jjoHn9?xK!8ge#6af#RHW8d*zC>s(DdbsB9`UUt$yGXFrrv?lf7C*m z_WKU`9fAM8o4r$24nJc=81W-Ug>fQNRuFXTV^n4xiCINsUIHH?Y|~Mix$G?Dyo%pr zQG3i4w7KHemASK2H-OGkca6KdhR4}?)pj)cE-U86XrSE?1DY0H!QJnj$1%ZsNAH$B zT~~Op-?InpJhE>=_PL8g^<4V|N9cfWV_ZvKgVj_&DRwz;|o<_(era~{B;+hL$OH*RelXwa>oDatcrTi`kl?t=+s^h)o6pgw1%oDRBxY1{%=w9Ahv2Bz zsdGVY08YQbdW*h}oU&ua9GLSL?!&YoM`gjEulQ(RA6N&VJ`uqnW(MG%0Uy!8 zn5wWklt-IWL1xWeZ47U>C_Fc5^KwaiNO$z;ElqvwiH|K>LBGgxJEu*%`s~5Pw+6 zvtE4pONqk#V!`1UxC0jv-InS$mTC_X6p0u=e1B0---V?l7gKYbFA-2Ct4xI_XXMDvW11BZ*F(MP_7|amXHStl?^3OJ8k$e{|O$q(2fJ_gCpEu{8j=3dqd zLVSLnwN#?wYe-BY<_$px4~v1lHK7euD*Eg+c0zm%+a!q(M}5%*#R!^Vm~lNW^=ZhK zDKP0(k@mgc#>~Mtgah;soVhLihW{j$p6G%RT!tOjFmag*4+@0g=VLK>aoxrg#{I@I ziUffGC6{l7`-DUqQdI@AicY2vQcc`{RhYp*fDrd50ICq>T2I)hi-#i8XUW=93byO| z?cR|uN6wW|)7Q#Rm~U$VW-wleiAd+HK90Gm(1ThG+c*4#I0qL;ixG63)^l=k?k>*P z#d*89kL%peQDr=4>O!O#Sw=VuQaA%@lPj1Nr~6sfmGu3kR6Nl5KLGR;9?nu%QKi*B zygNM~kxp$R*qWo+=3mxR6F5utIUS};@y*eQJP33z+*#`EzVvp7_hot~`Z#B)ZXEA7 zbw}=~Hn_t5UYEafmhbe`F~*b<&W}^S2RU{{4&4zi^F8PekM8t1%hTrVJeI$+hxxqD zmk%pnoXN96Y%n;3gp%(?=OyOL-&UW1$sN(zm%@(+n7IO`E6ktw>&hcAcO8;NsMBVm zE*kya8u_6A57Ozm{wfp*2iZL2l?LSob0eZ&Bp7BTEUCUi2-O};wGaY-o?r}9*PzNn zpH*KF7w>S?(-y*`>vBzcj5#SC6CaWwk{Oa85})J>=?YYNXzpSiPtwD|F!xG)4Dy4J zDD+E3yHFAne?Q_C3oAoK`F7fGDzM;n@R2)gNcrcM_+XZH8}egEeAq^7;B>a_GiOM+ zu80rYa~?N+#tMm~DK3I;9Q5tcwE;77G4%LR|c~~@TkFk|u=31wS5B#lE#7B~!n|L{#@}4is-Eei= zmu&yiNu=yeU3q3MeXU<+t$;nTibO!l#HcjfS99EdOOUm;P<`NFMJFpjGf|a7{h<=X z=TyVop}bIaiA<`iNKYt;)O-IMD@QKemP>e^lVCnaF5H!@gI8t5q{ULTUQcDy%`w~KXbD>A z>bEmj8kH(5*87D!(xB%da+ccv-q~^YyWRf$w(FdD(P&WaH&yd0fj~P;@Atm-@0^`i zZ@=H~R?y!ujD#x`^gQ=+90QgX2=HN{L+|~a^7-k+F1$*-&msc=!(Z?tfc-4BJj1<;c@LGW`2B@}Ge}%S#`OlgAr8C*^8F z)q#JGHx+RBmw2J`$C0xP8{!j=xvsDr4wF^{NDqU@dWK-GEo>+8p-GFrJRTqRtnBmhM7}90V-9#o^g(kp05p=YpZ@Bn7_V zAUsJl!_WiKHm=hr?OBOpT6klZE4A#wXc5c0W+z*??Dex?le%+D}6J~7@jc;de5{+?KHee(nx&j_opIUiJfEr^^XkIl1eM zdAnR<8lscC!W6tqS71JT5KKb+7FU=&bE~+*_#ZclE70uX47~4gC`-h*SSH4!Oc4`) z-KsDN&+iO;FB5;+<`VYh)4a}dHTGwe-=9!se?&R^Awx!hR1BZKT84eMN@3`Pi_lWrYl#yj)?(q-EA+z0E!yJbtMR`gVzYGiITDf%@jduYQy_Kbuv`rO=47v7_^t?A&G)Opj4#D(oH2M zt-1UF^W56)S7mkPWtqR`Pnq!3CaK@%ZPg)F$3yWjrm8T^TslS^i4J{xIP*E7meCHe zEuxCW&aOY>za_HsTOKB(G#NPNJ0&#af`zc1WpH2;5`uqvnfnOCxOH!)F1n~#0q=_C}6j-)ja9L^4u(SMi*)VGvFItln zP9F-j2OvQy=%1d5O{aJ6;B|v`<|j_Zd1*!?@!7onm_#F<5Q79pmjY8q<_@6m4U`|h zlA7R<O+-4}LriC81n1iA#gYECnOlXhMU@iOzApcoz(G&VkAWQfnC;2l&A z4rw4pfM)>g(f+W916+0m{hRwqi-%N}BA9^BjAB?Piig<3Be+9!p zl+t|Y9g1_Yh!?4oyXvDFN-RL4X)C#S8Di2hZ(`4!9rOE&}2)$}0i! z;1ZZ0lHlvK%9zRmjcP8~36V!~@`#TnK$;M_YJ+uq>o5h)x_dWAu3SB@NL9{_JAx7Q z^7Y6W;uC@T56`P&AF;zvwFh9wp6)SWfLg~OBd@SJcR^HdMKF^vSkgl;51uAr44N2yYb?4(xRTQR5l zx;o7(*v4ow!;u<_5(*imRe}nhnsiPTygVm6-6Q!YQubVY@IEyduSmn6gc{&6eE%Bk z`Pjnsy_rYLs31NVTS*e>N{1Ox7{+Aqg^>x^Qy5Kp8yhM=9cytnN7i zv+L5XNa909##ZUEBR(K8`R3QcGY7!Wh9t-vAJ#VknV10a@dZipg_KH=_z->={YDrB z$S8O=1ry{)D?pA?MQ)%HIZ9cOjk(e|Uz%f>iI-lc(q+K5V&HwzAy1D;psm}!vanw_ z6Rdk(W}`%sXoh`5rNf=;cuVHgDx$yMDg*4wF5Ih zsCYiXF*Pp)MOMga)~4r_oa@pR&+>mmd~nZx96t}P&^5lyQ&auIKzyPbgZMOo;?oR@ zkHra?<`vcBs3YD`J^~QXj~}*VDX1EdBfT){X~?Ji{xCK# z+=lq%h1AyCk5%!(kC_oRWFD33^*VrEBjPe9CFK+wL2+c7aLRV2_<;D(Cd?p$bdF<6 z=B-tq;6!--$AQ_#qvr(GhY>(IsU7Ed@rUy_O zEBL{->J%VkRKGMhih=M7!@M*W=zY#ob0u@H%l3_({Q$5)PrvV#;~$560>)&qwkfyU z|HgjZ*?n_6BWwFR0rwH^uHkIIel~9qTTd780jd2r!RtE%@5_gI-~r%_km&6$pAFy7 z#|^w8iMxU?D%1yoeSZ1BUT2`wf}-28mRth-R7=6tB(#hqmwQ5foxfZ#cv`i&xpy$9)-6m8r6`VW zLG#jon)oOmAI{x{OVHG{ZQpsRQm>Qp!*WD?l<%s=)WwO;(YD=%Ysu|^lGPOPsa3Dl zRERJCcf^MQgP@R<1@Y-d;)BrB+ry$8T|lrQEAgRMwi==anNgV{DBXdH(iFjwPrjI3 z(+8%mDKi%2BR+cA9LIE#5dHJSha`yf%20jiN5qeD4iEPE!0$kE;2ezm=8(nU_@)-( z1G^)7eg?GSqf@FMkXIq;8WW2`4N!^?Y_G`BBtA-VR5n+G_%P}xC$TFC@iBVRu6xS{ zc_M*w1QH*_Bys^ij99xD_`-+F40peEb?pM}vy5u99o?o!xshmts5$|i)7@Re)%|lM zU2sHx=usOwHAdX!-IHF|_iTR+pJ>e7Y=SqI9f8NVyZ;B>Z+~y*bza{KakyN;(S7S} z{Jr^nj+O%uKEgGcVZU?uMK!@SoWs>`xzE*adA|?(eqBFX6PvPRE>~Rki)2g_=lR>b zPv=FQ21Xda_d$K^3ij7DuNUO{==8#r>lidsIQr)1ZSLNWyZ3KC7nk+@>u0v#Z$3u7 zV^{Sb2!BDyjjLm9mAE{$*ifiIfap2^LSvn(2BC4bR!obC&6j| zwNYIhC;u2mWe5L#Q>t9NCVitz)tLd}vjf2jFT$buHinK` zJAeq6>B_^OA0s#cg*hJ1+E&s-@}milPMMKmL#4?JY7W&N5+8r4TTD3%J#Dsp2UNWR z=?D$tLlZ|{AT0J^@+&^f@GMa7OazVzk0wDJiNFbBox=}3Vhw+&KV}#`AEWVdRslJx zSpKPPnmFiG6AE*xD|$yMf9LLAoIMw}t2j=Ph~;Dl`v%8+KlaNcUmEt;@{MT>JA58| zuxtkRDH}KK-2W2vy*WyGzh;7VugiS*`rF-q+63otj({jcw{?M_nC9r1IESm>^7-B6 zA9wp{GIs@6zh_=@Mk@4nb6(WTx-9VbBrmSu>bvmw`drRZeIJg}VB}f*JpWIxo8O-% zJxmSaL%REjTL1t+07*naR8y91oyK)t-?>kr>OP?2V@rH!s?1M*6zM@bLPdw_4M#*1 z^v!ZdeCXVac`{X-6M~L*ND@?9`1h2Etd8%FxiG6Wlmkc3TH07BE;s&`8#k|^)x9A% zZ!kq0`!5ooTeq*Nc0Bhs2gSq8hRYo}CsM!dYf>EZpV6#tw12P$SvvYRggdEX@h|Q-4xtx5NR!O?b)}W~ z80069_!!F1zd?LRg7gGx#>g?vLiZidmA5|`i`WV5g@Md~_$VJAkOo`wV@rTAO^5RH zG3MdIhvINZs68Y>+R2%Y&Po9SLDJ;OYMaN$HsV2;otr_DAZ;r0^MIzVAV$u10S+0| zFoGrOm_qakg1QrdnSudlm8ahSZ>9dYwiyB8xUT|&zjJqA&Yp|g1Aw4#=OEE{buYX= z$&-dXxnLt;uB^TBoy_1qdm{Buuk#t5f$zXwLuGDw?3dZ7y1QTVw{^ITSXzvy`Ax%x}*FV7=|(oFmJkh|E~6v?C5hj zOC2eqdK=GepXcq@-Ms@>~RKOjy@FYL?@nH0|_` za_H6_cbX|35g*QO;1N{gE~dP?1HWN4XIEHkm05EaZT@%X?83d0_!LoQF8KF=D5Ni0 zyRW}rSXIu*el#TJ>8mhp-GPtAT{Yc|`>;fIbfbY$4VkYrn!E=rLJqlX~NNXr?R058c&Au^t_rUvOqn$^BG%2zt zQF^d5!I^^N#y_hhpNQ z)4_f2&Y=USI!n!gRgK_p$TR4CYOpiv3eL`}wp;S7&b#-T+UIpg>x}*83hwili!#DN z4T@mc4*qa7NW}3rqw{%xqz8&U>TY|#BdQzbIy(SCbN$1i+Ju4VAT=T{V~ct)gUxBoaLKKy3%^I^)kdU$?Cd=QZLYIt02%-I#a z^yB}H>VNU7q=P@u!TFz^vkNCwfeX)_JLh@*x>9?dynaXCd;FPhGyKA;ZwDhi52l(6 zSSBXr&E}2A=MYX#o8TQ*4UWz56$q`0xuq&f5{SDK$pP8%MVt{1ISheh%E-|Cpy70yhSK5_#JS8GSrLK=pae;gF0cV~?xG_toE0^= zu1ThLzU6Ux8@~Y?XB8C_zf*A$;G`G^a5)6O*Wfm1;P3VKENE&b1*|CD{f?8^YUHn2 znU`!UEv}m@j!-zFbCzQ&Xy)x&QM13kndouZe82gZ5j+cae$G7?hS5Laafq#fl-tyO z!1>o8uslzG@cr>U^PPv|n}mVL5TWSZ5d2L*1V)BwSV*qTb2xZ@eQj3Oj;?Fo#{1>{ zo5B0nFdyq^Sv>=v!wHy|`ApoeDl1F)1upY^_V3?*-Tcn&_i;TGs+fjuq}iymF%JmG z`AvwIeb2q-Nc9v$RhMgHTXola7ZWNa1=QFDjsT?&*G6W*z8|vQF#TZdBm}`u2e8Nj% zFn}eF4;`FGPM#wN4_~wrAI7!Q#OKycPNanP^#O^G>-PB$;`q?37D^8o3iy{IK70SX zB~P||1+j~2C|_6lyXsD!k^hbQhVO=D$Sde^%=6j!u5Wm)+>(h;p7#h$-5yuwi5Ytj zUVINv@FY$fb?%&aBK>EkuCSb_Fwy{y<^o$wA28zQVIk3vFE`YlC$B;AxMj9m>V}F9 zJBbf{dl<-!;lSyD6p}sM989pQ{C4S6s*!~G6 zCxh&0#l$c>AtRtsCPLun!CoPIhuS2?)b{v1bCu08BsG@C*1mCKL&e6|yx)GAm7cpE zmmWo89(khgov9<0z`V`T@2%%Tr9@MrBhXihpjlGe;mso`)HV1x6es)0n&UH-9_EnUWtnt#K5ZdOLL zg2FPvvSE|oE#*ibV_#;>$Li(K*e2*PJA-RALMs*QmGU{v_pO&5J)e0S^PDax+#UuZ z6p_#j13{WAn2&X~%xjtRxz5KVK}Mu^)Ws1fFAkvhJ4#hut|IF)tc8(xm{0r=JdY9i z30L`_`YdbEtV}9O|BUD4dpZr1PUrb-s0Xex8HpGDDXcmMLpwdzM89Ai>ZG zfa0RTa;iviUbR{+9ZCa^#{fItGLf>S2N-%{Y>gAyWu*co2h3;U3hr zjrzs3PT*N>8$JU!b+(HazH{$qE@yR-vqliyY`1p|YXhO($Y9&4#8Ezqk zY9jD5El|Gd+zN}Wdo3io=28EUa?9IyePbAA-bg=lQN{BKz^Tbq9?aJVCs4jUNQ(oU zpR3M>%;PVoRBAb+ctE8rs66K)5*yw`2EAi-&H~XTZ zJkEcbvsu<|J8ZB(yp-#Rw9L2yR>A|O_~68cenSS?$xCfVb>)C#QFYp|{fsQhI3`VKPtMwa9lSGg)$U9tPoT}NV$#QClq9g>&`%h z$ysIVZaW(TLN^ZXQhmJnyoPE6`?sa?)u}ml4#|(6Kro2m;jzwGH$EUKKJ4vT?!#GX zzMlOuAYcSZ0V`jUg2?!Wm|qRw&r-=L$=lKh zm>UY+z_8KK4Trh0(EFXG=7vKz2oEB{Cko)XAk9>~86XcxWE;Uv_MdNk}*g-C$--8o4q z$qxw^6(qhV{d~?$U3xe>MFl!H2ZH>N_A|S3V5nIL z_6s594hB@+j4fUNTtw{SS>C}ZGZrr0`tn~_r4F8?Bp!xbABrNW!BSF#iuOK6W^gMZ25g(3X0#t-j_5krQ)iQ{W5ls^lfI|83 zfHcPde?QIHDofVwl`~M>u7cwjpMrr0^VFW(unj)QAKjz#2oDL6@z1!H;oOYxAgBN0 zsIEgYZ^Z%GwDY>mUUot%*LzWl2cbuUio@I>-V5>J=q--Q@}`*2?hD z4yKHmRrJB(4`S`q=2=I9R z-VcqiE9f4vPHm6HKm#<){&DCW#AE0=lo>jId!bx#gc-MaB9A))kI~23k47^)kn`X*Kw3GPwIM@Dai|o3{f0}oUq?-KBgGTfCutF;e~wRjc@FO zGV6J#n?BDqNIqXr$>e6+oH{;jU?}o)b@qJL#lUWgoP0m9` z&PC*2kRGs1MS3`dJCEcj8$Wv8p@>DmsQ~D>MfUF%f{4bj?M<7xL6&bkq|9BI@!iTu zZ{5NxvM|t_x%^c3|7Q>%O?Px^8@ZWR*mL-btloSAI0qH#Dj4Y<>G|q7#rDmzx%w!m z+^j^1Hd-6xDLw4TFfub6%@Qzo6h~qA=0|1)p3nlBzomG`x0DjmO|2*%1K%Qr#z+l# z#5EVs_!bIY2`$AQdB4GVFt3Rj9*9%ojiJ0=(U|W9;IdC_3zd3e2yh7u(`M=vBu%*f z{lFLZLipf$?iXz6g7ABLm+&86E1AUk_0V%}Bhe)JKuOzXS z_&<0DUJroch@<3z;q1(#Ou1eRBkgqFWqx)B=69AeS8$s5SuXJGx^toPk?vsV&V{)X zV$N4ww*Rd@hdJdjJg4r|@OQf0@Hl_W8R!ZDaV^l;p`2MdQS33%G8E-mX)YVOOw^F=azU(1_~t zqRWr7^2KsvK8C;ZgnH(QXK;mLs0TEPf|T1s?<BF{3iEpv#k^NFM(NehmKz$8Cj>`S94fSz`K}?kjAasV5IsZ{PV;o|6E;v;o;V8JqlCT zS;^d+E33C$maY3l28>-J5y>s_ER^6hz(((Z`1nD}4NO7BRJyr%z_d{mnVSW}1BJc> z$WO7jW>OTyqNqxnNij5xMN!ZVG*xL~^!&_t6b;wID3lMOfh>f3c?6A_GZaPzR}2+r zQB;gX2@oys47}KJnNOzMx|UX zj$<_Ru{vd*FM_;9=rW-9>C{oa*V~x?nI~OA=T+ucg6lk<&(3`2>bKm-SCWtil3S>A@qDTy3$;fpKn5WL83Oq!0Z^$nt6dxo#!+GJh!1^y;!;4C z;oQsshK~hSkk3cWmQ4q5$m;BK%B+-;eL}JiUyySMSVz^x>Qf6s!Zz1TbnKV0`@a8p zE<{*X*SLm@o`-d3<>n(Yd&OSV*>#a$;VTBRr&J%bWh8xO#fQYl2WGA~w4XFV`h+4Z zPC|Xe^m*!5Kt#=JA(7ROdIywQ-lpBN!$2F-Z@>>3m%M*pAN*JmpUanplai(^UbC}f zSlr{|yhCbi42x-U8u2!6ghV&LLr1(k#fQX)GvbgdSh@F5_(9O42l?Z#8A-qv7PA^Y`c2@_i5ywE{-9)R zJtLcTTm$i;;&WGioOfKR)_cW7dJOVoZ~9V1$g29-Dn7m-K7|6SOJS%##S$7zA&ht_ zgdXxkkWC+k5>N=eI8 zAe(AGw-don$|E2Jh2Te2D71kT3c<06iK5oI4e?K`%Urj^!>l}`(XbQ{#iCGgm{1f% z#k}rl*(0_UDuY&1BBrIf4v*pQh!Wul{ub5Rih$_WC>*WPJIaG+IL#esG)kiJh-!gG z8jWTI8oIE?QaH4c6p2K`2k3M1{Q7zHHTAlq)FT=dq6uDH#x+VrqH@D^e4IHm7~kO`G*SfLGx3lK52Fzy3SqwjRE|Of;f(Gg_G*M$P^O&E{oR^rV_^glOUhI$KHocwuoZ+G1`s)15d(4~s4bREzcq0G!#kO$?mJyE# zqYSVd5L_=F)a6kO9Y{0r(0sAa<_Cqka7lL{3Vc;Q{_#O_aBaa4S0$G^fX!@e#GfmCf z^hX7VL2lg^M)v$YTJ*U*WQ`e&64cvFnno-v#Ao=V{rn>rdH#`m$U_ zn@IA*nc1yk1J>;ck6y>F`~KrOa&N-Sg?5$>&NR8L+Hzbb{<2Prg;WEf#{89Thz|)* z1pIsGN9Y+?L-|BTmuh?`GXCkCF-i5#Ma9+3@(oCwv2gLamticbgG-hK?$6f;KeR?_ zzI;FC(P%^3IZI8gZcd3NXrf+;4IFjK(w2u#^Ij(b7VUN%n zkow^-01^}ox#|(W^77*Qqh#Zr%d$H2xNP2aQjVVaTi^qw*dd}@3!Kj_fBF+ROZ9P% zQVgfVXEywN3YJW0aq1LBZ|L^w-wLbe^>JR)~8Vs5(jfc*aW+N6zi&2ZD<>c3Waw)|8GuNFYF zj~&7T+dZ0pD84N}5uausiC5$Qi1*X)h)3<$r9}0Yr9`C{qRqQRrDm^PDYQ7{s_1>0%h95~#v(F^3+2`Wh^fU2k@`-pi_)vVXo$zh^k@z+F zSp1uQq7cyRQwePTU#IZLKHsLFihmQJF@A${`91Z%c-MYQJgUDY9#vn#eZC|fxK~Hu zGZZe@M+#T$BgLz|Aij0qkcj3VNvW=1N#&PDNzJz>NX>U9O09P%$>Tun_a-Ym@%|Li zsQvaNm1lTtjkm^2wKu<&%5RPXzLkn^Oq9^}UrI=Ne+k03BKXZT{5$p+ueSIu7I?P7 zcd@{$^(W#E-mN~7pmv`t1h@TMh!BO(kQ#_+|CyBR@VUfx=`Tq=zmYP12TR!(hD*5@ zM@ZVsBc;r%u95b}7)gD7v_i^jqtx-GUl}2#ULG!GUK%c?pC2lT&kmBf-UB7J&k%|4 zJ4&K^kC5Pw1I4HHm&ik(8)*7J@o4s6@x-_C#5eZDwAoBv5f$FH0sszX1CO8*kT^QC_waUH&t_>TP)67g;mJAEmsJqJo!pTSc8 zxnWWf&s+J`(Ng90u?kh0zC6l`O0SHPJdD8h5mMvzG4jMaljMoFCP~>|LnXBF$5O1u z>r%A(8^~vGOR*|1OR=giIz&-yFJ9|a@u>Hvc-Q}r%G-W;2R_Kxdneq-KQBHFK9JD1{Ux&FU5L2 z$Kt~}1K-K3#s5?q)b2~w3^;Mvk>z$|I_&9Bnn>zPvT^BGe2f8R-+&!$Q3Pp3$&k5OJfnkdyj7%$b| zM_GMqlvH?qILg9cDfL``iR<~9M0fd6BGccKl5O9S61BRBXXOs!k%EpNNRTJYUi8so z+sZH(;n3x5Itig7oE*9Fa-!jWanZKN}`gQNOUrM-e@_Be)=vV zT;BZQ5~0j-A1Pc771PG`=;YDy+5|cE=5{NirDHO-!(+ z9G^jKpb9Bvh~EOo+W^Pkz71m?-Uj`Bcm{s-t2p)?zQmF9A}h9Bkfj^XDZ;a9&n;P) zaYj~cgU=64UhjV~6M>;1uZM6VQb@ayKN&*XD-09KaRd=E9f_S8X5#Z`ax;0fc3*k+ zhb(z-`8j!e&0q4;YGA`v>9yv9^j?1+I4iw3oR&W8Ppg#cJvR{NjWpx5^aOgWJ*Cin z%}MFL_Jl&WHAkgK#&Iipt~(~SI4Qj|&PiWful3wNrP{aIQgPHSsXT7KR2X|m%8xr> z!9FSf?H*valpD9pinQ^Wk~VRxLfJ{%geW&T(+1_IWJ$THj!|K9mQ~(b;NpwD#Oz3Ehtv_O zOx%obwppr9z`Mlvdgg~+(qi^uY4yhuY5v=ONuPg2+RoW8ofaICzH86PiyJS=bL)}k zP>%YdBhhQqMTMRlFNj7Dj0JsoV)j?92}b?-8S5kE*ZC_(uAE- zX2e#7)Zxgdc=qx`H%j?o>!rd_Vx3eTmSIJup=*VxIAoQ9p(~{F@Kp+xhOLxJ!&X>P zdH71?h2>Iv)EcQjd6Tr5k*&~j`gUpgeWtXTu^q^gc0XoIm)U!z_Y!r zLi`(67t4$^^8@&Mfn`PNy?AkCS}GV zKYY6t-!0Q6s^HklIF6_^Zi|9muQ&na6J@*lgl+QV#B3?^;cS%6krLK%l!Uh(4k9x| zLfQ-l5g9CjD4Rj;4TNBsWmR>ex(ybu?!%btr0r5+(k_+iIz!bTtV3|W3gb|h0DR`E6ShjViCd)Vq)k$N>Sn3- z-6jLmv2Xe=sq)=UtP|M=re#WvshLu9>Q*?f?vN+(O?$2U3+3vv^jLUGUS4}uUSI#W zys+*sc^>)Kip}Tcc^jOSm$qF1&N;*@*#7F)bHen+t!L$h%rgovWuBJTu>8)JQ}RCQ z@6T5smwxm2OLC*vq(~S>fugMmg(9qCH-QXTW0GN%mwD7E=anQlIX35u^a`ym-Cz7h zHt)VJYcnq)h4mu)0)&N&vN8KCmj9Fk$8!Y671b6pup!&aJ7{$8+`!6hG>Uh*5$PSs z0yn{u9JZ@@#K+q9ViN*1%Wa&SV0a*&iLLJ?Ap7V|S%7CW-?W4(3sBoG@(Uk-o zLOmx06lE2HU}8kCMjH!L7-1Gu^bmKXci}sn8xjBH`QkpMvJ#UY|Ni2oJMUh)biE!f zS5nTN^*~zixIQ?T#HR>7q`~>pz8Lg#x^GCe{yt$fmcqVv6c@aT8@+=7V0Zmss>x4$ z4AP^C59g?&JWz=t|1nfuPmS-d5ZAKC_U zDbJ`+1Ojs>SIseU{rWYzaRcGDEu+75h-@CoKd#@w(D>V6Pq#25EJ+V1W#c4i_>Agf zQ0X~(0mJHcUy>EuF3R$)7iATco(;Qi%2H(XmB=(Jwp^5c!xw`|cT&VBgigNrI3zwC zCQagFCOmrChWM0%siJ&)=`d!6yf*i+ytoJz;sTJ9WhbS>;-k`O=`rcJ?1*$+en>hk zJD^f7r=y~5k4lnhhoy(5!?J@4=}Qkt9`<2*AGYrY_S&E$Y^X#!&c*X|SaC+4`Sk!A zh>emobgLwf$d-g*I{~C4b^zNYVPqz-P2$mz5D92V;zzER_)%-ENEn?V8cCzq36VG| zZ=2qyQ#QP*Bi1RT49^gS5o@G0f%6h&My-}|NGlFsBNe||EG60v5brhvB&Zd7g)Ii= zBR-++27>quvJjs^;)|YtiB5wh^0nzw{_9mzVbFR>8L&=L25pkEgV6{MTx&(S0c%8I zAg*aa*#WC0?VFXra!LJqnF5#9I`*XwS|eo#t(6KmPmQ4)q~%0Hb%mGjFytmj+2;IC(83nPD!6dN2M3?K-UHPE!ZpF7VMSo z^Y$2+vs=3Vv0r-3J}BL0@00Fx_DatMNEhyt&I=Ao7yP!{igO?#$0QN=9p8VIBn`}v z=&x2wJl;XffYlN`XoW-%S*8#>bh&86p@G*(Lc{M2$-`HGK&_NAAOWTEo3xQDrTWB8 z^3?a)AV53i$?wo0ez!%QoVr08%-AZeXYY}AxVP4G_eje>c1bJTYct$4(RBV^E1KXL zHCik>AkNTo(H?2LXt%Ukd_Y<*JRogRZkjDTA+462m*$HuNa9csI}p6m!#7FFuq~20 zbd#jv8!?lG>wJ zf%I-P0D{o1Q6vC&)0tLZb_fJQ##MxC7pnd_?|>3 zyc@1}p1)JNEZ8Ysnf|d;o?UcIT20Fmziy)>p!)>z?>t2Uk;e?;lSh7Rh)*vJ!00tb zd|sHO@@-j=_M}0p@J=>J90*=1mbqbT3xqO5*N7SXU8&)#QCF;%GJ{u2)nV%-=8Ydv zHU~*y+o2NDYKR249^{tzcz60nilC!X>eG2rncs@#bJ!+H#&;?MQksf#pEhijlwqfXx~ow3||@lLb}yXC!wd*tKa zvL))t=V9uE+5x{k5+4Sk%p*M{K>3LeXA0opqHqWbBtD;h^D|sX{+9LGS7qJyOR`}H z2+%GlKUwI|Z#p6ychI_$Yb8H7*v4wXfa1XQ9Lc@*m)yMpqZo(1-yt&s;D2%#Z7#vK zmm{wAsB2AwC|D@b0;fdttyG@VXmnxWg8Fn(eqVk70>fo#*6~w$#G^9&WkK#pe5~Y$ ze!;GZk0M7<#T4<0sdpi}a3$gL-ax@7FU5f*JrAqV zT-T-KRgC7U)A0Fs3wx!_K=|yeu(W=uRxw^na17Uxp`V$J`LjvRx zUPGeNn#!Ej_z-)p%Ce2e@j=eZy39Xi=YhWjv#!c@fCPvySp#dhJ&in)L$c%O<3a z$C?C$ZV3Hv-lX9hp)+^jVB-pUXqpDugLPuE3yVd*;i-fVB2L`vgw?R|0zo< zJpLjw6d5)AIpB@YSQ(V)7~g`=qzR8s&BW)iWDuXyEv5OuIr8f4{qh{hPmg&=q}yT? zvIQVCi$QD_A40)602oAu#HQWSL(+EX5tX)Id=Q0Zzk)sKVZk%72Pq1eCP2%v476K* zP+HR)tukv8aGzQ88)6 zp<*K9L1+>zi08T!B(c&(Wy}hWD2>XMC^dX7DpXXgBiBeWD!nvRuH}bQDVCp1c-`{mH1#euEzw4?)j}m_5=xf4$H4hlD=rXd(1m5-R6V9%s-$S%+B*r z;m+MF-GHuh_DHus01}?x4@%eHv28Yp(7b)p73eT`pLCpm7?tW7X)^PO#D1|@V!l`| z2_R)r{njYr6FVS7Vg|1UR^&tMkd?>>1`_bzonr;a#WICt5U3O=AXU)t*O{KBddYRB zK>?bP2_m#v8l$YVnYUj$E;*{mPg^`!+a-skHHf=LD>NWPOXO({O@JJwP3P^9=JT_q z`GQ@FC^biUX*BnUG+A&;8qYf;u>(QchHX%dXz3xF&_HjHl)?D+{ANH|kXD1#+J9ez z;F9PXgm($Py$K*fX#*A`-z<`fAV80gTrE#Sk$7gp26+YzX8rLQ(s2AbAVcbpTO-Y; zZIre%vlX#P2jOW8B15$M1Ka-CAsvA9**g_FfDm?^vr{_Z**eY3mJYKsrQ>hgr4JOd zmQW%5VTKOsIY}u#Aw8k|fCQPzPbkQAF!B-+K;nbcAU+@tAbUx8=H%h)C3Y}KA(XGu zgHh%RfKr22iy8b)($Lk&8z8>}mrLa#YbE;iA7R!;xokHK}`+`eD>EZ--+ z|Hza#=VZ(KKW~$eTD{@-grVFP;=@3-~} zuE@rnmzDCf3L}?SY&asDvro#2vzSB6LR83WNPgIi-nn(#u%@V3KWJ;Y&)Vi1Z7-uS zvrT3^AZ|g^YMcux36EMwdIc*aJ)8ETecf_e=C3&+i`Jc$#0u$%Tf{haBt5p|#~2iq zM}9c#fm!h}5g(2gzk|8TZp4*(>hz<sf0m76O` z8JiEch)S+M&@-s&QpWCqij#u?OSc%&mnJQSeYZ7pQSHf7d`NugZO#eQINUCjtP~%K zDv)PHO&S05dc2gsWy!`rVSl`)Sn1lWf6Ad#x8>AD;|20X8n4?nRWBGHh2)5EbR4(k zVjp!MCA;B7M=so!tp{NP#VD@DTh7RGu;LZjS7gaHBV7x&yaL2${)SUB3yREB@X4U5 zi-7_)@nO6L2CnlhiCNcOn7S14Db-9Ge({sMHTQtLgvP4(eDw5}oIr2lm~@6Iqccnz zotGa5bO8b(T5(v?SEAqn?U#Z0SU?4b=&%wBkOE8%D?ok#qfjw5&=G~J9f)NMm{3}- zIxA1iIw*;wH%bhZoG~ChqjyX6n4JBn|f9%Ha0|)t_=WZ$M#_3M=))* zqm({E5uec3SSH${!ewO(@shC%ut zv=I#;Ogbi{K^ZY%s5w-06uBY6u|REO14{J(jY!#VR!h}E8Bz_zDe28w5)RT6+jkmB zj#hp06CVYmoi17`%ID;^vq*ln%IsCXyKtept9{T@1XRY zOB|M7sDOLSIV3$Gh4)wp^#{sFr}>AZ^Fma@%g({vbX*epYsCi*9!Osz$t_4gJQ|TW zG%9Aq!<<-9B*OfY48@1455eAaHJB5g{9%Wo_`u{t#i#DnO<3P5t>)~Lc8fr6K+al% zz)_`XzT}`4&7j;6O&9GiAa+C9$(ClAL$3*X#Vw$YHd%N~nl3plO%|O~&&6jKiN|ixNq|TTOX)tMv zG@QIy8cx_KjV5i7CX+S-8jD6#fPd-$N9TKYWGOzdFbI|p9Z&eUASAi zp|?-Pr|XOw~=4J3z3Re5xh(v&)kZ;1O(M#rlZ zOkt%_Hv>Xa9_V>m2e;fJXy_uO3P@{(${S}-96HtUP?T9<#!`T5y zd}!`UDAxkMs^=B)S%=R2YFI8Zp!}@QzO2X(m7k2v(@Oc-y7ROe*prJ!l7J7gQft`O z@{c4)jj&d0c`dLp1qDOH7;P>EBet;&PRKTvfT2wO!or`IMYinEftYY!7OnqN*6qlV zi9c^ee7sr+XpAr=^bxjml?j3~xDhFyQK~_D0FDZ$1xW`-)>Ha`_}oQsQDLuv+5~AZa6l51z*8tQ)?e zPu#(fc13*1NEPt`3Ci>B(c}jyZkRL229h8|g7{z}HOBA>!AE+;r<}a~*;LuO{}$Nb zS$r%IpY0cwqw%Jlf62DJSLF;|oPNPfbD^W<Cvly9Vappx?yXU&v{s(OD^WlTjw)-IQ!00Fv zA4czFR8$qw7fx616rUo=7(IZIUA5nvDDR*ldl3by*Bq!mXtdaHQA%~J_)yk|>a*;C zv|hAVq0Qobko@N>dRFTY3y)^dJ zfYPX>%AnUtlm>y&NJb@>jPp_TNk*m0N{eQR3jLNr@fl+DDxvlSwgAy-HOfMMMnYCM z$WI8432G0gY&d57qz{#1K*TE~J}_Z@gUYTy8o{r(K(W~blLabD^fHN*uTjaH@eLZs z0g%jr6fB#ew!s`$3Jql$n!KR+R03hD`qdhVdt;`ApdpIvHASMjPqrgJ6RnC5Nl{D> zkRJ5lX%;K_EEJ!Yr%0dqr=;s#eE+$J(C{6WF7poM0r{jG@=5nUkiyK>efAOQ`o{ra zpH(6102191m2{`YXQkP!6B6GKW~?t)N#cMFP<)`u4cs6xc-~l$II1G{h=w^t!%&5& z3^@W6pJB@lK=~;H#fPQ=Dn2xKQSqraZL2&nd4oLt{WfV1Q&$@hx0WD4Ty74s))?j= zjYeqvH5$U?Lo|V@&lwso+9iz^WlH14+oj=x9nxg!L20nykThO&LK-bRrIak1bP~{5 zCqn5-2DvRY5CD-a4bx-_zN@X`XCgr)L;S85r7s0OC@EjT>}4`{mK(6dFm=(-2Yyb< z++}C#YVhq^tK!oEDqVY^9f%A;^+%hy%&9hYb)LTic_3Rl{hkdK@Tjza;^WiJZ0dsY zLq8uY;Qxbs6l_62uZiLdA2Qz;rb!A+ov9#y3CPD(!D2xIl{sk$h=U7|C=z^UW^h{) z)EJggZR(=pg;H_oHc3XA zEIoLuBn{pIl?MK3BrhoYWi5n@bw%>%?`HbhI zDr7*J(rHdd{l#-pL1KNBr~Xj+L45#%RDS#hsQ}fd#e8%S;ji}e5AflFI^SUdI-QG- zpw2yH!U1J=rRmi`UVWTLe)5PAiBCEL2{LU1^4=Qet=2Gmv96~1i^TUin77|uxK9xu z&&r+D(EGr|7D9^(M-00oK00_X+tun%^|tu-z;XfijrCA{)^VgV+BOoQZToW3u3kf| zx>JZ*cU&+NgB&=9cJ?n?MGT?g2HMP=>#&f(DsmIchT8~;4s1v_;Jm|`))@eigolE{ zHMF-RI-2n0VEOd5+p_z_1zi6mV)mSZ8_5M(uomLR!MpP62UDa_vGNA#f#Tzw_<-nO znjkarF~|>;BI`u2b?<_k+zu*P{Zd3swY>qsrDqKsJmC%8LOsUxp`S9A-A8i9LDtb+ z=g;4)+@$3TeGqARI-Hub!LBZVaot8Z?YohPglSCHhMRCkdZ_$>_yl8kdvG*a8>1j2 zg0Y32KID}qPq%tQeVh$YSypZP3(WAMQh?TM|4UZDDQxSWvvL$e@XjIZB))}u(R|qj z1wRHIna_ar9Dw8WwnJCpS9D&MU=-I9IHfJ$0h1Q603T*?_9a<}>#y8};qAMw%I|Q* zBJt_@^0$aP1P5jiA38T1A>ujl9DJAXJgyWUMSKvusM@QeCQW=uLEm zxuYw3c^wxXmX3=K0#I)j8z!x`=p}1t!edS~`C(yeV<|{x0;GvgE2u+FpeQw4c}8l^ z+y@iZI*EiIL`e{z2sr;ni~!+*Ur+eREfNlg-|$fz6~aJf!eNguiJn*tDie|(4HBPt zY$p;-NJ7uj9;~Pw5+7D#mI{r22zkV3g%n3cN;y5Si=4*raq+q)NgZPyB3KgUUiV#^yPnoYF znFCe=goZN-4P$AV!f5J3!&>cYnD*ZMRf4;Xmx!JqJtpEqqGMn@Oj|U0VIBJ;drXFp z&jg8hc9N8QWvcX9cv=ykF31m^q54q4Art`u@#$hAKV3n7y8M1fI>O}D=?^LfFeL%) z=NeAMBt9*EKMBPLK0EzZ+Yp~<5WHxpQwI6TOX>R)WkL)ZJg0z}ECGZ^VaQUL5|&A& zZ`a8a-x;Q^C*YV~|A%alo-Aqf^DdAcsFhGN+aa&F#dEb?ipG4&VJn)W5z%OdJWps+ zlaHrH?v`qj3LH@oPEXtB+7Gx{pQ=eoC<)+cXKNazbAG}K9Vfsjb%0nNgWSIDp zLHJ6+ELn!c7CujAkRYVseOaLh4@r-PL4MMpK9>Dvu^sUN`62N^W7&8j)gCM>;?flVqFOPz_+}YESY56IVNB_R34!!yJ(g!qX8*|07e{|CS}a795u5Q?@DM zHM>a8##4?+7%5 zb)l(iB|0jrEJ{5b+PU0yNnN>d%%ve=ENq&P&NSdTX~Hm+XD# zFk$#Dxr~NYTSzD*P*_0oX$9B0UAMoQ?7$mH{=&{PAWMg_u>Ba?^6aCs5Mg2#Z#W76 zo-48(O4Pa?*QHLAH>9v{b@hDo@d*e=&_<9v1-Oy~B2xoNYvGo=4;pBsyQ^YW9QSC9QJf>wbwy-G7OitnxVa(a3m7n4Pn6s-? zBl+(4?Xvx_sEAK_yM(Cgs1eC)wMu9L@&dp0vuuRDF^?`2?%wUFtGa5xWj~Rdu2<*r0 zR={rnYESDm7o^T_M&+8*TXZM33GsQKPb?Bt|}!#7LmXQ6M`SAVV=AKk-m) zG!h`4Yb0SGVf3g_sSI+EMBtu>4)C{v2{d+nuIw@V3T|n>j6v!F;biP7`4u|d-r13~& zq5j0e>_?NAGJBzSOs8j!I4C1AAaZf&K|2M^WORI1PR>I?3`VR{BX8s_K_PO6#&B+K z2(_otlARzwJEht3!!U7yJT3VXr0EnIW%yfx_$08w#<#K(ACR9?KpFTvrGnrRDgE&s zEhy6u4%-TFV#m89sU@^O5S1W0zgK{{tID8dFme>oZ*Jf!12k$0OfDCij zMmRTblXk!Ef-etz?cjvo4nA7#Ve0EZa~B+%sr*n0QbY*L9p>R!pd-v2^!1@1P+yq7 zTYa|!rY<-#BfkXq_(4K@e-Gj_*#rpqaWmYLZF!Q2(#zN`zh50!oouj(odk1s0L42Uj!r_^n z5yGta_;($J!3U$H^ry?D3I!GTjgd_b)Y4Gz-X@zpv5zfsWF`7~lc&LnR&49_dtp#lsK>dM3yCbw+0J9cMwC$0P z+d-{2IE%s%gjic|+1~?qk^u>Wi8?#T#?xR=b6s#;1 z3n(=Fjr0~$5*|X69=5kR*vDb&myn)>%(MGcj%?TuGg|havTXZtxR9Jw?JY-5Yvt)j zD8Atc?8revhy@7M2a&<^5ug0zN1M9x6CX?f9rNT}Oq!k>7+&eTZ%|5BO4)idw(mIp zF7B18Pf6UW>(N~}fW*f-n(IHG4owe^uF)SPhtZmkdI#6Oisd`Lp>^)k!H8rh43Q|E zksfX*@d=KAkI(;O?mfVys7O4Y6gVJ&qk_VE`9Hq&0BxSdJmm$#mk{q(S9L{fhcpc zPkbU%@%~)G9JX%DkGfDthm|L+{c5}(4lIJ~l-q%}Ydy54 zUzpGeQY6EuXM|>_u?qi>1KuBgI4)GiPFe=(R)hjV(HxIbbN=6!q-x%P3AQ3+CW8qv z^VywDEM#;&y91xZ2bRL*lfoq7K(;@Rd*=;w9wWCLAL5APW_!0{)?D9IIn)PU$<>?Zic9q~`eK zry%JO`FY)v@AF7ce8)+a(2esxQweLFBy4rWksgJtL}YS6D?(lhf3?BWBekbBXtkJY zi}aqegqUX*L$cv5E~Z5P@*HUBgpvd zBN_AeMe)Q2cHj7WKo(|bW#H7FKo-~3J$A#ikL@~AotsYEW7og2({7om5YIv0-!Zb9 zP<=SR7m}~=!5t`DK5pmp{ZS|rOd&2QKQ}KYjegBON2Kl~)O82MvHa6-a(y6X4qQK{ z^mwGlCq5zsl~KQZcti+QudwnX6$sTwp)V02M}Elqs!6!(YP=&ik}~bWUHC(qPJG{P z#_TMJ{3yNM5g(K}5u9d=2{k+N1L0vuFGvY;hG(5GmEyAp^0S*U00COE$2zSgqiE`G zD?{pfImS)dwo@#kz0A#_#OL)QiBGwn)4k8fZ#$hakjZa4^(hn;N*pNs_j~Y3V+I6Y z$h(d5BZ8ppsX8boB0i<>ekQ2+;Pv7B(!}Q(l&cpZJ}=_&SxcyE2P9pJ56VxF_*6ul zk|AAYbcL)$zT{C$dm8e_CQ0*zviJNsraVfPd_qFj6Zyz~lHWMQ-i5z{p*_t#B1%3) zgq#Y5iX=ry%1|Y;#;TF6dN*TL(UHT-P?Dw;~f~4oqUw!5E<~shJHK}*a zy}6~Mu9{8;*A757SJTrF9!Gjad_0id6!78Smw!|~ehgBa5KFNoRhd*?zEmG|Y**N; z!3|yAm-6l|OvT$MXt?_{=3?TIADy+0J4rF$DMvc89sVC-(~hrUsmOE=uvOxfd4Rc! zz500P!xQ!nM&-A84Z-*HNYz=r`v+TvsaeOBkR6dAL1C|TA0f^0oEa=K3U!r43cS+(yRu|o6v)VmsxeNE%$PM4yz&C%i`xYOw&TGD7@uPkZ zbyzyB{TiIK`!TEDxArURu+BsKwI{3%yO1_a^leuk3Be&pk{nUWQ;eh<6+|0;toLvD z&RVbe)^44B5CbtgDab+j$ML^Bwac4;$bQOXlFVcR%0L~^#FF_WlP42NIul8GWM?0G zj^t?{daggITcYMpOW`JXJzi8K;2ywSiI9yd_;Vr?|h#7 z*ljA@1?iE&GNRRU7S`%{6Y&Z3nQPS`H`Uouh7uq7eDc6lB}4KBvN6 zQhj{L`y-@b`1X+@bqJCqr1AX-{%wUlGM-Sj*gC!k%)SuRh7)(%4R3sGP2c#$ZkY6u z-3Xda-eb2-$L}zo(g}-?qI!5}3CV9sSWjp{CRTH9-@A+j1~glG*x{Zfm`X2#I|=_O z`|BQ*&*p4G?k4omY&9y`Ti=i_e+ZQTvIALBDAJMBN6G9V)T43+BD9&~$rM86@l~Jv zqZj_l3wQaUuOf)gRZp(7Mi^!t@e%oXMFwZo9%@lZ^||F=)cB!ZOtU$JwaC7^cM%>B zh>sMX7QqZWsX)FGRG1DqOOcG5_9)v@$p`v9Y9rzlAAXnGkm&cRLqAn| zcN0?E0nynGsiF)4^GX#6kNi4Pb9}`olTf@=8f~z&X;ZBx5uQqTg{n(ELd~u81oyim z1cy1xfq5(2kswIb)6{tiDnkDJBSpv=z6rBu<87-mahod(p>f)5F`LDusPL;!@S8hI z2JTmR(0vZ8kLAtFGC^y8_Hd9RbFk)Q(1CL)dG|w#I0-7${TWP?<7;Wyl8 z+&0_(cr!k60~OPo?;X_%ywHfGvOPpzS?O zeL6%0rH*ghbsGHa@D8Ca5C3Lu1&|-vO5WM|brAHb-0@W&qy}x?c9f{gVTX4)3L8H> z%(|+KXq2M8-`es`U$C~)gA1~=79;b!dw(IS!fO+96Y0@9z8UgW=Q@hGCQ!&Y5wZrc z3s0aH9wzQQB;cWyx!H#d&4?!+IEQN}%q7y}fX`NSjG~hpoeztxeI_mI+T+Dbq`Y@e z%U-Ww18xPcA-n7Qi)VKQiO*lY`Nr$bwRPvwJ5sV6KN%i>^;$Bw_CtJrg!uegB;kR~ zVa68w;8Pf>$j^=+?A?#g*s@J0Z8L?K z6qgj-h2mm4B7+x4ejvHU-}(@y`5REP0Ma8<)jK3yxcxc@!30@dGB-udVrW>5AFUV9L7NGr_OwDq z7xH{QEP`!;NRZNMTM;s9g`_UhlY_d~oN!kQCf1xcLy6B@PVo`(NoS&$+9M=E)&zMz zgizv>u3a)Jffma&uCb2g3H>Q-=0azvK_V5|5UWb~f@-4fH6Se7m@L5SD26HA{MsiD zw@*QVoWodKaKc(GJce3z0#6cZBSgrNp+!gVyBxs>gBnC8njoU2+ZRK##dw5Jy%aXP z3+3x>#``^s2niA@Y_a&bHJ-Q&Gdn6A#Izb?SK&x0JT8+@*+URNXZkJV^YKGlj`%=! zr1bdkQ`}YSrz(oi{|5092@*tleB#r5nWy+P|0Bc))kma9>Fxhr;-k&VrJ&7DC_ zlor&H-z7ed40$T-MTyUdRaT8mOGkVNb!Bp%O=#}Y#E1Eb@O(wm-YYZiDnEyU1(A29 zDxTiK28TLbkSV>cP*q?&d*E+4&tgmq+Qej`b_&Y+(`TxJ@?3+tr~yS0Z=XZ?kVS{> z&e;&q1(cgu3E^Rb(sqeJSQ%(86plBZYxCq9yR2eME1T6EkIx-MMrdOZL%q1)AwFed z>CqLq+J(AmH@T0--(R^JKJT*Omv>ewkB@g){|e$e)<*epzRri%)SVt23EF-FVZp~S zXFrhzs~Dbyto0w@>~2z`tE~7u+Ta z6rJ7W6Q4t{Bb2O)&rV$2s(9H-uf(NZ|6X+Bt;ZohXQBc(o%bp%ir55I9+4g&{(Ygu zM+{Aj6#S+dqvR_HP^qXoc5Cxo+jG#|1(GDUdMnvoduXz@n|2b!Cw-{Kjsqk{wRQv* z8~iQ4VN=qel_jX#Y+2@{P@N1h8&e0 zuCuJPCbX{X?7B^{s4nd4f{5%o*?h$CSWI_zc_E1H!Oky;xSo?Ot|#W%A`s7gi9O%2 zWJp0`uQ?Xgd8UPToMn;S=2>+2MHay^uJ2-t>9-KfcZln|&|>>60E;ZD-vW!zU1kYG zmRn%x3QHKi(h^6mw!~3uENS#wOB_RO7j~K2Q58*q{!`+Ex`Waq(o>N5P&~~MpJz~f zM0`ARb2WDR)rtALu$Ch}_=}kITtPz>H4KuweBx7(=!B9Uo#zuD&jVBgqEPb@2nF9& z1lKMOk52-Nkq~g0#1RDuqT@sUo`m~JW#>A^QO74`;Ix9oCrElOMSNP~gAwr&=_!i% zWIRsh79l#RH6lJzaTN9{ium|Sk4TSHJ?)^=_?wh*q`i+v;Tey4`$1l7EH!c-TyN#a zuJtfx4dIH_R$=5SD?ehTRT#Fy$`4&m_+x=X+Q3Ctf!h^X;IfD7xWX!rUS$=AFU~{x zVT&wt=t75#Aqz~`7QBT z;MCYW#mD*ZP+}eNc^0*Y%?c<|@%bMRABE~fdK3RgnDTD?XCs$|VHlILJ?=d#;XL zECJJVT-vo12&`?B=YC+j4le8LBw!7vMqhNCc5#2V%k$Ek6|xeU$p=+#F|u9^ z@{Gvupk1O!lZa0Z)DRh|iy}Tg*~ve?hOwFNz7sWmdc47RI?<8`O`(2|q;$euke-(E zX#o)%M{Zm}L(vA|&F|l9bmR(rD%7Qmq_ioaDTD3h&G@OJ|Wz;k!%YeI}#O zIpV_(H<9pM68;GvGBeBbqY$RTnNsf39-_iCBvzz0z~YoVVzng=;~cV^G-QP(=PtFR z!AmT0z#@E95aup3SOi4g8KYz!$%hiwhRmYYuhMShb%!!J|1zN*nQvv=yliD!Q(ZWS z()c|>QL5Dob}`7bUaI{B`x~K?;w`Axl=G66Z1KEZ+42PoYfA{a^~>%z5z~duLAU7^ z4dVLDvouIqrLmA5JY!OIe4^v0uKP!&uNTB>SIAJ+oK@9X>Fl23Q;7Hw8u3D1+q_U0 zS#Dmai-ZCf>dGfRB0oOyX-4|Ka4&Uzr1<#6r}fIuTt;7WlwK7iRH!Sg!!+gzHbp_w z;}IXoHpDsxVjYXWEUMFFFVuy{#~HUFycvvBnVVBx$VegVOMCEC1|Srn&;Q>cKF<;A zdJao%kHS%2s0(!n;-mUKnm3gFm4Tuc|G;VsfRxd1vLRb( zDZ?Q)d05N2$PWcQg^`ToVaovHclc6=q!G(3<$)EJ_J9b_3aj=orgq4E6^MOi?qZAW zI@Mx3vytH_6S>Uf4k)}TVc{dH-76+UwuR(4yvS|ZiTG&$g2hvsAgSH+7Qp8e*PiTD zS9~&9hl$sVYtL&md&-iVJ!x6Zp0LX@axA=jjw3!Q>=#YBnBOBlGB+z~qHvcgH_yg2 z{{d^5T2^c!VMj)0A0j#hK<5OhJsTVl3b2&;q-Xsuksn`F@Pz~&c|L^4hq^DkO@YKU z+rF};n~pfa;ax&pT6?85DRF7SjQ0@;=(LVlprb^Ayv!`T!1C|-$PaCKgy;8&k6sV) z;R59Ed{lCyA0R&m{#r6~ZI6DBK7!AO?5;DF|6Npe7o@j#!+GNJ{kLcjGMmgIh|hhq znK=3Xcn^`CW?6iXd04(N=CRmrv)KLccRlz!RHNA5b1k+n3m_2rsf_eoiA7W~ zb)WqB85lYiNqitZ1&9xY4%Jub(!?iNBEK26Lz+Jc@u7|gtt!HDo_3X+1AS){B0eZl zyeE;JPp1ZWM0p z#2C1rG07MTbevQZ5A|M(+4lJs$;0>gkfDuj!$&* zk6z{GeA2U;=Xp>CXIHhE(1RmBkjh3B+Vm73R3G|T-Q-*9Iw{_$bU3P5A^7ACaCSiI2ioj`(11 z{$C?LjD5yVJ^VIlY;@$mi$Ljd^|dah_~8AK|Ht$A{7;C_R+29uK4gtnp~QxgAF4i! zk(uA2)aGQ2(ivk=IUzY2BRAv&1t`OTYU2+GYbs@T?-sY>icf@K;0` z%7*k;9lqMKH2ynJw?wk(Qc=ePjIpG4^y6zs_GVkMGJ^;(=6obV_7mH^Rsdcbn^#f! z>D32$Piga#CAWFS0&OQ+9M6q)Kpk%Ts%3JmE3|yks<(XB!mD+oty5dp%-bzI25Uvq zEx${AI1*$kPHiCNePnGr-*d=y1|M0y+`KHi#& zIKbK|BIH4&=#&S%wjx1qZfE_3WGQuh9V*Z|)^BB%t)_3^oo&b16;buvnix%!a`6GR z-w-G836DEU9Le+a{4wIAb@s~G`i9B-0tE1MnV34K%Es2(aaDtRr+@RE<^KAsHG$Uz zK*8)T?r_;$hyVTWa%81dp0V()7A2ypJQA7IXl=QKYY#wtet`I#FIw>_M11o6J|aJm z0}-Djj7YB7pU98@{Hq~84Iw^P8>S?SNk#rjZfGMPnPwj!p?&>9qXxh+;)cK2`aLK> zq2SAv@z}>Y2#i#mqM(bVG(JBp<`EyIvVTkV);A8zx1V%>yMlP+#!txRg7mE22D!pu z-LB{J3@TFh1EjDM>QWsag}TBqnu%!^CO%SoJkoPLVX&qi@u}XO?$ys(>D!+&Ed&W& z7P4ENV`1&)k-0G!;xixP;#?;2IS%pdAtON~w3}st_AD@Ym_=) zbed}Ad(O1Xo^vdt$9x)V&P9EI=yWE;)pfojH&UA-q&9V);-M3U%1$U!oghb@W|D%< zqSkY+LjuS6Uc6U!)gnJp{pPt;a2G-n$q?AFRvD@BRmp`jd18f5Ia^EuRPy9|}y;vLeuL8pOxz z)g^A}52x-FL2^{9q%f2%i9gWv~Jo|uqzhvNrUhuVopw=FkB)?A~PnLU3D7uPPD@pnbSg&G44%v!pkjg zz(Pv^$%B?ya{on^*cU?6d!YqHd?3MbD3l^S@j#?UBq!-UZnq`vI%ldyx0+(Ht)~H$ zmsZ^7JiZ;bTQbpK0&%Ta%t3t4B!`67gbqOfq7&Da>cwpspUojm98>P&_s|-G&toYa zApa~(4kG=GTN!?1P^41(FSg1f@#s9HOs)K)gnn^C@5sUzBs=*%x>hot)vjWdRe5st z|54&2)knlf8D6gU+9iq4YmW3t>G6n<$PWaNO-%&habE{)mkmB=U zUI9a;u=@oJT^%2%_~a8GSM8n5E~UJe$Iq1jd66=iF^cR;h)>dxRYhQhQ!A5(F0pi! z9uLboE_dNj7pf&>E7DVK%zCRiYQ5DSL)G_O{tlv@Ad(GYno*CdIU5%ce=lS^h`4(v zn2&@O6f$iwfjNF6(9uI;D;gKKddboV{UtX?`Dy+V&wGX60!1iW0e%zlJU6L1bHd;M zVcEAcpH=N@Ws;j)SUet|cnr>IxBo8jQLio~38`hpU#N|DTZ2S8MilH#Dmh~^-ux-PoIPBO0w_p?yo*yb`6*0%q#$`Ue5lt$ z{L;trt-6TR@j>lbu?3^o?$h@4tC-&!bi&lk=Z5si+^ovYGG^sD${{+w$HxzIiTKF- z6O(b170+&I#j19*K&uz6_>GTRY+H5{U6)&UyZIL0ehDEg&~A}Mw?kb432o=GtC+_Q zV}2eIThBEgNo`ncLeX{>UBTx7{0~JS`96pinMN|;igd-XSj4a+k7fah>ja6>4!$cp zcy`HgWQGU{s6PqaJ;f&pvXsM( zdE7NAjmUWt#Ye>Fsf!RFg{ksMPnH@u{z1|s5|mGTJacru;cLM;v@3o6Q6X#2|n?0*NuwL z$;0t)L3#rH7gC&Yi9-rrujJl~EVUOQf^Mii9T_hW?gZe7c$=9J6~?oUt)^K5=Shr5 zjn9PEC_*3^;-1(NQdkH{kR%_;kR~4~kR>4%lH<^JHm^r$HU|}_{d~*lFpv8o^1O$v z`{wd@_}AJ@fe_7b3sxNCJ@$V7zV`yFICQO59)}05NaEx5kU?u`Q&voSKK! zmXpm#S}R)8w3_6Q-uiVEo_th*;8cbXWw(0OD&)Lw8Eqypey3Urgg%9}APsVrO>2@$ z5U1KLU$&I`gDoPhHEUrri;chCV#)COy-=5*&Yn=dDXo?2SVpxwZNjv79r@W#J-W@5 zgYmI(HyK+#f&}RIh>yIlYw+;6brz*)J%6{J*YJoBb$fOmhxi=Eo!i|Ec8i_j+Z7rl*LK8(MrYh zJl0$kpY!mLGqI^nj)%q7eec0>FTO&>=~i%@-)47lr_1I#O-Ivj&)6Nc8n=A1Sc%NF z;VIYdk4Yn&EBV%6T^Ci<4lgc8hzFA6m&#UbG4D2>p1jzdj7tJxAt@yC`*_61BTK5{ ztdJL`BnxETV3(DtLT#Uhc5jDK$aKf3!E@Hd6Xg^y0Ms3&r3(syIVS2PIX~o;e-!bN z+T%-fdBo>KvbciKYp6ZNrcck;n`UTA(`(M87VUfomp&xNWhzu07>x?=!OcD2Nokp$!~#Ni{cZ&!y_^yq7&PB z0ZI;JhcJa+I~G+Z8hKYcWg(W3SS-qrQ-t{c0))vDK%g57Tz7!iC#Dx5eO!JYWzLB7 zxK;s#Qk43x%B$s{A)S_#bxmF(LGu2H5P8*9{j4tjF3;mbEgy==l^{)B9-qj&k<{;! z^5ccL)CoEg#V3kTm-=*F%;Tes9#@-3bv{s_Ld)>$JiqRXU;l;UKj=wS1k~wTDvGa; zi1;XTEUDi@(v2}Iqn0HApZqw*hcH9}i;{;|A-e1oX;qO3@rmv}(Gmwwp->@duM{kF z-W?Pj&*PIH=5oE9f{Kp|bvciZ%+0>XCqLA6*NPJmpAA99$LrOl?_c$LlJF?0Dzh3^ z`cO?KpZuu4OBx=B1a`tQw;aG)d6^ivjfeHss34TvLS)A%Z3WXn6m_bOw3zvxMn8fcvA+?mw z^PS2h6-X*)Dq}Y?=QUK)DX360_>O1dd6@vgf#EQ zlaaI1tK;N{y8LwZ2)tBkSQ&ninFL8xo!ddLjs z<{^Z?grS~4Eos1$ws0+pC z?OjAnP<+-?R%Y`jWJQxrE#+q(Z8~nav!9iUCaM$P#G)zsD-u^GmPDuI>n%RxW=DL) z3G$E#A8=^sxPX$M3WUOlAc0QQ&Xj&&BkQlfQtn%H~@4?iZ~HJH3K*_8yr_$0^iz250$szj|ch`T=^w zvu)WqUdfQcBLK4gjT ztN7b%Y`};K6f7hriJAF*C(z zEpd?|Aa3$0MML650G07oj#@uul5exisyQ7)JL@pvb&$e*FO%dG| zS=la&!6FOmy4b=AKPlr%#^P9+i!mBU_T>3NMD=2F4?%Qq)SE(x>4O)i5ZrFQ-%?(e z*Y8MZ?S6<23yM@9N3K|~;vM1fNRJHAv7Hw=0u+m?5#5=PLl;5`m`7t#h4g<$L3|>p zXCso~>SRzTOd%GfQl~#diuAM83}SN2Vv?)yPg2W)Uk@m++HcN3>2Y!;1_^I_(+2crSZ5c>CdE_MNODm|JY^`WaNn)#%N)`pG7{D{5ax6 zJ)cg5a1`e1%B0ziio4yIBztoG`%H4_tU1)O$sy%6zm5;->x8ysYE~Ea4lI&NX?N-D z!IXDLkf`|DVikUnRR^sZ)r;?0amp3$OU2KkOsy2k5vYKjvbTH_vyKjgLPD!FtF?hV zA#o@^aSCw_#Q51~v1RmGVio%m7U;RiQhF?~kM*`;35;B@ALGKaTYFN4?Ch!u5MXv%Ct_@(KEZ`~rs6s9#hE zG@{Lc^Z2~B-LA*ebKPrO?Yc=6a-2+a)~VY#Zn4|u?82~2k3IZ7g47;majAZfOJ#@n zsC)h0+-)>5d?C6jQdS@}}up$2E2JJnEzVi68DEUEz(z~gfTzs<1b zFIqTte3aeg5ubvUo3$y4f&3`rvP}Dl_Gjw(Bn?|inmMElLax`-*wf}nAYpf@co_ialVLf8uulst@VQ&gV7NHS3$ zV7v@lVdZnzSUN;06@^DcD0u|qd<5f(V>+ma=coGEHz7ax{06VGK#zqG=s9k48i`6C zi(;;MTkw0NMbeHYqJy%#$mr_$FQ6kJOUuJ69AB~UF5K?UHSEDP?C~!P?@4x;!0m97 z9hA+hq!wjK)h#B zF!Kwghd!F}@94N{%Taf}8Pl{((*Et0n~&hhJx+H7>h68=lP#cwK!?6hQe3c(MF(yI zkREFGco8GSkOUc;J&#XpT2s4>bw7}OE8;=}D+zfk6<^olDyX4(14o(y<^OJ1MiDB5 zJSh!cyh5ZfmhVYKNJPrRwHFW}&PAnM^Iddm<4+RP>dpV+iKA%K*j(p621%E2G z2Nv{WFq`Y;Nh>;*j;%En$!u3t+D%_$Og;yRx$t|$Cngmy4{2v974L9wv|K!IBv^;Q z|ByO{5+9w5_=F*M#gGk^SY987dIY7aSaQ})He&n~+d*o%$jZB){A}+@0fNYguqbs- zkc-?`b1rt&-{>{gV)PRE(erelp!3b2G8jJk5m&m}Sx~f)^5VC&8E*d-b(NJNRZhgm zd3!EGd?EvS|3USN)OM*oWohYA3Yqe0J0G=DcRx-iaSVZq(KAsiqf4YGy!%oz zrB*mZag6Pa*MiVOJPVI9t`aeq#`i@53PL;b!cex2k0cDL1tH%C-X6E85zgpE>N+G# zs*k)zfv)&CAX}btB*jSKFE0cZ-_=`Kr1r#hW1$PGJ@LIDM=VNG2xM*+8IYGo>Fg?g zrj%Gma5U+nJYhJYGBR=x?{0q`p zkodHsBeYL^ymWS2Q#kVTsUtt?-Q^w+szM?@Ds|s{^>2xfdNdV9d{p;DJ|z)AT^qlJ zg%%!ny-@7pSs-L=PKEf0P>A?sqx6XQq@qx!Vr-WBlhTW^1i4UY1VL(ILJvp}NE9%^ zCk2txjpuN#u_MGngarS##!~{sK5uMkdxSigF;zJWFt!D ziS4SaNERsmzgX^zl=4ZqE}NA6$`qR{2;CO~wW?6oR~~3#@hD0Wb&IM}BA^BhOD{%z zuAjWku6qOZ=OV;MYMvuLn3#VwuT@q<@GWC+m?T4!m4@wcJ+q(X3# zQFnZ`CjoLJqLaz<(+FuLLwrQO5-G1B;v4Li-Ye658 zef*cG=#|;HRU;FuRJ9IvIqOI107{AcvCb+2$?*wLknniQkEfuBJc#(nGo$E3N!G4L zH+Qx9Yd>`aMQQ0GDy~S_svlW{T z(_ZR~BRn4=7OdY!G7`{h_8m3RibvISijGfuJmTXeK6#wLOL&qwTju20%o{O4*Cwjc zkf=&yM}C}NHmDMb+{L9s{78d$tvn<^#K|H@F*q z-39x(0tCMO#Twt=b4i;`QC*by_~9+rD+HyZRCEJt-eJ7!EmAtV zF+}DrR3FSsL3URZ@sTg6baXvZ+WA6IdKCWB@lRJ|Tls2t+4yG`IWGyoS=)6;6v$ zI1Tb6ld}|`1QaNREwqq$$`2thsXnMcKJjr2mV7{kLS5Mpvyia3R(Z-xA6K@JNKQqR z9ub}2BR;Ci>JuNOmR>P2D@{9X2r1-8@T>D?p$e&OhiWv5ETr~dN{EYEI}qfGB0k*- zd39Ti>XT1^M1p(;$dMqK-ys_ceF-wqdmuDLSWIEEM8d40aNaSQ?R$#AKx%^Lx-EDl zYoS|&6rxS+ya{W0RR*FuSp3YC^dNl>UOnsA}Y1w;|v@H21@}n9)%yEwN@SCN^Rt!lBs;cfQKB2@%VQ;C! zp4xM9#YYJc6-j(hf`oc{X{;*D6_APp@ktqozelRiUeJoh>-q91nPafxXU&kbi_*ccg;nyPi$a+ zi>Pji7060M>G9zgH}=CuJI6`HN3$7gbKI+0IS3-l&|>c#XTUy$=d@c9^{yv{?jL3 zSY_AWKFBdK^%>DcDXj9i+Ylb#46QyK@fed-$WS4#^vbt8@>9HQbxX)@YGa>U;0h$| zIYy?}`^N}J9dvaA-udX?u6Drs9bAx0K!i!e$X9uEe0vWK+kgnvs;yMIMD-B?>OC5X z8JVznY#ocqMuC#l2($D-D>D9WSJdt0 z8g6Q$h-!4P1K~Zn-D3&$bO=fHT4J#*K=C{`wLj^YAe7+f z+$T4o_xtzx$5e_BCh|knjwe+zE@VoIPc(iBsXhwV=skH0h_@rx4mySfEQUoZM(5qw ztpr0AF+K25u*+AtEt1_z1Q792Q_sqTmHd+NQh!vDRRrj_9v>E86du22g?jN^jQEth z8ws7Tmf({fH9*uP8_}HNh17QOLtPQwrde$y{?Jg@e@c8@s0(AI>tIcKxKn(d-tJTd zg(4N|Qi*^7p%(d40-f-&kZBWOK?+3z1u5gZL3(;Xg8IH;_u3&W-lY3U3guqd75XDENMuiI%T2w6`DLu|~9!mC} z;_)D))Tu9-YMm$?nlb>AgQAj2HdhuQuQW({QdfvhcOG-(hw&Ifd_+V|)0^Rn{b-$1T8NV2$@<>@q?gQ}=dgApVt5A!O-e&?NM`Ksv0*%`^ zjQ5e$tC9z+;%G?Bcu0;q_QYzvjf6w(aWi3p6Zl9z6TLp=a zl%5t+bnt66$Il~AkKfetE==wBto(!?QOfS3FWU;QGP{UR7)ItuLa6fii1>K*yF9`p z;^Wuw`u~IYq&+W^LLa?gs7u7BT#J`1ve}FL4n3cbXKIG{@VgZ0@u3F7MG+r`t(@W* zRD&-T>Jss(jL%1zUsdvm54Cv)tz=Fkv^8KgwRdQ#GGr}SLjl57F1#g@m4up;!clWy zDCvnGPL?9XN8~33;*&9a0Odd$zX`;L8bhSXXR`s2zb%OZu0o<4eE~R{9`&r;{0YSiWmMiy@j<*gq44YTxMPs)h&+kZD4eC^j{WEJ2+xwY_d8N0a@1?Y z%a%~_CM%Ut&!RG}^>{%M#K-3ZT0>=(2}h+8`6)-1w@6P!DlIr5P7gl4z(zhi8xIrh zp$KcmQ25Ys3OvK{>Y@Pg(|uBW#7mUnCO!gwjZALzV?=ArLDpviAynGnh;{k7Ku;&=*;@ z55?npdr0QKP^93&5YqZH2^2#50L*_tN>9?@1+Ji5S}w71LKrc4iJ}Q{#j>Dj@pfir z77c|VsQ6QLUbQgczPlWmo6#G>DIS7O8cGDn8eO_(UkPP2U|- zcs}ug1Yxc%On%hCJ*g{Xh>EZYRMAfCJI(H=NokvyZZ=^?}?1=UC4u5`wsLSUJUOZjYsH2Hz>+Xym2r}3PWo_HvF z5K5p%RT9dkR7F=l0Y8~MWj_4-l`*D}Yf(@JVWL6|eLV7`MJJUailM|u$N`0#qGhTgSN%1L)_=LBlXdlEUiVd9%&VDwR`sewG zW>X^KQ?|pu>@U=)@f9DJaPS9-kIG)So>~yEYT88M@kx~81Mx|R@Fevotv#srXnqS- ze3BH>Lh*5G4@VU-6zPeB@QC;%jf8OXoXinRU4`-L6fmra2|A6;MtREwM{pEo4H6+8 zlgV~e0aJ(mke3i74ulYeATWqbn!x~L{MSbFult=NC1SlQ(I)^E%N49LfA z+n1;9-H)iP^ZpTs_sE(KB|SPXOnkIXuKNHZGtEsm($`Y!=!#88-C8Q2kk-$o@6f)Z z$72>vl2TL#gpD;+YpIkdU+oDEb@^OCYpAoy;FS#n5;~$GOvNK>SW@L%Y{Ry1Y{9B8 z@erf*5Z02qBOao#mx?<|0s0N`!7~i;IS)5E1MxW?NUFAF&&P*fhU`$x(6Tv}1%D~_ z{pr)`Kb^DNMnCfMqgRAgSV^YU7qG`4aFU;;p;!^bhwLQ?kIYwE>|s`PFRwvQt5Npm zd#7yKoAf)$85Lw^g?v3h!sF-cyH*wuABDSOxo82JewK-;=Zwxt6)+RSSWCoRWwBY; z*J~7f{f}oU(YQyJ)&t z{}o=t!c+NNT)Z-gS6gXP@4}E3%LXCR6H0s{2!}-`HGrWa*QGSF(y+}dE8J%P1ye6s zBgdle7-wOvsa{LrLhatL&pgGJW-f9qd2OCgjz?$_b=$_ zQMz$q6!!dtJ|4$zB4!{eQ!Wb-Bq);jby>()8I&Fwsl)L_l!N4yL)9tA!kiD?o{oh6 z2AFJRP%6syoMK_bvcrgBm+Ld#!uri}D9^501q{__(5st6%^S|8__(Hk$kchJMY1-e z@F-@V@f_Y0c5^yc#)jhm^7veiVOi#8N$KH)yut~6IT<}jc-%Q==5P>3nSgSbo7Ds{ z992q+Pv%2phx`Mh^%H;0+^j~N`JiqOnOr_Zd{Y03xmnpJ>K-lPLk*HhQvPK?mj@t$ zFrlB-q~d1@T~w=y7(XgcB1ez-kjbRZ?7c|iCcfVhm8K1i5PjpaLRpU7umEZi^lSV0 z_lfY_yPAr>p!piivyS}Gw`%oah|dWWDU8i(v4O|RDL(9uo!5%2EkC^H7Mu{ZN2-qs zPAY__tgiUM>~ses^Y`^8_YA^CQe0B{c_FZjLCY|Tu5c;9N(C-Y=pd8SU>$XT=3vaw zgFGctDx_4(lzxzP#&iggLVOy&v55nBsg5O*#h)?sEP+CHq2S~DdY_-m&O z(;_`uSLdz$+#1}{-L0KkL-l`N7I~FhM+4<=&TlxX#-mQHB4G&PrihP-Pdwh9vZz$y zte+x2rBRE@1nSzo9Y@(`to3hy@U7LlrlXaJfY7DfU@|((*CVfwNY8IVU3`9pyWl6- zbZVc9iL3PC%M)k5P8H`i5TDAB9@n(A*cr2|uYa)Sced#M;+2t=H$gs*l4^DurQ=)_ zakRpUk3w1=>B%QPS4P*eQIE}{U=rpj$j?6~P&BMI<+rKKC^qUdJU_e@N_=!*$%xu0 zJdG@oFG>VR>W_|+z9KWOapb2=Qa!7EV+R}h=o>T-Jz!$1E4LiVyIB53D{v$ZsrDBt zpRGovDy6;kGy0csoU{5fd-^pdwOf1IpUPC_V%4(L>USa2HN=<&Tcs|7%ibzPe4MGw zS9~CS5fGnnq`A_Nz>*NR%d>B{zhvKOrRsOGgjP?v68>TBnWWg2s_JokKSE6`E)hug zk(iasv3n47F0*hnG2<8}_E-?7-NO(Ti$X}Er;Lw;!GsZVSujH2KR;m@%Fa+i0{rMT zVMGmDYT=lsg$Q=1!^$L*L5*Q!G8Dk4!5BgvdAgDP7T@ku8f8 zu$-cY%Pj7JWflwBi5b1b;>PgU7}W65C_ZDBS(S&@SPlAiRT?c%5X5>Qp(*CVg#IYH z5S)a89^#n`3xcp}kl={q2+2cHD1%5G#@`P`1qMk&^5NZwLOhg;`XlD@dznQ>*(^-X zuUplglkCbSxmGNzgB4G|9HPD`VZKYFxKA_IdrjO~~zK85-P?!Mu!og*rrfRV_q(@=1^50z6k0rzLR2WWp1I zrsmq$x3@|2-*d%`x9s}K+ID@6&!(*DYf*o0b4riP?sCRvnVWsU9SC=U3*cOAO2e^;s55%X^(NpJISE|wUwNjDQx5cI1crr5ihF`CYq5lQM zN9NwpP**2p6WL0Z&S5JFp@)}2ce70KTk$B`LE|iFl z>iMV*#=Ny(*uyU@vnJFS5Wx}RxloaW>_mD*c*3|Kx<4|FGGeAt6W}!>&AtjEDHKh9L7{cH%*# zJ;KiW(N)f@t3EeL>0y*gm0&3$87#J$|9r=pfAdrvYH_GWjCPBf%+%{gb$YaO6Vjh0^GF~~)lXGb)<&fl z-=ie`7T0O}idJMcw9rKQ66xyfE+Iie9szQs=Xt_hFIpKCpE3}izi|wM_|znmEd60A zA6qRA(xcRRDIfXpiud^@&J4&*I*Lyo_+0vIK2n}0P4*dX^Pcs26%y0`QI1%@dYs8f zt5BiyZaH%}i!LO`1F8>7gbRIfUjRia(1+C30T7?nCtNL`oRBp2JfgEoULKU4Josu4 zResm(vF2-03D)kldl<*}tT_mdJL02)g(5rZzOJ3LJQP~+QrRu1v1=AmgGeJiSSiAS zu2JlmGA1UfDkWs$;f(M}I1`3`C-nM&k7u3GtwDXfk6pi7~6jp*l|< zj$da4ejr{aWhDLzcF#H{GQNetP*fUx4TYimLm!LJrM?u18%#Kn-E#b}X_h<+U(Z-- z3_ZyI{U8d|gWAQTkm92VXJIPcd%BhD59!f)AF7VCQOI~`y(8tBs04W^U}Tr6ozex5 z)8@d(6Z{S1TQ!|3Fb*pIW1ZD_YMnKFoSX0c+ch22y ztw>k*8H6?X~hsUG3yn$-_h9iBYdrYSjL{?%pEOjOR8qt* z1(}zn>>#d5<`*q z7<0mKHbM`~pvKV*Y7Ie}dc8&w#hJ7>8fV3>>TQ>0wPN$1-zmVUKdh6XiccIqR7FfA z7RU=Dze_x-$Yl{kP9PO=*{oNrp;yG#v|?ql+Pu3aYQw!4L>iMXSPo=eQ?`l&jqSEUz$&Ee?i*0lY z$Mm@pkxeedQX?Qb8B&19NB@BsmtI&+(MT6_xIDbNRd1L>Q#4vYY&>L}_@dMxZSov` zC_yHgKz#ub8hLs2fu->1To){q1UYgf8B8%uDMfrS3M2UlPie@P1UU*qU(($jM%akQ zrrInfkvF%UaJ@)2?fH(LAv8(jy{y{wl}%Z=+eSP($8KvilGtZ6NK9i_K~l}qL}D%q zK66pT#}!QCbBOpz+ACXuPV5k;E2`fEQ>P<)?e><@?FCEi!^8yPi6%5ug64zaz4;Na z2*l>14nS%WMlr#U#GAn2_Yu#JKnRS`eW(POyL==)f-L$di_K#g>4FG-%zxZ}PU7RF zu0KRtJcZaI+1Zp}K`1j~rG?X@rtHWyR&MlaE5mN6EYfe;QH0$_Q^Mvap^rt>$yvEfo)kl%5n3pJ!Ch#_Lbz zjwn-V*^m$XJ;7b3ck~Ea9#MOq&-6URh@(^=WtYe^6EleKk%dTgW0d-;5(O$O>3k+G zbz5dzj{qsXJEb?|NIt3Vuaj{!#k#%ujkRA%9iD}sSZiX~DoiM}SdAGr1o`BL1#}Hq zN9Y7JUys50&HZ-o`XhGlIusv~NeV5hE{e!r1&YmSLD8a?0^v;J8YHuLq(Cx-)E6Ox zkWC>GWh+2Gs=%Y`SWs5wk)X(-jD?{PywMcA91U520CLWFO@0tk@h~1Aj)@~@vT%@L zH40h(0s3~0qu}9qLI^w-{{X7x2n@#|V_WC(qu4cvAnjqYW`an6WRVFOkK!EyX^%m` z#-XN-p9O&@>^ly{k^d_&4w5!%k^L7tZyOj?zf*?3~fas=y^nXHjLDoNMUisuotM}47cJ1q=uH)$u>1jIYJ-daBuA2#Q z-2~}rI(d^doA0%rXt6|feDd4r>ou>*a?n ztQ$36AjwhGPl{knMRfrXY!zmde<_-@XVt6{^gJnCS9G1?QoSoaw}an0*B7NH`PmOq zYsl_D2K_eNL6fX;2C&jd^5^MT}d)+_l`oMv)N0QFEIR0of5E$8j4(Ly#jFC*dG$ zG#Kk4VjQYFV<>(sR*TI|HRid>4?(Jj&9I8&A@RefS=t!J^(aUX5J5?1J}!V! z5Y7kr4UB`hfXwkTNv=S>Vb0ECt`;)K&vvLVeh%H>g}FS3Y;;GCN-pQw#siRnB}|p-wZ)edrB)aoXE1JzXYdrLQaXU0GXeww%DXOJwAgHP)fW zlUBV!TSsQ(Ba$gu>$~{C#h^7jg5H)QJ@O^_>$)$7_z6-{dddXqyLCRh?mf2boqe`r z-&xyC3cVDcrRxv43^5TueLi`7WOjB+4{81d6(9VtsLEIoXrQ;jf<;a4U zh1Yh+QgNiK(?jHI_^4GyS-yv|#5GHz^juNp4oJ`6tyrD*l=gqz zDvy|LRoG!+OztUs&(0XRZ7DKU?_1RD6qdQ@}P9I&cP9K}yz41r8X5nG0 zH}|O3opZ!$Ox;9qP^d((3Vk>&^engU$;;kAG>^ zrtaZ&KC&9q_d3*^@u>;Aebuy&t>%>7d8jdUH~;T${w5!KPOT{)S?yPMT7wBY?Xnzp zj5K0&4Jaw(7TKOmI~8>EL5Ji>5P@kj?7mk?|D9-;(ZO4t;_JWqiDk1ht@O$+tMKAZ z%YJ1i6Dhu*JZN$ag*Vaq6K*CGZYVPFcBD;!P`tuq4MD5&60eOnA#UhW!V4I}F*_>r zE?yZ%q*%LVuXs+B@*mgBEAkg7&k5(Tc%-6x)4Pk^WZx}6TDOg-tOGyjPVXGDj>5(R zcK!!`fO>05z4cm zq_eQ3ya)-Jw9~RC?{dg~W4BeDvd5vy)Q?Q4Gv`aL_dcsXXP-5kv)>xcJ>bw}?m@d| z-ae~4YmYUUy~nPZ`?1})hys12pppiWF#*CHg0zX;ex2XYE8DHw#9gS;i`^#U$~LG{s69e-J4g_}(W0Q= z=jH8QwqiNYTFThfcGbk4R`KNzt>T0oR^jCxmOWvYhlxAfecAkfLIsLMmVeblMXp69 zu0`c3yBM#UHww--RVR7Zuo`2$${QZ4GUrrhtXJo6>dpGp>dyYuYR%efwRN2Hsnwag z*BWqaJZG=nvfvBryy-{l{PwrjedBl5@y+8lVEfP3Ys+`mZ^w@|V9)7-K=~K|2JP|C z3;&DI8xLvk?I*3zho`JBYoP=F(%g?v+t82C*f8OvUmbLND06-8r>AZBmyCb@k711I zmJ9b;4HWh&gy%#oi)FR9D^qV{jlnZYcGMNIC?qHz&NK|+kjhgu@$sS)O3u;7Tz=JZ z)S8nAr!0kbOUBi6$ve8Q*p(ICc}#gs!C5ys1S;K1b{1>D5|wE;IV5Ig0D%@x#AY*}wH}YP}+q08aUD$o_*9%mC zzOZrEcNezo`SF4pt~R=zI^VDf@iW1@))$+f@`MKAy2zrKRiJ;4%NQ zw>}^>4yoPWhd|JN#aS+R67x^Bz0y6lLnKEe)%s;^n&*I4=S zD=nLFQO=qZHvXvD7z#d(JYY7I$$aR6^WfJI==OOV&SSX;f3?9!&;ACv$5>#3=y%{J zD~!JTe>9=jeij}KVtql*&hyrU5KDt4C#?RGlU8Tp39GaCgwLD(+{GU1^W27u58KsCj##6mM;+Yx;zQPW@xeSa;#|0z=li&3$zi*e zzrA+ue!FqTmrmx7C2W<9=~|wd_#pEAGoF$nMa5;D$ z&pQr|TEn?4h(6{WvW5k4fZL&9@n^C3QE$PQd{3WSeI}%@B7t8e|gqM?>_^6vC#)l+XIJA+la%A5B`2QjexLke zL-t*;A$+dE`_9`S#^2z>kd`8ldxYW|V8DSh1u*a+Z=5Az=L0;o9ay*Bc_Z2*L*% zFWhT?Ur5%~>I2sC?XRr!J6~DX4JWL}+b66yw|l>H-1=-hVZGixW%CnkHr^7dUeJqjP)3Jee-Tg zE?JtG$W!oAsrja$Or>-})e7@8n7YrdTlBTnnZ;*b_?6XJaMEfoIL7hNB~h2nkWl!$ zs=xTC)ng3QTY8M|@~Aakddez8`qiILrgIgiRC$5W->Cmv^^f{}MoGQsJ=JPKbZ%XG z(yr&)T)*t3HCn`CmWN~3c+s)Ev3K>7L)HNEzYsddXr2-L$1Zkkh<~mTb6O+*zCPpM z`yGF2wHJBNZ@R(4FZkV1L3`y9>$UTO_5bjk<$lC?-0_QzJIMS@h-Eb6Z3x6WAE!C@ zFqG>#6raqfL+A4_nsGk%P$(|g&`*Dc)cowm#R$AHBliAk!#{-tefEp{`@x?xR!9#Y zf5Iqaxew3L601Cx^n7ZyMc?|6U6yi(U6us#Nv3)+i~N-dL|(|`a_Q@c2L*`_k73F1 z)+#I;kd1PzpR#U*D@wy!B`b%{OS5K{Bt)gh6%s4UdaB!35~kAg1;3f74Abh)AhWU{ zrAMU4g|b9sE&`Dp5gtM0$0t5syDF3_JhElu>yg5KyK}NzT zMJ->C$d6NbAUHnR2|enI^_zeebu350Ly;RDmBOb=kAAaI9m_(r)Dc!hMd2+$3XhbY zk}(unDp%`w6`#<)AUYTEDaY#xWnjdmvu?3sWOEfG<*r!mc9zm-f;A*GQUQfWM#)O} z3gk&hB8+qwG5q0Qnhp3ALc$_3@N<3;O#UADLFAoZU~w}WcJ#dUJNQE$`X2bVg`&^? z?=AQE85?};w8NmIznC!a$j=V_c)j~SKVzNwKkxqF2dlsAAPe3hkL)l3)m{FT)mm~4 z9I{#v9-+>X{eXoLl2d2#J|-TY`1r?A^0VJfME+!?38x{%$A>1KYv@ZQH0J;I&#&h8 z)yVpS$k>f6Tuqs1Z=QR|6=RcPq7ae#gZY(y^N;y05Te-WhJjMOXl^-vz1_0plwCdh zFbfuh4rQwzDu4(;K3L@Eg#a>BkD_t;;PXNfd}tA@weT~K{4jwwVbN@YLZ)JBi6d8A zI<;al9>5baa-Bma_jw@Q_5p$P*x{stW2#JhV4-CqtzY%@YJ2>c+2fGWhafKFxz6K{ zT(EJFnNU1CTPBnaX(Qs8y^Lj@r zl%#`<=ffyJd|&dt^I z98q^3Aj{<;NUVtJNEStr*ij;^2OzFsOdhy~2ZWy;#&UcR;yae>n7jJ|V+wB+=JAw~ zc<+W$l#lV1MyL5SZl^u47OZwi9YwJ|2zBCEJTGHbS>0(6pC#W|?Rm%e>?iH2MJE}% zoacRZ|2rsn)b~~x`rd?EY-H-JU<0x2gx$32TdRU6ryNR?TIi^uvC0dm%C?{$excBP zGM_60^h&}vHBotProDaV<({KMcwo&ONq=)o`Kq!IGLbrjv>x^Q@PVa=!yC{kc z9Shh|K}7|m8JctmMNoQ?qJ(Y_Jpb={cXo1;0byo-_ujep51-Ha?30s1PWC?gUGI9< zvmSRI3$A5t)ark{(Y=T3qSV!K*u>ukb(`m#O#aT=OxTk*4XTJtN)&0*`k z8C7!KVe1ZY?ah0z2q-peMujYg->m1BpR5NYR_M9;NFjP`;@%AUZutfLX4w!Zp&t_n z`f-h9Z$<6l+;`Zp-@0!3+4@6#ZXymrrMJZXGpyQxuQ57P#;kUyom2HX8fR{?%GGbT zOQKrS?1R$60`IIRT00BYPiIFdL41PaAwpWKSo>TcFVzoCG#B(aWz|)d!Lmm zVZgRNr}a~7u*zB@9hwQIqw<1KR2%_173uL6AJ5-IHHQvq{hlH}AyiAm2~;(z5ZRdD zrN!}>nr;4=lJniKIji;_owao5;hdFw4=vtskI?ug$1bjzytPi_HnR?s=L7k<{#Ucapl!R3wv111(Ya!kjL9L+J@R2%x>Z#YptLdIt1ZIvKC&U-^Ex7424v@7h(g0vXR3HC@1(F><-BCxcW+^!hzt1V4&M`4OKeoGE80KhD z^n4q~0%eNQA4*5DLe&WUSs(6#;d3RACnG%`@uA*IMnM^vZ`taUw@{FRlCQC_yGK~_ z=g0|hreAy^kRG*ZCl2EVHh3ywWxKf8DFtlIw{Dw%b3~{6wx6y0_G3lR$J-z>+%&uK z#_0Y%WM&t#Y5}_L{KlMBa(%6^KZhgzc^3^$e;01jP!7` zYD)RRhrTA08AL+Uf}#ML-Rq%vT6XeRTtnKIuEF zJ!!qAPugJhK0qG-Xp1#{e~asq3hPa`NT2C=0cNpK(Ph#{;N#xYF#6KQEnpUo?(G?Z zqcN<<;!mmd&KAcCU>qJRKtVbNlvg+}M3 z8P`M8FIglZ7n%5xnvyef*^KRWGpfe}tB%@ZYks!J$oO~yZ{K4pey}Gf$9DaWMFVB3 z=k{Mve7H`x9W`B}e}>N6kJ>4*;}E3hfIYE=a>AB__833&abEWm5THB1$+srcAk#B{ zw5BujEc44eYdn3wHAL~zwOwDto&~k|!XHR_^mqr0zDSc)FpuaJE}#&g=AW*&Yd*uT zGi$5ezhJLDyl}5QI-j!Dg54-Rd%*YBWzk;iym*iGB}HB&HJi;$7UxT(M~j{oIH8|| z&MVk@tPp)!9Q$!E=(p*FbwS07!65E+*v-NVNUL_=95BZbp;!oZEZ)4T*>o|1$o_b; zvhlm1Cf0p(qcw%>)cIhi)%|2I=YFr%Vk42kM(58^hwCPN(zar#J9#_T&vvVgGFXci z`}&ZhOQ-I4E$5}_peu*JNI{X|C_XCh>R1wbURht|I=o{S(y3H~GOS9HO?Xdcve{~g z!s7@kN2yJjsHwghr|Z%u>F&HpmD4#Ax#7IjM;Y-^@3YNZot0(8K59GZY@6CV4Pwx8G zHQoyqwim=)B&PQ^sW(4a@2y7)(QD&D>$UMPDi2=+vUJ>d%zAHvBysP~-UspD!S#Zf z_jWcFF+--huC>I0ORW+2lw^#~7gW2;&WX9n%3yZBB=$P{E3MobW#N+_M}Vl7xb>?T z@uAy`=Y=v6Ev$5Sb9a;yq{f|)#H*}S7%?nVTlAbaB7=$s6VGL;mQWCra;;TmZHrE# z{KYt?P?@dyS>-~SSeal*is`Jz(dRPNQXAzo^&2r5a^%(xZ zosJ?#-FSlqqU)Ap>=HaU;^fGZ2$Ki@Ydf$&KFAyQ33kbMQde$1<9lupJKRpL4r)kE z$~<*ZTI#Y3uFE1&mm7`m(dH_UM?2vXDvV zlF+2!n8^;S@iYLr5*k5%TCmt&%I@+?7VFZFyos@s9i>ddB07)ZX($A~8g`l@MndKG zd`v)N1>)i3X;W_fMV>2bHD}>dIj;#jN?!qRM`ZiP#h{%n3Rof7_49gs_&3=G+$de? zgU~^hyK3U0i5|crG*Al?bAnimJW!6vVkh30*+34od}A0+;oK);rc56Csnr`h-9|w~ zrT7fv20MKB2^+pA-(lG9KgMAw~1A@^X{A?v;OkagL4kTTa1YtQ2HIDZda&m!{8zJ!!bV-cm?rPo^*)gYaP z)JHw8ZC}0cj)CV|kG*qU`1jDl3VhY4#gq+p%@-Jy=WMYDzTQ(nd?<}j+UmG)w?o&( zctY?t_FaDj#RrvV^G~jf)erKQ&HGX1Nx@TjAhT?0r1A`;L@f;3@rw;bArleqv%$Dt z=)~-Ysxx4L#SWNHJ9ZAB znR*a%z@~=3&7YwG8ljBe!0go zXNY)EB0Vx!3rdU*V;%fc(gPt^nzLf>ZpvG0muxsRXTjPZrYu}22s9Px7e)F5PnBm>{GpC}AOvMjCsY|HOg4qCt zN08FfP@W$oauJ#)+&oSS$WbOYrN-`9u<$zn4vGOJMt+gTlvkRd6ch(!XgUikN`eCm zYxC*5k-+y@8%RZ&N8fT%x&~H?@KnLzsT-&+IngBn_oH4`_#0^C8dHQo#;u=bcODc~RzCr95hp-q5 zgSnA<_|=A?`V2#EAG!%O0V#bTWVat`K^8Y;`NFzEdLG|ooF9=;$jhhf&>^$+*iqMH zr(at;<$w~Gd(1g=1V;-B2rMf|^>HNyNRJ~vTnm{qDIb2hk8`w##gA$5^YZNeWydh* zAGL>b~)mD2DW#>^y&f}1t_FwO|&Jdx_9J^8G z>WX=}|N5ggjE#yE9W87kJ0d@)B0hsr284brumcEW^-Eo`bXZ38{(_MTblUX=czvS! ze?@1J0QsRKGYU_S5HWCuyY4HovC?(l1ma%@wX-h7zc$3bHl@!xC^lz`bT$BisLg#K zje9^k9V$XFc?@%VH za|3?2M*K{bWc^Z`Hf4T!wyu;NRLbUDgDQz@6D5_V0V++sPrpUg+Q9Wq^8|!O$bis@ z%w(`xt49e;?}s{gdFn9vzBUA@Rw3Bfq5McOl7H>0+27kk>;JIF*8PG3|5vkc@+}Y&OpV7ZfwP{1QSaWqA*0o)6lTwAN4s6Kh-EEJuVwTqzh_NY35<+ zSRP?O$GNUi2wLPYZu8eMTF#3v-K zS$=R#{k+mul5$6lePz6e&#~WrOAG4J_u0|G;Tf|kM>gA9DWcV}u()gfP+GCn9t}qm z(eVDbQe0e*JcvgLenw(}$b47Oy@K z9F;Cy`GPl(lTLX~yAEf1-h%q`C+LBP$A@pi^S{0eKmSo~#9i1S-}lY0ZpYq`8$u=v zMJ8s&M%*A}aMn#o@OQ@zxLG>WD+{B@&B@^zo2B$<@ocIR324Ud(1&-!@=9HSB`&Ev zJ~F4F_OP&CiO=UM45`W_5wQ{R(FlSn55MQ2HeMf9D2FK~pu%HsxvrKnoyfp|Y+ebO zYdi_kh1W;^29MtxhuYwl+26&qaQSf}B;sY5_8At?J9x!=gWJ+&M8T8J1DsBC2oiTxSWS87^HRV>i zS30Be_WF*6oCQKkN1x5Q=^rUjFQs4#cp?IK%MgRWk9+Q9_Z+wpfCTl}`Xg#*p7q=* zW$0JRVw59z-FL71!&**fXY+vV~7Or>kJ?QEK+zX)I-7a)LtpR9`u}#bRIj!hfPo`)FTBCmdE2$8FRBX zC6SMlucGlSJQfKOs_;1(MXEdOk!5Jmg4fq)5TVYw$I%WM?a;*BR8^#Gl`d+A_2W&pD!wah^?E$PA6?7~JJ3CF$LE`$J;in@mN>*|7$5Nzx*J&XKkja131EbC!8 zt%t0G!$a!ytPnkqgPVn zYXjC%Ul4Fyf$!1xX(D@ABuB`S>@7awQE5xrd|}C#A7`f5AJJ)79er==+V9tWZ_5^K zI5Khe^1VZrZaUUBXY~(lXsN$EXUz|{ezoR6uN7NyO zsRosvT=9{e1;n*FL1$M!2Isuem6CEhbR9VUmwapc8wt)q*Wc1{T&3_Piz|k=+{+*1 zw+i8x9oHX5ghMY%FIEn6O<$MVBWMs5KM|wX@MW_a~4Grg}*g%uf72KB+1sJ_Y2*G1vkErg>Q&AUHhdeUEnn z^w>K=-U%*?8M_Q8PSepVL~{Z;0l_}_-r#`m*U1zSlkrQ&E;-xfW_NAsxZNEy4QF6! z6tA7~oK&82$=BJ%skhK-cnA2qRk&${rFQ?&8bfkwgG5xGB*rx;L@aV70eDYR3K>1i zst*6cuI3Hbn~s!Tke?p3v1e^HcF2@1P=EUIX3E0v5s2Pf^LYc(CG#ifjd5A%MOTOq z|LeP{RgyPqXBNj!{9i3mFIsX#Z%WNR^J7e)cmf*J3E~}*$UmX$i-lA5_Dnj08W(i@ zI1*Iw*ssF}9(8jn^!2F3#mBmdIU)oxlF3={d_nx*1;$0sQ?kceaud89KgKn9bd<-V z9itmS$xYSI#_`R~ju7E92xI421+_;vS9yGtP<$!fEX`!HN&FWPAG^?C_~kQlxYWDpL5vwbJRSJji%sp`Iu6N4}SlK#lQkn ztg8pbM@n4*hXWAxoYXVW3;NEAcorFe5zi1=U%rMpYsh#vAUpkDN) zG%G(+U#`6@e*YqzV8Kwwq7QvOzxYB@pm0jX>@9UmWdac*8Al<5>J;n9_5Ltrq01?A zxehMQb>?RW-8pyXy};ii)v}QE6p$bJRRU4c|Dw<7d-T06c)wo5pwT<=UOc)81NY(s z)^Ywm>%0J^2XtBVy>(i&%Q{o$&;E{57r&o~%^*}Mk=8+Yw1)8>^f4HdtDw&h;%_uS ziVuV~o6M2{{GEEyp%>4>7u6SkSOKB-uPGg4vhb5pT8)MPMfInf3uPd3$Xu&3c#buA zZwK$AgOsJ^ouS0V-@vIVybj;z6!^E$>#WCl_DPW*`{YMQkslGCx)2e4|D~vD8UI*k zr5}3BC3@?98HtZ4>Ji?ff#ip-FLizi>b6uWycF4VTG`u7&vR<9?iDJ_>K>u)L7^o| zkn1GW{lk$T5g-7ub=RTJl1I{#002M$Nkli^lKT@SLZ624Qh@DZhhxaaa#U ze5C4V4RwLUtbzUvEfJJ3NKg1lp!L5jB1Jh!gde0BC?tsNxWV20T&=ZugRM#gq$<3P zMTBugF^Wil{9s~M(6J(ClqVEazQ!My{jJ+iUo6?Rd)_z4md#yvbmH9AhqH6OIeOc? z+{5*AzB!ygD|_6$)rZpOZ8&<%!f%fbSg`)5X;bFy+?-VJwj-rNnjD9$ozT3lDww_X zJ9&^YB?5;922fc#5gOAxKPtXiUisj(+*YmsHvZTz5Fa9Zf||6r^NsSMjaKmu`>R(T?bd>;w=VpE!y5sKd*Ly2Av&gG^*6n%7!^MCY=+?g}+%Eo2-;5X3F0 z#vOLfWnC?uz`w?nw=$`Jr?L3P;yhOOML#% z5+51IOA?=kwDg}T@hNI$E>3);_|#`1YBe2V3UR#-FHt-4hdL^=2cJ*pm6QVr80(D5 zx$`>8TDpOwbV%`0NiG{AP`EQLAT(YXHt-tPb&lU55Zh3SfHR41VsW6v)s0Ia9c%?F&%^@W1GiOeA37ObaQT3XR znrkT!lkbyuzXgR{ZDo@0U^9LL9m=dx;k29+I4l+9k}6G{X*o3IdXyjLUjc7T^r|A> z+Fn#a@v0z-fGLjh*f|wbqd;h*T&|QDNbb5!Ppk2l51q z_$X%&rRT&Ykqv)+r0+|4D|g!3uhtxy42I;aIeOdtHHYfX$<2$HvFt$EMH{Wm{B;MS za=tm(bng1Yk1zc0=ZQ0y=dEjWSbUCj|6wX&(yRW_`VHEZ** z3oVq|;}f4bOLsW}r>wkey1j@`?16Pr1e} zN`v&^Y!6Dh&Mv&JCljDQu%<68wEE96OGe`l@bbhXJr37WyYs@9W2ry19Sbr2AiVz@6dw^E zW%dLrK0fi0idP8NLBkHZ@Tg9jKoloF@_W^XJhYO(hjPMo_#)a7TG(*~zJz6zx5(=1 z#<1T);-h#5hgITYE~j9`WHCTLVcc$lFmYK_9v)vnWNCgs$;G zIK#3`%K?y)x&KBs0+c?pQ7onK^rO6$y=}ik-)&sm>e7@-3h}vn!2!l-kOMXhb#KT# zi)D~*JhSv-@Gm9}nql=v&aoy#8Ljc?KkVYn4i<#6a#1p6uej^U-=QiK%K8^^g@v){ zmy%PKw)fHy6Tu@uw5UUZ3W1VS9=JR@2u@ix`9kRe=y|odd!)zf-U^`-6i9xGNK}C^ z!T+l&%gKljp~EL4Qd=LtAf)cm{?AR`zILz8&RKJ4)a=}YZRf5#oU!oRpTp;Gu+m>_ z+<4)}jdtOJ+@ryBzd2NA*6O@_7k&H7_=OvOU3u#R!+u1G`n_CetK+h;oKEoxk87D9 z9+Sz;uDZEZ6YG!vcGEtO_=H5(A73G?ac)HXRe4f;Dn?xH6rYgztDU(?#7FfqDL+zt z)YGrT#qtCl-SNOcN?ZpW=@I#nzen9&^7{D1XEwA>#7Cp+b70m}a`sxa26x*9703jL z@XgC7SA0ZfRJ$yM%v7gC!PkeXmdW=Qk(-l0_SkNbX*%#@T_9y~x0kBM;8EK8f)XJ; zb?&fBZs|iP-TT(`6~-7mGn?`j3moQU&HPDaO16d~))>xw8D;?`J@q9%A3Pr;K0`L& z$c-Ph2NKeKqjtl`+0{}f76Nv}MZ`uDzn2kls$);yXo63cq!!69qy?uZ#7AYWjv$cu z$at*9u(4AG*d@~mqH>qFAX4TMsR<}^os94lmP5`GpZ_Z2(|~iD`NaXsd-B zP?t;qN|X+Y@@?dukhoY`51XAI3k4?H~TZ0Ut@IS@T*VHbLDXCc}m5=2)cB`*=5 zZg_=sJ&X8UF$?dJN~kK2p!&$;Bq*oI^L}uY`cnX3@$rv7(Fr{Iq(?vJOiEpyiSAIT zOTiXA8T_-DdiS+zC#7CWeDs}xi@xjAG*Py&Qy8Z$Y z*s89_{^#UrD+$FK^py(A(Y+ra@mX6@F!8MQ-X^H)i}wPGl6;?S=jU1UpwHPrQyw46 z=$(;t^$j5?^(n^w3}Y@Cv+imSn_+Dj>ru1w+e`^yiaVvQ^RQi1NW0U899~=n^(T~g zmq?Aa@H{?cQD}T+#_QT*J;$^xi1_%*P9gEZhf@lai&J=T3F3oq#}@}YZ*K8*RRV>| zXrT}=wXqW-=t^B-32Live4voo{A;0q3sVYUOgiJDLLVxn=(PpPpO3#pZSDKVcW$X1|mTX_0>>#3v%Yl_NgU zagB4!RZ5(&aPc=D@u?h|F+L=^MQ&JZYZ9BU%15qZIO$aumUu111Vb;x$9sXEzemJJ zrJsrGdf<3F#j6Cz-_LL|`V^t*dFIk_ojj#5h;Y}rSd_-m~!=H;Md zmA9_8pp3Rw<-U=YK5B~9d7fSUlV30*08{HTbo7jwXEmQ&Z0QW&t2tu6)r7HEA2G*L zo+6CuX}W(XbzRSn*;jmeY$WK7i#?0bvqH06foZOY3}OECTO?0$?D`$MZe&!UJN07c zg(&!1bs|XZITi6yDMX~FB=K=-&M7=SKH>3?XBD6S9>qr{-$3HyydH(5M+7K<^yqN_ z@$nWCW!re9r-=A$hxlx_%Lp&LcG`EYt-AxATpgDa+{X~Zt|&eoxd(JyM-~;kTgmpW zG(cjph))knR)v7*bZ3`a1eLD{J}f|YcEUn8XK4P>x>E}1&ULLWnJ(m>sH3JcrL-qd zPagj6IHq_E$j&<^-x!%aC{$ioB8FGqYmNW~5T7$qe*%e5OT1I3^Z1DPbm5-o6CaV9 z!TgSa#7E>u@QIH;ug<-*9-lMw`1r&}*QkHZo*D58@GU`j6y4!P96**Sb+sg%^p;sW zQGD1u($&>v6-0)7s;muo(AINbM)C29jek59@$o+&c`M4@!c@+Zx2Hgjk@Z6=3C3qZ4MDD9hf-D` z`6(SheEjv(Cp*rtEYorT0rEfR9SeLmQiiCMxUfPLqzF=@nWk_eEal4lpt3a%41Z<% z+NE26e>Z2{fp$`RAUz@L*4YIUCr&&U(sPc;&!UZaWfp8a6gL~QGs@85Wt;P-3>o{y zcOmg@4nur?XYD?5I>pB)K5@y-S6@&%V!~%r=ig0dSIr<1pNP22b5Td~_(3?JuX2iy zh>uELUKz?G5K??p>JstMfU%*^Om@U)0XZJ>`IIC+b5`s!DL!*o|G;GQ9~e6Jn^Szk zRePje?sVp6F~%^0k3v;$1Nzu6ZTU)$uL?=wIW_U|Ymzc-b0MJQ2<27I!(d$=&yLyy z%Rz3+$6r^7^OMQvAuuW^>1I2(WqV6#Kh7GBo@Nck&PM5(d#Y=9Ide;-hj$A@T9m0hK{i`jFz| zwL1r@JwDk9JpTWk_{3);NB5(poxGIfh>xfEXcm#1XGBY|%=KAZYkh$X zpnZ4vspLh+-o*O%rjyNwR2)CYN?l!EXV+0mS|~$!db9~p60`z6d+}Pkflj=C9_9bK zVy4EUcxmB|_(<`A{5ZmM3gUAz^5ZK&fuu)WNB;@&k#Sw6E}!)1IFyZzD|ZzTALaR+ zH8=mcxmoAcb?)ih7N|UdN1q6t?C4?+WYAW}nuw1~+o;`&Flb5_Uoqmd_BUp9p-d8! zkcDyH0aa0IOfSx3Nt9IS0~LG!v1|-|H$$Kx>dw-D1;GnEr1f3bI!z5(G${1uKHZmw zhkF(rb`#?hhGLCSG{#^?SD^l=Q&{Au+UR+fBsFNjRI33AYB_eXUCPki$UDanqI(zW z&o$)z++Y{Q-e8wR;`M>}_>nY)ZX|GgkeOIXicM`vvQNdF{n_7A*};xOyKRpPwOdrzJirb%j-Jd>}Ek z)!OqfiFoJr36ma#_|yw3ACf*kG6CWfd8t!;XlFm6+MrY)y;w0mU-j|L%~E?re8#>u zvyk|>SzQ>KRpRm$pPW^@oyTYPirs}CpAXrkDIBR1>Pnd~FJtFa9v_jN2&TIGM{vD?J1sP0(8oVnRXLz!v5T}dqYCHZ^YjN>FLGeK!^|ty}7ZgBz8Jz zrx1uN-b6lnvq*I2XLKwiKD4~@=Kr4}KJxaQB|iTh#7AxW{|@m9TtrF|AGH)Kz_4Vg ztHVl_x(<@v13@7{x${~~^bEu8scV{RR~;&SSu{j~`fv^U&<(yMdh#CVNjtaDYX_q) z1V}?~T8Z_w+6ZK^DD>dilVf*&UdKY>d!gx zH(D_3R|w-SLShIgjJ}%g0z?B;R1x_J9An`IsnQ`G#&{8n9=x1N;_y-9fL8Z%AcZv@gKF;G49)InLORC`G zK^ajbwo;G-iH}o#qLtj-++KNSK4FDNT&YWQx-_!F_xHGC?jFlojqeAK&umg&7a$|P z^VvqHwnR`q62bD6o0EHdJjI7@G8w9))p13gkl#lc1*K4GJm7Aptxauv>gaOLa_Wq# zF{<7uf~AnAidC=TdqsAxamkk#qwM@O;W|5?Jf8Cigi`7D{F8}7(BzSBV!|rH&A!lRy(cd$Q!B$A3N|S=^^O30CeTe_h;zF*PaTU z`Pm{p>gbZ<(~R5;?U1F|sO+KLzuI0s@Yt0;$b(U++o#19pFovIk41XU5}zFACjEC2 zA0_w7|O5FNPgJMf&3Cm>Aic~0oa_jTg? zJM(>AxUPjxe66nU4jWEbC$47&Ha^VP-LuYUjh4Sh#%6VOdAU^1+$^Hwd_KG$DFs>} z&yf7+>-6U(;oxtaMUcn)O9N2Bh|+*b)8jwPG9O0@$tz|agy$}y89&OWXCfh zJ~vUuePSggS;kg$S&64-HA*GdoY05suqW4BApFP>9eZ+5J=MKe&+Gc{1$2M!4!UuF z@5;Tn3q;39N1pGfuiyrb3GSnK1YAvqS^XR1Z_ z`ofY2P!i)9-{nKA-TPx}He|Zh?(&vh)Vc=>(5)6k&QIyYo2(QY`Z5Us6Lh(l>#SV# zwZynwMdgMtL-K%xDtufVo;Xm7H0L7VcO|vCENRU0ze*VK$d6BasL0R>?Q;HTfYMPa zkhnq>4MUA>c_KLB()?0UnR)khdoGto&hZ}cIp7hWi3N%e#7F<;%$alE!ku#|-RMYMal(6F(6^Ubbx zicjT;rq1I-D_lPQmJ?D_eBz^yF14~p)72yy{wGY=g;!_#2qO2e>$C8SV`(xrnSIl)Je=z+q!x#;5NkntI z1kw`}*1|4M;zZWC-7ZMD5dw2P^4@iJ5hw3r2CJ5epuVYb8*!*P$bE9Wm#vClCmyoJ zg>Z4wjSwEDsf+N4;G{x!Qk2aDTdsGHmA$%$Re$6KOCS8H)p~ZWrH`GDdNbeZjGAYq z@BN2WerSS)KJ<yPJ5!pSR}yQW2xK5qY}lB!Xt!ZUvRbDkuZCpkCRZ4gybg|7DEbde?dP- zP#e7ueJo>K+-QF0bF;1XgynYQ+(RyePJ;lITO;D*g5O*VF#Zp>Aj&W(p9dX6kRL~Y zPU7_mBtfTBe41uE#er8SJ@y~L7G`2%I zK3YVT`PE&ItH$obLknz6_3pw;~v zjXrsCxx03&LH=d%cRNzrZ=>Z?C_q&<0748qREJT>_9&u7U}uYx>LZEIB|gb};Awnx zBd1y92!{RQmx~%h$K3Ojk>6bJ&b3}^<0+6mjt=g1o}BQMBtZVhCsTb?8ov6o4R%+~ z_xAV_=HM+Nsd_$xNf++1?w}KQWd#_vU$os39>1$=1mi}AQkok^Mo~${rzG(isIE84 zDFdYnu=pk7--yimoVjkwhvM(k*9*tg(TzvRCcU}e97d*)>O45d<@f{-BEaw+sksDK zD#MBrwjWFyNC*O7qaKSGD6T-qK$74G7%Ia@(9dYad#S-|>zSqZj)ixaWML08Pmch@ zXp+_ad0nATe8^x@lGZzXNF>2iEpKr#iTI_ucHAmc})NQ9=-WY#a5xh9pz|2Xiq zo$PV3*Tm0PsY}oKrLI9CMPQeRd}_Ky z(e#q|JooQs=34ESmRUrYcY>CwSltP#i&F<;g>sc;9ROA7pLBA ze;Oh>3dQ8vf#^8mqv`I7stHZJf>KxO{0l-d z^6u&KOzt;7{5kP4d_K#}&R?*}g6GicK5J#(1E0*^@lI^o&1*|nX~r=1*7hFh&A#Fz)yIcQT~d5bM|@OH3(WEHiH~HmiV=;i zY!n00NPs+FUsvx=x~u50LeUAr!5)O6D~QRpe@XqDT~y;PD^>mPc1bm&y1o)`%3YsrF%LdxHM+lP4F*oOmUwcSy!16G z%nO-HyvXW2^R=ZvxxmWb_l6@ok?mNRA9&Xx{K2;^42S?#gcOy1c)XQ)WW1Gq=xwX; z&_t{B_$0gde!iyXG^-tPh=9M65$g{&>OD+i6aO| zEP>vr|nOwS)zOYjOxt z4qU5oqn8vS{wc2g0whoh7Lp12OlI1BAT$z0P*QLTp1IWL$o_hkYncs5$~fKwFD|mg ze=N7!42;d3;*p-lQw~9T3doNm^Jj@qU>duK!CB&Sa^ll5m)Ts)f3=4R5NyBjXS*39 zUvmVcb0Deg%*=`%>>*~*5)-Np`Wh257|cAiVT&L&3msxc(0WezVAYWxV%U7fkMKx- zRaBcONJ%6K{}K2;BcI8!C^pqqu}MUarZVvSayC<6+C>k&Yvl-qEdSs{M>5Mj@uro3 z{4Fd0=-XEDk$0^U8^Vh1-eaTvo;&K}$^^PVr~mr&$LzD4C7Ej`1Qz0P+(Qd!zj&_9i<&;a2-=;_Y@mYw87c?y>XI?HlySt1z z6XJ6YZSabT~AMTzqch`id)Eicp3T~Q*>T_D+6V9MgJU+*w<1=@bt&~ti zd}MA8j%;>P;v?60Q7bz&I!aDrZ%)dJZf0*yUS5p&EXe)Ajjqu63O!bGvxtw(&2v`d znG~N_KUhslGJgmZA1OeK zXtDRaZ_)R?Yf<-;CM@y;*{S%*n^x{IE?6$qitQBT{)v@sN6Kl>S#)|Wx7a}oF{`l% z3|~gR52Gz0DMG@?0%9|AktL1b<~{=QGJNGfA!)=aKJOuA)M^%+;;8oI8cQ9$mTAh% zEa~}$5T9JTVeV0v-=mp3XNgZyV)6g&iqHRA;={-TcHBPkxe62Y{R z@;B;$ujria7)T2AwJLX=Reb(mSA4d(P|gmkh)7uatF_BHWRFvBy79y9l$szt{ZY*a zuHk;|V>ORgV>Vvp5XChfJ!FMN4P9o@!+6a7T!;iw+~=!`_!khNs8I_o;>r0I{?q~s zrwJzP*{>~v&2$u&h)6zH?b($OpP6i!842?E$84e}Sw&Q}itXRAN+i<5h zHqt_9JMS3w*helUyEdDMXzUb`49Jdnl6V#JnH1J1Y`%5$gQW19<&PAbhnhh4YFFd4X}!I zJZo%*MqNbF!tSd+fr^jjd?^4~;)WC-5ufvd>*lrX^mOjpeJDQP9>e2v@=_P1=N$Qd zV*8M11rMi~Q&);uB63wsL%gH$GTw%hvw{`8jCn?2^*6a5X`N z1;oc!d;*EjEAOwOpC1y%A1jdf_=c!J;uB1OQaNO^iV&ajHE*=4Z8}~Ey_eS_?qOg>^PrYWNCPKGR7=N z(Rs&RbkPrfVA1zag!CZ!0;xaY?f4v@4}qNrJ5Y*&_=L5eV&xzH(5m((ew;T%%)qZL z4&o!y6FbU7N%E8AlpS`&Pp&G46c&s>L$#+?L)g|>brzJAvCA#_B}QpXSYy}c9C7(P zO}~Kne9FR4X~~&k^)Zm-T@?JL{1ZGrQhm-UKL6E#k8J|goeqt;lpk!zSl4>^I5R~@yo7-G1dV@9vA*r!%H#E*dhjX^C6K!Q@wL6Y$F zN~`|DYD<0|Wr%WG>OXwqv&w3}$B^8DGFNfMM`JtADn4fwpQ5>Anp^hIr7p6mFt9(d z;y3HCHj)5aQkRA~ohmlJe zRkYNiMnQr`ErRr;4Dqv~Ksd?%p<@VH1 zv1LTjP!pQXOf@PPiHuCD{q$^WKo@f6bC4l6^$kZ6vw|lmuETh%`p7>l{K4lf*j2`Y0M03+2u7W#q@&mR8^`}y&B@f)OM*p zC_YMS_DfwNJ{oxyNPJ{&zN_O?xoh|Qi^ON?zP9gu{_O;Ed~&7uoJpxGI4bjabVBn( z(Q%m@N>_~gXvFAo9e?=)b8`s9rwTbf)W+NoQmM-)J~A)Kf1_VqCTGc2A@uzF?d`ReDwb)Pe6Z^K;q-(Y+#P5Ng1XYv8A;@#I{q!S~2SmddCJ zwWinL0pzMwS-~uk!FjE|L!|`~mzYs6G+*y=Rg4GgK4u69M^&K&}jX z_+1O-YeOEQ2Hs(cRepr&+*vvNU+jPfEkf;Cfwza9FbhH4lX?uETt)~YD$Piw{}Ba8 z7Ks!ViIS-H^eXa!R-N?uR2Gx!&#ZR4Sk~?W!Ru5B8&L=3t28oHd1?H2BY+FJ;x5ob?`|~ zRqo+ZGktO&{Uj<6_v@-pEpv#W%&XFF3~EeO){n?%mRk7O6&6leIPAq$7WpEZ0*?Az zs+<2eo08Ut7TW$3w{8SeS@717_xSid)*X}|Dhibz_Mq~YW*e5nS5@oTT>Nm0DIcRa zQ7woVvBW}#5u@@FHV8KM@pzUrH!?w`Fdo;UK_{J!ePg^u4lgXV#xE|mMlUQX!t+b4 z)(AYVs8qEH>@t%*X(npu6b*IEF?bT-d$m(nVzm-C7<}{XP=DtRHQa2wWmyN=8@F@ zn^kJl$-0mxdp|0~weM}V>nHEF%ed)gzVRJ_f-9{ij9Q&m>6j;L;&4wGFvV(cvZ^yL zs|IS0kOnEzNw1C6SaU2Mo&us%oh~gODV*peeoiv1S%fEz5?7ru%dFw^xtMQh8+;Vs z&O;dYP;;uNl=a~Il(~=*xlp4prbV}V*Fgr|utz?$=#HOSC5~}fbF3yrCt)ZTC_4m4 zc1E+?EkMF($^*Q4lAc8Aq4br+8|P$5=FQ|Ig$q3p)lj9XBb(M3yUJ224Wz!j!V#Zq za*kT#kC~zl@o_L0Ei}%|j%MaWAbNAWbXYR9`*hyb8aR=`uN?DHhK)4Hu56?Zl0O)2wSfOWZ*Ja#xp}8`pewQC(%hyBc8LW)ztqB>qa+6TQMoIXwI#COOe^;&Yesu->b;sf!l@L5Ju=Zj<*v$) zq4+%hw)6dzc>=|!^9NSC<3u+iDINoMiZ;=d+N8F|jaqCGLoi(97fqrgOqC05=2OS$ z>+s95P70}R)6Zs~j^(sxiC_VGtj&Mz=T;ER3o%15sE&w`Fz8ckA)i~lE)!h&t2AY? z%2lr~MttP+@re)K;ZqVHvW>?VBR&D`?CR=*^!!CF?K9ULt1@lro{X8xe{A=7?^oX~ z9olRyYR>^iQk~Z06H>KVzGiiWMAlm!5|K9H{ST+#jk&pIkcf|xn-yT_eh|b*h9!{_ z5g$*Dkp~B_4gMaPn`LZPmd|y6>uK{=?02MR@!CVSXlTcE%r~jSoZm*fN%UaXH z)BMAImN8+gRio1;Y0MHzJWDuP%d9?&emaYO>MIa~aj@POaOFRTE1wf8BxsHn1V{$T zWG==eE=)~UPv$~Rg`uaR?xb^5R(Y!~q(^E`lX2^;a>vP50rFFhi?Ras)yj{4MD3Mw z7DOnD+G`B8*H{QpJg5pw*Toy%@ndI7i|sSZYCpvdTxt#_fYTEn-h66dEPy7EmxL6l zK&0{}s=*?X#v)Rk!KpRyLZrX-tzA9mSRwIoA$Icm6es{^6(34P7`}zTN$vkPC_bkm zJ}$uUKP5g40j)QEn>C%e6$AAKyZXzGcK?ze?JLdOc6wd-Aa3fA&10p0o$9pgkT*prJd3ha* z4?Z8%%e2=~I$v91)!xXpx*u+JM91$|b8YC9xI}sylRu=98)rg#^fhOR&;O&u2V$-= z*QrWfH?e8xL=;1(rTHj6KiL!Wj@vCC{YX0ha!Oqo^M_zXfb0k{!%=U5ygNb^Wh{Aj zA|Vk%gu(==8u*B!!!d3&U(3chlJ`Lv_vTR6n~>+1SqLOPlr<{mWjsUNt80#1V^ITU zxQ3W2kI}XI2*4W%dLIsB%) z|5UCEA4wM*Bq(hhpBs~7jp;&bls(D*QtLjuBI$SB|7ETKfiN5YBt zLrB8qCr+mLEILV!547i;Idkm1>A8C^nf1-V=ua2yYDu0?=PPdMG5N2R8hy)nE!WO| zx~?t_Db=hl4JnO^&zLZ6_Tsh>s>cbBU4B7FC6hv_Kn)jVO9(%WimMk zi^q_xP{Bk^YtOXWP21X+i!d;++)pa=VOzZZ2w6R(I8*YPi~2KvEst|ifz~j`OT_29 z-|fY>7uhADO`X3-9->0T;`@oA4b3S_jFp$KC?4soCavm8ZLCbjomRe0S9_dx#M>ur zv#Te6Z&!S@+gf0(%$%^<>fi&YPD!c;?)K^hNZ}$(WRye_&iNE%y;QohYEWAhs*`%@ z7%-1@tVW&HZxPpH_c1r@+UzuIQin}{G1nTuw!tcQ``F5N`q0Wg@qr^im7jq8@VE*H zc^m@tm;h@BdM>yl#Hi~eEA!ZRi|+TS)gGHeiE5^$Ft{{v^mOKU&2ZD(HNicJ$NE^a zy^^1vMl$pl7}Ta0L-psr#O!%$q`ffHYQ8wjYP~euYK@y?wO^fY_1;=Rsf!Z8Orq|l+EgA(TQ02JL%C2%(1KO7zm}{fiHVx?r^Wn9;>ubSjW_5Wj>?loBJruUF z;~mKa%8O|^ZJ%9+0;P8L3hljicD2ijG}1S^Lj)gG&G1cJ|@4vkxQpLv7J&XCJ0^b}(pXQ9FCjAEfw@y~MeY;!__5#LenL z`EhE`RPuWY;1gZX-*YmLk9+7!}Wno)?FAD)oeoRXkYi?x3kC4&K}dBn1De!m}}=+$#!<-a%D{UKVRyq-01_WM8?cT z?ccU^HehY07Y!+G%6U_?#_8JGn_!?pHZqt=#zyz;@MlenKcdWIW2q|rku1#=g@`}3D< zwCU1ibWybz7)vC)G_x2|U&JfQeYhs5F^()AkopQ8T>s$lYg8a!pKEEa&FA^KR`+#G z&O<)83mzc~<*|3HH0wzD4j))KqB<1UQKtR7R;mLn?j7H@i#n3kQ-CtvKCn`#KH8`! zq41=Z50;7JCic6$fY^Bs6_y;4_1WE%@76*`=9S7=q%Z{S1?_yZ#*Tn3+r zPiW%h`R7-vo!7SGNayic`0e4gi+po)fa0Sv*B1;bow;~d#i`5prA?Z%_4b*|_7AV! z^xj$Lmv68=D*4)@9%o+wXhquknM!!9=^KKfDDkRnHf+?)>>T=}SG zHs;k?HgEMoa(eLetln=+zB^`0YF@PA5Jx;ed`_6R>X5A`b@jRNbM4|PjR-Gf8oMJt zt)22C^~Wbc!FYQFDNJFYLh`j3scy51S9G)XERgq2+i$Jj!EC8g*9YA2|FO<>T-Ans z*G0Lh194G#DvcAWOc4X%knK9!%{OG@S9z&~rPpV1WPi z-M1b!!TTP51~=etTiMY7b*X5eqlk}gjxxh~r2%%yB%AvAJX%EE&4U|6g97;ZF8`OKCkDrz_xz8h7%QiTwN%0pfXm z&Sm+~avd^ow$*=oo3-$Bd?0@rpF@67I@~5lugAUTi; zCGyudSQ-2!%IgV5fjCu;PcWVnp%NvSiY16oGurBPe-KVZd~_daGS$oR5%I|+=S$>A z=fpo>{xR^pm3-_rYS)p~vNv-M}*T>rHPZ4jIH zet1@gFlHiq69aZPGNiNsJv0k30Gf>`bY(#4${;8H><%=Ay$HNtwlVd6I|F)| zW!Hz?CnY)Gv0%SNU?PrTt&%x9hBYb@LvjQgiU=$lLSzA=NOO+CccYA~D7-wbl!cVwVs^dg>C4@#7%)Dd_ltxowNVc$~D^HN%oPSQ)YI*l}8kxI( z&++lO+kc^}YaaoIJ1eMzON2-0PnkHf%s ztADK=dFcs_-q6H&mo^=BDGAa_llD@igJYVYFg3}q6jL{^TzHM#)QlG6_w4`0BR)-= z-8#N}l{y3%wjjsn(tMPi6E0Yg@ITGd3egLI@VJm55g*8kXLR<6&z+BqaQ>Z7zS?YG zF5YcRH~xgmLyGg-1C9`h@CZ384%#~2++*LEXQe_jT^TKuJOGdI_~ge^fPCUp1;r;a z=_;#8WXvVQYgc`|#}S`KudcUrPIN6;Y#mNy+Ed7Od@Kd1 zHWz~+!Xx4%i0C-7gWN7Zk7}MGI%%9>9i;{dNzZe!V5F=y{u^sXX|3f)bg#UClt@6J zCa_oM!qWd)8`dn;;{SG#F9;)Bn%c=BV#%1v;t8(0e%dA*fF~oHi(J#w`|mzZlzG0J zY1Eg$jhk)6g4c(Iun#x=GePzqBGz{^6Q%%J-xG)iyzlkqcbz3Z9{D*-e9oNoh%o)1 zB0fI(5%G~CBJ$IJ8^b>#KAL&t6Q5@IGtLs9v&5$);qgB{6XJ8*m)i=7&wzD@iV>fF zn<3)Niwi_w6xTpx@v)EIJDDvPfGomBPe*)uZiQIwWX>I;!0q#Y#4p5LF4ilVq~lOr z5}se^Ae)9mKv`IXB#HG(N=*%>1=M(9mCJ*RV@P&2)*z7?p9o3W5y=sf5d{RTO(!Ef z{&TMKK}fFtj~FJxi}=(Shxz%*nRaQ`Wcv%mM`bQ`b)B5}U}cFT9Xb}?z*??$_7I5A zU&__Ud!Wlx5FZ=AbQ6ltmV$Qn0OF%zr871kC_8cXmZZsZw_ZPW@t)C7^m%O-gVVQ_ z4Q+NTJg&_jDx(DwpP~V(MZ~94T!Z}J_>8=A5vjS&+T1q&;4jwp*l#F4f4{TK8>Pxs zTNRUd`TojL&GRcpwkjk(QhvnV3W*P0UV+4?LUePhR{wVUeEv?GJbSZEn)Mxq=0jxm z{OGW3%BtP3KxS2jn2uNKC*R%YTCf z9{W=E5CWgm#9u)J@ie%!JGTC zBai^;aUcQGOim zhd=^vcTE2y@uAN1*x}^9> z{h7FMXNC8sZ>s+J!rg!S?CZTR*J*y=k}_e<_rgJbgO?l+B@6J+h))$1pUN@y^TQJx z=s zpS9Osdu@l#UgF0g5{W6w70w>=bF&&~pNdiTam%8rcMbD8tH-|6=fEnbvE)2qY~=^y zX7}}!Cz7>y8@bi{$~mtNeG2wDPt<-M{V3QUeK*=q2}3swpRZoVa(MI)o*v7Fk6`qv zyqP_fo>C_G5 z|MLRap-#{~*M7~&!{Z2qX?n9SiawWseL9I*Sl6;osi*DUZu+(B0dO@p>$W9_nUcX) znZQ)qdpCn!F8kc>mRs?!?UW7l>=sTzAcotSj#`dh!H^cN+HFFvCXwjJ5&|__DW(9OEWy zxV|UM(iWN@`9(r2!b5 z3yK25^M6td-Z+h8Cd(c5rsOEvkTh16m-3jr7B}agdVUZ3V9(7W)vaXEPW-NL2vUrU z@H))Y^{p)1_ta5=upEL{Onh(c!TNPy>m{HQoVos0iOm-G~0toTy1D1G*n_o+e=e^no|o-B>} zFG7xZqKV;G1*bSZcgJL~cKRsY#|uStlSEstk%SZ#y~g(7Ymr}Jw_`3krz=IbHTckT z_bztizQogwcjU9~DkawQn`oN$d+f|T_+uxs3 zw^)L@E35t+(R%1DcD|B5>A_%JtHDi)9n&Vpj+JHm;gtxO{4{dN$FhunAF?AFli_|R zskVXnr5kCG`XVGG%W@%+45VzN8v7gi`XoVZuR-FmwEf}~c=P}{LRZZulv_=0Lr|0- zEss}0c7SDlirj6()5{{eOm;|l$!4~PxY+81Eo$Slv2qKEQq!KQ{Mz(&zGM{2O8+f0 zuZDF?Uc*38^xRu^*>!=_!mjCgUxysj7bQ(Q54o<;&sve`k@SG`eD%jYH>EH6F?!&t z_J_H>*~brzhw{6sEs39Fb2F(kanOfH{e{Hj+TPL*!Dyc7;^F-_`h((E)-SzmES}za zCQF#+d0$Q&-b!ra>(#U$Bx+HMO{|l=dNz*sCEqzZrC|voTBGQQhz^TrOr&?rQZQJZ zu4rBQ0re?cIP$TqUcS^USw3mEuvW;|;ab2^;BT7J((QpUH~*EOUmYrnp%`F|hANtK z86nj6(+E_Sg=h7$u7vd{8r+ijyDCr2LY#df8qrFDs;-yw`alr(3lidDe~p*V1QUlK=6KyTjVRTZ{Fd zn7msD74K$y#}g)f>{)tvcvEN4lYT4=#72b;`iZJ4NBpC3`znDne+!$OQflfF^dq z!$uXDNlq6oAbf6z++m~fkfC9;OL`ZZ)0vSWtn#9CoxQkJ#Ah$0N`(sIdpig!qDfmq zj_7P=>Dl%^_pbUpmDAg4Qkt1el!?|(6969Z10wL>0hoU=myUXFY z`F|-##t#kk#=LuhH!kglrtu-olAH9mVKcL}-*COrR@9f{=Zu%+ABLAUTj%?>o%Cz9 zaM^&S6n z1Z0l21;(U>{FzGnl(A0Oo!6b`%nYfEJ?>m0E_mNAo$IJYqKl1NAjKkE@Gd%-pZSLl z9=~#86#aFufr{@6#+~Hp$@xl0GOh`~-v|`b9fBwQaVZ9>5O#BzDG*YyjIA2-Ks^6v z2y&iPDZev1N~Q5(KQQ#2-M?6JSY}&orGbHuWy0!s&iZ@__b8mRJMWc&LGcMnqU<2r zMMqIy~~CE_z1GIgnA8x^*!`PbeCv^= zh8M8AuO#3F+lv>r<+>Vt|I~)ZQX1v|(f=&+|B1QDvpG*Va7O+;oxeUpyyZod^Y+US zEXCHKFB{c4GtqAzm2Q2%Z|5!{!k{xJ(ra102sImt&sd1-$2oBTDu18|P}yLe@$NlO ztl7j)Ms}>>4wbXpw85g!A|+1T>vu}B%F!mvYbCfjzpA94KK*6zVJauQO5+1v^xK>3 zhwbLG7s7I{wN+P-uTqfeU2jX4$AB)CE>V+{xgT$2ilL z5Ru8wYRSjtQ{{v&i=!f~2@tW@CzDQ-u*62kNbk|{&;yAhZfS27+*xL9i2Sv3IDDN- z+h$)Zzbd)7cYZq!y7)y`Mv24PiWojnDd!@j(9_i{MmVV?ylgJH6O_Yz&i`3mNZaS% zz6I!Ydhfui2$8uN&i2q+V##=>!cUiSeck&$3w}R{dwo|QKbU!~EIUTb*htA8oA!(@ zbX8WJg+EOKs3=>~W5k`Lz43=C9k2dYfHm&Uro}iPSDF9uBrk4$^_Zoz-;zF$QIt2! zn9b)d05Q6y1OwCFMt!){Qd`B2EuyXojNYRs=tJZb`-J&F%39xu_ePUSC})Vg%*1>X zW3_1kH=ZM$bEhgEw69Gk;ioB{U)qv1i^T(zYwywFASk^6H1_WG;TfT|`eRG96N&{3;Uu&45|LFe0YGR>7M@7niAbKmL&gY!A?k=T1y>j4 zE_~eSkrICJmJaZK_OKr%hz}-8r;cG3ka8Tu*ZhG=leg{D?=a$n zAw)Pu?@yylnU=&pg>j&FHgBJVR}?UZd5(RhYI}+(^~?>FJ&6qn9!QCmM$6004wg@m<58v;S9 z>z(k<5hik$^*~1ktth0Jo^b0EaktU{+ZtQ^Rl`PeNim5t})c)zF6qg1IY6WpcUrrC++5?jR_v zfo*v?W4>5?tFXY>cxwoX;#32Y8P?-$g9mEvRn$%?*W|`fxw=undyXETrOfONZZc0$ zY3?F>3|W>oMqZW;D&C0BjgM17p_DZIeo-OLsszN$K7X*}G;1nH6~n9TZ`zK}1T8Wm zjj&}lk~Ag3%*gA$XeIs3GTP%pN}4@m#nw?;SUV@Wk+v70(+XFnwm+cE3|}Ld9}STw z%`BUd0Qc0}qlOk=Nq~Xn$!Ziej6T5391*;^?MmVgf#%!atzL;;i_Gm${_YJ`2+3>~ z$9FM#`3DwLN=STP`}G@D$x|tYtcmqb{??kQ)2d4vJQ(kgEq%;y8Q=En9$MJ$&P<92 zS+yj7jCq&O0lD-D;X5j|(i(!^V=U)p-XTtT?@xNBnD7u&@ZJj%_kJaxUltg@X+aOp zLqcF;@B^|L)wU`qQV`ul?qfe+)@#`pA8sNT{_u8g%11pB`@v985*#}*+IbSo%#Rs9 zp3^V<-j$n6mZOS{W^KvP>escl>x@3wYFu$$mLXu&=>aJK5^m9kpiXovLiG`kCQv~5 z6TLH(h@43u5Qf3&BHv-W0sW)}M6~lO`WUqmK><93iguwYmYeVQ0{j!-987fZDwDEn z?=zN}J8%%`+aQj|y&&${vb~mC;rqy!R5WY4gR^+F%7nxhK+xrt;5HI*m0xhB;Zw>5 zKkGYUNOHlV{a^+$)1sb5AwN@FLY|-R)INo{56`}yd7@@{ya zy$%0Cw(|JRUY!pm(Nan&1ddM6%uf^mrwx`z1d~%Xk1dQK>WRxt&}aR!&LMTw`tL;; z!3_pTwT4O+qeLx3gp>vnaFRySK1bEkQ$hW{E(U3wCI!FElJBw`uFap9`R&Kf(DrL& zMa=dH@d7luSyxkx(wM@fW#)FqLDjLef4yVx5#f5D;Wg$x(|%tY*%m4w$#2%v8{-Y> zyO}e+qnt%)H<03@f~Y?It^6>EO3CbvZRNaJs1xX2E3O?`X`fH4eUs{P-J8^jNS10s z4#8mFE|E5)jetxFiPgEs+Ama5a@LItZ==hvu!G`Vk?qY>-QNl7FYBS6B0*s|k*1>= zF5KSZ7n?^$Yw#7G$(5YZlBMvRaDNg2^|LrnOlD3R$c;IS<9^-LH|_FxQOx6@)|Ipw zgTsl9$L*)Xv*9V!-J+KSjhOivmgTVjaWWo~`(L$<)`b`Cc#_z6T8J9);( zmK3bMhzTZ^wjoJm{GAB;?}4oaa@-PvbB?hN1<4RrYjm=GbNXgwV;Ju32^1^WpReLDc z2U`Q;lC=EF1$NfI6y{}Y) z-a8%661K#s9PMpU#`(8rvvJ=8^SiZ+#c)JDRuq>Hc?q5^BbMAZm#qKLq#eP3Mmguf z8-Uz0LLn=d361j&DegNzTkT$#q`yx&toMvd@h46dQ^mdD$?V6cmU=ACuJ@OWXiGUC2&9O4-Arb)@u-uhx$tEYkHv;^ zNhe-10p(&A!n!8&(ZpC8MKe_iXljEO-UnBqCKg{R?r!U>mPpwx5T;7z2eRx3=5V7g z7U#=U-ct6U9is<-#VRU80f(N6u8A4S(^E3;2*Se9@rszL9ObUiD#?R^} zrv9LVypB1E$uReoe?u@o{;iK&XaI#_tDgXRO9FUNvY#Hh@9CbnuZz5Xx=FJm-4mAP zH(XcCyht5nk&@dMn$W^Bar%n?OL)dN+~+3v&Rk_?fZ%1_7kFLwPk#nT`%Qc`^A0RG z5uiM~_NmbyiyKQ8FNzPm9TpENlBsNhwmp`%1h{=FN^jm2)k*klS4Fvj^{< z#Za*L`{R;%rw5hCrPIh!C638d%@=8|p8J6mE&Fa3lIJqtN6^FJ9^BRqLh@OcQ$ncP zuC@HH^-UyjXRkzrVCXMoDNVr*1;|L15kR; zZE%@rYxAzPr{%hg=WXEQIK6d?yxXj35>>6C2;``u z*B4u}H$?N&T2Yf1RadvH80D>~wr%Kx0ej|5sDk>yr6&4O{#shZtoap*Ue-S~v;JO)-ft-IYl)lGP}NjU+x9}tv+o7_+pSYMMhm}hZveTcbX=wF z6@^Ni=F>bb?{^S3dhOfRlzds~^OQ>s-0ApNpc=787KwCAL~T0*9mV^gW$GQbzPmeG z_+-Xa=ih0URvJ4tG;sgn5D#B(>wKTlg_x!vI`~(4PNUKeY>zyREeI0y^u2FhFZw{C161`2kiWfa^DoqlQ)WqXV z%@7Rf#EX&{LD5L?5)F}`Nu|mX4(glj)2i(+`O4?CPaey{FaxhF&5TgOZQIbDtvyAp zeEev{3~6__nSbiT(sDHt?YXi%-)WtvbgV{erNB{RZ$*Rk;;m-e(hn{y11%;|?jKuN z+u}C&{j@G3jE8sfIFX)DfiQ}5pVxa{HK44k8iq{a8DKhBBOe(z9)$&;N+8=$iOwuG zWI6V{X#Kq=r;E$pt`fz%QP){X7Qcp>R)VG)d3>Gfnly|FxEM&s0AV3nh*9ixrJUU9 zdity90Ql+bXWP@iMM?-!^>&e$B17$=mC_6s=|KmoPHdL}*8Y>C`2?3Yuu z_mZctg~dD37g0GpmGgt%?kud%g&O*p?6tNodt|dXe9@gL60TwJcDB*I#J2uC`ta&x zvMJck+uq6>wH!NP*E}dp-5>L`*Uj%5zqu+ckJwpc1rmHiP3$Y6Iq=QSs^hDPu$q_*t?@=wKj_l`j z_E&UDz0ra1ST`5zBJw-t+|vAhxd@I?g$g{Zr;Cu{fjCOiFBv|#&7q=m=s%9wGCSv` z3g54Gu~l7U2~-*P5-#)&8tMTiYoHZY9}c`wZsS-!x{ROqJcZ{QC8XbYzn!p2TRBf5 zgp|yz%^MbHJpEC(WvRl*4{k(;tdk%Jo0wnPN1!k|pVT)n%JGI~f30JD(u9Q}#o2xbcI3%v2%5L)k-M-^b5CYw5Ks@;v|X-6+jW*~Zf3UV9oP z*ap?z`~LWOHZlM}eNrQoy)(A7-YHDcQlGzOVe?rW@G?&B!xskuF@Y0ARYBeO+E$G_ zgiZ#qH;+PxlkQbq6z_rHlQz;ucQf}UQkollywDDD>X6(N=H$^|2g(FVpJ_~Je$d#P zA!k`80|5fEAHUPl46nvAC)#igA_>|l{61?H=X}1urteHEJ2;8{t^tYfTFD7pxUc~k9--VgU96V4lY+74m*0fT-tzxbTbH9z>oPFl zUq2J7=NA8kW%0uWZYp0JhXb?;$IQh5L1$b2+^>o-VCl-1udoKcWYpCLJG@l{z1SHK zgz7(;w8KU$QTUr-y4ByXc);UafmfPg-s=3gs5_4fwY{-pC|4lV_&Ke6nP_~LAkx2f zbUm$M@sRcPgWzE?i{I#OocM@Ojk%HWz%3|M$OFEjFy%nR6422UNj>xb)fKH!RhPx z24qluTVg^3@R5L(?df=KXt+yP6wCNRKdzzAyGI99R`72D@P(3*<7ySoi|-KRap+$b zd+U&y5z=2<)t_v?ZAU;cK+dinZHugU^~Suf-5mPi9Tv8@8*ot$psL@MC#_NP!uDmSBI@@0I-&3{44I&z|cN<7-UdKLH*F?T`l`knzNxH>&Yb(PwHSUV* zyHl?=>GgM&;_F?X$=@bw2fX0O6|2-V|I40T z5f9c0?V2!C(EiCvzBSRuR{_3x896%Kdev_Gp;vKo9JX&~pNp|SdZrU}504#ydNg+B zw7Tk^0CmWnswfW+Hmgt{al2V3>;5Lxk43Faeb#cKP2b`NLq49BkCa|}aMDXaqe3kC zlk6<7R`Eg!@t)wPZ^@)R4%=KeZ;n0cH)@ux?h`MQu;KG$Ni`oom8`7I=&{^eArf@3 zBTWnh@Pu-{o$Tm1PETDX>HWKSkjk>OEgjBedSuI>*Vr#g#b*atn0J%y_(cyKv6OO# z;lV}Vrv65uKW6Q|TR${h_+qbIy?yT|Y&qbt(&u_PqSCB5v!0P4O(c$ATQyr-k(Ih^ z+Yxe8=IJV_^HDd{_42B3dpJ<=32rq%Mf*HK3H#5sV|ZA{@jBOR64FI>P^?WfWOcNC z)+VO7_nOm438RE(Yjhqk??KB#6m*tQY8t4PEl%JYi`nn75ojuA??she#a>Y0dO2rG za(LkAq11{-q(3*g8IEW5la-YWE7J0e3%Ohzj0K=Cl8j&5rbU_Fl;7uUoUesunhu7= zC^;4kK0|khepE8hU+hE#3;}qY`Xf|2KT|)1@UM4XajV<^#K-rYqaL6tSsynD_b`_) zi9$a4NpRPU%?omZbLaCclwDnf{+-C!0HDolv@q>Gmi@G> z-A|!qNm43a>wBT0gW3eRgg0WZgM^BQHZA^6+cYD=KrDJOX=pufVoGf zX1N<+6mi3Fd8OT`phn#*U13jRO&M?NM@O#x#0k*tgE8!D&S*1##&w9gV^B6K(`-{$ zv`!lX|K?0pwAQ<;^&pHO%Dry2!S<_=&G_wNcUSHSO^*s;N}{R^*h7AJO|HL!HJ)Qhllpn7%o;{yF0X#PF>Vo`t1dKVrrQLu&27`)Q9z=*9Z?*LO zu;Ymvpb?VY+l!p?+XT8Vb4n=2tVCQ5*A;!H&-_pGmdwle$R{}M?-%5rDxb9Bnm zuXpc64aHnaw7Wod!UbrKrR=NO4=K`;h+4w zcPW*H#)r;dW$CRu_b(@AMZGp~1WRDpg_|JLcy>oR4Bgez4xH zObQ&NAoi3R@ol_T8HR6-5xWDMCBqN ziNBJ&Dp8F=>#{>%w_^XWGl0P&Y4d2NpEb&1ioHMit6mN9;Hkr%8$6>Ws|J`Qbu^Oc z@K+SYAhz(rJ5424N=jvtO#L!7tN(TsGmO7mw1Mn}>t#dNdNcX9;GM(-qH}Re0_=3+ z&rVv(zE!k!;*i`Z=MGtdpPr=DtILn-H1?U+yt0p|XN|xBv5P=xAXu{&aET7<-ro== z+anuH(3z90uMe_?$M!cd_)g?uj2bl~JY|0H8nIXI?Z`#j<2yEoz(zXIwE8o^R;2NQ z4h8o6JtsUHyq6X?9!JROB1u_}8c0_C0bmT!N)0i1AyRjxC|HSjG#o}R#ZIzBC*4au z>t)37$d9_Sq^5__5BraTTrI{wPUXJ$N67xSBr4W3ZqALqrhP_mQ)wvE3Np+WQo(W^pnPGHv{ca1ur;?ozW8BZ}D3ciE(5;2Oa_teo_1D@fyU^g^M&l7i0FDJDKi-SSpt!CqSLv2l?ciGO2i3{oI?Ne-( zdTyErAlF;zJPMf_TVgP|OH>->bj>HjoOstXTJ^l%!-9gG1nciR#&ArhNVWj2THD>W z$52K*P;PouADXBR_P#w#B=o&oht1qIWbHqSExz5zsLOvkpQiiJ-6V053~UL~prpNt z#5-p?%OY|@mOBFEwKQ=eeGx(*zw_kw^Brf#F=Ayt0Dc+gVENE^+G0R15$}a@!4Qmh zJLGykSq>e7@^bB!ny95ZloAJyIy@^BbQYe41tL!WFVn>r7XObEeSUYB(jMB_&{O;v z?=!s(xTtJM!Uny09sUE*7Odsz`L#N~(*XOM$&%MOqWyP+TPi)d73I*GTpun}`T^eINl`OG%oKmLPfV^fT9+N_=SZyrYg)O#YaQtuG5VsT za|>~CaiK)EiAqVe64lf)`LMP1;z-?*9s$Z&Mtb-Badsjo z-HW27C6zpG|2m;6qszG8$Z)OUgAMDyJyQ^j36_YpWU3I=%ASh%T*M~v| zxdK)HwJDlIGq+C@qe(*+|@jQBnEJbM2Ex5HitfOWS*+wnQ%U)DMt3Kz{x zz|}Wr*movuQh&4hQ#2;=gVXG3GVQ5xnV*MycDAM+s2*o_x$ie zC1n5-D`+K;poge%x^Z!H2~-MC)~&eebopz?FL&)B%H ztI^r&%K%L!gYN}OTrLGU++e)Ay2QnKkAm=a%Yz1rj`hi@&k0+n;~{?>y#av$d>$n} zlyiWS<<~Bwm-bWcH(vmtsrv{VR%yM!9Nr_U?FL3FpkugLIH7q@o=-hdA}|D~_gsg# znfGMbr;Xk}mC5D2OwQ-ya=rX-;?r@^ zXWr{qIENRer?&Q->f$6Z>W(h3>~GXT{;wv!j{7V6nnUQJr2AAuRJ`Ht@*%d9@jFh$ zTGpp{=IS?AudFesoxM+Dsg(>;PR7MrI3tLq{_c@R8-HkAo-mq1)seUp2!Y*G2$Mvd zrZB+ySa$fRgI)^TCy=@_OeoO)$ZYcbvn<43)j$8 z^4-L*WOU^04HZCF7_aQa-mA!doy*t`yf84hp#ypMgeDZx__PtPJ&Y78q+B@A*-OoT zZHZ^xbN@@ED2neMJ1>H~qy)oI50T-B==<)TOx}>^GgK{kYQci0dw6O-XF9 zRzud}n7%{-zf!32^zvcWe$jqog~%B;4`Ak`3d@oN(jdor_{N@iLVIT$f1cLU^w(>C zu%lUbH5^+OhsohyRZjpN0_hl@-i&ZhPvn84?T!Km9~6ScX+pS$YnkbuBn@XM`V0d; zsHkjDsj`bWF${!39EmtUo*O)|TY4flkgo_D_k2^gV~Mc90cMe+YF8j3Dn`lhDWtAV zr|=B1$)(7t<>K}vt0YSMa#gmUD!|qdpi_l91e6^GQGs!IZ(Kno8+WwaXw->;+WtFEsIRCk# z_EG}O`X()}gp8tsNm&E}Km9hmZhC*9yLUR|wL#Y!8q&Gl5n|zEcyLbk=}GKWC&S#v zY(>6~?I!=MTlLf?KmMs~Y}=UA$_vDaPK4>#SENfh+xtOH$UOK7;j&N2+plD0=cux_ zX!JS-=C=dG?sNZ8$t?8(VbqA1#y=5mh?AegB~v{ZeqXBUYu(+f{yNV zt)KU${b1%zafkCOKV-e9lxoDH7 z{wTg^+nh}5Wq+QSDy41G?(!Em@aPAGZ6nSTN!4~W^eG-(^OG1Tn83mLV}w2;R|%~R+)zM* zyM2Ga%ZoZ0D4_8-L``ZDg#7{ER6m$OM@=ew$~?mUWPa@dDj!C$QX5)5zvAb~SaihO z)yHCKYm>m4zIuA4uqck6LH{jcGsw!jR)#CusWiq62YaqDH&g{ri}aSHNB>@K_0vV$)g&T*C=!P!UG zdj);yn$P^Q1$@Q!&4Vc3mGNfHNN1t3W>IBV_<-qc<7k&WjXs)1;noq({z|l0~!O_8(nP&J>W`45YZ*L=t_Le$}=jLrxqsE=S-n5)& z?YF&fVB0+Zs`DjI_-{9`-DN<(ViLR)gAwHGKBy+f+F2 z>A5tBmZeEZM-QL`4OTmKKyfGIAqTrsY)Qw1AE8VCB2*?14_>c3{nY5myWg^iJ87?b z7EwwzV`1htG(0TT8=;~OXRQQtnM3Lbbf^9k6SDN1wpmrxhBBQ|sLonTJICdCuYL~P z_e+6C$L#JJ`F19z%^&R7L+U@uqNOjio`Q0fL5Y_?691y4{0Mha2L=WXWHkM?FFhTH zL#DJ?-hvwnV-;X_hX$S8B6W(-+{y`ycC2VsZPwrXn;~6a^YXiNAN(yVc{ddZ)yY+~ z@UDtbF-4Z|3F&j9Rdxkd*@{}UAkOfDoDz_kSuhq_wJ);UlC6> z+S~ii5Ez#_-ghL(=~9gc-a?wT41H;xGAHgm)ly9@){`zSSJ94(ob)rn=9iR{4aozE zIseXJFWGRc?>ldsUB}Se{gcN1!MTKIGAopo;?CY&Q0twS{;OgjDazx`z5Nz_yIQNt z{&xZRJ`k_9G78xFWX#lPW|+HTA!GZmm}zV1F1L8mcKuhDLO&3R-(F*#E;gt(hGpF} z_(Bp7ls3)Qp4ap*fYDT z=5VdGFxdc3zLPuZfBE6aG3;N3V|z58;zt)tWI-qlZ$2X)A+t?wVPlmseKTbVS-=3( zd@PP{_$bFr1K7~g;?2-oyr*Pd@cY^ z*+jqz_xRVHQsL_O$O2rH#v-j8N5cYu)Af)#$@1Wt`{mD8<&^{@jry8~coSyrEeFaK z4cIPu>W*;Q?szA_2b0HR+0&ofKBsE9J|JKvq2#kW+qm4Sg<&GE>*?%%2bJ}w5|ofXD&3#V^^pPr$ceP1uw2e#pZZ#nY2MsFe~(#(HL}j z1k7kJL~?i*OCHldpII$suLr!g3*620#Y0X~YuBx$tI~r|&o+o=-CK(uVEF$Oo zo+rJ(_rv&rPof0_cV@lSV``vxRGr-~1#vG~O*S^OFJm1;^mdlp#JLB1Ny!Gvqp;#^ z+P~@ow1)=>@hVqWJ1b&5_GiC^JMep}Kno4sd{IuC`{yx?Qe1Z4sK3;yGWj;}GfBR{ zqZQ8p;Bu<+`W4kgHn#hr*LcrEw?|R~b@4&2>*deg?QfU;{JIgYm)Du8%_&sd8sjWg zh;V@L9VUC_+q)k?-FpwFLYjeJHk=C&rX!jZ*4!o|$mj`ZpN%aYt)8G+u&X;dBes>)mR zmZ;I0WC+J~yy%v>mOFJiaqKZWn?_B>dvm`dHll56LBv%n2zIBU{ zW^_0&M=Vv#I(PKLV|U_9!oSz2>jQg|AaBXDjL@EvDgolT^_>Inu{i;W&Vg4&Z5@2s zLj~Jmum93odvr8r9MeRU(WgjV<=`#K1eShsu}1{?o2J&9!nyhe*qp6s-PN*`Y~ zbdJMbjC^F0RZw?vVT;p>n|LOHS+%Gxwss6N%q3s6H{B-E)Xk_P$2V5pC98wbt+A9x z7ckqO;i0DRS2QriF@n(Wfd3Q2Qc);;P3k%M<8n3@9qO_c3*uRf`X!NYkY}hws#;22 zu5hm3pcT|xG5WL9dw#_e=@71xaa-e~bcVr1fe67((}94%Tv1fen%zrQoZF7U zm;fpz+ASc=VZZNYm&EMxId{Ga0&4&h21UGzs@@QEWfYClW9@LgqpR?=AaO~q3t4&! z&L;O;Voqkt=)#S%(}!T~^W5C&oA+^ZpA~y(%}O(7&|82^3{*r z2T5RnflgqS(Rq;ZEwjf^cjN$$Br%xb;KU(({w>gfKDd`1*o)x>iQky1T0~Dg)xiT$ za!-j0VPWJNJpZ-gq*nI&6kJ&gjlkUHP!;yeQ|03Y8bzXCt%QWC5Gh##yMvPpJj=m)vh(+`?HaFa{SKd zAJRYj^QXibM>NJ6oZW^cyy6U{6R~DdABXd)wokKefA#NnFWaLaZ{IE%>0^juIb(pi zQL2X(SY$Xm4jya_B;+HA*Nf91sUsiasMofG`M9w2C`b6-FVgJHbK7S6^qg>r|3kI9$= zhKHh#SYw`b5O9b*5U0r%BsUwS#yNehRzD8o7cSii07eD!i#hW%9BeXHTMk6j2~EdU zhqqBvU`PN=cdVYOMF!ZEIx>nNM?~P(8%#KN@kuFN0PI->Edg)O=wRpi#B}n1EeeZ1JG?Kp#KsX zxf9ViGWeHqldxebI9}_^LMmEHuJFwNhch8%->|+vLoGqzrjgHp++QuMD|0A%v}rpq zz&kUJ?Hew&(F-dpS%oCcvPuo2#3F8?!M)_YX%CGL{5~^D%lJ{P5uBsvNgpsqr}ykT z_MU2YCQgfOS9xTn_+8std!DCHE`c9EcX1KCk#M@~Eh)>cINp5v%S`OnWc7q_J?*F7 z#u5jFBtPa3~Zch0Zx!6a?u~R_nNr`%ir2RD%iv^;Amdj_h<)w6; z`lCtP2k8QZr7yWdFNhgzZRZ5ZeK zPTM0coG&Wi3n0j0aFvGp!!u8j>#Quai$cqJ9JuAG=os-7RUW4_SMaIEUm<_9VCM%& zGp|jN%SGt5ttKrRL}CDO!T-xA-&Z9x&_Fi)K699Psa^);l)S9ron0Akc5|^T1haht zV%D?vO2jA;KOFsZ8(>fTAE*WVLYZ~@8e%x{YmuaxD&PiUd|H;CF+i|t+xXl!O2&*L{}}@ zv(ni&Cs08eJI#^i<>O%d?HQwtiP_||uCCu!erOv3_ysLRK1R_&b|BPRK^y^0VryjqfCqJ~>TGfFigb zoKxk#LQ|>8LH&VPrKJT$TP+ozLqqLb@GDLGy1kd9asHO!!1!QX#{d7k00>@HoiWT~ zp@_d69{ew9XjxFgeTm9^4k{Y83T=}C&gm<_N}W-@1=%;3^fN+rZleZgP0 z!9|82YCkUyEs-4NGuGEe*=N26&7IfP!tdw}?|%8tpA|j9p-$d$durbBwf)xnV{v~- zpr!Um(;ms@HjQ#u~(e)2-dk&WS9vQWXnXkx;q8s7Sgmxa=C-UyC-5&xWUpr~{A-8|iDJ$#JL-@9R z`-{SMRATTXq?l#Et9VMO44bWNqf1{-LN6xSK$&afFDBOXKT7wwbuW~W%yqHRY6A?b zX6r{qDTu$*?p~5bW)P&HV}v*)H<3S}Yia4|3>e+z5qDbi3JNvZ7T8ax+|%6l-Os9z zB@&!|M(Qt^YPG)?x8~^J;3}4{+Y={wC;$5++}r7^Q%Kq>6um-okh3d)D-OfR0hLiD zJbM1o?_u)Tj6*Cz*V>r5AM^_2a)kXAImUAvuOR>~7M^#AO+OF9ZbiDMr8hq>nD{z3 zZ=KxPYx$E6#@OJ#I5La?fI`&IjEuMd$&Ak(iBOFNhj42rs)V&p5(}0wTzfy)Z!1QD zfuEq_qN$~p@qF3(J+yBWn-tTBobTV7kX`MbR4n|jX<(V5@>|&>H<9i>dyQ zYBNy(^&FNK2Zr1G^4C#Ey|Bp4r^jPCJhpf+llPC2t@&?daOF-~Te)2{3^F?%=x^uQ zafm;x^<)k&MUdD8qYgS>>gO!juKZ(9r{3H|{F}%Id+7+QK36Tu;eW zmSxn7YB4D{7^n#{K`J`{K*Q+V?uKpYXA5v#5O(Ey7BDzTi)ICrK{j`U!uJixP zGXGLd3g+|*U~MCaBcP0i-|=B4XEIX{v4#?}ACRWSN1ZJKM4-FYmfC7sh%ScJOW}^_ zY%rgww|S$dfeocoy9T}QLS`vTH0+1)j2E)Y;bk1k`mddYN8g$t?Hg+5#^U^ZQ(FkY z4FieB%q)NF`G5G)ydd^)+T%*9!%oylYF6ixcAv06}@Shu(!23W#1C zn3v^FO>F`u7#Kr-wrqrAvY;;G6f(LXH$}EKF{&Ux*o0vwXO2pJDc`oW5k2jZaG|RW zo%h8p+duuYSLW8=2B_n9f6DRPhOV6V2P31GF|Wy{kkAW)X=JsBmjg+=3(`K^B?f1k zSb>!4t*AZkl|IM7+5?G=tQe|E1Er5%n-T4+C?*+WRON%U2h3C9dD!#!9ECa+99x*J zfvXZ98#(&v%DerzCj8^cW0OA160Q`ID377PSc2Nh?Cdz{p>8{;Cj*S{bi_XZQc81q z>2npDooyjdvdJ&FyPE#<{=&11GFviptccr!)JP^He#DC!rxoO0rk1r<2?A%Zs@zW}ZUqLH~ z8c^5%?y^ps`a5iXZLYc0aD`RTY8gkq3g=&ZdS|H9mwxUfV?_FbZVGwI%-abE?ac>g z3a^(O6>X%3KwlUvF;=-VJy6w~w3HzvuCJVq%YS1NXezpHCHtYw$v#``edb;bnm3F3 z(fiC$V5yB8nAu9(4c$IBjZx-#RIws^s}p3x_@(Oipt+-?!$e2X+!Fq260s>bXJL6= z?EUT!%$FkW9x`;v_flFkey`XHXPcr-tvF28SxzhOfqPkjS$^&(ExIfs1BzTV&=n3S z7+Z+?YDwSL5a8wRh;XyZk%*ln?zzoE1X?Q$8gLl^@0(V^0=e8f)*{v$m&x}b7;;aG zGp0uVF~tbb3=1x}d*T|p$ieo0sJJlFaLV`-A&k;ZyK_D>&4@pXYaW1wU)n@XE_Kh* z9%BhyWpxzXbFf_WH3Lgal+Q8Uy)hBEF?nzh51yL5u0Sn0#GS+G7GSBALL)zEnPuXD zh;mmu;G0aQhCosBVP1*T!|Lw70=+4%|20kR=N$PzJpGA2GM+&chd;=Pe{g;YKubP- z_Mu~~dy5Emsh$SDo$1 z`m&y=uLawXglFU%+`u=igS04-b9>yOP72QB9$Q?n7LKfz#|)QE>H?!13%Q7vg93d% zTgWd!~Lll(+A%6b}mJ|)P5YV26Y3ZH7iX1G=3mQJAxC{RMjW_dW^3~z%+wyDD z_<*|*V}s79#&<6WhjMU7I=@aPz$!1EEw_{Yz#&1yqeb;;X6y|nEVGtob~t6h**Opc zf5>t)by4NsQUrB;M)lZFA438G-nA&*xm zH7*t&;&gOT35I7uhZN9t9wazjh*~^5c^z3SO2}P0fQ#Y9e1YO-G{0PGClA@)PQ-(v zjmYla8XWkcBG4yjqpFu*O7es8-Ft%^*v`(_T&>cs9vryv&4re*060Vsc+pvGsMq%i zPP)@$6MWFbovB>iIcAH|w`D^t&q$V>ERx2YERy%4_5_!@;b8{M!xRJ-CwsG53ZWK$ z@1+id-!(NPlirX0%k#`idfKYE@E0^NQ$?7r(u%VHq= zBaYqx{T1*3*cY9k`(VIsT2J@doFTPwhU&|8qi_I+Fj!-jf`f4Y}2#gE9Ja@^#rUhgC$tMs4zGMqwqxgf0D5&H86_C%C$}T z4@Gjm`D5|xU5mZ@t)l~@Th_le2UYt3U4@u&UC~B7G*XRG1I={)ltlrhLUV*;;*5`{yr?9F707{!N8&zz4l@`d@h>$+Ow=(qN(%GPdov*-4Dw|2*aw z>L48l^z-UksjrBN2~@r(gV8?uv{h&Vcagq4bUF^GdoX|Ul16dGdFOOmzDk-2aY=JyWPE)meK z1l2*O9?%_k5^kPsDhU6YRZ>l*CktPIu3<7>$kR2F!+GZ($w`zFRmKs)OAx;O+w4xw zb6sz){N~}h3_-#4Z#Z)uQK-OJRXmC6LR0f5TPUR#>UH%u2YMOa>R|^q*vK;9kj1-` zU`tO9a0b0%L;q+Wq~%0ng8J;%Gre=ZGpEh-3t8Xccnuk|Jxmgw(gr5r3MUIJR|Qw2 zW&D~>5Y>=F8lLyWDV{J2BH-SCU_3YCe??D@ds)BK(5c^#iwyok4r0;U7Ip$k+JgoP z8~;Fj$$Kn);u4U_m2NgroQ6}$f!E#()O57NVS)_VEJQzs>|-XE`GxRD;+L28uydCJq2PD@uKPt_`}X+!|4@7 z7)1ub>BX@o?eYBHQM6(6EVFIerf*Fw1rz)8<$vK}5NmpeX=YqaU(^lgv0!&a{%vuL zJKX^hafpfl+=L}s;goc1H+a&2@vexU^AS*xKdDVpi1tjoA(iE%(VgV4!}AQhw9I5pqdw9r4RlGw^O;2_*P3*D`?}h-cZ0*YpDIWP z@n3-snj9Sgn(`P6`QRUD0j8Mt)UDBrE~J0{e3MI0TDrdGr+rg)_VjqIM6`<%wjken zS#=tjw&w(}kg4>x25|#hal+q61O~!=k4qnZPBYT*xX_^LWKcy84x0o&lHRLt2U>?o z%U>bHa{g?1%F`9&$7QuuUeeOWYAVvwQ>GtB6hFu78#t>t|5TlJdNQTiSW5@(MN0)s z2k}l_g&yy0-$lG=pJ-E+K6e$)FPx1qnX25Aw5y-oZv#kMPq9biD?X&xg z0Eyg?qg;?PQP+^rF9mXSTZ3U}41PRlpnpttJ|$L^mpw~7@uPEQppeqr$HR`H-XiD= zKTNvCQ0p<{AYR2X-ezW&&ZYY^v^8G6-3yz=2Z6jhd_xktPb;I}+jsuHr-@yqnL-{s zxOz&;FJPL0`IE|tD_AMi;+o%Q{hWAnQ7WqGu3GX3FYn;V*Yll^V0x>vCOI|wBNt53SNMW%BVQgeAF2k1fLT7ni@4Aj?PlI*`Ro$miplPa zEk_iRg0ouXq(K9mR-hxzNhpdR0!CvGdk`|I!OwPoQvdwXet~lY+0gU+KMK>m(>$#3 zHcTWDAwD!;8-Nxt$AW49mcC1z)$e5qrQ`4E)E0;<*sO$ zs#HGKJG;5YH3qP=@XVPkh$G|4_w`#;!*u2i+VQZDXGA-maiVcA(1`mN4G1l+`gE6N z>iQ%i{#jKFfGy$~19arb{y}YwV@<6=tl?)9e%H^Wl7H!-mxK*S!ME_QJE)J8Pz0Ah zMBoL^%##Z?3pcF1>k|p4d!mrXB-5!1Uq0&mo(v9Xcww4n6ir4IAiAcGI|MeC_kx;z zZE&j?$se<=Az(N!wDUNyLpwwh7tV#|8_P`ehZgfWF zi80zJU5^Kx^?0(U9v`yWwKPfsS^a8;50g257?Aa_DovMNRwIJ2Hh6a_CVzK%iRP1=V=>}A4>$3E^Q&sKvHFZH(G zwHI+gp-0tQ12h6K*N+oPAVABh>mJ;3#2Ig94$1C&Len12$=nXBryhXt|CX@;Y)S({ z1XmUE5R0Jl(I+`-i^0TL|4hXQwjD_)G=BS?a<5xpzJ_f|;^%S@2^35N9U#FEu#Egg z4c)h7BI!a|aJ*$eaCcIE89fLve+*vHpek~>-eE^yehmo@!FBz%R$W6W1lgB&uH2<-BjoPD@e-Wr3SxIvxww@E zWEftwklCM*;&K5}*_KzRF)+!0$e)fA)6YI6+wc`2J-$hI{$@8`762R@#QqVy7JV`g z@IVeXjLoI8JiL>c`46x=69TxBzM^1YLS0q*{}{J_bc!R7 z#sf4^Z_D`_{7Y(8u0^$F-!Q-5_>?dMLN-od3a72JGvGytSqVeBe0U@8vkC*?N zjT_nZf80qVTK3*6Jg1r05 zbI1HHH5x2m$`ui*4KBg<+>+DAVWF~m5GiW8qT%@z8y_feU8T(iLfqL{Zd{~Yzy#pr zz`!qOKke|u?;M~!-`-(g#7yMiOS zXd-b3D`s;rBei)pv$@B=)a^<&On`On+Ik1)VQGuMs_4$9uGVS@l(9ahQq$?bwbDl1 z<{P&%$(7F)zHr0AED@0C{NdFpR4X{0M3A}v4;h04uvoxNT;-pynXpU?LE+_!@$ zVo0E$2!gD#@fS$K$?gU~XogdP_w-#W)@*#(k3yif2go7YHd|a4(9$->O8ia`Sh~2;H!0$NfA)gFCip7T^Ih&A(6G=k zc3mW=%2mk~ISfi96o}wYqjxYz;RJ( z^XlvBw7F^{k~5KF zlQ0Ut&%59(#6Qg2Y6aDC!c%I6uVL^DyOyj?E7P*lI_L4Dp<84w@(zP)p)SF%4c8H{zf3~_(L=Y z00E=%X0lWuAy`>3$9nw*%DSzGs~vDQQ2?&ByEpZ)F`H4|zh;|6GbBb3u#$2e*`Z@Y z9ge1pF{dC$2-%d>cdfrzd!PSoKImNC%l{vq&JpwVLwh$13SY*+u|zZZ^=@l?y{~Vjk(YB9V?LgD1n(r~1!c z$l+k=-jDmbx-sl*+c)16u>vFwM#Ow0^|GvO;x6>scz;j7)dV}69q*Lr%oXoeS*zXxdoTY zoNXEAuQlqbVYEBntr(vT9?9~LW1VGm%;065TSelDmml{&UQSX>c>72$uFVX(BFeUD zM{uKjk#%*|#N4anI`${?pOskJVn1}>-8mH|vVz&&Id%R?y|b+l%fNeUXZvzw*j2u{ zNoZARKjxIAvZyU3+hj_1q;I%$XS>{E5(bOf@!d}cI86TeXK`M!skMoi0P3CTo5})a zqD@{^TVCF4A8ejwCZPBh!N;N{vLBnTTRmXs#C@uygKDMV-+nOfA}zhe0YHV%wRX0v zp%(wDi7pXaI;ih4m%TMqO%>jflHHzK2FSz5Jf)krwr7{01o7NU0mMXNJu@#op&DG) ze2brbkNJN0cEjI-{?N=DNK5;fN-fHWvHNd54#7uiPs-OJoY^z&eh()6_>2VuK7X}r z9&=y_!$ic79sc@i@jtk$x>Uv^`0fIp~}fl6amY!{4f>$izGh~!T? z7VrrbM~V-}Xw>Z;H4A8P6#1b?xef{>(}wmjcvI_qgQeZ3=rU zKW5b@!`@&R{mT3g)}ph6)kGGSIcK*PT&_7&9?#zQ~Y(IJnSRQ;p~ZmQ=P z$JmG895)JG_qWoaNX z7H6O01$T3W9@yElvD`nX+T`7R3e4l|v3r?BFLv|{)~9)$Dhr0Zu3Rc8Nl$sDF$TaI zL?LUU%0LC}zJng<0H#bfxj+0U%Q{6UOl;D?j5e-~BX_&2*4j=y&v4Ek0C|Vt(UAy# zH^D>5!=-3G;y*p|H${!}i8%qbg%XV$u#9SAx=60C>kLT4xJI8z0BsE)b%v z;EwLML?=;O;(H-bw%RiNL1h>S(Foc=*)bf8 zp@sTh+w{H_^~_9D&N&btL*3B;+~|vn_4n(eQnQze^KBbb?xl9Us=nV$^Fk#KR~|53 zw`3WA{&3>0&-UUl!Fhi^SwpFA=}lTpocX@(%%Q-7Y+svy=*sy_TUm?4W32N1H>e9K z73(2_s8PVJPJ195MhTj)#0LEe-?O`Inb`XB#@a*R-(n;K)@vXBGO3qRLxPCiLQjs- z!s1SDi}yr%FbhETjFb+lVqXta9mNqpN6aboWq^{Wvt*a0cwW6b z&l3FxWn|GK0oR$X?!1Nbq~ICA=*wBJwT&ch*HAiAtkwF4XoW&&p2)u=qV-fwn-OMr zM+eYRK%w)YfJ}l0nDP0e9zIMU^MqEMCVFL=;*YhbHJWtxvkG+>W5Q~O+BJuUsUV7! ze02>MorK7)zqmlYx~~+G8yCjGv^K!7CfGezaL{+L93FAy!6V7;||=l%Jr zFu#;Xw-jkYOf9q+P)qH&A@^yq1WQLEID{gHsM>jT0@uzX zkj7gD_fxFAY}drrxqI1ZyBJS##KaOFq^a=<5h#i^sG9^A?Au3evqJam*!8!~7PINv zI<@H-va8j-Yk4w4OwJDqC54>bTRMm?tSAq{M|pLO3LWMHch*fk{H3EPnGP#TLeco2 zsGmdi6-tj%4j6IycBM2m2QO^RAjU+{37CBci%x58I<^3w;2ovDHN1`@U0cBO{U4a5 zR#$ZZAhtK@OlQd%YI>&21WWB-QoG8yNlR8G-zhuR@@y;0&H;w&2fFB5sDCi?h-eJ*vw5CXu6vRh#~OdUnWH=h&$5VR>I z7rGzNUi?qcRZQh2+ipq>_A@JChmz$7rL`T0K>Y6RvFbmwDk}T%n=5sg^BaFW=O&en z6^m+WdH2Ae3!_mpCC^<%UJP&5p17hvgnQUj(l;*w$>UDx3NY2$Z-Um$? zWd9Ov)j{&`LN^%ZBnu94ALzHV)6wIQ1zQccGqw1=XITQ~!oLgtAOr4NsrHr&U>6PN z(7FZ4bk6so0}sHlyT}k-e?Twf{({?--(A}N1qITiFsAQqJsFn0CZ<~-)P+0x9==A1 zHUDZuqaDR#(^G!XHP+1r;~0pfdfVyn=RF+mX7Z$k0o{`h0Ryq(8O6fi8#|ozYl$Th znUXM7m*Jvjc2#RAbZK%ZMq924ZuhuFb^8D_o29f3Cz&n?fUvMXbdH0ok=$bFY8IBu z2o#u9oD<~IlgVP$wZvKnLGWl6AP(H`=x#5HZ(th5PengW!*m2$_`m+c1H8YmfxzR1 zKdRaMQSz}WJ?yKBQT;&3emN91ZNG^m`%Gjp>?M(-v>^C;EuJ#xi=QsXsk2~DrLp?e zGzz2nt6ON=(7h;aR;+dpf9>N1SUUb*{hN_X6P+=b@5(5E0@!a}$$UOm5s+;ckAAZa zEJq;u*%yVUeYKC*oAu6;X79WEQO9K$8%za#%Gc#Jq4@E|J_32rEksF8JfZKb&p!lb z%$%%NzN7{JnUSpq-#ck^Km8SnPqrZBXBYgVJDM;9;(SR39C7EZ2u^O)(9%Bz)0L!u zoqG;*Uw5T#GQ*QKOl8&?couxcN@f`FNww(Ca}t)vN$#B_(Uf&b{?`)u3(E^-=<{`( zBEWse2V%XoMtL4&^W!>N7Mx`AY?QMZV;gA1R1?eA~wiA5uR zv4SsZ=ax7tCbrSBl6v9AT|z_Fnxas|_BQipqI!gLLkSx)D3WDytlwe7Zn2Gv3Jv5;wZc~E-f%>euYMIdA{woiZu=s*h13vg!0 zcW-DvvrvHc3oQloXl3NPO9DxWjJNNwf!55ex|T$C8ztp}pa}lNTXTf#9!l}%$7ko{ zO;dq@1wE_AH}+wjH`9y4j_8FOK@SYn)>kCCzOZ+LsdtOZ5`u@cZr#Dg=cN)vwcDc= z6u#l{bV=K z`|>&&;28!6g#HT~zBo`wF&jj{jBD+CdQro6?a^5C^jWD&-x`%LIIku)SUBax>5P%44LO$7 z@c8U=QPVWVS#%1=Ho3P?HZk_owOr5y6Qc@Xk!FzMkmYC{F;U+mRD@r((Qo7F(iKdM z6mm`yQr}6MBT%d-$9qWs{?J_X@E(#RE=3$%!AlO=%aC6q%e9y^p~{oXHQW2!H7O+SvB_>Z~-lFhL{w`olY@G0y_$ zxYlHUE!k7scHwN+jh%^{SCQ_*zR)H*IU+UjkiZ~HJc|3}gt1YND(M3+P+aC8a z(LYs^)NYx6cBjHuuebH`rN@?p_F&sZECCd&D4Y=}>nB&fU^y4e#W%^rTzPPEZx%>g zEwVJS^YVY*%H~r`hSu9FTT0_OR8V8JmuF;?8&E&)BP4nM&RrNms`T#xXWVz$o|srF zc%N=#he*Hp`;LS++LM&E!LTc7m`%vHGG1Ql$rw@%)IhL|cT8~0%N9MS zr5@eJTXFB`^lz)3Etc(1T=1GLyA9bHdvMblH5Qt-c;;UAiKjTaQ0{dV^jppDdSoa{ zlEpn{o$x$q*!Av16azw(dZV|5+&4xtyOm)S8FcBXe0J}s{-n=(^sYmPQ9CSIL3+4Y zN*2$@lW}vI>eKk+&HD1Sgi+*+qNKB*z;#t;-L2hw>)m%MwbUk!V&djUmf6s!2eQQm zaitHIZ;5WX%l`SD|F#5iX4u!5K8Ca~_IfGBncXTfifk@L^2|d&#u+GSWh>B*RgD7n^-n42iBSGaBp7(Ls6Vg(DcUkMUMNHs9rgL zHfyl@F~{%k)!(oBzJb;9+l7>VQWw+g<#^K7zMypc;zIS*VXbx3`}n&2%%Z5;BGEO~ z`xtHjqMf(W>UCQ-01nB(UP@YT3b^6WXU0}iLBgBulG(Di`*;rgLv5R2yAx3hCW(1ua7phdaq9^o&!yBRwc^>tI=44R2 zSFD92MyJ$!i1`uTqSrzf;pwB3QkJxzZ$m7`am(7T^gi=VK5+2=eUvAj_|i@%LEpRd?N&z7eQF9kWnH>Bh0mYG29TlZLzML~2(;UM@9jX95Jk1p zk0aFcj|iZqAJrhmD@yO;aTS==@@ot~2iK{bDOFgL9D#GGJ8>1LL8(8^)^T4yu4Shq zqXB8Z6~$N~L)RqNvnN$yvulOYsom?iLmyokc}E#`^xr9ONXv^y_we|JD?k==t!Rjo z<$Ln0pR?X4q4K#)Qa1lZYxcSNeVUP^#F_hc5sZn4Xpvk}Dh(ZlMWs>eFoYcI-gj_0 zm)Eg^3dB^wyTv$9k8lIyDy!F$$MhOC_Wd5XrRZHi1DJf#qwEcO>dV?|^t-wkeqKCf z3Qnpo>y1HNOo)d*!yF};aiS7}d|G=TdUB7_epXq;pG}b|O++jFOGO*y1LN*^js* zQX3zRN4%~rMwt-BKdmCL1$@&VZr@d=#}EF6N5i)6tk;`+1KYV2 zxKVRUZQ~Nf$}oa?(L>zxb?+V(EM;T|_beBTn-}~6abGE%eKs6Fms89=1xtCVD5DUP z4@Po0j0nHaAbuMW$Selh$zT@vW>)Po&8@JBH0pnMIu~$#UuOp138hCC$KEZp`3~*5 zEHqmDO+=gMD?-5!qGB&wT8iBx3GodIhuuk6&u=&Z~aVfCT2qrI8 zNAPgI^~5Z7ZXE`?=2p9i;!jGfoDaKz*sXUM^-)(pVex^~r0Srzwt7M@PH05DD(>f9 z!G}~VG7T0_^H@zdsZZRZf?pFXicq>Zk*ag5>&V7`z{H(s9yCs`H0p>CxQM|Lg%wUT zB0IR>qx`W---*!#kcVPaI_*RTR4`4eSWS4*kXA4-9_lIBPr>*#D}tG^>k*FW%0g;r zSs@&<(2`VUQa|ToS|BsN`R(lZ+zZ6FV(gM=;NGVzejT4p^;m{54*C%*5&PfE$gB!R zkuW)s2jf8l;=w#%f4_Af{3Z%RIm?Z~-Nn&Vg7aW^G{~7#e9L~1J>tC-Nr%^UE_!uo zK(gpTMZItbOl1Pb!x(r6bE?ITY%bMc>1xi>%VcMKjUiV=`!?E;xonwsD~Ab3*_O9s z48VTJ{;qiYm_2tDDEhvYRdp=E4}NAaaRmH{AH&puboT)Qu+IaAqOrfPp6c3gfc^6M zhz$%@>bV6QDn6MUU73e(Xvsr-I~Ki09sb+%f5&0vUi}ek>b9uIP^l1@Es&b<8VHm` z_xj)(koZXf9!%qtMK6XJ9YQMDrknQX6IgQj-{?TX!ZI8T(o85!2t15>W9MEi(tu=| ziMM=i7Y`L_V8R`~<=n>BIiwl}j8Gk;=o|_bhv_oCf3|4t8!Q=-8K)7nU)>}Rd3f)A z^SH^!Rk;^aWqs;I zth>1k8Qbag**$Ab)UbLUM35;h$nW}4cG%ljE9?JrnLc7KbYc-Wao?TRhed?#i$t<# zH#Q$~A652Xc?}qpZ+&mS#^kFF29C3A0!#VK$g*3fImvhHjqEnQ6w3W=tJGbTG>Z11 zRA3r6oaxGp2}+)DO9p+n=RF@t?}>)0Ot!c|J|@Z2Rmmr+$r;L)SPC0gP4U6FN!w`vn8 ze~wgIJY6Md9aZjfS3=Tr;r3a)LYy9~~+L%3BvKRN+5-D@QbS+e76K=693q zI9F{59og@jXKeBHx+)GSea}+HsbCZXAv_h)AIwk@m!LB^dZ}rXBn9^2 z$BUxdZ)TGMzmTw?Im{|v8iQbb13ZqXH<}iT53w6Dqv%F`R#2f2-brf0-h=0gMc;mS z9~+W9edu!U5%71F6rP>{`Pgv>avUwk<8+^(LvV2XIK~0&_g$v;b^9o013Rm*fj!Cr zuEDeKC%m}b$0J7zKDWc!e#+b1QOLT#*l=$p%hPZaVCn!nUgXN^cCQ6)VjGl19(oQQ z17GqdVbblX&%~*mxp8~kj3hZuYS>lcs;hc^Xs#0UEPiY)?IGvi3lx4mYRm? zyWOb(!cFXQG4@}^DQt$H(~e8Jv;;w3#|yr@4I4f%O(R+wFp>n9T@ z8G%B46ZO-uzQtVwka~T|(h_wd_gv=)mNdS-)CXb?L5^S=6UkXYjS4=H4y|38DAcOn zTH*dXozxoMwHJ?mitzH^?Xe?{K@5bFW2_ttGq42Ei?+!gyD$}&tv&k3-ZU@>u9C>c zLfuC!9bK46TxSO1EisHkQfoI5413f_8RuepiYQ}ruK9^DOk{=VYeGz3*n(UJ)*e?0 zh^##{HkH7FFyTgGdKOYA63SogW;sprP4#`lb@Q zObycj+1g!A$3V@ifY|=y6X6W;yRpBunyy3!3~8n87>$U#r)^x)g|jE2Qn66m0Wu(< zdc^2hJX#bX*qzv-Uecp8V2IVx;d`XKxFiR0m`lEMO=n;rD!g49ix7cbaM!;KEq!i~ z#tjB@7}k@Q3y5F_dXw*nw|pm0g;k+fB6YC#FXDvRYR>|QE`m(W-Yn`J0qX>Kt*04A zIAzoI{#A+7nRK!!VT7Gm*Z*YinF7+rFe5BfD;}DGooV+@y9b^Pl`Q82%Z3g$uGThX z34vqIJB*zps80U2r#tybT0`O^{mZN&jPtY<_HmSD;CGUJYn6hx8HK>yi(__P2^YX3 zmMX!qn=eVe9D~9tioP-vWXF+toVdt5OUHDMzo+NzxPTIMfg1& zW_plG&)Tcfh8-Yv(ZE85F(u-lM>1b_ofgNeW?ulMLQ~W7Jk<=OtjDh7Hs`^({*$yh zzcM4UYx+e!rvco&-ZjTqsDY(YV@523Rq~!K)eMX9!k6tnTUn>0{aa7X)^{yJ??zKiNJ_K6ik%Oesl2IfjNA_iIfw3-kqjvEp z$AU&4Ln^4St5pcl`%jiKJ$2#1#43HH9F-nD0ao`PI}+sbiPe zia(vY`8s(a{Z+b<^Mpep2fk?il%t_HrTvJf4P|hm@iczPLAIaCC?G{l!AADKF%J9V zS^yQ9&Da=x8qD=NX?5VGd-iy--di72Xd|C)Je2E$tcQ>~XU9wRuQi!^NOD8S?rSJAKF!*?@yVHlrMJP|u0Nt};3L<=G3`PzpHND7}O>D^|| z94#qRH&WQnCy9a@IN%8v!}rM$pg6evyr)wnZL&88J8k|$C|!VT;on~#3u}OjH}E<{H}GCVMim*p0wijoRSGYy?g#Ps&fDMv z2V0d*Xj4}0dClQ;uxj8!`dqVDBt4AB0F;*dVqM7+L(1aN(Bw_l-1ui>n{Q*2jOC=Y z=h-}`#sQ{uRo)X{m!9wAs?soi6-A`N$%#Q~F^{{C3O|^4yk~9WLAz$GBb1(b=}Ros z%^u$tgQ>{M3eq!#q#xEgrp(-qL&%2hMZ@^CzoE>xxG38{8Rg&}i8r5%%RF0LB4Y)8 zTBM&;pNU|8ulCpn!W?6AXZhN|iQO*uiDqvqvG_ zZFhpCzzSd5lnAe$UBE*)I^DXaL_#9peXw|VZB(m9#2y&h;p-hUjTqp?`l-3d-e!5l zSh-UiKj~{4gyyGXixPzZi=}gz6t!92-QNytwi|U81)ZbWjJ$PsDdf&| zVmn3NkIGxe;*!4aMkPH4NimGH#zw0CtHg(TqQ9T(R;c;d^I>k2fGxBG0VpFGMA5?O z{Z11Oe+n7NGuME8jljxJ6Qdoa@q6r|8d_z@d)D+YcUyFs1qKx&)RZjz)qMh;``;|m z$}xZ)JF>>vr2XoZGpWSv((M0a*5eD|HW$og?a)B&k|dn!|G>PSf4k=zSHROSuSvR9 zPiDxG68<=mEdrZ($k-E&|7xWZ>)P=;5r)+DTecIX*?Y}LiIymFRr! zoMZ!50J7WkRzb`YzHQN3eBqY7dM!X1^5G+6!()85sH(0Qr z4;_@xz25y&jNsuS|Cmv3g3y#(53D^~kl}X!$#qe? zSFrCS7j_YbV^kC5oN^zWcOP6)mXxmJr!i=1XlDls^Esw`rR(?W;wr9Mn-z5YNbI-8 zgjtQWV4oT_Y!IrRk$YaCXi2+%BKn*e%yz}JNQ!-l_Z#Dsdl=jju?2J{^FKbdpjOLU zqun~5gHLA&*Rfe?{{V%0+W*FeQX z_m1a8^&VJ?ogY;zco2(dSlRFY);bDe^}RMr8xb<^c)FMsFaPkIJz)$^4Ak-B$E}emYi)>x(;MP}@SIc* z5u}itbSz>>38Jp6$6+~s5hqu;GBq}OyP)VNcLB-9e19b60O|!)y+#L5Pw2c|4PS>S9 zPZ#BWF477^%HAbl%{ly+nGM6^0enM@xb^r0LHljLiH4MzKNj4S0`r`~zx&U23jVI; z-|E;-5wW3YA|={w&|T1b6g>6t+*$6?@d$-xUbde_Y63RYOvq5Q;5)fUc7LPvr|*w^ zg-q}1(*r;d0O{=W%l(SUJNK)&|Nj6sLCL;>{M3hXYtyCsDbTvTBCjZ>!8gogIk!I&cpZ zy%BOS02ZVH`=Ca?-+)1S&P$gaxzZa%{+acE!O8;*@;GY0t&^a!uq@vI79TV5(aO!V z_%N&MMz{Eo_|S}1Ve%)-Yq)sSZV6Y{haf&1KzwqFV)41hCsz8t`mQ2Aml5alPjPjT z_=F5cMFsiM#D}DZ2p;#Xitz~^|AmV4d3e=f>4zD`Kwv09^Y$QEfHVf8Gw%;%VSiE4 z569aBtvy}veMdCDu9#6YTt)X2VnOEZRHpnGC{ahjcduZH^)XDx(CKkneB@?#bw$A~ z9D!`EXpoCI#L~n=;y-cLCP|yKQJOB?Di1B&C2iIomzOr2mTs{A^ajE1i&=9Y)Hg-& zS(mYlgFW=ydrA7EuG>Qv>hD0*Th4|#Fk~T6uqU>=9Y&qTx$7^3ixqAz<*tScCEwiz zSJiyO?O{!HtUo)6&y7rcw53OvyOgy%2Jt=G-4#E3i)1dr@)dAgc|hR3F{~n}jH`AZ2M|Gfl^c1(Imh^$>*$#8Wg!qt@qR~O5oxVqx!A>_aTu7|6O#K$WLnO&jD zc}rH@gv4jDL45pECKrYHxK_scABgeM#796A|24$tH3X=Q|4zc*fY0`gZ{@*Ne@Y*8 z=8F8F^Bw@O)2Dxz;Ec8p8e1<5xZMZeI|9#T54~~z?!YTJM>n{-ntXKx>zBc23*tln zH}x%|v91fDgPfhj$7%5~TYPBkp>{|7LSu%UIA=4~E88R)vo}iS+>O$F;WnWbO4|)* z(Wx7CF$;Aqi**~wLj5#D*L7X?McuRqww2xh2Zk;nQ#}#L&ALp|(*Xlf=Bgu#^q7f{ zj$>eF?zH$IxYZKh!}4Z}@iE+6n)KwC2Ju0>3ambHb9PATXS*eC<|av=vqkDJ*d`Bt zaY)7e^aUAV9qfxbY(_uq*B~LchhF%O?LYx-qA%(%(dW;6F!r(=&d+d!N7tNFljX42 z*NZP=Nc~2BXH&;VTY>%!#D}pzBtDR@5$}+sJmS;6?}(et;!`~0bFXil^c(h`%Ie}m zrDxCQFH-uy3~qMl>KcoRJ04m;Z_w@am88$z36tu1d1CcRY5DyLc>)2GG_gLp-oO*< zPs!u!&j4rTu^-N=?Uw6~iz7Vs!%4A+miX>T%*OwV|MB#uOOmu?x5})FMnmUJHwr<( ziuf?Qivht1NalW(&4u`$=+B%nJ~wl4a}=^1W01`i1B*{AT%_?B6c`Yij7+CgMSy;j z#OWI(^Run;@Rx_>*&okJt6wiEJoEDfdFH3n*mp7y&-`#gh^N;d&%;yej-d_M#*^!h z$)jukl>e^Dkw?}bz6j*%;dQ6vVYH7&f4QtuYmKA?X6hIgA2ra!`lDmitSvm&pPd$; z8{Oh#Sb6B;GGJu2(xM#;%TFTuI4)?NFmIQn)1`|=X)_k>lqV6yPZt>bP)A_hw2u?= zz?VmXKjne1{*e2TL3aPw2Z8-^-!}#x`tFGQ_xqE;8OcB*j_=4XCH$=)#cu?&x*(Ek zL%`6Q_yi!hIU2#u+Tx?Ly3C~4-nJua55K!si;t7|I;edc%w9ADkrjpQs!>M0P;IBN46pT5CaN>G%>3-O!tQQo}W_}ZodX>lZDa4gd4X?aRqvR@i~eNyVo-ir7mkRAerofZvEd~{Z#HPNyD>?A%n zEAc^{fjg8d&yxf((=&Z3(!nt~r4^{j=f@;<@oq?>?94-os*9|TJ5+sSon+r?7g**c z32|mg=u49jE5|-Q2^P}CMQ|Bg5CgX{_a{S+qRvMf#q-tArOMmCNC09*E06zCLQKR* zlc4KKeB$O}!r&0smer++k4HeNcm*e3_6~Mt=ui zEnHo%uSNNdM1Ar*28Sast?rfd?1SjYL4u$alnCT&+#E!zH-MCUYThJcFexrl;k(X2 zKyw@hm`r5k)SZn+3Rf4?L}Ng}sAWQ}7envGu=pse4`MrL?QvRsZtiq;5+7ylfz>CL zmLKS3MbG&i*sKCWlNatZ(#bJPPJo&#XU(Y~A@!FZkp?UNl*|<*K?fvr>3)Rk-3$z9Fi2!D$4jAatp9Ru?{y`eGV2%)?W-c2_H$NcW?Z967CBt=f*Q|$bC1U0MRX6Wuzm^tsu8YNw-w)754pX}zB zR%mcDiI02L`bx)V$k-2+#plBLOAs*3m19sdgzHq+18u%NBu$a3or+E`9oCFw#H~;t zCK)Dh4Xxip^CrRA0IlOgQ7ig>HTapP{(9{2EdqvIq|_hQ8-E0zQO75A^g0AJ6IW(+ zX?D)a8~(-*%JLIAb(_>*a@5ed!L=noA3!SWD(eR;;k0BU|)zM)>CRD5l%*wnD4U#+xP1Z+xeNzNjmuvT_ z5-_BO4>fzNwS25~d|Y3eDP=lLlYpV0OQXejZqV^z2OkL?B3@e}Vws2ndOnsJ9%p$) z(ea6xjX@pfikl8=1$2BWQ>UpvbXJO><8!S7hJz4TIb;u{4^&DmBoB5&O%@_~%n<3t z_!l&QMqmFawPtTeUEL4el|R&aM6~3o;B~x*{Ft39xAVm6EaGnF&+1*%MZf@O3pf~% z0L58A0YQqvv2CS+@T4!#k<_Js06A(qW7!cYF49ND3E*sLu))}PH77}jHG?N|#Kng={v#K%z_lu@4ytsLt3M8CgDO1Ju0Jlf3=&sLv`e}_4F zIzALJ^lU#*1RWpt7b$qoL>l@ZmegKjzo;gE zoB$S4$A|Y}hSu#-@r;aVoX4aN0(~10jru{vARsszdN%}rPi>$?jvq_^RCP`FsYNNR z`{|@5(9>CT6#XFjah#KVy)p6JkJ149W$K-!qs>%({}=Ii^-BpD^SuO)UJEzZ_Ywpx zpFCLf;q-*sf6RAE!zXC`TB-XHtVkB(69P4Tu5hF_44u zn8YqWF7eC%1OY!&QQe7@%Sb5Fd~Pt3i(`%o_H{4>f*t zT*dVwK25L^xF$aAST*r6lOKD;hYGg#h>w}{aQkWn3~dn~Enpbh7wXMW)eQ$i`(b5e zAUG>q0x=i`_Q&TUDmRbZdrlNE7@7qP|Chuk5|e`{h`r?_p8!QKfb|DZmLS9cvGYzr z9Zp-3gVF%E4H85mboC%{PlnZpq$kxve3C50hi!vO)e0c)N_pI(L8WH$MGS7%#D_## zZ)@^H0mFX^@u7&JS-Cl&|8k*nGX)I)$;8K_^Xw~#j}|a2D)F&aY&H@w;MxR9;kKFZ za9gLbE5&sX^+>9kn@CTTh4fex9|~U5dPr+~5{OUY@;^YZL0F0aPF&51Bgp~TNwSch zg2abbcLT}j`-@6^f*lZ_+8-OlhZY*DEhnNcwMAsEcHiGYeC{nDm@{z0UIv| z3pUR%_yl3 zOVVQ|K57XIlXA1R_>lNexjAk&Ej{@bA8XR{Pb5Bhq=)3^Dv1x5tgvPAQCWJFE4T)W zk3oFQmOo8`FoT8#h@d-+!SeA?`89~oF-3fmVcASY{naF>cqJ^CApIonsVkA9O9GF& zoV4ngvWk-QM8XnbWF#I@Rv$yd$4JptgCGY&2O!}w!)*026Q2&NbHr@%>9YEOviQ8b zZjZ9~^n}{_-)Zr&MSLm^0Qs>&d`JjrwPI-==!#?UiNJd$xiDLNXxZV!#IODALM=Yl z#K)}MoPfGn6pN2N;$w^STuFR(TZm6VOHVW`w}fHwq16Xa#0LZh#3vEfnnd)+YVyem zr~@cVJ+1X7#G+rfO?+te$pH9?@T+0~`i=(k`+OSwhutmeb|`w4qaXJ&xVa!Emhz6 z(QtKHh!1BKBt4N>lZK?n0A{doZN*@=OvEicW@$);lO7TyO?p^r(!-JsHgP3fK%61N zglr~0)})7~ZB2UWDDq<-^o(uo>ar$2Y`g?Xj|OKl+RarISC=E=VCvSoKJ*0Ccz>gKz510RK0y@1Eh6y=etlg5 z;zLVT{AY0gB95szWXJrQ>q&gf!Og?QOuTuB5BN!id5hN@#K%8vvWI`+0)~w7(H5V< zVYpb3L>cus#YZ zWl@MvI2N0$b_Ma_LXueY52jF(9gS$1R~h4@;(Sk=Z61N6yg&Hw;N-z zGO$Q$VZ=w19}*v~4$ZZ?91$N{qs+v|daW+T_Y@Z6Ljk|Kv$m@AXlvpVgte5eC-E7< zMM$}Dty++@=)|Y-H#r4je6BC?!K%!P1k(z*$AVob4R8@x!XQ3}B@OkNL856`3oaF8 zySSu>zoV;*F+Pk@Bl%&B4=tD^@~qF1j7`H}uZd42%=^&**XfF#hiwdK_6U#O?}+%& z;?sQo<~-uVwYoZfv0ugb(Bi{IN@?+FzkZKsi;r5|@;VZq;NEbT(#>TdK0*DKsYOa{ z5uX$ccAEH*ypbH32eINEX8d-IDYu;$yM&#LmV!f%v(oFO2W8 z#Q5;M{J%!*B_@ujXGKLE$i5kLZy9k*2#SWaUBx`AMVdiO5a>*30?63Unv*t(&#6w)R}@fM2p3T#7A2`&F{ZB+t*5bJOeVtBOpzDLh9#bb#al> z;bSM=T*PPb@?SuFYPaB^t_(uQ^B4o$KB)~C7NLm`@7RGnB=LCV%bf;!KAYA5DBT z;nAfgJi2tWNU1gP$$%m%Ej|HQl=ONMA4Phsh!2CB3$yt2gcur$Pi>^&>fq+HA(fQZb*v=s*V zNrKx;S$$R-GjUCP>S4eqH1UZ-J)-L(3c;P4;Mgn8gQKzxm;#*b5uZ-bV6jDfxJap) z_!L}=ta!oABtCh7#fQWv0Px3xxU~3G8ni;R#pmxPKCvHck+N+*$+P%e3-M6_%;+9vd^cBN#3vYTE;I3Ae2*qR40JCJ*)jj- zT8R(S**yc(MX%286B3_W#w|2w#A`PZ@i{5tlD+cRnl2u-o+R?~eSKJn3H$6RW{qsxCH@!>+X*FtdV!rqWdfD@}31jKs7h5SGJwN=z$eybsUCI3HR= z6_K})o_d(*L@t1 z0`}QvFiwb8o^)7A(=cI3flJtsEJeybb@ohg4~EQjaHe>M)))6sSbVA^%bmWpr2lL0%Q>9r%*9+e2mFCGyP)=M z5T9>%NrQ!3RHbEnOyr_dur?s81hZ8QJ-aYOr6??AfEAB}H5;V{KdTM|jGWeyx~N3) zNEHrzXM+U4y+JCCT`PfbdHEydFdu7F;4_1tRZ1etARJfut)Ep~P{h<-lCk8Z^1sHz zM9(x_o>N1mJt7N$nE(peaCceFBCJ2_*$Dm78Vt%az#veh#V?i=0MT7HF49q-R;B(ay0xaqJq8Zza1Psm$oXo_a z)pRb>*?g!EYfH^d4F>&?=L!_c$x zpngjvENh8W8HBR`XHsS0Y>6EGnT*163u7TsKWgtq83}?ja`)LhjNbK^jKV^Qqp-l? z2rSMy0;`>?5({(-y?1 zJzQNKzC0)$zc~crb4WUU#{g##ptbv?&z2MND&EN;ygx2tX{=0tUXfQ4ScAkeotR4f!@TWo;OmCM@jn2d!;zL>mKO16dE#7nbP z8})8CTYTE)gP#en_Hz_eN_!_{b+!FO>b>)eG(p`=#=xA6>qti5$24oTjnAnj=zU4J zeom%nQRd{z7Gf~*GNZsG27Ok(wWlEQ(J?-Bb*X1ya(B_S#sriEke4L%!H%H&Y;&1_ z_dxI-nWnE(^>weJ+Q8D0u_mNoS)9VN18y;^wFtEXRrES zxjXoNDI3@n>FjW6RjMzZDxEzIWtvKDclX1-0v4ax+_LVWIiugO#Q5Y&%k$@@28Qtp zz-_=S#n#RFC;gB&0^APV3)15E#hPuYca;n86jrOn92eh|Egk`ljsurG0vcb&f~DdS zhzA%5f1qV4`+zEl3a^qRcL&y#es4}d3cCmhl>C)@S@xd3Am}q>13v%fvo%n8-6(aJ z?3cRBPf5+}i(u^MBn>k_A{DbhjTC4%n30SbfEh_}XAq3|j{$k&OtK#028f!|c1z%d zU&RyA^zLI_mB%-rPL}%d$BzKOGlzmM7KAzSP+y~D1ar^aBXuzotTh9JA!7qRg}N)QGi(GprGC`$`5a_tl|oqWRfzZbTpB)}ebYA;=je2rh}wK$0Dh+^k(#oqp$Owd(u;kl+CzJ^fL3+agkVI7rQa zMdAxdgn<4l;ZFS=_3R6UK$HQfSN;RO6hFXc5HRE`Xuo_Vl_zdebv~BFmvxpF4w9aE zutYe3qqfcdk9|)R+DFDhxXVA;Ew{nd<E z++EL4k*GH}%KeK@OX_sCN%Y0@|CDI9J6s!)j7d*2_Vc^6S%)QkCh8GLlD5>w&B6OI zA$B(29T0;_i9JNm0x3s7ZiXg2EO~#{pV@cBbCFN>y+uI6XQ+#IkhB2xANN@p(mz86 zB#x^$WhbmRKZ@7zuOVdkjS6xOMD}nHVto`4HbHG4y27}6JD0Qw!MIZWy^Ru$cau2t zpd`)0JD&wB5+-OI<8+^=`@vN7 zoFegY_iv<#k9$CaJmSL@UETeY#4R*lN(R-EUgO@CBUq>F7|70flyIF1G~DDj;JIZ# z%6&^ArN0zx7oBC~f|Ka*(dgmAA>t9IVn!TPW(l)JLJJ$}lIhGKiw<=lQ)R}2S171>)$B2kNa8(H>}C!Hug(}ietVI-}lyu$D7|tr3ve$#?0+1 zjhw0Ev?4L3-P(d<{aMHI6t`py5Puu91RWvFtC6s})Whst2dZ-09#s4fo>4sqP=bhf zJ}mX}0Xi@-9{y-snGgksfZ5K z`-M*}_ypxA;)ARbFJ_js`B+?GLig-EL+)z*zWBka(iF3^=xN)Oh#{>{9H_Y-k46l{ z_%xy+YG#e7xjR4z4MbvDk$Q7*3}c{X?NAm$3K(Y0-iJ&+3_Kt-{=FATQ18Wg2=0@O z**Wxk`l5ujC%E4t2?6N|>NP{E4V))c227Xe(R1ZZtTH|t)`4*cFDpyWsGX-|G~epYq7r#c`KwU?Zd zYOr|LUU*cws_3rLsEgU98Brjh_CU)ZttyTXfx(FJRJ087IA$y|D~6_iYE_wq-)y(|2b=&`Ng^|YQ1Y{~NWj7oF$eY8gu1gqSb=)8V3C@EcRmv&#{zB9 z(^fuv`zeH(ilsQ3FWMw6zuYIS*Zv`GzB?>!zk!(HY6Llh?7Z~#Ug^B%ki7E!0m<5Q zN)eo_9cQJ__LGu@c&#jun?XCy!2)zfVGsz<0K7+qy&$k4Lj95brB?a|@#(cgKx*cQ zXCDXv_L?Q$z2~EjW#^$1wk!2rB0i{Fgcq!do&%PO+u&tVW#Z3jLP0A9-v#>@T7w<6 zU4Cb7zt-E->7vCYY6g}U!F!1QXtUh%!bHT>eIgawO_lPkK0=ZKV(4DO$Z#eHj-$3*LGTG-f@`JNbC7l$lPE>+Wb`Y-a}

FqNUss@}QIr zXfB?9jX-=FDB|OZ^mR>qT)eR=dvHUQ&K^)T?Q+FRwQ}z%?~^lW>P*Acbt4iV@DW;j z=;kU3_@25bDL-yJ+{MMK-W25a|KuCi^iL3;zYNmT2qXvA9SiZHd5pxzKfHlds-7n0 zLL;Tu*!Kiuh8#nH^YJs6c;dI_ur_h%G;kWdG-w&Di5-+?Xr8`cMa_B58w*5#E z9UqV&!ne&w3f?bHMmqassKkCKK3%8Dy)V8e{;;StrzXY>WH+F3$C0#vXw}A|nzlfq zK$ySN`)Xn>DxwbFam1|OC1N@VH3o@zbS@2HNvJyJD+w8pt%yx&p z1ot-(I^Z*@I>h9xzL)51K7u{XUYYQL|(m$O_Zghl1#g*>_IH>^~!8_rltPL2)cx zTEw`W=VjDBxJ`B)m;Sqt!wqs=`tCa+z4o8NYR+e*%c1kq@yI24`KU;fACE}2`M*l& z+)Yvi{A)P@C)s0kuu548{@QwOe0M_`-{^>mn}$V{sQSY#4c z9G9e(CnVwXKcGzo%L@>Lr6IUA`unm`%TR7^ z|J@$xycQOqb^E2?mXk6R%FQG*S$ob%{{w%)jdfOr!j(A``xN%!GcaWTIfcOo&cpHp z0<`zC48#m>2voTJK#l_k&yfHS<&eSI5WrlLhoAvVL}AcU2?G2FFBNZChrEX@K}OI| z2%@FS9`0FWAx470M`C8qcIXIfv-Uu7N-jeZH*1?@f=I<-NrgMwOf=eN`zhiMMP{#d z2E5_UB78uIG|G3HDy2c5xb_?S2~1Gguhqqp4FvnAdgwRQcZ)z& z88nYcQEiYPjaul}tx+A58+)jM_2t+vY1q2Yx>zSm!@3`H^xX7!y1%nk@_q_K98}4P zXjoF}pdYP@@gxl6M(DI(q{@unq#DK%qWZMo@=y)q3{iFFMyUaE&g%UjKK3H zqOeY0Ec#b7;?O6X5reV79uh!wlHmqsj1rfZ;ljj?u)gHOvp32klU7TKI!`E9SGjqnG#ezF8@WIp8u2FH|IBb0JHfAVD4>-#*_Nl zCWlB{xEU{Y^A*RWEZB&kv&~@RzbnKogfb=wQWD4#7n;*Z2GQaoqg-q>4J3l#;*9lC ziMh%z_Y>T1h=xw^dmdLGmC_NosAEI^&H)eDHGc?cq=5`LLMj#sBvNplMDna(^N@n=)M)_x*-fw@X2Yq! z$wRYXwHvuoYGo~u>V4qC>NQ7d!m6WDqwhQ+s`r~GHE~UKvt~-IK2xQ3zmKJ6uZfcW z+H83buC57(F3Vf63cRuFl)MGJx$~sF2}{A7+fFOI12@;3aBcCJH!*;|0lc>Fj3P;+ z4xE!=2&5f+@RE!=1=9b^amiTlo5W84S>kb>379=H){3zNW>=4`ZL_P#dYj}i1p}!g zkYo}hhFoZo>(CL*W-%5i{G)$+u$ zP15eWeJY-((>Jj4e6w4+ezQlqBCfFOS3BgDueM3nPlw@(gw+RRb_g&WM3&aNv2D`LbL=IspY;*OtczU`VTIAtLq-?mKm&XYBBj?UO)6svjzfA#|Ne1Cb0{KY<`LXx@cpSlF zk}#>(eK@xhXW+LAKTFaK1IaUg5nHH_d$)&17%Q62*d&?LV6B_^Gy1>v@;JuBR`WK= zLu0e0L||jNH@LaD_%{|W-%Oys#o}WSACBXdLYseEe1dc4Wq+~Z z*y;0ztLsLK@c|zp@wp9_nesWOq{>-@;;jAoz}scqYOMybIq2e>b{>T15=oD1rA(lK zB0g^ZSn~sZLi!4WD>szD8V$s|YKn9o{Fdy2f9o_(dg3p`)rAlT*#xW4m~VDUx9pA5 zdj3Xfg@*G2nCcT4R3BQp#UUPCvRSP0K=vjf?#tdHEwG9%(R?8~fzR-H!4|m>FQ2}D z;?d=M3vii?pVI>N)Vf5i;Oz(W}5G#*4lC;l^Qqx=UQQA?cn;g5clr>1R`wBgwjhnZ|t zk7*JIHFAG##d z4(7^qVA}pmG6N<|1ENY8C}idV?8A3c_vgyT`!C95;C;Bt-raWzmZ1yM4S}{T=WmjS z(b+u$;`ay$%fqltJqW_k3?!u3z{KHxNI5vdBhcC*{sU9^f3d8D20yc1JiTI19-djb z7xlj&o?W#MZNoO6{2b>1873ZG^{0Z~egxKohp>JS2YOp*1~=+``0hcN^&O$g+N&g=XOBUQ({a5dkK_EhdVDT9VYul?o9FXw{Zk~wu z^A6TfdmHY^35RoKB4T?!-hEj<+=Hnt*68{GR=!EF0KE?j&_u-gyod4~1VX=!`tauV z3-azRk=U#$5}h?w>Y(1#>h_UDqfS{P3U!N!1nTvfDRF}r$O9j&mlqId{w!R`E!if~ z4xa*vV7qh#-Dd5TkHM1tD9HblAX5)a#F~Wd-;=5@y)PlpzoFV`?Y0xej5;7YwJfOC z;e81M=?U*NNm@)?qxuD2(=(W?v2SjPiQQx910DqdA|3;tz+~xhOwgVHA$tVZem~x$ z8GNT^w18E|9-5=?d0^@G0=R$4HZkL&nW)NIFTEo*J7DmA>0O0d?cbIvt;R_;3#z{GnpAym ztU{G%$4KSp#z;`hVG{i0a0z{Sq=Y>)NK_lF-ba5}esXLKUgLVL))x9^&7)tN1nP zDxr@Iko0aJN;KY4bjSCkdh6HFA&*z6)9!V#g}UwEkcbX%3QG<1akcTg+U?$uT5VsK zNSwFU^J699=576Y~)H%KKuC z+8y2zyLjm>iFoO4hp5qJoLGa;zFMoXQoYp}34apx=c!>=pvu#zk3em{Cp)Ow<~8*m zc|L;whwnmzpQAdxR{+tkOc0I8&J!fE%S4Il`o2VWn+k0r6s6iMp) ziPRrF%PtxW`BaiYR_phlEKLSYk!FKGmS$Pl#=fS#-cv~JI9d|g4U^Q)V_{PkS`JkRd}4?Y`g1VqZ3yaZ82YW^A{_l*Vf||z zj2-M(YGN#4Sr>g_1SWDU`OIs+fbVQTy%)Tj8m-Va@V!l-{nbJ{)TsHw7@R8~HJ%@> z+9%tnErdQbL_(e(B7QBiB)ruy@%c{=34FA-1m52j{qoCl2f|Xy`NK;CPYp>AEk0hA zjD9cVtj67;={n^^HTkXU-mum#B;r|Dtp|9 zioU5i-XV>1HSwwF+dwMf!IAj5`hhKi__+J0h<8vbQrnZIoOhIz_lZ_0=~hQddql{+ zo{@5!YhAg^FJ4M`Mo9^uI4R+qC?$|eR|45#xA`@YJKZznE|2;JaJOdz(YV*Up=jLW zl__T2fzP-3G?qL4n#moNn#!%-jTE?jmv2+K-K&u*@APRRcX>CFJG~mq9iEL8?(}FV zw|O>{TYVeLZHRc+xZSU*+~MC$?nFQs!EJlE)31r#?wxr}xW~V#5O?ET8hYQo0nPIE z>F=z|dvU#va5wJH9`5yNB=>k=fmu(y1FsC+M~2+$(?D)9p#=7G-(5JioPP_s$F;tc z^J)U$a5E|A*IY{aHUpYSDLms+_+O>*EK9?mOq4=E-Cd|Rcf(@HbCjw4Al^ToS5Px4 z;Z+~VK)pyW2<|iCc4Q(Dx8ZjhJQq;{=PrS3CT@W_w}eNUln#GTZt=qPR)U!q&+j&D zYut)=Mcjhf&#k_E_oz=nO>nL>y#G}E-vlX9z7FbC9FB{{bw$c8Knag}a*G?b3D;rhunhaZ4EyE zJb2-m+rh1@=kBOqCfw;(U(C1%ee~TPnFYXo#J%X>OL{jhHtxmPVXtr0``Pd5_rq=O z=ksKFhfhPiYmPq{TTI}4FynT=#;7j_^nUdj{n|bFy~f?XJU{wOoL8e1-jhAt5rX$0 zhWZqcBDd9QAtexVTLSH;gm03R3`74{2~sog(zyF(Jhd33|Jorfo%yKn;&A6R}Wz}iz|)VPmY-dQ?$vR7cr2DeISIUqWU z_!y+eAU+kr7+ujBk@OHQ7$hqC#$!7P79hm?zyjnRm<+9-bh+C-5=13d%7Gk}#plw% zJ%|gs7cZz}XhSI-(ojl)01>5w@Y#Yg!HvWk`a50nHzkA6K?h*44Q?i7LYhm-z$OZ1 zLt9Asu={Wh>^Gq-jwy%l2$#_N)G<7cpLtv<{JwNhQ?<>qB+re~5y}KN!SVJ{Hl(RI zLg}E!_`e_tCUBoVC%5gPEPS|SkdEjGJVrwwR~n{Iq6}0!E8_PR@W0FBS@M~e4nb!U z3ZPLDrQicD1MnG?0$Fekz7Ia*rcx1vO92hj6&0_YU*|J(p~TsPqs+*mxq@q95@ zRKPhn*j5O?Up?b;q0REHO<2~Ykmq(nUYXIsr-X+0z%i|Of{8=7w4{wAz zfM<;NSPJCWExehypx%^))PE`82B;%AKkB|2%}^YYqqqDidAsUcrI-B>|=>is1rnK-n;J8Ft}R36a5}_Y5jeH&**3LxpaT0+q3TT z^nU%BrQXNin)ln<*2mf^`MmiYiURfe422E@k$Z3gkY7`Kx^gyJp-RZGjQ=v^bHynEP&X|tBx*u;mf zuA`@=MtsVBE!})0Cs*`|+kl{_obq02AU=(*aCMRRxcMb3koT7|z23|)o;1YnSehe5a%X5GR%3?4tjadVqtww2V^I7tFl}Crj=S9CUW4}BwYwtiKwOi@ZHjE zPmwl4*F$eupEPuxG`~xIoc@kw{`bZ^S9QTMU?|rB-2)2vpQ!(i-~r1J!E|E63j|1m zv+=^(ElHd`khFQA9h%{Zc4ZCo_uN+5xhM_Nr%B?K|A+mWy}pUpttPV}DHz0y2a?=- zLo)woC>wfK#K|IZ0gS&}~o;N-;m`*I*W1j&s{Cjc;^T!G z5jzbI2%Jq3||57Jpj-B#0pKx)vDcGsv5H+k8&*e)G0*-9be z5$0#7pCLj>Ag1`GzGvdk>$kQ9GhxOIPp6$?kqBMIt^f zAU+%zRB)6pVtqh-$Se)wW3eK@oCdd<_;>?8DdOvGkRRnP0};}*vEr1*%ha>4t1opY zS=>?$d@!5SbY5IsF+kcHH2$pqY5u<99r8-n+N zW0hqIB#0e1Mzvq1>LlUMIwJ-)`O-V zq|Eh8@6)Aq{V|hQ^R}ZpVI~B&-n}L+9Kd+2z5uO2QolYISVB1|baZZhS6IJ7*PS)2 ze^U-_M>DkBk;fHASow^sp`Q&&pF3ijiVIqaeSNS%=KlyBKk_DJ%4JQrbwTJ!j;&HX z2RnVg^*gckocX_ul@PcZf^ASY&(O}h@_SEMn+Wr7x!Sr~aUGLNy0Oe8$GokH5Qz`l zJY#$it9#kQKQ7lVBq7H?BxZw~XVuAHe6^wF>GM*9;V?I(#b?LfqctkmNLR!ME~^dR z!Hse%cxPB#U5(%a%+Ko5t}YTE&XVaG@CNZQU=SbO36xdD2Yy7vU6B0v0`xi31x8Dd zHcc0&VRDw$FSGj)O%pW-}s{Tp602NPY_^8bhaUssj|js?*n*(m_b zmh8HItd2DXvV7~8d8S`*+hoh zSGSE$7J;6{g*!-3MZ|~|7mQ1zyMoa5FprF*ZWeq8SAJG?$5dAp39+hA1?rU5`{#G& z|Ho_4*P}}n-^Ca&i%VOzFN?L4#J{k1@2LM!WXguMxg0D2X6P6)U6zJxgdi!?=hp+Q zb*cLYbE&VHuI}QJ9{$d7ljpl9i!%mX%Wsrb&_XP%?^}O1-?#O)dJa~WT5Uno&sCTD zeAXpaMS!)%KD1j>m*!*L5aXz!_j3sfh7_o<0^A#o5PAI##%b-wr)P$Q#}j=%HTk?j z;5-5oFT4B2<_3nRr zGTU&$z~TsQm~nU_@UXaWMkB}V~yYCU#Gs_ zyx%&yFIce{pQbEUs6(tr`7oXnpH<#IT&MAjF#|(}1&KeQzOU3A7SVjT`?UZO$%pwn zTidS4s&fQezscK&fs1XkxL{pz!vI!Xlt+*}<@6n)Tp$8~?SO%$r7(CCx?VBp*bJug z+Jow!G?~dGyamZiUVTt?yI_4`U1Gc&Cj|s!;1~;MjyF^Z1DKWP#T#0#kJrQ)H{JH^ zmDce(=FfDYnd1xdNEV3}!1xfls5P|PT9+hYdJ>`gFC$h@$Lz6vB0$^%eU0oV6xbhl zH!C*SMy{>zzqYZ1_n`0FUa9ZdR;iu=`Y>A)Z2er#?~B{CvT7LdR$LLG=)e+EAW8<9 zMB*A~B$ap|aGvK;F=eQe>fETGBxl-UM;ER&@!>>AY4TwLfCMF2d=heltE9o=6Stvc z8UM*2e6--kTck8E#s_9B5}$z3_?B+oF^c%$#pR%5E0p+f0I)@TxL<*$Ly#pOq(CYl zeU<|rv$EJh*&1Yvx~~GxW3N-w`^}x8^)`QB)ceVl&g#&6&%z;)*RM&E~ZX?0(;Sn@Y6xc-7bwhW$?0pmOUeAWL| z69={l1pQ-MorBND1S2Eq|JZvEFs+XBY#4QkwruZ>g=Lqr^zDUZ=}m}^XzImZT#`76 zORDX}P0k-D&iBQRBMZ5xi{2&FJ1VPU3n76Jh$4y*MFO$x^WXQJ_t~92yl2ktyTXpK z-s`%rnfJ^oQ=hr#nP+A^qf`5OG{5F&kn1ws=Trsb&?y+3Eo%y=L;t-x;fy0ju$a>zgPKr2V-q1= z5TF`U#*cAHz_VN}t93ER)scQQS8a#X)p}zaLmLfKMBAiVCv_R7bxLiOR7PpX&CcD9 zo3Pqij-<+Ob z+tjCcv>`s!_!!~?vd0}lV|EgsUeNe($tqWEsm6y>SrqDR zhz}Z176?xU_I}8KrhuI#_fO$6OuKXKs6P%2SC?oF*QrJkq^h+XOYZpj@QeoqvS|D4)VMasj7$D>g&_Q_N5se7;-$=k- z81^?h>L+QU<|h^8jcECP6u;i18Yb37Tid1KnwB=Mz8~rF(&cGMOb3R1O0a=EVqO`v zT#t|=)9I0B*ji6LGK1|Hu*XVt&7G&IVO`2b zJ4iOeX!FB; z0@AUeRR%OW6eylR^+waw_%KXWrW_G?ooqx)fJW~hskP@nE1{~m{}3)mn|`+6(f^%k z@H%Z1tIO#gyW`{kRY@czfgJ<_L)+E7J+GBa8uYct+K>EtMGs-4o!ZbOikhy{F|FpUp{!$rA;y zWk~2Zify$UX=@wMdL2fF=saCe!4%D9qw9`}tLTQx>qoS(u3-5@cMw?`cp4+mNCy}P zV>qHGwRRTtx^|T289dtqomZ@2x%9%yARBS0GdAon`js%zW%+CT{jSC{%#DY}!G&J1 z#R-DRALdm%p!ROIaW#!g?f=pI`dl=Z^(b2XYpq|X8z|!-^g#J)xpu_0^VC1BLgL>_ zM!Yg&IhnRCkYx8g5_fsGstx8wOu4s74~1OPN9gaThfH8aIu150oi4jMTcNGC=E|%0j&!&1Ji3 zlb;b89h$h!}U5{JB%97 zEXXIb2Nn8M?hlm-n?GtEX@i-HUAL3cYO$9Z?tyY51sMI)WLpW#>$psi(*X3u^=RMh$ThpIMDvHe zi#yW0pzpK^i~5c2j_!aT;I`TedUk^?JLcnl<{ww~8Tk&4Id>6{&%X-OVmO(A^%Cur zA01OC-9+1V&i|&%x@!rMy|w zV@7KBbVuIm9t|3<_w&4|xjG z;@-e@l4Z>KfLuXVvIZwMr-PS|15{Qf+%|FbOPVPi#TxoTNQD|-!7m*0z4&e5*< z%f6)!AkUKkZByFDwEd;!pbR7JQN#3Jx_T|hbv@5^lYn#Mh(weHp=~J{bvPWcr#~t3 z&7{of&~QTzMPx`y_6&@yXP~2*X`uh<>OK05#x+(qf$8rg((-1&hAJ3#+%!K^a;Br+ z6RoQe>DT&e*HQmHXZ=U~qtz|uFOi1t1c9p`?Qcc%Yn+1IXwP)yT6+Er%yb09{;sB7 zS8X!i({pDbeKQSGS#MZ>P?v1zb-&Bij+YnW%rG2(!SfFk+-Ek()T}n(H5-=}&K2U4zH?fj;TQIuEf?VXF$0zC;yyE5 za7o`;_=bl|3uoiIj7w{{`Y(b(nuoS=_os#byTE8I5McKgqLQ~47xbASiY_pWBUt`nCO&66NpjIfLFybG5U z&leZEz%bSYJ1^iz_E^iO;E${Nj3SU|8Eid|<@c zgbZtLHIDK~4-aHC83s*H8V>u*Etw{LhRv1y;a5vq$vo+SLbw2jfOf&*pIvYuWfz{x zJzx%iLIK$^K!J8Cq93jc0~X@B0DwGo8Gz?)==;@$aOk3d5a?oq_t?*N*pK&>APzPL zFOn`chAeLV&-(@;z60@HVgR0Zr9CW+&+}XQegC@|uHT{Ge2--i0UETqreXeYz0Y>- zd)srr{cKc!r2LDKA4P~`Kg110)c_r(xyI`R@6kMAonYFS2BL`f0uW*b5H4K^{U7A| z)8qfIWfkPIPP;G=@m475r(1$_6Ru|&HW=v)!Vre>J$#>qLHMS^zV7!k9#P9AQa>1` z`Jw4&9n<>8x;F@5JG5c9Bl|kVdmh~_ zzkXzoEPL&={PLAg?|9x| z!Y`ha@wY!~F!7EpxE74*cfBUTXl(gD-_7^xyT|>{GeYQh^grFPKY!X_%>O)%ynEJQ z?CrP?@EXzZ^QYQCuj_sO=k&VY)%${6Ef1Ct%WL$1KP~k?drC(A^hpDM8S?&?vWw)Q zrj6+u^WRSyH2myIA@qNc>yNMh|D<1{>;f?1S6igv7pQ0Lz?eHw&w;T^QBQ$!ccR_` z`aj6k`=YsH`8+TN?;{%UequD@qtJVT-1fws_xR&J{+DQ%cfKg&mTr-;Xrsg!v_ql+ zW#os3>Aif8@ZT5oKj`^r-yMy*qzHPSUiX)`|3B-!Ueh`}{tmQXfZx{l(A96&qaG{t z8pD|eKEre~?}#h!eZz^F4{ntp%viQn!Z7vT*Tsd&ziAW~G~YFynjWT)GD6#x$`oyj z(d3SXsjK-)*UsAsOCif5nDXnF#08b9L2j6Qp8eqO#D%NweN9}LcGoN7f~Jcu)2VXQ zld;k3iPjb7{Z#awiYa%!DmEtH{fdmb{Yk0)pC_dTWl;;+SO3#zWWs+wE>r*QVVV7d zHBvbFYtj=0iK}KaKzz6nV>0X@vp59?El`-oXZ>R@c+1%_D|Fs1XXjMcuKlM<3I~Ar zWP8L1OW6-W+jAE2G4?!IX3P1()IwPH=hn(U|JOR%aa82ZBO+V&iGcISgS$j-c>t9P zglF3QZ^?uQcgXl+^?*RbJT!O-tSbNO96uR7`<_Ymurm;NAk+{3#i2xB(ymikRQof!Sl zd*VXF!-#_eu4n5Xeoqvm9@;6jr1`ecEyBIsGBad_r0!n1c$ZO z|Df`BwTV$1-wlj=9ojsh-;SP+ol?E_Z6|8iZxyy*3u#ty}YUr(k3#veCYe`KR?H z$gNnlO%&xT-x5XHimg(){CCo@`fVA#<{fER^RA3rvr{In-YL@`d|T$+^@dz?`-?Js z$&Vyq=whs%n<`oTXiJ3iy|Abxzuyc@dGVYt_o}W=(uMfjs9TN7Y@vF^J3`c~gaBIw0fR8! zU%wWeRy$z7JDOkL8|~er*XNFsL*ix8NMS{@I4i)w;NQh z*&$VH5ubJVK8P$)2U4p38W3B8;k?h>zj}w%M8G)IA@0N|#J_$$(hblb1g2Bp8|3mk zE-)@GF#h(t8GlWK>p2Z`eY;}q4k0R`SyfbFAVE}bKwbfQJyy2{0}p){-^=&tcgszn{>ejz6<5#{T)1Yvef5%HQV8IXM zivDw?Yvy>#EQAp|hz~bw&4S@Gx1b3lKAX>X;EX?f!sap>70wejIp7d1Vq z?NQ=GjZaT(VtDg6{!3olBl05f46xw?k^2sa%(?G%X}E8zR6)}-0)%Je>ixh6Xz(AP zGVa4jWDoqEL-pEy7%|0)JyN~;eJ5(x>=74g@w^K)t9FYEb$GuEu6Hx6e$8Gd>Q=ok zL15ae)^rYG`R5Afw=37WQMGOlghO;xuiYcHYxg?gDmy+O^lrUgv1T`fO)&JnAh&w` zUI?UMgr(p0?J~rx9Qo%0?{UHPZ2Q9Y;`_lUL;ZHa^(@0&&oZnM_1^`jd_mrHrv9_+ zT;;>Cu=4#whlj=A6<&#ft4p>q%q73tBY*gfAXJ6O*08wod6#@*m`i>zEbMt#xT!yo zZ54pFHGf+zUA;>bBUimAHim+X4#r?)Fb0SNH@q(;Afm%D=;z>e{QX8$8puLJ2Xm~Et!!TFltzC&qjy!as7MisnFy5}T zpX;z7fo5MPIdLJVY}#|(RW~#&tX}GUvASXJcZEAU^-c~b{#f4a%AfXxb*7HD=l$+` zf;)A)4g7EQ8{*Lk`PZ4e*Jopvy^(n9dxG3BITG|-d#edz#?8?9 zz{W>4KDKdlbd3*p?yQnqzVQ?J9Z1hhdza?UW0(EB1j{#0pIJb%MB%(A2Nk z@5HF(AVvXTyo1vH`?%g7;SeTxYFF)tnmZV-vUAppNSz6*n_=&$hL+QXu=l&d&A@?! zhd*Js@~1svovG*TdB6Lf&JR2~)A6^b{kiVpw_}%mpN;G}*WY)^4~BKR{y;udS+Lu3 z#mc>6qa5iOgO8 z=2^sN*ygBuE-oIw|@Qq zlea;9Uf+9Kp5OJcAn)Y?Xnd|-`KHv~|BjTd*b9x1r|lWO>Ik$whh+3JkNA{AXu2>G z#3l&C(eZ_01}K8QMz`wgrRKR z`{F_=rovn>Wz2Gp5w3SLELxqguXQ$$T+fHaEi8Nl;@^4f!#mC$Tj>fn-ocJ`zWf?=|maqRv-ud8+yuR<0 zY}s`}Hoe~@%c1dEyc)#k0a%@{fZ-K1J=FG$1o5d^aX`jC$myZ*PB~~K#p`|{6YalU z(fockI(zifQNK&5v_FiN`murWbTIEw!^ZnShdTE@cMw2Ug*GLMHQZn z6|sI(pX+S>W8QQ+|2v^EWBkL*=iJ@H@6)K+ZdYo^9L=>2o9QoKiF$)AVdx)%K_rcv zhd}GY)p6rNd}iM9q6}I@;xiY-XIg~#Of*K#$=Jw{M_K%78#jMMjn84D@k!6`81cCz zZLr+>wI9j${io%3`%cQ1_m0X#nC@Bu;&bhqw>;zKrPpZyeXbCeKVjjq z3T*p1*QyDIb-Ii~h-FwBU8`Cc7WTX=yt8ThY=nOJbgrunhJ~?>2Z3@S%*Lf^IXc%M ztiZMnooF8{n<~7+1y}j8{dNYm==etA`>}%0cjo)19fq_IR~=>EbUOb#@qNb4T|VbF zoZt7iL7PaE*!chRnxbk2wi3bqc;zeKHB(+gussV`b#aS<2@ha{;9tBbB@1tp9@v#S zHFuh1<2%vssu5j7_RKkGF1($Img|FG{T5Q zd&;;o_q4<{zyP~q<$f4&2BRDX_(5R%ciHeT%*Y7Ji722vsm3&X>;SP2B2|&=)zEea zp%RNeItT3iva)jsBaW_c+7X7;49yj9oV&b>tQTsfA@rdaLQfS!0@__ zu;aN8+MeZyrD*l1(tphRN>_a#!(mzP!iY5o zBnVtqUrF-ifVcXLE6~mc_amxUd+;ojvb1#W0>9-lZ$vV5B*@i zv~Z0!LE9dBQ$SlmkFU9@`9*=v=^SAzLl ziT0r=M_$>eMEQjgiyEXc7+75y(*86qL2lUdq2a3zqw@+z#R{~q0I=Q;!-_r^g4#Z> zvyNAc-%Vju| zvS%)isOSr$W*#hFh{MMFR7ytQ2Fd2J6+F2e#3u#BC!t_$Q%3Q)Lm7qMK0YKqSO8Tb zP>!6JM^HuhY}f zUyy5$7|-@|#boQZqWOc`j$V)UOh>MjqVtOx5d2}^V&@QqvgObSg&i zyEJ}W#$1hU6I`JDu$McxxtANahRBDo@UZO|n8qL&jaf+i?YKwt*MgY45EegI{xU4u z^Y-^_Sr^S8B>Q-s@-M9ZX*-GLR;>FVbl_UK9s?lUXTu)k4#DwHCClHFfw1){S+N~* z0Y?vE>TA-yTV>YmFG=6|Ka`7cNOxR5>q0pY&?!5D_~?*chB20;(^^#j8WTwl?P=ISoSb9 zrm|)4Lf~PJ85Lg}vo;JR3pSZhQenGB@ZjB*4pcn|b#wsAErOy%r6X?HGQ=P1R)wl( zZS}Wai{{o~W5;@^#9gR;07p1Dfvw&j2*zj#eith5!4U`d!cHNA>ie+OKTvZ&=C^@S z7?lQrYT_{B;SO)zoa^jP*$cDPzzw&yyZFGU%+5JV{Sx?LY*@oQbTT_tON zjb0f@t_@D<`SYZs|6QbxVKxc%`$r=G!Zebh;UUD?)v=ItRAXS}LJf#b5cqspnK`HV zF#QlTg`(Gk>=SvNQxzkZ?R0`NQo)U26?~SqMQ+)EBU~PY3=Tjw-tCGX!(0O=PSt39 zVs;@zDMy1)z8q8i4g@`?*X?KZn(db2P)QfcFnA3D`wDHVK`s~e1YrcGDTkvBT^P1} zr`Q;Zep4}I`MYMt@^Gx^8jPct27&kt#qmgW%ifXkcl}mo{Ctb#&;G7lgwx%77F;E1 zMKdHN4`*}X6o$n7T1m%&<6#<~Cq5@WXHRvJ_*{`bRIa}1Z{^U(IHYth&gW3#Nz0mgbD$U&&YDup0$*(U3f3$-u; z4+76ls=-$8E^tqbV1OKQ`KSY-^#}rs_1zE6(@Mmz!iO?!SVoxZXhRh-1A-fQ*cp@} z4`T&av*=d+L9V^x#qXzKXf@iG3ohAEjl5Sm6Xg2K<*ffatIPpCrz^k7e-c@q_7ynuI!M^9!w~x#7Z+;|? z?`)E%j*0yFx@|J?S1-$`yI+@boETfV;%#V0-j)WOI6HaOR%uxKjyX`V&B2E}a18}m zy6SC%a{Lbh3%Lphvbn&6=z_rKgWlbq>(z*3-STZtj6#}&P=~Opfs><0grF3sR|la2Clj*_T&P;P4fP{B%25x?aXPaLrK{dT zJ#@jVr&?eAZdg4kL;3ojvGbF{Yy?hUwlNIth8VGCTWJ1`#62$XfWufZa_x55*S*~- zjKo2dE{s6?4FdDd)%F=inG*y)KN5Ar1%KJJ{r?u8-RcAnk#xb-LDs_nl;K2f!VYJ> zCn|w3`Qd8&JoVcZH*)}{v+lQzmmNp-Yy6|RY*((f$FK_2a~Hzm&u8s#_|wF`#sydV zWxHYfj2Z1{zr)c_+8Bnt@f0IgyeWh4eoclw@CLL>TcLf!NeRf)iRhE2-~C&e2jk|# zdEb{yis$2mg{ve12F^*@IIOfU_VIy1b87Awm&WJSo=N@geC)B8J|{l@sV)+qEP6S{Qu1`iC zBv==1`0MO=2s9hx%zu=hBkvd%mUolT`MKaOKeRn`?6HF14Sj#7>Q{(tK>l~8{Myrg zSx20B;B^`A0PE(&Whlo8CM}1|u;7vn40C=vEN%!7lOGzdAlH?)aStNxA#rfYw)TYi ziR!_^KbI}tB2&Nm-oy1$G6Mo z*FKVs+nVH8Z+t9Y2FbYv1#%ranH$$^m7B4*&!4S%Q~qN08}dc?Z^WqU252RMa5J@%hPMJSZ~fN5Fg~|n{admGS}_;+ z4HvH6utQu}42_8k*KgX1_j|Z*$D6VQ#Lb0kKzxG0 z4Kf#?F1fI1-CGg_?lW~WMwPMRCO#Wde{KS)cY*c(dJugZ*Fu;ouEVJQS|6^#cL{Ud zx>uj+h|Bl8a0A*{5KQ|+`7h}N7NcWu!Bw{wgZy2+daDx)*KU&_ECFe|7Uai;>p)0@ zzG`VsXrn0??$ANxCwD3?7DjWI@E*pvEw>Cdp!njE(EnbUcU|+2aR7W z?hQ=ax_6vlzu`hq-s<(6AjcFpLst56)B1N29*i5;?Lhp3;i{hubG0p|>w0JmU0@x# z5#?@!`KDkQFs&@ZYe0?{-1CYo{^bjD?a!Z*8~)=F$*TLJT#_>xq-UCB6ik(*j4_g) z3$0Hs2oUUjqTBe4{Sd3V-sqX!@9y;*pSuM-prQ49J0%j<5E&ft>j>&1mjYi^J*@cE0Yt~0o(@>;pD z;u^UCX(PHIkAlGbyR7`$PT^9#BUW5gfw&>xonYAn;KI^{a^c{)PFynVY6-?dxnRiE zPF#%o9R${Wt=pHNp4+&1$PH?{ynaC$WZ#GdPFy(rY6-$c2n&n99dEy%&j-D`z1PFy z-(}D&=~6P=!(jA9#1QmH2FUwJI}36z91a=L30yD?WfXu5hazm~JSUh(iVKI$M}OLi zF2m8E4nf*Xzlwf{eeGZ`y%!FK`$PZ$g21Kj~?eJ=Q;CO=F7U^Xy3d{{~{b1D`mr&le_ z>o=t_HFv@xSb#TSFP~;JAIN2J7P$7Gn;^yYt&{kII!WqX2jT`CoLkF1HJ=$<)2x@C=%uGwx}0o7sPT#7ka7cR@0ATGGx&9KXJ zC&r9!ITPERcTw{haqrm)bkCh2m*-XjTP}oe>_H0F2teExDcN; zNqV6U+OYGA^{qSN7=$={-v#?!pS8aS4m|8ETyfVhf4sE~vi=3NZN2W258ZPoIrEO+ z_kX+1|8~^f?r38{=$ScAdS#AxB0g(^1cCL}mAF0?7{4)hiJoYvu}E@W>4>YxjW=%Z|y=_*cH0X_Rnk*MpVxX|&z@cdlh7~YXbSGtlQT{-a>f|KlbKU5IXR;xE2lwHGDb-b`sn!V z21za$*PL89@l0ZV-SMoV`kg(J`fa}NfsNk>N0@)=_^A@OiNIyR`9pkm?LSqLk~spz zr`l{_n36s2P*&j-C-F%rXg~&o8M{O_^LBo6h?4-+0zKU{T(&v&-`{Bi2Ye>;6aer?2`#9(EqFA^~kD8B-<-jcZt%G@R-GEZTAG?`W@#3ck-@ zUpo3f5&7pr5~ibU;QUM+H{l_Pn+T&nRV2V~0EGj?cpsG(W`n}q(I7sfaY$*sK~Byn z$uif*NM6xYEK)+BjMZLHSTrZ(*M6K`JbG{Uguc)G=I%BBb>@uR^6AH)mV@x50auXt z{85viNCJ$;XVgqXPj_(3vXOAnZcp z9s*>ZnGp6lVA>gQNs?Sh$-_GXK;x_|e9wihNsrNX~-VHY0YVW_Qqe`vjLpE9^KYp?wFTJ#9Y;d2lY#D$AqyL+hK}fkIr?58>n_CO z9v3=Oc0Hlt^~bHl|Iul3T097C^1*js0`k5yq?2XGG;|K5@O&`hpb2*(r0(~^ek(yB z;dIFchPh+{<(D&Vh&uP>Qh{tgV3XOBm+&UbW5FI`8>Ld)VyzP7#WLHT46IM6u z`Wek1RIhp6`?kA&`13x#PXqca4|;o{rvMK_QnMOUP|2PzbWM`sYG zW)4&1>Qq3G>sGyTRo>W`!Kut{=%i!EXgnJ`OvekYLoWwh#Dvdx=KFlM2ikxO-BCYW zAbDXuw$Y;x1W*LsaiE~qId!i;05JuJnb4@p;$#8Rm*R!@BoH8Af2=tM7HC z?SDgg|#FlH!` zemD)JhlGjG5s8`5JYiZ4iU6L~btb1|^0CaK`W@X8`fgmi{^@TuHOWkHg#L0w;^AHj zoF6tmBtA55o;v;iEb5s!VkxFz8cBR;-0UJg9IcY&l6V->17oce7=S7HF{2GLO$Bu} zgp^U&L(4<^o|Ie~ZF%-SwE2kzO16S*fOtJQA57K(z9S4asj!IzNlBP+aS;p7?Q$p0 z*a5N$g6Tps3?PHinQyyovs`vttzqu@ZP(nlhS5&I1-&oGrJX{oFg6X)UaE~wG?#Wf zLExSmSVYhQuU)Whcwqh2yt3<{?N7wLE+nCi1*7%-`kjutuC^B*hCvGjZ#xmaoZL26 zVd=5kb2Pu5*Jt~~;~qWEUY(=t2pibAs8f5Pgx>v`szOB)+4ECB-@KWuv*nrq;MbpsNkmKhDxPkUw~ zR7PZ?-y!MAOJpUS002M$Nkl=_=e@&tx-u)H6Tpg=tWF>ut3pT~T=1q| zseL>fd_EH^PdbCFbfm$7Y~+s%Iq4Hb;lEGwR_oo_?j+>@lum%pccT0{`)oVPo>SsB z?E1p;OAdhLvB^55UJ?GB`hDV^nIwdmT?)x5@H(nS* z&d?U;EFkk}xXkG;)#UKM8G(TCko0g4+SBxS#E0a^vt{6Ok*TrB=vGI$zi-zNC&a-X zc_YpE9{?DSr2;8gNH+{4&ob;}x-GOCcYEozM+i)7XGUxsxdm%;T$&yYJDUtdBM9xe z#;Hx_OFD>1I!1A4f!Ym|clI~+T5K*gie~iM#=y6&v20tzL$6*MLtjILymDk&#)`D8 z(byLw3Nm4T2GD@tgI~Z+Gy;#EcM!Zh^`?!3{jn3*;CF_7^Ro&MFL!RX<_GNr3ARyP zNu*kgHZC-EH2X@CO=&Alrpci zeri2!>zek=HXQ{_gFoJyt`sce_k#mP8*Fo_FwSPxB(FpK?ZmD@Zq?VB83M( zlD4fHAlw&%;5(RiM&)ff7_35K9-zEaVLVJjI=cMN>m-W&zNZf7)&NlXN78Z@ zfi$GKHC*p&mvC;D}j68*fUVRVhX1=@hF z67uRIRzzXCBZ;fa08T;hKfg)43%zFSBoXF!DQoP!(tNbr67!FTQl?9pHKw6>;GhC#0V4E@?Z>9U;c|7ZEllvb-9kM_g1n^^=> z(+@KXuw`Xh<0I*0zs>%;_kg)_agS0d9y$kgv!XexZ*^08!SI9mMZ;fN_0VH?fb=Ya zQiOZ>Bmn0Z@%i8b>HdjG&WFdOe)ZaCzgkdKyR=7Q$#Z#y<96rtnRqm-_oPoT^>v0L z|5Ol#^xl{vAz{E$SS2=Ed6=;TI|V}j>wQXqJlAcX!8u&JVtw|0G`^O75aro<;ge!Qih9;>EcO296e?6j0%uyfP@p73@r2UcNb zyV?Nh_Joip(P6`)Ff-Qqkq*xGYopN)PhIU`{VoX)q48#V{b2df?!gck6AmH9jt1qP zOi~Eg#D@ZejoULu=bSS9NP`VKouPib%O*aaAZ$x~xS}D21Qs2UM@qf?X9vmpr1{Vu zSM!jr5m>Za3n4xQ1E(31oDS7<&$L>}Exyv^V?0K>-BYSt@;4}-{pI5SZwMGkSO8c* z6s#u-yUOG4qU?i6zY<&x*Z*{R&2-|FFPSw!opejClFJjyB`%F*Xp%XIk)4E3 zN_^DK!t{lo?AZTVpZ)pcZ%bFCRG53x`m*!msJ>phrBzAy^lFobtWQd~DVNyBwJy>n zSyxaVX#LY??C0rMxnZ=~k@xxKhWQWe4_$wr`u}^HiRi0#jXew7Fyw#-PwpByW5|z3 ze6)?KtAkbcL7FEdhHRsJXD&7Y?3Gqy;H{cdA{7~MvJL{2x!R6wdn23Vgtd=OJ#S>E zdqr{ARI~{U+DUZM3sF8GKqN*?JLP4!#A+!Ybt6}NHTNFS(3DeDc``Y>|K8b)Z+z~p zU3-2C(lZYja72WL&F2U4v9vzijWOZSF&XgTQJMZX-~6|4B&80$yJzCi7vhpicVn-U z<51&%iptPTR-ah_Z4cFK+y@1X&kuV)9EREd(=gAdV1sh0Vnf3sBqG{qxINccDLsu) zWF#Ch3bVCRs_D_u5(ytW+a4+2=s+8hx?TsXoh(K)=VLW-`Ww|a>Dj!V%L1OBb7Dm;Hd%1=!ZNT zc%^CIlt;`Lk31-e@Y=bycgg|QTa^ncGcx;d7GQ$W@TfME`AYC!Lvq+oBk+g>)9j_& zl|F{~iIDxD@`t9ePe)K1H-x|$NGRGMTf^EsmGmrGJ?!}`|&ng(( zoRn35CZ}J`sg#_OqZz#iZGZmNt(#7Z+y>G!{Um0Czz^bpKkjAh_Bk6!45zy;-s4$p zryn^X!?*7~Hv8I}zxhw`se|uH%_`fHQ&7J(hOnN z43dX$jcLy5H(j#&PBUt9PIo2eak@+4jVxO=46yxxK{w)LDjWqmJ713sd8+3yt%fbc z==YNWK2Kprm3JIA^rL{|eY|c+1OyHns@Ji5c1CJ&O_HP?zTKFWJkcdNqHth1|C2=V znjuqYI3zyQ+)xX`hL?`?ra=>uju9=Vx(xZj$ejD?DDm-DdvG^YZ^Z9UlbvRNSeyTd z4?BDnsvfbyD9@VeQa{VU%X?3FQ3x^Zc3L~)XMV7g^QQ4o?q)jgY?pgyWMPz*Tf}LY zQ6_)l(OD;C)-*%Q(43Sp+KI&U`sN^D5aMVXUYkMZgSs0GOiMI(2IvUTKH3j-q}U!q zG3G4UVao{hQ+}WmYX-?NpkHN5_mpyI(mc%>J6cn&AXU_+QP`6h#b+TLb;6Vv+Mq`g zReS4olG<7NUAEO===3&;Y+EP+N{8JA!w_Es)@c)XFxUxXJ*P33PeQ{_pp5ie15}b`B)daFjwu0RYXL5)vgi z+_Y6;t~vA9mG@qlpZIt(z#~AYKlpxI;-jR8E{P8ZjCliRpggch0R$RT)6Lm^CN}p< zt!~aOoZOt8*#I*S^fM7ahM~^3!ry=S`zn99|3CW_7yR#Q`=9YRyZ^PXp{|+!3;EE} zX4s!$inuwyc*2=J#p6%+A2RV|T5jpll&nD?Wabavv2yJrPdAC&@$u<1Up;;LbUkN- zz!7*(*ZD(yB3d6Nh|AQNxQr8@%J4V0ADZ(QU;EMD^(n5uCn;mt3q2AC?oP@caV)D( z-O0?p)u*%i)->f6<1DYddM8Mf2>U*Cj7=UIn!q}pz{sa55avCj@UCE__pWaWLRvw6 z6G%!6Kwz+nt-2{Wx2gp=bQRAxG+|VD294tkMl#LalR+?2sk%mo-$Hsk@?%I3r&c1M zfTQrGAf%sKG72*s2V%&H3ai*$Pi4sltW$|3K^)}~^s6u<+3{?k?B&f~=dZ%7_1@M| zjnUA6_$cAgsWo#Q#K+sZAHtd>1nJ`Ltx9}Ieln0|_!L(mz(zJ@|CTAJ-^nm5s0)7b?O9wkD|i=I?B zr&XAIh(kx6Q#iI6IMXw^>><#$q-%s=Qr7I=#uE@ zsGQg6XPXIvX)kO87EC?0+7!u+$^?=j9T;(n$7p^ahtg;pg?F&tvt6?-)6aLQpW!+k z+;T7Mfx5$Pk;i5v!~7u)=P;%gV4D)i8csQqe5z*0BRjDBLs=;}5D3fjptS3CmL);W z6t6MQ6wF_n_}HX}ewGXEk*ImSBC(uWw@i6acoPjDj&u*@feqa{5hZ!XV7FIku;yjFG1@vPK?{Pb@l^mO1d< z{)4MuS-1Yl%|}l(Ej=UhHz!V=nhrkDAE15DAO9I$w#G;ONZ18iwrsfsZnuL6KhA_v z)9{^pKc4fg@BQqbuAFnzUAcYBpN&r&ustzj(B7WOMF(+!*`fH1p@$MPOAjSvjBG)C z`iMh{UTMQkIPXcyDr-SXcKIPiQdR}7$BME;iCOqYj7Z2DaVQ}NaVO}{9)2hx(*x5+ zq~w$yx;%c+;ciL8kHA3pI0Vv3beyP2)4`fye0CP`!88vKYmFcS#?k4p5$ZQ=h7=8( zWwai>GHOlZ5&0dKZF9IhK2DEQVGVs zg`Ga8DogJq*2x^~9IJIs7@*ybgc3vpq(fly!#`C;~-%^4T z-K_=L0pZQ71JT7!sRg5&yCn`ejrMRdvv>8egtXyD5|T$APDnxBiy$#&TO2 ziD_(mWlkh!mZJ@Nh<2}r#p>47IREg9~$pR7|xQ z`#rRCZ?NLo=kXfbd^Z?9CxYno!V>B3m_F|gGl(9z#yBx9hLqr)X37e(&JZ5tM;ee0 z`NZR5g7Q_bM@zSTjpgWRl{^B;ylVxgbRz9v{LQ#<;T6! z%8te*4f`-7x8`uyxIu^F(JmEnsUr^g!FCg^UGZ9cI_q<5`-|ph-xuw=zBee$yN>sx z-*SQdmm(<}{T%u?uWuW6Fgc@SUuJg6jCDs`rMGxsdzpZ z!^*E}3`E70#-ZgCofuL!p)m+0!!JvlMhgQsb zYedbW_b_F1_=?1`Pas&Ex+ax|5}!=$%2_o0Dw#Ozt1@ZUUrX@!a zR5Vu&mKjD8!j4!wVQP6&`_j-30?ZH}s{Y0PsqYo7g8oRTgsBUZVfU&O+ z7&!LT;(_BD2Mik5IIv`VQi4zjqyhv=DE?a2sCi>JVVIvFH~Fw3KnFC;+S zu^O=}416z7LE8r|ORhAa|B6(|igd^j5S`1?M$1LX)pB71!c#E-!_+t5#X$vEGx|vn z2~Rp~{xTsa%sF{c^ED{H&%SQwjgnAL4sg0FqUEzlkJ0qBXyofadTN`lNG|zg^6W2v zIA-b%dutjNzEeH=>fcq?&3$cn`Se$ZqyJGv>xYJxUD;@3Na-}x<5mnDHmT8tL1@D^ z{PzwRIVjB1?}q0iSv}dPzY<=*?koQ(888Io$k31iPBl^3pmQ;2!a&uW34xyp zO;i>((#q~P*~C42z;wwOi1ZAaVba8O5u9uHL&Jhxzs83h4LcVFNe}(rs2iIFBJc9? ztv-Y12=g|lKjPv5^mbAKA12^spAB5w$PupL6T+>F` zP9trV?N#f0tZqv?*7odj(a!lDe%HW?2jiq^IDs}veBuMb?=NOkeWHDk4AF2nw|J`b88XKSw!1)- zpgp2a)7DR?sHlx#hf7e~V5YPzEe|z514?JfgqeRX3vT(oRF3;I8C0>v$N<(g)=7fj zg^11l0AYI>;Qp}gQKpB@>NGJVnC$~6~zqxtE6 z0tb^Jllp&hT1LUW^5Z76ylvs9O|l4rX))Z+LGb(^2r$}Od>o*wu;T)4*J5DFiIZ~c ziPQ4ULnq{?6K34{WY6@G@1b)$-Yc^Tb_Sy?@&odb=aC;zC-6aVc$bPL9)co*V~r?ohwx6obF1&NRq42c%7>4d)K`s zs~_DX_pjeBzgqrVS^B_h^6M2_42O$lu?#%Bah!0pbX{XR2q*5}#Hn*--DB zy?l&;?|7r_Vn>rdc$VaqfY1$@Z8{yz15IB?-2DDCTSm<6bd>lQW7Y@(F{*7$H?VW! za`Jx2^P-_wn+`_5O*dL6NWrYvm87y`VuwTF%5!g8H9ZmXgAt`?TSU@R3Hzq<(;4}t zC(5d)?>TWwUOe55PW#a5A964O!Fm(g(2}ND+7aq!X#3+mE`)v8^=x~>Lf#K@x42zs zeb17U$g`8Dd_yib$(Q0v1Ls9do{GEVYCdn?#H zfS8Xm#Has=dD3tAd?^}nwE^oL|My4RB=~_#mhh&&8>t+9uGiCNQe=jqZ{G*JU@io()S^xM=)-Ar5|LNLoAzEGSU4jAB(D`_7 zt|t?qK{47$xFkN_^f6B2F2=q*00%`yBWKIAZ=8^g&+Tv1p4p~}hn_#wg1gqdY2*Oq z0cF9mhu@Xun|B(Su>7(2Wz|y$WWx&|$pa7Xmeo(~mj@r(3G9#`gGA-Ppr2FUY$J)- z8z&jIj@gh)86ZMgu=U~T;T%lZX{Mj;P1|F%^lN*h%eLGH@{lMTGD|31Nk*CfW-1!( z-fN3!r)qbJa)9|kGdAiwm7G8L!vSSuw(UN0`eBfQ+tJ7Uy1ldz3D zc>S$kfBj^WEIV~tzIXh%ECKNu1HoAe3`YGrNA;ZVbs?;Mxt?uLnCty`z9TXO>0n+l z&p>>}prcxH1bMmS)^9I^M(6c}%-Vy{`kd^Mj1@UpeVLAFSS}0q6CeKPmK^LT3rB$X zlrE5dBd?Y|!{(a*#bpbHV3_*p>V3SIVQh;XAwF14VFp6f_{_QXA7s|G-;!~&zHSBr z1=v82@8@8k@9=rT|8y0M8^P=MTwGe))v_zq_B6pWXMO z{BregiG|jH{Jd*40_R4 zW*zjijUy;$HQ#X zos2a0MkiGb72z${{nq)(<4kzYgbqSUR+EW`OK%DBbH9jR3^JU>p-;)J5 zeqYK*-(pss6b)T~4wV`l2vG-$Ml6JYU108^pWt&@Mbo|MB?vc;>^P54n;wE2l#QGD z*Rt`M59HAoj~Mdv#4E?-$;RXI)T<{9`2Vq2j>w}gAC^te@0XR2L0GN-o&0iTBUIoo z%bhD;G5%$n-!Wlpo+R;kUnneF@Z?^3^3_vDwS8G)g)!3Plom(V2{7E$otruJ#p#8- z{?iO;pwRM&549}wTELO3{^tmm(Ema1xh6hJdPsJZ_|P@P6Sfc;&@z$u5M0s5DK(BT z*~z8#scFvZKl)7X0i%xfN-cW#&U@BA48y@6P{V;bRRQE5m*Z(i#niKN)DFVhr@zko z|A##v7Vdwa{Xgv4sNvi?KaF|!@oA}`ruJ74KK+BZ)R7M-W>mkM(`U-DZt>-3^04@T zM-A}Ef@HJ}+MIb?EI|8$|5y=cG&OyPUk%cOHU{(=22Bh87nLpo;aP01(It3|;C+Q7 z&>jJ{%i>`RERBz6gJK2%5si=52g-=_KHTuK#%O#O*uDxP8nMXDXnFPSFGAASdN;gGC({5@HZL5z(J z7~BvWL4t_KUOFrfKmUQb_dyV#yVtxSzrn!h*DIkZUiGSQp!6GF16JXE4{Y3q0oQx- z$a4qe`~R`Vkj^-0e@T2e=q5Qy?>Eh8f0<^cRr7*=O)uS+^djxdBO^bI zmIp)-T3JFhJ|sTg)FX&qq&>1tS{k2bXnf9O^{Y6V-GA^q{YI3p`{=a%BS{Yk&oB_6 zY}Bt5Akw$F>Z~0Wi(kJHs~gKV^_e5_B8Ra*&j)QZJV^JSCgHJ35i=nIvOt2nH~y)B zr0-II>c0}GHy3{O@Bi)g?r9}2g7|!pTrld>%Fq(nO(B-NvO0R z-!7}4eoxjuyIa;jzo!N3o&y2GwY3n8&%Dtj|MHU!#t6DwGPFF<>~OgEtxzGivn&xe^*b>7gJelmG>}=bHGa=1Da@bZL7*TMF*>>nA>D$udUO?Bvq> z)}F~5Q2%Lq!N>!-{Yo3RzO(nPk59^%ph2uheaZuR031~OskEohDxJ);9w0q=A0jW` z+I8|vg(Va3O3kfpOh~Uikd`~{Q=AiZCO(yf$0Itdi=0{^LB+l-sF&Um7wl9GiHQ&& zcDN)UHrcUBPb|d8>u~F^stYTQFfb|}F&!G8zmvH){Ig7+|Bt4FXUERYpHsj#0SNE> zy#Yerz*(qonEnRw(FFn=5P1g9(5w_ePJn!sR4tIlUOtGaYffLkhpDdjTd?W5J(%k9 z@X+&nG2OMd<(@}hIv`Ip9+t;nIfN|P!|lFPVCx61YJ}u5z4Y5eNJ)scLfn2 zk{$=~Y0BzX^+NYKVDAWu<1BD4-_@lDSifq~>}#@LsuIH>g?(ZOz@f)ThOK>W`sFpk8iL7`fk zf{oBLsjCF&e=G5!wugqK%xmtpn~AbljSu%KqFo2KFJLE^QCN36t6$BDxb)(klcz6v z1PcZJ{n)Wn^H84#%Q2xQQHATDQk(iL(#nqH(qkgYFm@gcciydk@x6af%Bp$trUOWSgyOgK&MxMdXGEjM7WCHSE2`0-#^FhCf4S+(LFWIJzYFqnn@pPdx0vdhAp=HS0}|jSJvQ;7W<&`PM|a#E)!Qi* zng_EV50k0v@C3T5%c~pK)4}{u7dZhfl7SCGl%8A4cig7xn`NZ*^~@+M!Sc*qtS|I|R)>HBmq~)=%|GqRnI^{*9W@>vlsx~$XD0gZSj5Z-c ze7Ii=Iyo3mjyjp%r}AK8PRXmc{l_ov!ie%~M~;8efVz~6rJ~gKux@>>R&Hr=?ej3t zn0E&b7_Cn(?0gzlZF==rUDRp+gi8AM!@4&|AhcbQsx20gs{2JuWxarr9I#;v1mDYh`0aQgNC8jKbn zf8`VT^{O|`Dkp9_M&iSjGiHhldv$QWXeh~0t%JIL!lVCLPm6~w zl)Mm)k7ol2EhvajVos&>9yC#|y!x-rRM*@aZ!_(H-{$wI$zf-2$3;7RUb6{M0R~R_ zkR>EO*@%M@AKiP3E4p+61Xq1to-$nOrhcJS<4cnB^tBh2D@NmH+W0hO71kc=kzCaH#jk#c zOV$@-!NK`;3VH0!>+>i7)N`Okz#f%E7{8S~{=$xVX?<$Hm)fV{VeHkh6H9210cX&$ zM~s|p8y{|1274E10A^qhjQJowGZueW`V3wmB^5Vg3JeC5BVjn{N5qg)wIbfs5N#1C z93kki3L>r0+ZsMO2OFsMo&sVq(P)0SQ6UYDC(QmDv_1RHG}l8fU>fU17&=3{^H?KD z&@21ok(WV&Kx(M%As%{Zp8+*I)c&ZJhZ-T(`tUmayw}|G>|S~Pw@vcX-#lk_V2#J7 zW;7h-)K3z3&BX{ivo{DK=JmOm99KedMa;m;B~lE*MhvRD&R}5WwMN)c$h8^eS;o(P z@>7VZ!rmC^W@6OHt?`4FvvV~IN4>OvVjM_fNFqsU=vSy#r^Ox0WwJBO5?SuMMB_>B z5ki8;<+41*nOYwO4Y;vAJXUhm<4B77rre^sBiVh*wvHMGNU227M`^Z&*eH_yNM zUroJNlBL9_FN~&pvyRfH4}^&5%}$>fj;Sux$9!mi@<4j1u_Afnv=KKU%+RA-G7o?o;(tJip?|Hm{qXDc?8qdk6^H4<53KJh{rI%A?UZmH$T42k&3|DV0y7U0-{kOqZiufSu(=LV6BdUFBklZ zG}{6+nFJso1!}SbvTiOx@EL=Hx;uc6Z&*^3gG+$nx#w5ENn42HZPLTW%J}?0*QE8w zE}}DFkzjeV3fOtDZQ_`Oc}qM4Cw_po*uA*9H@o?!V!lh7NppsUfg!wn+|4G26f?56 zK55=E7zn-~Zn$%`h|O3Gt8}!{PPnNzB4TgGqF-nZ>~@dN83Bh0ekh^c*=KhmORYKf?|x3Y*FLddD&4>Qqv+smZ`8~+pry8Jkax~ zpw34HH9ib#et6{fPy=a#fS1kMC0++DN8MdLvN9vRR!cm=@a7NtJ!;0dnC zERkW7ff9q9(*)o{12+YHSZ?F*Q{w5qGNJ~8B*Q~c1W%9%2(d>Xp$13I07Vawi5rPl zGJ!}F9xn28gfTa zLvV3Bq5c3lfaehL^OhDNn-7j2Kb4m`asFy&kI_1xpp=8o-ihr1;@#SSNsf=u#vAkk z0^)*8m=m&leVvx7)XeKoU4y)C7_!51LY{0~poWjyF3trbpdtWbS%_3?!D9$`ZV;gpZWJNx z1VjWq8>?&42w@PF2hcdN{iyhGBZSRpq$nt96zjJ%qudQG z74iVRm7F=^!b{s2(dvS_D3^d)XcnMv(rw6ji}2YO%HZS3_*-NU2#reQb__yRf|9atYSIhwv_aNxtPu8q|vB-r6&c6|{Dv9pUzQd#wBvFP5_f^3iMasn9e zLJ7eQ!wU&|d;>5P)eL;7O_C)pusZ}l{Xq|(_Xj=%JL;w*0SXe{2qZp6*mnRvEH#qx zA@HG#E!|!`~alZ$0#N^J|?w;#vsgqXeuVa6MTy1mDBj$9e44`rxsD z+i8*Y+dr&XZtoJF?;D(KaPv-RM9H-SYt%%>hhlUM{LtYXf$Nm|I0nnaw20vKrofFQ z2vV>0f*t^oa5M1X96pvf2Le81H^@X15D|PxfP{Q7aprx}z;N!3&xwh%9+qWZYF!lY z2^kABLo@IRMfsP&Cm05b8u$U@0pLUCN3m4=Su#Cx@Gn>&rSYN3CS9bdb&7nZ~V+0<1qQuvq@lj(WsI4IIVH+=j4?T`3PCgs( zQCc3BzNEV|%Uht+1JRO8e8~i8u&qp7p~L62m&9a4PyCQ4IPy_G+d|J-{yvhrC_WBM9$0y#0L26P>@Vu zLzai&N0qP$fIctzQocSI@X=Kq6rYyv6kGQm1L)Z&%J;O$ZczfC((N50cg}J!!T6id z^APwjM=?KWzy}QgA=9DvfnnhoZ0`C2pFXzdOyI-wa|Yux24Dxlk{3%|0dS|Lt`Prs z03R*fuo=YwQfRBDV)KJxs@{nvzfsdLaeZuKc=(vABZnK`5O6ZaH8hGIbvRl#Cg0Zr zwf>$9_Y7bmFu7hvvqS29e)sw(3v67*z6Ic8fJquA&1Zt~$pr9WVxf?i0^dI1W9uCc zyZFiCs)f&pn->2D$LEmfpmCuwnpxkY>f4Ix(EyJU`O!R$EuLVB0D>4&=K~s@$(1`w zCOFp3No{lb@-X)}xyV=k*I&WR92JIx-BRO2ZO{4&ba0iT^8#8OrSY-U`S5jWc^G`1 zdLL?fSQ;Zs^a%uze64s#t9bO;HL_zvmYD#2RM!kziBX2i6+YNWvxSu>M`qY?B_w?yDWfJ?!ujoUbsN;sD(5lr4hlY8K}4xixhjhR!fHZ+{ZRy9>xc84{^vh`wAkJyD&O5Z&fw{n-r(VzA+t7Ulrn;0boZAoy1if{_+lK<6?6 z=7tER4PseXvcOJYv44ECJ}tg78BQCj0B)n`{gnKeyA(H~MIH_LQ>r_O4ekGA0k#Ph@j5P5rFE z=X+S1)?aaE1U(1}qCW-D zAzQ@9>ptHhpO@@x7Vl%EMNG=g(w{?#M*|@ErPfEf=7Ndx3c~bfBw^2>sd6Vh8ldN2 z1wKk^VF`Q)fI_0+X9UKF`W{P-k79h3Q>y|#-r-YG-a?YZO^s!YKER^@kT#A&ik{ic z1z|G<%wD*0Xxbqd7Mg(%j|4t&XNE`EWp+-|!@3L`+u8Wj0=QpKdHK08n0a zN=vGvz!*B?S|U4P1wG$mQo#9?S|1!WtxrQw-qh*0t{!R|q4V@fJLut)*6!||(G9ji z>+piE2kTZ|mt=jkl9wiSCJ^$32v>Ftp#zZuW)tdm>{Yv;`|DOG(&xSOOmc zAWPswosXkWvb+h?xtYLcHU@wuO(07^SJ=Hg4Zzt>@8MU61*?~>x_w8@Jl_~W|grbqhr_#qFl6pr;o;6rUy z&}fznDQ4C*J`u5Cg8_V4;!@&f0v|qR+20cQQ0vI`Os1BlX^zBUrzQ1vG)d&N-Sa?P;-TJA{p3ezfkc?*@DbdQ{YWjZyWR_9JOOD~7qmYl$5cHd&tl zh^{GgX8DbPhov{}e5s${=OpkU+Y=7qcKN)$z z13=M?4Z~SO6OF#%$(=tN?tg62y-yg>X_Vg~#9~ZHPQ&#>wuh{QwVUgE&I357T%VUV zXinJvr=j&(v#w~lhi`no2U%I4)J6cG4h4K9D93d}20}4CQWJygRXyiO5&~eYEK0#M z1@ZmZp9z?+1>nO@sUV2oHQyLjULy0OtpVz6=<`M3K@g(GCol()1)hJ)FHn|V0ydO4 zcP%Fn&~S}d0-vyWus<^3<{l5dAA)O2bwP5TmE#PA07*naRBt3k*+Aq>04JT? zB@hF+gYcT~k6JalC_BJo>#n6Q%Mw@Rz7}+6!nhQIW(GkHSs#KM1$cP01U(A)=m37! zZ#x8EuqILYWd|Ia8^j$C{Z?av@weH@MN>zX{&*ztkzr>G}r@m21= zxsC7&>84)@>2n5ez;bRAZoDkDI0d9g5HczWI-gsg7T4dkO3YvMlo*$x?P9(Se6(_w zCHUcE>U((X?eL0$aTz8cGoi7DPp=Nvu(7DoqKh3Bx*IT03?nSU#jFL7fQJ53($O0$ zj|%|S5Taw&mIiXv_3)&u1 z*-Y}9sFS;2yas`%()SSfXbByF?mKjKDd58+85#l~mbuv7)9_`roH#Fcw0kjWF9%Rv&q$PEZn->441U_mf=}8e~C|MtLb%i9Ed?V7j;M>#c z9u!+!*U+PDHHw#EfuBdPjBAK&gd6~Pp{|4T`F)$$sMPwizAjrrNp!23IeSJ{!;*r-cJN8)eR1r?|O#}y%YJnk{ zC|Pk9AImH(WwF#u7M8zHUi-NIHJyzHd}O%`jI0B6e`8Y@NP+V;x1rp1&Ep~_W073r z?A(;yoN|MJO%8mn7$eXct_8qO0?OYAW&c1>Kt`BDJlXL{AjeXd2D$*+S>}QUiKQR{ z_@PeYQI?%1R{rW8@d22cZP4eG0=#UhI3hM9Kk&%dp#QozHg1Df&?2Y{(&C7yKF|fT z!$xuMBd-F0OqIZgd4NEK=c4y~0BkZpGFSMs%M%O_*_}~|EOja1V{T&y%foIijrGQ7 z$7j@9*)`xJJ+_bs*ys?7vNw$p-JvTa!{mWupY}0BdZ{57n_wwm#5kGOp)TVNPDq?m z_{}%Rp2xMrG8fmVm61K47rFJl{jg`ioK!Dk{THQ+NJQQXzkT~vH^0O(Q07Na=ITVi zFQgyvL9!w6VO^PwPvGcjV)l)Xi)-(A27^6c5DB@rn|FB7446TU0z2x+*9mkO>U;Q@ z%uhJPm41<+*x}Pb@h)%h^y^@WOMxD@5O~-GrQo&kB6ZsB;?4KBN)h6ws&6o7tGTz# zMew7_Ts*2$7t34}LMw3ew}PEw&cesVaGzK?|A!hFCOA^+z9Xi>o<31}-O$~bB?Rs~ zNx!o$Pkj#~47*eYMb7=fPk(W<#>DiMrI_Rhe1cKt@_{(=UjaV;QJRMjnH|eAmjXWA zIkLn-lS1D3Wa1`e4p7NZ+5!3$k@4YJ3cn}-JIv(rkIL>I5i_mja>wxcU;p<9WhZ;Y zTL3*v!TMw({DoE9^B-NbIKO9TeNK0a^y0Fw7kl}q<$L(289aQ_kGcD1c0zk*r2fp+ z8=!~UGXNF-pQ*uN$(Tnz=j$w4$qDZ0?i(?dlfWTlhTy#~@H&9c=tStxM$g92d>i;^ zH-2n}G23oYaZ?qv*)JUmcEbc=E2t1R_gEk5mtY#|L7{U{_+dz3}8V>DxLM; zmJSitBgD*I2bz8rIx@Qew0W(KQ&O9ke{MI7^h`F+iAboRl(Fj~z073j1>-X6Zm9K1 z%)M1Cy#GZ2phv~LTb{?JFDj9Yj>hVc`c|c`fsYVCqK(r(YC33bjqxGt zqcI#v;Aq`sct_+&yZQk4KnTA}hK9*q-osD54qJI7x?R}i?Q8{24G#_sAms2uVx1G_}&K7qjeAS}M$4rg{CaU$Ez=v!Plbq~mJ4dODK0Yk{dBbCe zz=x$Qso_ECjO8=+dkKWt@kMbf-#c$uylL=%Nv4Ovc6L8>hS8+a*$dhp+`z!*nZm}; z?hcHa(mup#)Zw_y1^TZ~iZ#dD#bb5fh}j35L}Y!vbtm~lEO@L_sr8|+5185Llcz-9 zZ+`dj%Z{$`I%oH!T4>K&y#ptAAxw5Isjy%`GXU6!!GiyPmOI(q7YRVZptlok4n~ZH z2pWcYEO&*EgQpD2UGkcdLS|@L0RA<$Ljyj{1q21$3^B;YX3f4=%(`KPEP2hlR?dJ(49IfbmhlhigUY0Ll6gyp!=E+r%J2d}_A04e zlAUAt{VE?Q;G@cZicJee8IhfAnwCe?^~lB!W#xe*^8`T;SuN%Ssp(;P3n9S|Md&bZ z3_@wzKOAe9?eWwTK}^jfftL3732wp8qRfSL+GFc6zUc~wk=0*pu6U=Xr{`8&H&%bG zA7X)8|Hg%N1{Cl)cI?=2=m*$2l5wQ5^WnS&55EiDKoz2Km}Bf|zp$w$>IRrdSzl&H z1wjEp3Ei6sO2T93$}-o2dsc}VH#{!lC*3ZhQ$SrqAQ=Iz06`CvA9sFabof{cP3v;ZU{WED2#1YuhxR5srn!j<_r7!$|{KGJ=0$>)P)@19IcpB%t zF?ig}>UTfb_TJ8~#Iswfo9A!db~t8}zQOZD{o!Fco$hj6^;S{ye{kumby`z%Y~pyroGYN@UG>5I1#{&#>uX zyZUzlJ}i|h;6u>FQW=>`iuo1O#8S8nT*s<(%QCR7N30m`J^>8WcmRV;kvsPR@xt#u zg!}Sgv7^?A5>}7cw)+&oPqWxs(<)!n?`jwC{-aVn`NA3zpRo{|kQ|iGVuZaH+1^}P zekTAV=#qH>3>ujpGQiwau#`-_6hRF|%l!cl!JOJ4@u&eotWz`SVf#AI5!Z9*s5x+N zN9QHhF4rsp4@J{zSSvR&)IM^P;^LodL}|LyEg=4AU{vPTy2Hm`>*?vdR*251lP6DF z+t~kuYt#CxFVHh!PO8)paDj}18Qs-yzFWA;#XGgYH*`|1jbm&JZjwgNz+4lx11x*d zo}D`#+QzdKMdpEkBz4-IV$p-Y7SpePOiYBpF*Y0ZZRi9DVkmf4z=urGxquJ99yT6q z#i&_eSJDa|hu!w~UV_&X)YLxLknAn4&|b>ip6Xa_HJ zSrGJ$OagtaK#qAA$E3%ku1Z}5KqJiUssug?{E+QYWhq&b0;MhIb76PKPLXo~A0~G) zZafb`NS0)KGyyY3%mhKu3XOyTT_{*HBxMG{4|nU5y@D2jHwv;n40@2T)J1_acDE+j z<@exxw_IvJruMO4t}8g$Abwd~b>fB%m5mb$OAdM0)QI6aow$7E%9U29<{x0~bDi$n zCx#T1)jJneHAU_@BxZl`+1|&-r`)vWGTUf9y7ayt?wZ(6@B^>|&n2z&bGD;mNO&Xw zrkN!{j{-hHSU+@bCh(!ohvi=FhR++n(zl$Q@p14=5Ry=(7W2Rb%GzB?=a*&X)X#ux71Wo;{yu~ z0w4Z80v`w8R5>Ub>{hp5czTJ zMkc$|>Gz1JB-Hld2@)Q6wHTFry^N?N4FnCw`0#54OJ{%|+?2__(5aYzm!&7}z*y^M z5@OpYZ|Xm{A1f|%=!?r8$BCa~=QhM;0_OU}ilJ_C!Up~qOdJGmWUhErz>2#&1$-pM z576ZZP~Z%J;1z}WIoPpA0Q5wrU{{w6;i8%CkzPKi-4o~#_^2+gP>2`VuBw2KJc5xS z;OPZG(DwL^0LYV0u-^^%knIW>H3R1z$x`ZjG`5Gphl$uL4D69imUQq1yCXr*6fJRs zxnlNw3&>+Fu9e zL9dsBW-HV4gROe;GqP)B+4MWxJ=d2Wj;Y$$Gk^7;3ZDV{_cvU#29!O%f%U_wVJ;Ko zjJ>mg9`(BB&jp_*^UXa3%nrwxkm(`gL*TRaD}yVF5si|FJyfPe5eCtu=PF+%?}(5tUP>J?je9v zz=vRnIl;y?LFR>Eu(O;+ccoLT7~(hqpCMZg7^QBH?6n={?{Pc}a|i(*KP#DS1$g*- z$%?8HKTB(5zvz-p5W?~s8Qf6`5G^Cf?3`ief#+wkJsRj?saz{>f!)Cxwgf&Qa82iI zF8*)ic{XocIJ1noh?_8OHho4;GPwlAc7%?Z*f`WB%urlWn-Aavf34Hd_nbz@wv*;dLOCVx zDYAo$F3n7S{C>%7f%WkQK%l`|crtc!DQH(sMV&rLV|bXTrM@Q#WiBK-0w1aELE;WU znTsW^fq;+F<8Tr-9bYM4{4R_SDQ+@U9ArqNGmY(;BLNSGBzj=Vz1krv&_f>=o-2MP zmP43Sdw2c-l0Nv1f#Fk40g+R>F!-?rK=#YBou>*)wzvLz+wRW!CEMFZ>GUlwV0*6M zHFH5-rVw!3Tm`m&?fuKcgRKXA>qf2vj z#v0+qWPo64Q?Yymy9B=c{|CWCD~#6^%Et=$XyvZiU`yz)#p_4w78?xsc!g((VIE_p z<-|?*{Yo$w%w4Ey|0rG_82D)2UHqCX7nxZf0w0Fd`k<6V;6oucN2+KbL}RyjJb%;R7@1Q)2Qtk1#cdfxae0z@FN)?Gw@+v(1N}_WPdfbhvh8=eE684GZ^dJ2LOv8 zRqCf$ZbzQ&1wLS@T`-i?b3~>QU6-wH0pkv)cHtleA}!MeA8 zg#XYPFta|FHZ(NYLhIv?Zk?>H+Z&e$glFXscNuE{@M%Q1Lv6DO%eAW4>wgX-Vw;WCO}?8dk0%xFXjudS@gFa-8@0(fDC3}ue_ETnZ$>wO zjcFjz!`BFW2zc1V$D;y51V0>)z)}~3WfyjKNz+TPECdMO1^BoGB?(*a@wlN+6^kDF z4M5LRV1Awu*>fL;K_NOA&D~qv9B3U~eMiNhavc#UNTvtChZ`VjXb5~bPKJPt28+_j z&#^AHI){%Ll>un7g@-TD!Rh zTTIrkSHAr$R#GIQ~%92;gw7XH_!mbU#heBuSegw1 z@=mbBa+d->1U#h2d87cDPOt=U1U}NM;~ZUGWPCU-gyLq3Jz2)0$B6}k@|@%dTh~Nc;-bEXC6CaknI_!yy6oK&+A#F6{_z*yDgU}vHL z8uRur%j@jmhk&PlNIxf(ec=lugE|?4iy)ME*~YDm`?PY`*-KrHFu?T0xD$H}w@sgU zkGS^E=dlrb5?!B9i}=ZRpA-0S-4jS?%#Sw6STa8-b#aJlB$(Hc5MvYkuSP47K)Z*IWMoDdw_%*&J*;TAJweDoc6keyD1fA1iHt~PgECstzkDH_ z0WU^X1={wk^#d(8{7jYb^$OLnJ5Ax=87v_IL<)x))?-Y zEZeG8$!p@=`(qUpa-l^AMhEtyGyY?q_>&ydc}?A?kMV5c$2pU zCC#H^f;gCwH+To^Xc^Q3$%)lS@|H(Un62rBs2fsW`sygdIC^yubkUTIr8K9a~ZZiT;4fOD{vxEg^2ka4#Oz;GL{5%XkmRb$`ZYFTEJGL<>YG&6Jj^kR; z8e4zovRCxmYkSs~*0esg$$f$;l<(tP)hy z0!8%n)nZWpM)9z^2IUbqAlA(b4C59OLMF4!`2F?ydx}jft`}64dM2kBdog)&V z*)g*|it!l%;qwS=801ERIyp1&u`GL06ifz)Obh3V5qOXVqAR&4njp9)SPr*`r;#@p z8?w^O4-Nn^TpQe|@$s3ZV6vhbQ_AmQ5Gbh)lg6ZCbA@ss{{~CT{JVS~49%NNm9bE+ zGjH0M6SyJb=cFkkM{#ftnKpf%n;{w&LO*2@ez2yX09(1V(+!)=7t~NX0t7h)0)z$Q ze*_a(kMK;RXGB)#l^$b{ELi+ZS&I;_f$_PfwNpfK{vvX^btvh1uw1Qg;XFSBYA31R zbJ(S{`grutuX^(4EqG$}aQ8T!ja$M&B-3{6qR=&xYjO|Z%~gdadX)MYP{2%>eo>Rf z^y`+38P`1~=H2|1JVv0qD=cOnJT3ql(9*6V66}e#YXXpfbv;|&2MV^q%UvIU2#*94 zEPuI$aC$Sq4!X`9q4AO3S7y;Nh06>IuszV8s)7KGkI7Q8RbFeC$F7b)2lh%!uo~mU z-J05gG8r=l|2mR3h1sCw*@42~?r;RU)MysRvcX6Q8-roUMy(Bj4mCwmR|G)f;)_AB z769kW$J#DiF9rPsx$mjWG{F8Wl{6CQO zDcap&yV1}bSXg#6lLGX=e!BaAFeaj8xJSlUHXiA1HtuO%!#&bX1OmPDyKnWK6vdP4b6v zr1I>cHjj-74B4s=?GeG7rc2biReS#rX8$s1djNn^OU10cHJtA`tyr(-*aNvaa zm43gNRrX~^*q88TTer>%e0~zi!1^Koy)(dMO7K%uwA+^5J0%s3S%3Ry&2sp~i(k+*Bc_L6c005zg znnFqjr@-?@aVFSNERQNJFd=HCyt4rx0v%3~_r*?@8U-n4#^2%JVmAy}Burb+GJ1tf z?1EoU3#Q)J-}m^R^!tv9wJ>{px~Qsoe(Co1n4;b7UY{9`+UTsaxc+>H6KBkH7J^%6FsUZY;O;O0T!~$vEj7F|!lp&K@u!CLB$6-niy1 z7|?G6A8r8tUEq@;tr1u{b3ylH5ZI#B$#=?JF#p!)#O#|^ilk}xg8jfo0PN|wiFb)$ zl!m>qmZQ^e?*%;r`QccWk`w@9X-RcX68tcj7koy}M#&APhsX;AGIn59ZM~t>!6v{m zEP;-5AhdDVOnHQ%a}0UKFAC)}l&k3}#0`&H`)51$2R{rCci z0PAd=lUo3Mj9_~#zz-N7uny{GOyI+XiY^n8K7Fxde5PEzOw7FgagjI))7!_RHV(i; zRzwA*7?wn#ISRysHnmARfuU z%3VE}pJ4^1-?(qCI5E0>cjr8UpAU6kuSuP9|JI+`#e8Mwm2nc?mmOESB=$J@WgF3q zU^)}{Xq}5J!NV0h-p@>XQZEg}#)xJYzHDz;}J;6nz8Ku76l6c8fo6N<4f+zgSKVNS3F zLj*!(hzW+s;4lb^80tBJ4!_PkLh!_&XMRy@oyWm)g3JK`IxK@rw#N*5REevX=^^L= zV@;-qtdD9=kY#J+C$4o>ekAarc`F^UxuNt7&+hgJpV$uO=di6$l73ymzBSeL;!)l9 zmRalJ@kA}&C;RqUwRq>^Y{!1_=SkeF~4(I5q1t+Do>vgu6`GR|oq)kL zAp00JKAiwM06%8HqmJgAv6d|1r2$5T!$k>tSmU1rACD9@xJja;t)KcAx{xxTa^W`n-zs`5R?m7kUzeRtl? z&y-whKW@LhciK_-UY)e@NIDJB)9nQ9j{-k^fJXrz0v?vEza6TaP5qf=@OtYD4fMFc z`^F8|od=9Z(HRN{%jnhI0KBNL^C;~m%s->%?GZTf_cIT$X+gzz1wI5l zmP`*zTx5F)d{ijlLwyo;L`tVevsP-d2ry;4{+YmsC9V!cub`w0FG)Hv-M|JDE{YfVW>xci>&H$3B>>443zHN6~boq|fykEZZ@ylod*SY#- z*P`>O6*`|TYJJ!V(HrKQGK~PaL!rSQ{9wTF%!9_~aTznOUm+&Wrh77VFlJ8JtQfsaar zOp*jW+-=H)29QH-4_nR2^z<@6*xj-_hD;C3P7>q*=ui`(ZX8n7Y(AF?==4AK2b~^) zpytg1mu;!7@WhVY3;HI8Z`dRgj0wBJ^0d49r#9NU$JY6enqqk6?G3tZ`#Rq$G8}(Y zzq|FS^%zHCWqSU#_3~qXH%l5ilp@K_QI7>d`nd94opV3ma%`DS-}I*yFZ}g0d*8He zL){V%fMIO}_-WU`Po|0E7U+xBKPV6$D0;6$l!~YsQ-RrjqBn3YlkIVY1G+O>zrCTa zqZWu`Bse}|H0I)6bK5TjZ7-&S1)c`M^Msr`Py&J;4x5rusqn(VdK@fz0T0%!d~EKf zA^=h#M*$wLX$5cysu(H{sP9on^?GkEL2gjFV6gXN`8BnHvJ^8D^jHEP%Muq#k+REF zH6U=)qks=tA64qYfMydIA0rr_RvWLlx{(R<3rlyOdZ7@G>YHj##(qdg^<&CW-RiUT zW3Nl=-@m}l0C$lDKNPf5>+@N0edg{%V(F~w9)IhSq0wdV$f$So&jI+!fzWv}Tw=}O zrx*C3jnq3yj#S`0smmP3NNvyjTb>oUS3Qi<*V7_n#(gk5Tm*d&M80ESjSo!>K@Y)C zG}s@@a@U#QM*}`;k~U~p}95vT*=N7@MtZn zTB|zS*14l2%R}H3fHImAHe?#)vDip{PxJWYreR|CaM~a<%a=$S`b|T zK1P5Z)AtR0C~9_sGdO_{uS15DZ;}j_Yf`4(Axq%&`kHdhBVr1gAfnT57M^IGk4hov zVHx|(u$<>-2{hzmvww~(gJJz!u65>tP?XRaAtq%QYmU z;S$>j!!KX`BwxS3>)tOa8`5>VP6RMtTi5M{wQjBN_B=ZSOr+HMa5m8Ttw$oO_xH^H z%X@~$VCTNZ!7ELVo!?_y z5vX;zESn>OPRr(?8KGq&vwYnDZz-0C`XXuqcqH&4%VQY?Kb)e@R&trt2y`sKj{-jO zh}U~}*8R?{I@jN3d@O+voTo#wObp+!Y$JBr(DEd-Vp?@Qr>tLp*K_X`lplGaY**{z zJx4{}Mhv~=|5#rqJXP|vYI@GI1^FG`j$(dvI&|P|J?61-TVq7=_SV#jeLeF^ceLOA z>bqNhIeGr__iQ~A^#DEfh*kifPJkW-etH3rWyh1{V|D$}WYaR-eF5fG;M&HlKdsC~ z8wS4=EzsKT;-7+P=a_{Tm?kF9xle*0x;hj5Q1>%F^H$mBO?FqUcLjhffsZ94BiCm? z;G+Ny!HwG7P(#FE7n$1R^anuvIc}Wz`_<;A|HjHP9}M)Ez(GZ1dq5jxBh2oSBuBd#9Ln19o}P`b?g`OqRVUc#eiSAVtqo_j889p*FLt4*+Sq zK;@so1jQLyYEBlPvvfs3qks&L{Q*#zWQA_TE|9yyzToQwPAb`1CN>3nR6^tq(6WV= zZL}Kr!I7qi)byA;yU6@-wiq=Mq_HK-1AxPFmjpn#S-AOXZNO(RJ_J5yCe8BLD{eOH zs^~dl4io5cqjzXVw?}YVhi6E7i(6pIF=xNT+L(;%%2xgEgEhOM38>h2`UYKfLwdos zL(#=MPxuqyDs2Ek@1U24^^5228Q}j;2aR4y$)TY%IHbFCv7t2z)&yx)2YRmmwD|C| z&;0s>HBNpRWdJ_4&i3m9 z`#AeyXeg$pvqLF&{zGEH-7g{+JS@vzEPaK<%#}u`((Kei>!)poC^RM`L+y<+IK+DI z2YeKuQOu75LW$;YTB}j!OGLt0RMZA z9?DSlpu?xU=2UE9@i#ZjxaQFper7Ye5Q75iSn@)PyV2Dz z*F=qpBYa~h(qqdknIF#aqUJ|VQuoI2Lg-E~Pe_)#Ce2%lHur}F*`L&@_nD&GF)!O#vZAc@yxc z(8^mH<3sS{KMM19!1xgO@JObI#)wL^C~NoxIRHLN>qC7H*&Yg;biw{PH3IBenBkFLEj{Aeu&H1*(2E>X!VLKPWTt^I5}ZU z^{M#)LXUmC>Cju(-SNE6-Y3m)rAvIBYv9C2JMWbC;qIwjZ~-^M*9Q8Z9Fv_F)-F7N zloL3e#p#IbO@lu)HE^z+GoI5g%GDd1A0IFk=qPmbz~ErX`oM4x9bL}Y0J->L{e%4> z>*E!gCBct-P`XH;dZ)N%(X(PUMp|$~M3X~;pAqo=;%vV$X)Gntw+kByjIGeRE;Rt8 z)+d3F>IBo)Kg~w_LIEIkR6uB;qhyRNN?U5}_x`PZj1Y6endNTHtW*sll?*VL9yLgq zWiGB`hGKij^z;TcM;x(3VKc2KFayzqfx$)_&)60RzofdwkG)#3baO3hWf&jh?}hmoff(js4h8jjH5Y$1D3IJbJEJIgN< z{yW(w2d`8UA7jv}3HJHMz>zb$VS3hq*IR5o;v4KdCmi${k!6^7<6{MHytg%f>+ZIf zORA~mX`H?7V3!myv#hnQrbgP@^Z#t^0{Pe0#`*r;{GTE&<^P!Lm!fsr6l|_;nO$UP zSz58T`{mdFTArUeZE?XBF5?Y09xy2l%5E6yp4bAj!_!W_6T7jA0g#?7{eO5QxW>)e zWb2wN?A%g>g9l35@Wr7?rZ-Fh=^Mp4SIU}!Gr-tUr~w~rh5&wgwLSnne9Y3eyr9O>Fek|MPlHl(nM*!5x22mVUHu;U13x`;gZzR)0 zt&cV`f~~OxJOn`ySIQvx$(r?mbake~GwJTssdrCl7reibN9&LODTiMSA ze7NfyEL8Uvk8+2HWJbWFenurZCOG8@qIGOBv2oUpHf^1NM+Nmge4V2y2zvY?L1mkn z9t8wdQlqa9%UxuA2!QCh!=QUJU*o_;4qD`{P|X)3-~re%I{Bm-F+;4!$tShP);*!e z**C2d(T2y3NS1XT!I_4uZ(gDM{Tl`OTWeZYRqXFr%-!L({iidx*0e@`x~a~SEFJ+Z z|F^tBUQidL_04|gGr<2X|HpFkg8w}c+Ck+Fgp)Nqsw#hoF!sD z01!pblk=8|)amz#aTyRIgZ-hoD09HrG!6vS7$26PWGK)B0K_#cb$a+3k7`Y;BiH%4 z!gBp9kYjmN8z2H6OVFb}(T9)Z)1q{hi`@Mcfo!y}(t0v`gPAug!%qkf$R zQ!|dWAn>8#;Upa6bM6%5(ji7fnTtC-hAMTba+d~v&g`gQ!eWix(w}Fb$MotMG~nZ* z0MEA*8wJeY4h4V$Io&-13C;|9prw%KK!QIoKAZyYfKmX#4?z!gKDD>S~@ZZU3MW;tIK+kcE4ruZS&T51S;Za-nxY`lp<``~&a5Wg7^87E# z4z1SjJH33zS0WD`Tj?~TEUY*TEl-P8%X98a{-XO1u3;Tm0qVG@=lZz#uzxAaBwP2L zPAi37#nxS?mw!=qboH~V|M70l+$CRN>`SGSf5rj${Ty};%x=VtswQ01$H6c*dxhk- z+Pf!rIC`dbV|b?#VFFVr1FWS9?1jn63rr>0AV+rq8!(#AJ}h?;@Myk1o|rsN-4DxP z!BKEXM$7wfG(iMo;3$2+W-fRPC9g*zdVW}B%(_p``U{W4#sVcUvcUvCs<}bxZvc2$ z?qWN;WNi9veEI_&ZgvKX{=i3-xS11FSxe;wwFy!TFiTqs_^@+}K0V5ykf4W}9s(bE zw6FxQ1U~kjDHz0hwb9Whr3+qYE$ED`f9|&*l zE?VmcvYvq-`wVblv5s7Z8)p&RLCbcYnq9Q5`O&!xo?UZ=eL{Iqdueb1Dy= ze)nuBZ+vd;KX<>qWaXQm!EAJky-#W-SXu*Sy6ph?-ZR88<{%uv8{yjAhU>8trK}!j zuM`=sKB-3Bz>OaMaCV0<-wX5nSOTMdje=)}8%tkkb7!cQcb3GI+cSrnCQZ2=!;K#V z^8=qB%={zsGbRn5U1)sJSYWPQYX8h5BrG&O1TB1BffaRBphazH6l*ikQL#I!lx6ud zmMqV=L66qeN#JAIu5PK%8wl{w14+%)<33x)uN*fS*jZ$YL5Yb~q?=5de_=A^73IP%=K8`b@?LbD}8VL!z215_4}A$y4tV zQ?Gd(9UqT~jF}ILxNLNN!P|!kkD%mSr7i**Cdk2p9U~0xB1xl%O@Q|fj25}09;35Y zTK6#L2_0Z`S`p2T-YHF>ypP(r#nwT)V{q|LE5v-Q_aO+)zx&}=-uhF1(Hoy_u6?z* zs_CVQ-EGUtcb?4Cl^;px&8*^p@aO0eP~pQA9d6zkT6c#(rKNkuXO*R|-trgqA!L9g z8@TNocKD^zy&K*?OP~XKL08`Jhd;hk{O6k&zx3v~^qcZSM$dddWbCX$bZQyw+~aF) zTqYbH>J-yB+<8Kioon222ls?#d-v2_CN z!45V+EQNU{OVdMwA6(~RxKAt?nb{(H9`!y?pyTT?kvaQ*k&t_b7@u`ZFZdxak>JM+ zd`2Z|9iF`z0+REdj^73kr7J+Q#Wz{pu$S2~Svxpa7RJ!Am-{g|P*X?xRCCEJ^?qE4&N zp;>3u_MCBjTc23Z!1sIxRF@Y^UUZ1vwyP_KT_T^XKeEC-VCveyh&;WU-^_ZKfXQtD zJzWq+nh1P&^C#$Wz^+a!dl3w9LNsV_bD)MThI_@ySu|l2=81$!cZsy=_lul)XnCKr zR3uHl2TTvTG-5e_hh;BqSgG30op}W4iG%y|AfZNPu!Wuz;~DHK3mJ=!EOui_kzyaq zV+n*TlNe=aSYw%ps}U!7bfH%@065I=wVzM~a@&^+ktg zKa_+CcNU$;K*pE(z&8@s71Z*WK@T^8 z3i$9y?H<970z8(W2kaO(KwWUjZ^PQJ4<9#Azx{x5ZPE6VE4EZO%NcrTUH2k;%m1CV z3-bbBh}O4%VVnUbOugA5wh$KSo3}N`RP7V<*M749X_%p{9p;{2d(7Ge8Y=5dc0~ zCmTN_G&<6c1LZ2I>!BwHKd)B^7$Jx~eL^Q0{YK<=WB1%)>lW7<9hcW|-||-vzVkuV z_WxP8weWAB?RkG=!)%n<|<{Zqy$i#cPcg2-KEP zSiAkp?q%gQZ7&s99e=gNaN-TbTX>vbSbF&Vf9ejck4e0BM?m=O!_J;rt*$;p)tZyxIV zxaPGy2YsX3?BGby!%j{5^;iZ4;t-4*eS)WS!Q`}Mn0tJE@R(V80G_olpM1Kgs(Jpl z{aQDsb%x%Lu}-Xi^Cy1>=;}*rbed+dMV5mRYwE@P-@dtF1rpR+lxFl^0h8+;+)~@T z{3msB7sDMNcQy>x`_){kfsWL_40lUJ3wMeH58+5c30b#`tmzMki8CG)=~M0%aT&LY z@u>^N7z_i9!VpqUJXaAe#n5nrM)%j*LM27Zqh)eb8Xk@5(FO~W!Y0`9gD(#OPH%9C zphZx_#PStHp8^6y!a6Q?vh zR)*&%zfAw76Tl4(*ELxL`v36eTDq^vPFH!tfk24YT50t+?!5Lk0c^9uVN+$}tWAdF zd7G;mZ`fGbc;m*ZhTAq)G(3cB^hI6qiT5W?S)#XbO!}I6z&jwfYnVg4X{ddi$uDG@ z01%QOhd@US=T(dlhwD0^m7AL*ZW6dzK-pK8#{))bt?lVE?-K++$>;)&L-}hQ%3q_| z4VnzY(a6}RUEbDjww{6S=L|4Ws@Xt=C5_&tyV}A0^vwVD>jh8y zMNC)I{kEt0bD6!Dq2iI^0)H=|2yB&M%(`Z-(4EkVpckNu*sLqibA$eO&F&FS0G z_0{e9Jw796N_NK`Q`Ozjs^1HG2!Jd=4G~pjUMFd1l zG5Up1?#3LgRvVX?!;$0X?)c3g|5<3*+nKMgXzgop+(P7{L-2 z1&zEZL7Yneoy*oS)``mqbeIhJf3f;`d_ULtPxQC21oktIzu+~sZrwU{eO%le>2yHeqLYoYYS)0pGEGRd0KDWN8VQqTOy?R^M#6z|&2`2-?r*}fj z)^nx(coW**O$0i_o#Vw&hY3;xL}5Qc5XJtE6g~s&kR?Ug7daqVnxJxRxrgP5z%jF= zE|2~`1UzF={$fO{ zC|m#l7rRMBK~&(=ul?sv$@IXhXFfNU1U&|Wu(8hK`iZVe>&HHS&H$66#{39dP6j3w z3xmV?&%E^a6}}<4YXifl=^<*Yw{uNugRxl`gnK4iXLNPI^Fy&eeMi*!{j`ufA<)7E zKJ0=b@UeA=ABdR&;-F8mJflEwk4Eb{SsxzxT!J5zxh&1Y26{YD;_LgqJctwL3;#$C z5uA;B{S4s_V>UWcvtG|QTelh$GiU5D0kVykjE^TKEc=a^jFw#p8vW7s>zCGrY1M5* z9L9bfle|Fx%IgL1RqyY9p=Q7F-crNKypo#cEIP8%ik{5QrzIzy^j~U>PJhh~Z&E5Q zk)Y@NxjwA#3*w*S(S8pn9 zTJg#Huhzt+-ckmzQwNaKjC^n!-aZgLXBY#*W|*YeAq2f-ftVMVAIOwa_^(Rjsywdj zG3W{p$7xww_JlcTAT~PE?jix5UWw@RV#tm!jqzba1c8q#PqAD*(E9ItO>1yaEDwJ_ z!4AjH(1l$(v2zeGOW6QB3h*dqM*}~7;$=$_v()t1SiAN>gIK}x76%6t^iZ$ITx(@|F5op~ed`y`8DLUWnx78~HSkk?K+J#V z{i>(o$+6bfB~c#~F{2&}y9GNr?rPZX+AHp3%c~4Ow!CV=&Idb>WSRKL{HVd6iv8h{ zol&fv^J^HKDnduk6)cId+(qrrKrD~tYl`-^Oo*zKMZn`7G6SY+5GV#>z80+cduJ5k zy(yb{%i6v6SOYy0_#i2Ar^;Qc(lg;P^iJtrp77kS2`rX)qDol zj3xr6CWiTd?ci{ZmKzQjE6U9Wn+P1i4)f>==EOaGn(zTD><`x065OZ_4cEUaYpK@; zKC;mPx<8h;0D1^`$nbcFPnG!wt>$t=re^LDq$x&6J92}g`StMqGx&MLn2^6r z5HA~%8=&c#)B@wt`s7Ks>p$91yB4$bp5C~vY5r%Who!^1mFc-~SBv$XU&LpC%n!j& z(QYt506#2yRYUN+VQa&RnB<$+USSs_!H+GNAMAL#d_$*6kB>6}52h6RX~CpHw#QN+ z$Xy>34PRs8AoyWWG|kuf8WWPFospnaDQmDJyDwA;%L6+ww-C%8LITB{B9!7V?HoZc z=H?5hRRrI!CxDQ2sy)Ma3<5?ZKNWmGvSl4w1u5EwRsn-Undqc1$559EGRghV+OoAf z4hVE>v|e3ObuxC#uG4aM)b)z2B>|QQ&RVEmlTs%&{XJNz^eMd#XOYdVE`J7 zaP|QZ!dx&0=Z1NJA>um4JTYMp-HaV{GLF#9xIjC@by>KuBH^teHiLio#aOPaVndkoBSEJQyC6 zU-%Rwo_7s*i*E^vnqEI~=6(A2KHa@mzx(vlHDJeJ4KSYPjJsvCcE_sK`AMywi|4~K z59oxroOxiAzRq)f**Bw0x1XG{xxDf2((P@l=3f8A8}0!UKO15{emmCB*ZyHMTd<}m z>XoL4UV+mf{KqDTKmqHJM}i(lI6*Tc077ZZ0cA0c#_1iN3J}C8@_g<95F#xlzyzr^ z?gCvQW3Zf{z9!8_33ANAe8XVwIg{D3cs?NT(cV8lgBkdk@H>piTisxIPJ4xBpRo5z z{OYcyzb&uaa~hhS6Hjm4dIa5D?I>@ZvTAxRo@HVEBp34;IFtF=Bf-xW)Tse}Ry_HO zzpi!mNiWB2pL!Rc>{bAYP6WWuRDd7GbnKY4aN}+X)UXPT9@ggDaE28JcGCJ?m7LV~ zDLR?@8>PkhE=PVp^*i(&Vt8`*3DBd$6U+~T8YFjLd>a>Va>>iuGHM%`b%+S=F9XvW8FA3^xv|{rtte zNPYsJjd_6J$8Z6A5QOhk*sv3<$j~sNa({Qyww;}`D|UC?`M{%pdfqc&(%*+V#p~_e z)9c;*CbbT8OzyOGNtOA)(QBd!Lyu8n)g zOH=SnpP#KYr{-7e>U`?=e=b@xHhE#$5XZP$?Bhd^n))Bl0|=u zcU31>AV@t|V23oa0zgb^1Tuq#6er_n20C)5=?2Q(9px<#l)60eerUbVqXvE~0FT8^ z&z$^BNNh&epv-PeRPKN=Bj@ZKi_gBb_V<6;TvooPb4|s*?x)zI%90?N9`26KpvUT{ ze9^3gpY{h~9-z~^uD13{U1hBU84M1{E!=u66&k?n|MYJ8v*S{3T639AOc^wEwE!;1 zoV;^daO`mLodj>IiADk-1Xvyd2@OOL*zma}(BX4}ARhU3u3t-Fqt>{}2hvS`ko+La z=>R*LNLd3vy=*Qz&e(OPo)2`Cx*q5PVdRP&G{uCHoDqM!8%%UNj7^&yVNRMe_aVav z>-T;E8<0P5tUC7irivr;Hg9i;p)st%nh$>3i^uxuFU&JQ;iIPcX|Scxk(~(~Z?Wqu z@#x<_J@D4DmH9dspNR%AKXph{jfi$jlGKKi#d{wx{#0vYOM6ZmxvwJOCj zVP50bcYW?NK=4ChKFhbfnR9#!ha4AIwohP*_r1^dKeq7hm)}D9N_WZ7aRz{!I-k&) zjTm^`4sA>qo*R)HOaL^DUdD$YhnhQl?yYlQTh{Neo`Li73^3^t{E*Gy zf?kgseHp0k@|_(^H&?a3{K^}}`6-j{E4XCXIKvR^7m>DkrNm z`BCHu2WAu6)s1LX2Wyqlf#)r7pKiF+G5TQqq(z2b{O+TI4RExrJ|tc)-`%lvLsjE! z0>Pq+b}ybAt1riSdHGu3)c1G>muB)k$U0($JrQ6~AwO`CGGPEsy>D3J{r%iq+ ze~5Ep!Q~F|2CvW=2chR_K(sh`Wpw};bpr?i1YraY)+DF*YZIz@j&!z z|4?*d1;Ks-j4Yjy&joG<`#OOS7+lHj5co(H-Ck_6FpuMbo^O&7ul2xV zsMF3Tqy1<0;~TGVNvMm@xzq5ASN^HnXgK-K_OHa#<@>sB!6=H!95%Xn`!_*4{b3gg zdf=K(ebkTnf3p5<>lv_~f$!lAFyZO2pt-PVa#mP;7?$_PqcQL>t#rq!JpG>Tg zZd&|8!Q20+$ltQ7eYJjH=W@<9qCXF3YSEC8bU)`I@tjz9cHhGVX8jcx)EQ9ufNMbJ z1C+jK)>*l)I~@+?d4Kpz(egW&zP36zYEHge;G_ZvuQUTd%0X;C8r;C1!272I3~aZf zXPVK;Lk>SRVf+OHpodKd)aGcdna-ZXy3mHhJ+k7p~JLv z?sPThWu0}Z@*vlX^-CA`88{;!n5V*X1je=lBHHk!$RYsxV#~3`k373(RaD&d`9mBh z=+ORdaP&;60~l#Uw1J7~gx;pd!zYtrboER#Ik_d9+))bmrH>C7+y8%Pom>PyENc<; zNHB!FfK8AIAjbruvJt?i2YI5)J7U@?Tkq5pmkb|$WSB?N{-Bt-l{er2Yu&4Bw&d&g zb*}>GS-fe-$-K|E9?jyw*V28bd^lgP1Jk>) zdqb^0wRNa_Z1WXv{HAi3<%6to&2KYil>>|8vVhFg$I`%lDtk(^b-e znIk7o_!ofTu}(|>>0b5LPkz=jphm5r5d!((F!O;Xel94*?61lb>E%1ImP(H;|LyDR zSI@bAMLx#96byBYF${4SS7+~*a1_zx=9Sv)7nIYA=w;r&q}|9{6s zj*-C6qgf#!8w@WPB?LWqP{!)UW~c+;r}YY#*b|r7jXm~r=h(0812T7wPG4Ah-^#Z? zSzEC8FB=U_FIUudFRR$!nfFDx#`r2ncCuak%q(kJS>Ll>AJ#8e&%niV2Ds3v{b8wx z><7CT$cB&sB0ExIXwG5@ta`s#Tv&8`)vy1!;oVu+JYDD=GOg@q!(yt2I3yTc{3h)H z*x7@wkApZiBH9q006%1cdeGM11K=}g0QB^nEdYFa0D5`=csgA}C$>2Tq%~gY9((Xg zkJvqaqo!3uw7hlI@Bg>(-H$8ZEvji=Rei{~*ihSMtH_-<jd!W0qFTRVqy%(zZv{lp$+!2(eBa(Lv(Ujm%K(?wT9=@lqp+%PgjIc$XXw-> zH~;KG1Ld%$vxQqwc9X4FQsd8^#~&T)7FQcEYPun7*8PR|uXz3acm8+#JKOeky|(>; z@g@E4Q_G4$VQ;Q%kQ$!Cio^cYEm#?z3+qa>zT5NR4D`zfk`V?2gnUo{O&}Q{14Phe zJ5DY8y!gmVV1Zt{y>op{;v@!NxVV*4`uWs4R#1=VJZ;{{kArCIFl! z<^hzmnufY3HeKov(>TO6{-{^@)Y^#n>kV^mdZzHX-+%hIPqrL;qqwHy<&D+tE4RR$ zvACvl=I73Apcw}Ef*FRpW*COKq#118v)~(+YjE|SB7a1dN?)7@u>8VfMmjtCl^#uI$bKttlw1XnwbBZ};dns1(zQFpLylc|6U*soU8v29DVxkbn50;)1%iu>+C!IS{<}# z8C1ZH_UHyO-Hh5jJVOAjJOGXWf$|!tlL5+mpgef$<}cH;H-0+-PeYG5e(hU1aHmwy zo>Q-9Za?;N!L)fN7IsbAy|AQq*~0kDNelhL>KEF%#I`R?%$mF~y=2D1?pZq*&Ru>{{.Content}}<> + + {{else if .Content}}{{.Content}}{{end}} + [/INST] + {{end}} +config: | + - name: \"llama-2-7b-chat\" + backend: \"llama\" + parameters: + top_k: 80 + temperature: 0.2 + top_p: 0.7 + model: \"llama-2-7b-chat.Q4_K_M.gguf\" + context_size: 4096 + roles: + function: 'Function Result:' + assistant_function_call: 'Function Call:' + assistant: 'Assistant:' + user: 'User:' + system: 'System:' + template: + chat_message: \"llama-2-7b-chat\" + system_prompt: \"You are a helpful assistant, below is a conversation, please respond with the next message and do not ask follow-up questions\" +``` diff --git a/go.mod b/go.mod new file mode 100644 index 00000000..72149b4c --- /dev/null +++ b/go.mod @@ -0,0 +1,56 @@ +module github.com/sozercan/aikit + +go 1.21 + +require ( + github.com/containerd/containerd v1.7.9 + github.com/moby/buildkit v0.12.3 + github.com/opencontainers/image-spec v1.1.0-rc5 + github.com/pkg/errors v0.9.1 + github.com/sirupsen/logrus v1.9.3 + google.golang.org/grpc v1.59.0 + gopkg.in/yaml.v2 v2.4.0 +) + +require ( + cloud.google.com/go/compute/metadata v0.2.3 // indirect + github.com/AdaLogics/go-fuzz-headers v0.0.0-20230811130428-ced1acdcaa24 // indirect + github.com/Microsoft/go-winio v0.6.1 // indirect + github.com/Microsoft/hcsshim v0.11.4 // indirect + github.com/containerd/continuity v0.4.2 // indirect + github.com/containerd/log v0.1.0 // indirect + github.com/containerd/ttrpc v1.2.2 // indirect + github.com/containerd/typeurl/v2 v2.1.1 // indirect + github.com/docker/distribution v2.8.2+incompatible // indirect + github.com/docker/docker v24.0.0-rc.2.0.20230718135204-8e51b8b59cb8+incompatible // indirect + github.com/docker/go-units v0.5.0 // indirect + github.com/go-logr/logr v1.2.4 // indirect + github.com/go-logr/stdr v1.2.2 // indirect + github.com/gogo/googleapis v1.4.1 // indirect + github.com/gogo/protobuf v1.3.2 // indirect + github.com/golang/protobuf v1.5.3 // indirect + github.com/google/shlex v0.0.0-20191202100458-e7afc7fbc510 // indirect + github.com/grpc-ecosystem/go-grpc-middleware v1.3.0 // indirect + github.com/in-toto/in-toto-golang v0.5.0 // indirect + github.com/klauspost/compress v1.16.3 // indirect + github.com/kr/text v0.2.0 // indirect + github.com/moby/locker v1.0.1 // indirect + github.com/moby/sys/signal v0.7.0 // indirect + github.com/opencontainers/go-digest v1.0.0 // indirect + github.com/secure-systems-lab/go-securesystemslib v0.4.0 // indirect + github.com/shibumi/go-pathspec v1.3.0 // indirect + github.com/tonistiigi/fsutil v0.0.0-20230629203738-36ef4d8c0dbb // indirect + go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.45.0 // indirect + go.opentelemetry.io/otel v1.19.0 // indirect + go.opentelemetry.io/otel/metric v1.19.0 // indirect + go.opentelemetry.io/otel/trace v1.19.0 // indirect + golang.org/x/crypto v0.14.0 // indirect + golang.org/x/mod v0.11.0 // indirect + golang.org/x/net v0.17.0 // indirect + golang.org/x/sync v0.3.0 // indirect + golang.org/x/sys v0.13.0 // indirect + golang.org/x/text v0.13.0 // indirect + golang.org/x/tools v0.10.0 // indirect + google.golang.org/genproto/googleapis/rpc v0.0.0-20230822172742-b8732ec3820d // indirect + google.golang.org/protobuf v1.31.0 // indirect +) diff --git a/go.sum b/go.sum new file mode 100644 index 00000000..b165cb49 --- /dev/null +++ b/go.sum @@ -0,0 +1,245 @@ +cloud.google.com/go v0.26.0 h1:e0WKqKTd5BnrG8aKH3J3h+QvEIQtSUcf2n5UZ5ZgLtQ= +cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= +cloud.google.com/go/compute v1.23.0 h1:tP41Zoavr8ptEqaW6j+LQOnyBBhO7OkOMAGrgLopTwY= +cloud.google.com/go/compute v1.23.0/go.mod h1:4tCnrn48xsqlwSAiLf1HXMQk8CONslYbdiEZc9FEIbM= +cloud.google.com/go/compute/metadata v0.2.3 h1:mg4jlk7mCAj6xXp9UJ4fjI9VUI5rubuGBW5aJ7UnBMY= +cloud.google.com/go/compute/metadata v0.2.3/go.mod h1:VAV5nSsACxMJvgaAuX6Pk2AawlZn8kiOGuCv6gTkwuA= +github.com/AdaLogics/go-fuzz-headers v0.0.0-20230811130428-ced1acdcaa24 h1:bvDV9vkmnHYOMsOr4WLk+Vo07yKIzd94sVoIqshQ4bU= +github.com/AdaLogics/go-fuzz-headers v0.0.0-20230811130428-ced1acdcaa24/go.mod h1:8o94RPi1/7XTJvwPpRSzSUedZrtlirdB3r9Z20bi2f8= +github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU= +github.com/Microsoft/go-winio v0.6.1 h1:9/kr64B9VUZrLm5YYwbGtUJnMgqWVOdUAXu6Migciow= +github.com/Microsoft/go-winio v0.6.1/go.mod h1:LRdKpFKfdobln8UmuiYcKPot9D2v6svN5+sAH+4kjUM= +github.com/Microsoft/hcsshim v0.11.4 h1:68vKo2VN8DE9AdN4tnkWnmdhqdbpUFM8OF3Airm7fz8= +github.com/Microsoft/hcsshim v0.11.4/go.mod h1:smjE4dvqPX9Zldna+t5FG3rnoHhaB7QYxPRqGcpAD9w= +github.com/census-instrumentation/opencensus-proto v0.2.1/go.mod h1:f6KPmirojxKA12rnyqOA5BBL4O983OfeGPqjHWSTneU= +github.com/client9/misspell v0.3.4/go.mod h1:qj6jICC3Q7zFZvVWo7KLAzC3yx5G7kyvSDkc90ppPyw= +github.com/cncf/udpa/go v0.0.0-20191209042840-269d4d468f6f/go.mod h1:M8M6+tZqaGXZJjfX53e64911xZQV5JYwmTeXPW+k8Sc= +github.com/cncf/xds/go v0.0.0-20230607035331-e9ce68804cb4 h1:/inchEIKaYC1Akx+H+gqO04wryn5h75LSazbRlnya1k= +github.com/cncf/xds/go v0.0.0-20230607035331-e9ce68804cb4/go.mod h1:eXthEFrGJvWHgFFCl3hGmgk+/aYT6PnTQLykKQRLhEs= +github.com/codahale/rfc6979 v0.0.0-20141003034818-6a90f24967eb h1:EDmT6Q9Zs+SbUoc7Ik9EfrFqcylYqgPZ9ANSbTAntnE= +github.com/codahale/rfc6979 v0.0.0-20141003034818-6a90f24967eb/go.mod h1:ZjrT6AXHbDs86ZSdt/osfBi5qfexBrKUdONk989Wnk4= +github.com/containerd/cgroups v1.1.0 h1:v8rEWFl6EoqHB+swVNjVoCJE8o3jX7e8nqBGPLaDFBM= +github.com/containerd/cgroups v1.1.0/go.mod h1:6ppBcbh/NOOUU+dMKrykgaBnK9lCIBxHqJDGwsa1mIw= +github.com/containerd/containerd v1.7.9 h1:KOhK01szQbM80YfW1H6RZKh85PHGqY/9OcEZ35Je8sc= +github.com/containerd/containerd v1.7.9/go.mod h1:0/W44LWEYfSHoxBtsHIiNU/duEkgpMokemafHVCpq9Y= +github.com/containerd/continuity v0.4.2 h1:v3y/4Yz5jwnvqPKJJ+7Wf93fyWoCB3F5EclWG023MDM= +github.com/containerd/continuity v0.4.2/go.mod h1:F6PTNCKepoxEaXLQp3wDAjygEnImnZ/7o4JzpodfroQ= +github.com/containerd/log v0.1.0 h1:TCJt7ioM2cr/tfR8GPbGf9/VRAX8D2B4PjzCpfX540I= +github.com/containerd/log v0.1.0/go.mod h1:VRRf09a7mHDIRezVKTRCrOq78v577GXq3bSa3EhrzVo= +github.com/containerd/ttrpc v1.2.2 h1:9vqZr0pxwOF5koz6N0N3kJ0zDHokrcPxIR/ZR2YFtOs= +github.com/containerd/ttrpc v1.2.2/go.mod h1:sIT6l32Ph/H9cvnJsfXM5drIVzTr5A2flTf1G5tYZak= +github.com/containerd/typeurl/v2 v2.1.1 h1:3Q4Pt7i8nYwy2KmQWIw2+1hTvwTE/6w9FqcttATPO/4= +github.com/containerd/typeurl/v2 v2.1.1/go.mod h1:IDp2JFvbwZ31H8dQbEIY7sDl2L3o3HZj1hsSQlywkQ0= +github.com/creack/pty v1.1.9/go.mod h1:oKZEueFk5CKHvIhNR5MUki03XCEU+Q6VDXinZuGJ33E= +github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38= +github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c= +github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38= +github.com/docker/distribution v2.8.2+incompatible h1:T3de5rq0dB1j30rp0sA2rER+m322EBzniBPB6ZIzuh8= +github.com/docker/distribution v2.8.2+incompatible/go.mod h1:J2gT2udsDAN96Uj4KfcMRqY0/ypR+oyYUYmja8H+y+w= +github.com/docker/docker v24.0.0-rc.2.0.20230718135204-8e51b8b59cb8+incompatible h1:qMc+sk+l2GSLokgRA1uuKgkUVQ/vhAm4LYHC5rtSMq0= +github.com/docker/docker v24.0.0-rc.2.0.20230718135204-8e51b8b59cb8+incompatible/go.mod h1:eEKB0N0r5NX/I1kEveEz05bcu8tLC/8azJZsviup8Sk= +github.com/docker/go-units v0.5.0 h1:69rxXcBk27SvSaaxTtLh/8llcHD8vYHT7WSdRZ/jvr4= +github.com/docker/go-units v0.5.0/go.mod h1:fgPhTUdO+D/Jk86RDLlptpiXQzgHJF7gydDDbaIK4Dk= +github.com/envoyproxy/go-control-plane v0.9.0/go.mod h1:YTl/9mNaCwkRvm6d1a2C3ymFceY/DCBVvsKhRF0iEA4= +github.com/envoyproxy/go-control-plane v0.9.1-0.20191026205805-5f8ba28d4473/go.mod h1:YTl/9mNaCwkRvm6d1a2C3ymFceY/DCBVvsKhRF0iEA4= +github.com/envoyproxy/go-control-plane v0.9.4/go.mod h1:6rpuAdCZL397s3pYoYcLgu1mIlRU8Am5FuJP05cCM98= +github.com/envoyproxy/protoc-gen-validate v0.1.0/go.mod h1:iSmxcyjqTsJpI2R4NaDN7+kN2VEUnK/pcBlmesArF7c= +github.com/envoyproxy/protoc-gen-validate v1.0.2 h1:QkIBuU5k+x7/QXPvPPnWXWlCdaBFApVqftFV6k087DA= +github.com/envoyproxy/protoc-gen-validate v1.0.2/go.mod h1:GpiZQP3dDbg4JouG/NNS7QWXpgx6x8QiMKdmN72jogE= +github.com/go-kit/kit v0.9.0/go.mod h1:xBxKIO96dXMWWy0MnWVtmwkA9/13aqxPnvrjFYMA2as= +github.com/go-logfmt/logfmt v0.4.0/go.mod h1:3RMwSq7FuexP4Kalkev3ejPJsZTpXXBr9+V4qmtdjCk= +github.com/go-logr/logr v1.2.2/go.mod h1:jdQByPbusPIv2/zmleS9BjJVeZ6kBagPoEUsqbVz/1A= +github.com/go-logr/logr v1.2.4 h1:g01GSCwiDw2xSZfjJ2/T9M+S6pFdcNtFYsp+Y43HYDQ= +github.com/go-logr/logr v1.2.4/go.mod h1:jdQByPbusPIv2/zmleS9BjJVeZ6kBagPoEUsqbVz/1A= +github.com/go-logr/stdr v1.2.2 h1:hSWxHoqTgW2S2qGc0LTAI563KZ5YKYRhT3MFKZMbjag= +github.com/go-logr/stdr v1.2.2/go.mod h1:mMo/vtBO5dYbehREoey6XUKy/eSumjCCveDpRre4VKE= +github.com/go-stack/stack v1.8.0/go.mod h1:v0f6uXyyMGvRgIKkXu+yp6POWl0qKG85gN/melR3HDY= +github.com/gogo/googleapis v1.4.1 h1:1Yx4Myt7BxzvUr5ldGSbwYiZG6t9wGBZ+8/fX3Wvtq0= +github.com/gogo/googleapis v1.4.1/go.mod h1:2lpHqI5OcWCtVElxXnPt+s8oJvMpySlOyM6xDCrzib4= +github.com/gogo/protobuf v1.3.2 h1:Ov1cvc58UF3b5XjBnZv7+opcTcQFZebYjWzi34vdm4Q= +github.com/gogo/protobuf v1.3.2/go.mod h1:P1XiOD3dCwIKUDQYPy72D8LYyHL2YPYrpS2s69NZV8Q= +github.com/golang/glog v0.0.0-20160126235308-23def4e6c14b/go.mod h1:SBH7ygxi8pfUlaOkMMuAQtPIUF8ecWP5IEl/CR7VP2Q= +github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da h1:oI5xCqsCo564l8iNU+DwB5epxmsaqB+rhGL0m5jtYqE= +github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da/go.mod h1:cIg4eruTrX1D+g88fzRXU5OdNfaM+9IcxsU14FzY7Hc= +github.com/golang/mock v1.1.1/go.mod h1:oTYuIxOrZwtPieC+H1uAHpcLFnEyAGVDL/k47Jfbm0A= +github.com/golang/protobuf v1.2.0/go.mod h1:6lQm79b+lXiMfvg/cZm0SGofjICqVBUtrP5yJMmIC1U= +github.com/golang/protobuf v1.3.2/go.mod h1:6lQm79b+lXiMfvg/cZm0SGofjICqVBUtrP5yJMmIC1U= +github.com/golang/protobuf v1.3.3/go.mod h1:vzj43D7+SQXF/4pzW/hwtAqwc6iTitCiVSaWz5lYuqw= +github.com/golang/protobuf v1.5.0/go.mod h1:FsONVRAS9T7sI+LIUmWTfcYkHO4aIWwzhcaSAoJOfIk= +github.com/golang/protobuf v1.5.3 h1:KhyjKVUg7Usr/dYsdSqoFveMYd5ko72D+zANwlG1mmg= +github.com/golang/protobuf v1.5.3/go.mod h1:XVQd3VNwM+JqD3oG2Ue2ip4fOMUkwXdXDdiuN0vRsmY= +github.com/google/go-cmp v0.2.0/go.mod h1:oXzfMopK8JAjlY9xF4vHSVASa0yLyX7SntLO5aqRK0M= +github.com/google/go-cmp v0.5.4/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE= +github.com/google/go-cmp v0.5.5/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE= +github.com/google/go-cmp v0.5.9 h1:O2Tfq5qg4qc4AmwVlvv0oLiVAGB7enBSJ2x2DqQFi38= +github.com/google/go-cmp v0.5.9/go.mod h1:17dUlkBOakJ0+DkrSSNjCkIjxS6bF9zb3elmeNGIjoY= +github.com/google/shlex v0.0.0-20191202100458-e7afc7fbc510 h1:El6M4kTTCOh6aBiKaUGG7oYTSPP8MxqL4YI3kZKwcP4= +github.com/google/shlex v0.0.0-20191202100458-e7afc7fbc510/go.mod h1:pupxD2MaaD3pAXIBCelhxNneeOaAeabZDe5s4K6zSpQ= +github.com/grpc-ecosystem/go-grpc-middleware v1.3.0 h1:+9834+KizmvFV7pXQGSXQTsaWhq2GjuNUt0aUU0YBYw= +github.com/grpc-ecosystem/go-grpc-middleware v1.3.0/go.mod h1:z0ButlSOZa5vEBq9m2m2hlwIgKw+rp3sdCBRoJY+30Y= +github.com/in-toto/in-toto-golang v0.5.0 h1:hb8bgwr0M2hGdDsLjkJ3ZqJ8JFLL/tgYdAxF/XEFBbY= +github.com/in-toto/in-toto-golang v0.5.0/go.mod h1:/Rq0IZHLV7Ku5gielPT4wPHJfH1GdHMCq8+WPxw8/BE= +github.com/kisielk/errcheck v1.5.0/go.mod h1:pFxgyoBC7bSaBwPgfKdkLd5X25qrDl4LWUI2bnpBCr8= +github.com/kisielk/gotool v1.0.0/go.mod h1:XhKaO+MFFWcvkIS/tQcRk01m1F5IRFswLeQ+oQHNcck= +github.com/klauspost/compress v1.16.3 h1:XuJt9zzcnaz6a16/OU53ZjWp/v7/42WcR5t2a0PcNQY= +github.com/klauspost/compress v1.16.3/go.mod h1:ntbaceVETuRiXiv4DpjP66DpAtAGkEQskQzEyD//IeE= +github.com/konsorten/go-windows-terminal-sequences v1.0.1/go.mod h1:T0+1ngSBFLxvqU3pZ+m/2kptfBszLMUkC4ZK/EgS/cQ= +github.com/kr/logfmt v0.0.0-20140226030751-b84e30acd515/go.mod h1:+0opPa2QZZtGFBFZlji/RkVcI2GknAs/DXo4wKdlNEc= +github.com/kr/pretty v0.2.0 h1:s5hAObm+yFO5uHYt5dYjxi2rXrsnmRpJx4OYvIWUaQs= +github.com/kr/pretty v0.2.0/go.mod h1:ipq/a2n7PKx3OHsz4KJII5eveXtPO4qwEXGdVfWzfnI= +github.com/kr/text v0.2.0 h1:5Nx0Ya0ZqY2ygV366QzturHI13Jq95ApcVaJBhpS+AY= +github.com/kr/text v0.2.0/go.mod h1:eLer722TekiGuMkidMxC/pM04lWEeraHUUmBw8l2grE= +github.com/moby/buildkit v0.12.3 h1:cFaPVnyC0PwAP5xHHfzdU5v9rgQrCi6HnGSg3WuFKp4= +github.com/moby/buildkit v0.12.3/go.mod h1:adB4y0SxxX8trnrY+oEulb48ODLqPO6pKMF0ppGcCoI= +github.com/moby/locker v1.0.1 h1:fOXqR41zeveg4fFODix+1Ch4mj/gT0NE1XJbp/epuBg= +github.com/moby/locker v1.0.1/go.mod h1:S7SDdo5zpBK84bzzVlKr2V0hz+7x9hWbYC/kq7oQppc= +github.com/moby/sys/mountinfo v0.6.2 h1:BzJjoreD5BMFNmD9Rus6gdd1pLuecOFPt8wC+Vygl78= +github.com/moby/sys/mountinfo v0.6.2/go.mod h1:IJb6JQeOklcdMU9F5xQ8ZALD+CUr5VlGpwtX+VE0rpI= +github.com/moby/sys/signal v0.7.0 h1:25RW3d5TnQEoKvRbEKUGay6DCQ46IxAVTT9CUMgmsSI= +github.com/moby/sys/signal v0.7.0/go.mod h1:GQ6ObYZfqacOwTtlXvcmh9A26dVRul/hbOZn88Kg8Tg= +github.com/opencontainers/go-digest v1.0.0 h1:apOUWs51W5PlhuyGyz9FCeeBIOUDA/6nW8Oi/yOhh5U= +github.com/opencontainers/go-digest v1.0.0/go.mod h1:0JzlMkj0TRzQZfJkVvzbP0HBR3IKzErnv2BNG4W4MAM= +github.com/opencontainers/image-spec v1.1.0-rc5 h1:Ygwkfw9bpDvs+c9E34SdgGOj41dX/cbdlwvlWt0pnFI= +github.com/opencontainers/image-spec v1.1.0-rc5/go.mod h1:X4pATf0uXsnn3g5aiGIsVnJBR4mxhKzfwmvK/B2NTm8= +github.com/opentracing/opentracing-go v1.1.0/go.mod h1:UkNAQd3GIcIGf0SeVgPpRdFStlNbqXla1AfSYxPUl2o= +github.com/pkg/errors v0.8.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0= +github.com/pkg/errors v0.9.1 h1:FEBLx1zS214owpjy7qsBeixbURkuhQAwrK5UwLGTwt4= +github.com/pkg/errors v0.9.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0= +github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM= +github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4= +github.com/prometheus/client_model v0.0.0-20190812154241-14fe0d1b01d4/go.mod h1:xMI15A0UPsDsEKsMN9yxemIoYk6Tm2C1GtYGdfGttqA= +github.com/prometheus/procfs v0.6.0/go.mod h1:cz+aTbrPOrUb4q7XlbU9ygM+/jj0fzG6c1xBZuNvfVA= +github.com/prometheus/procfs v0.9.0 h1:wzCHvIvM5SxWqYvwgVL7yJY8Lz3PKn49KQtpgMYJfhI= +github.com/prometheus/procfs v0.9.0/go.mod h1:+pB4zwohETzFnmlpe6yd2lSc+0/46IYZRB/chUwxUZY= +github.com/secure-systems-lab/go-securesystemslib v0.4.0 h1:b23VGrQhTA8cN2CbBw7/FulN9fTtqYUdS5+Oxzt+DUE= +github.com/secure-systems-lab/go-securesystemslib v0.4.0/go.mod h1:FGBZgq2tXWICsxWQW1msNf49F0Pf2Op5Htayx335Qbs= +github.com/shibumi/go-pathspec v1.3.0 h1:QUyMZhFo0Md5B8zV8x2tesohbb5kfbpTi9rBnKh5dkI= +github.com/shibumi/go-pathspec v1.3.0/go.mod h1:Xutfslp817l2I1cZvgcfeMQJG5QnU2lh5tVaaMCl3jE= +github.com/sirupsen/logrus v1.4.2/go.mod h1:tLMulIdttU9McNUspp0xgXVQah82FyeX6MwdIuYE2rE= +github.com/sirupsen/logrus v1.8.1/go.mod h1:yWOB1SBYBC5VeMP7gHvWumXLIWorT60ONWic61uBYv0= +github.com/sirupsen/logrus v1.9.3 h1:dueUQJ1C2q9oE3F7wvmSGAaVtTmUizReu6fjN8uqzbQ= +github.com/sirupsen/logrus v1.9.3/go.mod h1:naHLuLoDiP4jHNo9R0sCBMtWGeIprob74mVsIT4qYEQ= +github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME= +github.com/stretchr/objx v0.1.1/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME= +github.com/stretchr/testify v1.2.2/go.mod h1:a8OnRcib4nhh0OaRAV+Yts87kKdq0PP7pXfy6kDkUVs= +github.com/stretchr/testify v1.4.0/go.mod h1:j7eGeouHqKxXV5pUuKE4zz7dFj8WfuZ+81PSLYec5m4= +github.com/stretchr/testify v1.7.0/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg= +github.com/stretchr/testify v1.8.4 h1:CcVxjf3Q8PM0mHUKJCdn+eZZtm5yQwehR5yeSVQQcUk= +github.com/stretchr/testify v1.8.4/go.mod h1:sz/lmYIOXD/1dqDmKjjqLyZ2RngseejIcXlSw2iwfAo= +github.com/tonistiigi/fsutil v0.0.0-20230629203738-36ef4d8c0dbb h1:uUe8rNyVXM8moActoBol6Xf6xX2GMr7SosR2EywMvGg= +github.com/tonistiigi/fsutil v0.0.0-20230629203738-36ef4d8c0dbb/go.mod h1:SxX/oNQ/ag6Vaoli547ipFK9J7BZn5JqJG0JE8lf8bA= +github.com/yuin/goldmark v1.1.27/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74= +github.com/yuin/goldmark v1.2.1/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74= +go.opencensus.io v0.24.0 h1:y73uSU6J157QMP2kn2r30vwW1A2W2WFwSCGnAVxeaD0= +go.opencensus.io v0.24.0/go.mod h1:vNK8G9p7aAivkbmorf4v+7Hgx+Zs0yY+0fOtgBfjQKo= +go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.45.0 h1:RsQi0qJ2imFfCvZabqzM9cNXBG8k6gXMv1A0cXRmH6A= +go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.45.0/go.mod h1:vsh3ySueQCiKPxFLvjWC4Z135gIa34TQ/NSqkDTZYUM= +go.opentelemetry.io/otel v1.19.0 h1:MuS/TNf4/j4IXsZuJegVzI1cwut7Qc00344rgH7p8bs= +go.opentelemetry.io/otel v1.19.0/go.mod h1:i0QyjOq3UPoTzff0PJB2N66fb4S0+rSbSB15/oyH9fY= +go.opentelemetry.io/otel/metric v1.19.0 h1:aTzpGtV0ar9wlV4Sna9sdJyII5jTVJEvKETPiOKwvpE= +go.opentelemetry.io/otel/metric v1.19.0/go.mod h1:L5rUsV9kM1IxCj1MmSdS+JQAcVm319EUrDVLrt7jqt8= +go.opentelemetry.io/otel/trace v1.19.0 h1:DFVQmlVbfVeOuBRrwdtaehRrWiL1JoVs9CPIQ1Dzxpg= +go.opentelemetry.io/otel/trace v1.19.0/go.mod h1:mfaSyvGyEJEI0nyV2I4qhNQnbBOUUmYZpYojqMnX2vo= +go.uber.org/atomic v1.4.0/go.mod h1:gD2HeocX3+yG+ygLZcrzQJaqmWj9AIm7n08wl/qW/PE= +go.uber.org/multierr v1.1.0/go.mod h1:wR5kodmAFQ0UK8QlbwjlSNy0Z68gJhDJUG5sjR94q/0= +go.uber.org/zap v1.10.0/go.mod h1:vwi/ZaCAaUcBkycHslxD9B2zi4UTXhF60s6SWpuDF0Q= +golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w= +golang.org/x/crypto v0.0.0-20191011191535-87dc89f01550/go.mod h1:yigFU9vqHzYiE8UmvKecakEJjdnWj3jj499lnFckfCI= +golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto= +golang.org/x/crypto v0.14.0 h1:wBqGXzWJW6m1XrIKlAH0Hs1JJ7+9KBwnIO8v66Q9cHc= +golang.org/x/crypto v0.14.0/go.mod h1:MVFd36DqK4CsrnJYDkBA3VC4m2GkXAM0PvzMCn4JQf4= +golang.org/x/exp v0.0.0-20190121172915-509febef88a4/go.mod h1:CJ0aWSM057203Lf6IL+f9T1iT9GByDxfZKAQTCR3kQA= +golang.org/x/lint v0.0.0-20181026193005-c67002cb31c3/go.mod h1:UVdnD1Gm6xHRNCYTkRU2/jEulfH38KcIWyp/GAMgvoE= +golang.org/x/lint v0.0.0-20190227174305-5b3e6a55c961/go.mod h1:wehouNa3lNwaWXcvxsM5YxQ5yQlVC4a0KAMCusXpPoU= +golang.org/x/lint v0.0.0-20190313153728-d0100b6bd8b3/go.mod h1:6SW0HCj/g11FgYtHlgUYUwCkIfeOF89ocIRzGO/8vkc= +golang.org/x/mod v0.2.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA= +golang.org/x/mod v0.3.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA= +golang.org/x/mod v0.11.0 h1:bUO06HqtnRcc/7l71XBe4WcqTZ+3AH1J59zWDDwLKgU= +golang.org/x/mod v0.11.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs= +golang.org/x/net v0.0.0-20180724234803-3673e40ba225/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= +golang.org/x/net v0.0.0-20180826012351-8a410e7b638d/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= +golang.org/x/net v0.0.0-20190213061140-3a22650c66bd/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= +golang.org/x/net v0.0.0-20190311183353-d8887717615a/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg= +golang.org/x/net v0.0.0-20190404232315-eb5bcb51f2a3/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg= +golang.org/x/net v0.0.0-20190620200207-3b0461eec859/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= +golang.org/x/net v0.0.0-20200226121028-0de0cce0169b/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= +golang.org/x/net v0.0.0-20201021035429-f5854403a974/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU= +golang.org/x/net v0.17.0 h1:pVaXccu2ozPjCXewfr1S7xza/zcXTity9cCdXQYSjIM= +golang.org/x/net v0.17.0/go.mod h1:NxSsAGuq816PNPmqtQdLE42eU2Fs7NoRIZrHJAlaCOE= +golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U= +golang.org/x/oauth2 v0.11.0 h1:vPL4xzxBM4niKCW6g9whtaWVXTJf1U5e4aZxxFx/gbU= +golang.org/x/oauth2 v0.11.0/go.mod h1:LdF7O/8bLR/qWK9DrpXmbHLTouvRHK0SgJl0GmDBchk= +golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= +golang.org/x/sync v0.0.0-20181108010431-42b317875d0f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= +golang.org/x/sync v0.0.0-20190423024810-112230192c58/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= +golang.org/x/sync v0.0.0-20190911185100-cd5d95a43a6e/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= +golang.org/x/sync v0.0.0-20201020160332-67f06af15bc9/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= +golang.org/x/sync v0.0.0-20201207232520-09787c993a3a/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= +golang.org/x/sync v0.3.0 h1:ftCYgMx6zT/asHUrPw8BLLscYtGznsLAnjq5RH9P66E= +golang.org/x/sync v0.3.0/go.mod h1:FU7BRWz2tNW+3quACPkgCx/L+uEAv1htQ0V83Z9Rj+Y= +golang.org/x/sys v0.0.0-20180830151530-49385e6e1522/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY= +golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY= +golang.org/x/sys v0.0.0-20190412213103-97732733099d/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20190422165155-953cdadca894/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20191026070338-33540a1f6037/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20200930185726-fdedc70b468f/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20210124154548-22da62e12c0c/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20211025201205-69cdffdb9359/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= +golang.org/x/sys v0.0.0-20220715151400-c0bba94af5f8/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= +golang.org/x/sys v0.1.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= +golang.org/x/sys v0.13.0 h1:Af8nKPmuFypiUBjVoU9V20FiaFXOcuZI21p0ycVYYGE= +golang.org/x/sys v0.13.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= +golang.org/x/term v0.13.0 h1:bb+I9cTfFazGW51MZqBVmZy7+JEJMouUHTUSKVQLBek= +golang.org/x/term v0.13.0/go.mod h1:LTmsnFJwVN6bCy1rVCoS+qHT1HhALEFxKncY3WNNh4U= +golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ= +golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ= +golang.org/x/text v0.13.0 h1:ablQoSUd0tRdKxZewP80B+BaqeKJuVhuRxj/dkrun3k= +golang.org/x/text v0.13.0/go.mod h1:TvPlkZtksWOMsz7fbANvkp4WM8x/WCo/om8BMLbz+aE= +golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ= +golang.org/x/tools v0.0.0-20190114222345-bf090417da8b/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ= +golang.org/x/tools v0.0.0-20190226205152-f727befe758c/go.mod h1:9Yl7xja0Znq3iFh3HoIrodX9oNMXvdceNzlUR8zjMvY= +golang.org/x/tools v0.0.0-20190311212946-11955173bddd/go.mod h1:LCzVGOaR6xXOjkQ3onu1FJEFr0SW1gC7cKk1uF8kGRs= +golang.org/x/tools v0.0.0-20190524140312-2c0ae7006135/go.mod h1:RgjU9mgBXZiqYHBnxXauZ1Gv1EHHAz9KjViQ78xBX0Q= +golang.org/x/tools v0.0.0-20191119224855-298f0cb1881e/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo= +golang.org/x/tools v0.0.0-20200619180055-7c47624df98f/go.mod h1:EkVYQZoAsY45+roYkvgYkIh4xh/qjgUK9TdY2XT94GE= +golang.org/x/tools v0.0.0-20210106214847-113979e3529a/go.mod h1:emZCQorbCU4vsT4fOWvOPXz4eW1wZW4PmDk9uLelYpA= +golang.org/x/tools v0.10.0 h1:tvDr/iQoUqNdohiYm0LmmKcBk+q86lb9EprIUFhHHGg= +golang.org/x/tools v0.10.0/go.mod h1:UJwyiVBsOA2uwvK/e5OY3GTpDUJriEd+/YlqAwLPmyM= +golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0= +golang.org/x/xerrors v0.0.0-20191011141410-1b5146add898/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0= +golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0= +golang.org/x/xerrors v0.0.0-20200804184101-5ec99f83aff1/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0= +google.golang.org/appengine v1.1.0/go.mod h1:EbEs0AVv82hx2wNQdGPgUI5lhzA/G0D9YwlJXL52JkM= +google.golang.org/appengine v1.4.0/go.mod h1:xpcJRLb0r/rnEns0DIKYYv+WjYCduHsrkT7/EB5XEv4= +google.golang.org/appengine v1.6.7 h1:FZR1q0exgwxzPzp/aF+VccGrSfxfPpkBqjIIEq3ru6c= +google.golang.org/appengine v1.6.7/go.mod h1:8WjMMxjGQR8xUklV/ARdw2HLXBOI7O7uCIDZVag1xfc= +google.golang.org/genproto v0.0.0-20180817151627-c66870c02cf8/go.mod h1:JiN7NxoALGmiZfu7CAH4rXhgtRTLTxftemlI0sWmxmc= +google.golang.org/genproto v0.0.0-20190819201941-24fa4b261c55/go.mod h1:DMBHOl98Agz4BDEuKkezgsaosCRResVns1a3J2ZsMNc= +google.golang.org/genproto v0.0.0-20200224152610-e50cd9704f63/go.mod h1:55QSHmfGQM9UVYDPBsyGGes0y52j32PQ3BqQfXhyH3c= +google.golang.org/genproto v0.0.0-20200423170343-7949de9c1215/go.mod h1:55QSHmfGQM9UVYDPBsyGGes0y52j32PQ3BqQfXhyH3c= +google.golang.org/genproto/googleapis/rpc v0.0.0-20230822172742-b8732ec3820d h1:uvYuEyMHKNt+lT4K3bN6fGswmK8qSvcreM3BwjDh+y4= +google.golang.org/genproto/googleapis/rpc v0.0.0-20230822172742-b8732ec3820d/go.mod h1:+Bk1OCOj40wS2hwAMA+aCW9ypzm63QTBBHp6lQ3p+9M= +google.golang.org/grpc v1.19.0/go.mod h1:mqu4LbDTu4XGKhr4mRzUsmM4RtVoemTSY81AxZiDr8c= +google.golang.org/grpc v1.23.0/go.mod h1:Y5yQAOtifL1yxbo5wqy6BxZv8vAUGQwXBOALyacEbxg= +google.golang.org/grpc v1.25.1/go.mod h1:c3i+UQWmh7LiEpx4sFZnkU36qjEYZ0imhYfXVyQciAY= +google.golang.org/grpc v1.27.0/go.mod h1:qbnxyOmOxrQa7FizSgH+ReBfzJrCY1pSN7KXBS8abTk= +google.golang.org/grpc v1.27.1/go.mod h1:qbnxyOmOxrQa7FizSgH+ReBfzJrCY1pSN7KXBS8abTk= +google.golang.org/grpc v1.29.1/go.mod h1:itym6AZVZYACWQqET3MqgPpjcuV5QH3BxFS3IjizoKk= +google.golang.org/grpc v1.59.0 h1:Z5Iec2pjwb+LEOqzpB2MR12/eKFhDPhuqW91O+4bwUk= +google.golang.org/grpc v1.59.0/go.mod h1:aUPDwccQo6OTjy7Hct4AfBPD1GptF4fyUjIkQ9YtF98= +google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp09yW+WbY/TyQbw= +google.golang.org/protobuf v1.26.0/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc= +google.golang.org/protobuf v1.27.1/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc= +google.golang.org/protobuf v1.31.0 h1:g0LDEJHgrBl9N9r17Ru3sqWhkIx2NB67okBHPwC7hs8= +google.golang.org/protobuf v1.31.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I= +gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0= +gopkg.in/check.v1 v1.0.0-20190902080502-41f04d3bba15 h1:YR8cESwS4TdDjEe65xsg0ogRM/Nc3DYOhEAlW+xobZo= +gopkg.in/check.v1 v1.0.0-20190902080502-41f04d3bba15/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0= +gopkg.in/yaml.v2 v2.2.2/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI= +gopkg.in/yaml.v2 v2.4.0 h1:D8xgwECY7CYvx+Y2n4sBz93Jn9JRvxdiyyo8CTfuKaY= +gopkg.in/yaml.v2 v2.4.0/go.mod h1:RDklbk79AGWmwhnvt/jBztapEOGDOx6ZbXqjP6csGnQ= +gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= +gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA= +gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= +honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4= +honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4= diff --git a/kubernetes/llama-2-7b-chat.yaml b/kubernetes/llama-2-7b-chat.yaml new file mode 100644 index 00000000..d7e1aecd --- /dev/null +++ b/kubernetes/llama-2-7b-chat.yaml @@ -0,0 +1,33 @@ +apiVersion: apps/v1 +kind: Deployment +metadata: + name: llama2 + labels: + app: llama2 +spec: + replicas: 3 + selector: + matchLabels: + app: llama2 + template: + metadata: + labels: + app: llama2 + spec: + containers: + - name: llama2 + image: ghcr.io/sozercan/llama2:7b + ports: + - containerPort: 8080 +--- +apiVersion: v1 +kind: Service +metadata: + name: llama2 +spec: + selector: + app: llama2 + ports: + - protocol: TCP + port: 8080 + targetPort: 8080 diff --git a/kubernetes/orca-2-13b.yaml b/kubernetes/orca-2-13b.yaml new file mode 100644 index 00000000..1578a244 --- /dev/null +++ b/kubernetes/orca-2-13b.yaml @@ -0,0 +1,33 @@ +apiVersion: apps/v1 +kind: Deployment +metadata: + name: orca2 + labels: + app: orca2 +spec: + replicas: 3 + selector: + matchLabels: + app: orca2 + template: + metadata: + labels: + app: orca2 + spec: + containers: + - name: orca2 + image: ghcr.io/sozercan/orca2:13b + ports: + - containerPort: 8080 +--- +apiVersion: v1 +kind: Service +metadata: + name: orca2 +spec: + selector: + app: orca2 + ports: + - protocol: TCP + port: 8080 + targetPort: 8080 diff --git a/models/cuda/llama-2-13b-chat.yaml b/models/cuda/llama-2-13b-chat.yaml new file mode 100644 index 00000000..01f98e35 --- /dev/null +++ b/models/cuda/llama-2-13b-chat.yaml @@ -0,0 +1,21 @@ +#syntax=ghcr.io/sozercan/aikit:latest +apiVersion: v1alpha1 +debug: true +runtime: cuda +models: + - name: llama-2-13b-chat + source: https://huggingface.co/TheBloke/Llama-2-13B-Chat-GGUF/resolve/main/llama-2-13b-chat.Q4_K_M.gguf + sha256: 7ddfe27f61bf994542c22aca213c46ecbd8a624cca74abff02a7b5a8c18f787f +config: | + - name: llama-2-13b-chat + backend: llama + parameters: + top_k: 80 + temperature: 0.2 + top_p: 0.7 + model: llama-2-13b-chat.Q4_K_M.gguf + context_size: 4096 + gpu_layers: 43 + f16: true + batch: 512 + mmap: true diff --git a/models/cuda/llama-2-7b-chat.yaml b/models/cuda/llama-2-7b-chat.yaml new file mode 100644 index 00000000..e0eede81 --- /dev/null +++ b/models/cuda/llama-2-7b-chat.yaml @@ -0,0 +1,21 @@ +#syntax=ghcr.io/sozercan/aikit:latest +apiVersion: v1alpha1 +debug: true +runtime: cuda +models: + - name: llama-2-7b-chat + source: https://huggingface.co/TheBloke/Llama-2-7B-Chat-GGUF/resolve/main/llama-2-7b-chat.Q4_K_M.gguf + sha256: "08a5566d61d7cb6b420c3e4387a39e0078e1f2fe5f055f3a03887385304d4bfa" +config: | + - name: llama-2-7b-chat + backend: llama + parameters: + top_k: 80 + temperature: 0.2 + top_p: 0.7 + model: llama-2-7b-chat.Q4_K_M.gguf + context_size: 4096 + gpu_layers: 35 + f16: true + batch: 512 + mmap: true diff --git a/models/cuda/orca-2-13b.yaml b/models/cuda/orca-2-13b.yaml new file mode 100644 index 00000000..8abec499 --- /dev/null +++ b/models/cuda/orca-2-13b.yaml @@ -0,0 +1,20 @@ +#syntax=ghcr.io/sozercan/aikit:latest +apiVersion: v1alpha1 +debug: true +models: + - name: orca-2-13b + source: https://huggingface.co/TheBloke/Orca-2-13B-GGUF/resolve/main/orca-2-13b.Q4_K_M.gguf + sha256: d37ea225dbe22318a4784a458a1832e34193d46f01a31e0b62e3a841fb8ec9ce +config: | + - name: orca-2-13b + backend: llama + parameters: + top_k: 80 + temperature: 0.2 + top_p: 0.7 + model: orca-2-13b.Q4_K_M.gguf + context_size: 4096 + gpu_layers: 43 + f16: true + batch: 512 + mmap: true diff --git a/models/llama-2-13b-chat.yaml b/models/llama-2-13b-chat.yaml new file mode 100644 index 00000000..2fb46789 --- /dev/null +++ b/models/llama-2-13b-chat.yaml @@ -0,0 +1,16 @@ +#syntax=ghcr.io/sozercan/aikit:latest +apiVersion: v1alpha1 +debug: true +models: + - name: llama-2-13b-chat + source: https://huggingface.co/TheBloke/Llama-2-13B-Chat-GGUF/resolve/main/llama-2-13b-chat.Q4_K_M.gguf + sha256: 7ddfe27f61bf994542c22aca213c46ecbd8a624cca74abff02a7b5a8c18f787f +config: | + - name: llama-2-13b-chat + backend: llama + parameters: + top_k: 80 + temperature: 0.2 + top_p: 0.7 + model: llama-2-13b-chat.Q4_K_M.gguf + context_size: 4096 diff --git a/models/llama-2-7b-chat.yaml b/models/llama-2-7b-chat.yaml new file mode 100644 index 00000000..9f55c7ea --- /dev/null +++ b/models/llama-2-7b-chat.yaml @@ -0,0 +1,16 @@ +#syntax=ghcr.io/sozercan/aikit:latest +apiVersion: v1alpha1 +debug: true +models: + - name: llama-2-7b-chat + source: https://huggingface.co/TheBloke/Llama-2-7B-Chat-GGUF/resolve/main/llama-2-7b-chat.Q4_K_M.gguf + sha256: "08a5566d61d7cb6b420c3e4387a39e0078e1f2fe5f055f3a03887385304d4bfa" +config: | + - name: llama-2-7b-chat + backend: llama + parameters: + top_k: 80 + temperature: 0.2 + top_p: 0.7 + model: llama-2-7b-chat.Q4_K_M.gguf + context_size: 4096 diff --git a/models/orca-2-13b.yaml b/models/orca-2-13b.yaml new file mode 100644 index 00000000..8d5c21f3 --- /dev/null +++ b/models/orca-2-13b.yaml @@ -0,0 +1,16 @@ +#syntax=ghcr.io/sozercan/aikit:latest +apiVersion: v1alpha1 +debug: true +models: + - name: orca-2-13b + source: https://huggingface.co/TheBloke/Orca-2-13B-GGUF/resolve/main/orca-2-13b.Q4_K_M.gguf + sha256: d37ea225dbe22318a4784a458a1832e34193d46f01a31e0b62e3a841fb8ec9ce +config: | + - name: orca-2-13b + backend: llama + parameters: + top_k: 80 + temperature: 0.2 + top_p: 0.7 + model: orca-2-13b.Q4_K_M.gguf + context_size: 4096 diff --git a/pkg/aikit/config/specs.go b/pkg/aikit/config/specs.go new file mode 100644 index 00000000..ea9b26bf --- /dev/null +++ b/pkg/aikit/config/specs.go @@ -0,0 +1,34 @@ +package config + +import ( + "github.com/pkg/errors" + yaml "gopkg.in/yaml.v2" +) + +func NewFromBytes(b []byte) (*Config, error) { + c := &Config{} + if err := yaml.Unmarshal(b, c); err != nil { + return nil, errors.Wrap(err, "unmarshal config") + } + return c, nil +} + +type Config struct { + APIVersion string `yaml:"apiVersion"` + Debug bool `yaml:"debug,omitempty"` + Runtime string `yaml:"runtime,omitempty"` + Models []Model `yaml:"models"` + Config string `yaml:"config,omitempty"` +} + +type Model struct { + Name string `yaml:"name"` + Source string `yaml:"source"` + SHA256 string `yaml:"sha256,omitempty"` + PromptTemplates []PromptTemplate `yaml:"promptTemplates,omitempty"` +} + +type PromptTemplate struct { + Name string `yaml:"name,omitempty"` + Template string `yaml:"template,omitempty"` +} diff --git a/pkg/aikit2llb/convert.go b/pkg/aikit2llb/convert.go new file mode 100644 index 00000000..15fd38bb --- /dev/null +++ b/pkg/aikit2llb/convert.go @@ -0,0 +1,111 @@ +package aikit2llb + +import ( + "fmt" + "net/url" + "path" + + "github.com/moby/buildkit/client/llb" + specs "github.com/opencontainers/image-spec/specs-go/v1" + "github.com/sozercan/aikit/pkg/aikit/config" + "github.com/sozercan/aikit/pkg/utils" +) + +const ( + debianSlim = "docker.io/library/debian:12-slim" + distrolessBase = "gcr.io/distroless/cc-debian12:latest" + localAIVersion = "v1.40.0" + retryCount = 5 + cudaVersion = "12-3" +) + +func Aikit2LLB(c *config.Config) (llb.State, *specs.Image) { + var merge llb.State + s := llb.Image(debianSlim) + s = curl(s) + if c.Runtime == utils.RuntimeNVIDIA { + s, merge = installCuda(s) + } else { + merge = llb.Image(distrolessBase) + } + s, merge = copyModels(s, merge, c) + s = addLocalAI(c, s, merge) + imageCfg := NewImageConfig(c) + return s, imageCfg +} + +func copyModels(s llb.State, merge llb.State, c *config.Config) (llb.State, llb.State) { + initState := s + + // create config file if defined + if c.Config != "" { + s = s.Run(shf("echo \"%s\" >> /config.yaml", c.Config)).Root() + } + + for _, model := range c.Models { + s = s.Run(llb.Shlexf("curl --retry %d --create-dirs -sSLO --output-dir /models %s", retryCount, model.Source)).Root() + // verify sha256 checksum if defined + if model.SHA256 != "" { + path := fmt.Sprintf("/models/%s", fileNameFromURL(model.Source)) + s = s.Run(shf("echo \"%s %s\" | sha256sum -c -", model.SHA256, path)).Root() + } + // create prompt templates if defined + for _, pt := range model.PromptTemplates { + if pt.Name != "" && pt.Template != "" { + s = s.Run(shf("echo \"%s\" >> /models/%s.tmpl", pt.Template, pt.Name)).Root() + } + } + } + diff := llb.Diff(initState, s) + merge = llb.Merge([]llb.State{merge, diff}) + return s, merge +} + +func fileNameFromURL(urlString string) string { + parsedURL, err := url.Parse(urlString) + if err != nil { + panic(err) + } + return path.Base(parsedURL.Path) +} + +func curl(s llb.State) llb.State { + i := s.Run(llb.Shlex("apt-get update"), llb.IgnoreCache).Root() + return i.Run(llb.Shlex("apt-get install curl -y")).Root() +} + +func installCuda(s llb.State) (llb.State, llb.State) { + initState := s + + s = s.Run(shf("curl -O https://developer.download.nvidia.com/compute/cuda/repos/debian12/x86_64/cuda-keyring_1.1-1_all.deb && dpkg -i cuda-keyring_1.1-1_all.deb && rm cuda-keyring_1.1-1_all.deb")).Root() + s = s.Run(llb.Shlex("apt-get update"), llb.IgnoreCache).Root() + s = s.Run(shf("apt-get install -y libcublas-%[1]s cuda-cudart-%[1]s && apt-get clean", cudaVersion)).Root() + + diff := llb.Diff(initState, s) + merge := llb.Merge([]llb.State{llb.Image(distrolessBase), diff}) + return s, merge +} + +func addLocalAI(c *config.Config, s llb.State, merge llb.State) llb.State { + initState := s + var localAIURL string + switch c.Runtime { + case utils.RuntimeNVIDIA: + localAIURL = fmt.Sprintf("https://sertacstorage.blob.core.windows.net/localai/%s/local-ai", localAIVersion) + case utils.RuntimeCPUAVX2: + localAIURL = fmt.Sprintf("https://github.com/mudler/LocalAI/releases/download/%s/local-ai-avx2-Linux-x86_64", localAIVersion) + case utils.RuntimeCPUAVX512: + localAIURL = fmt.Sprintf("https://github.com/mudler/LocalAI/releases/download/%s/local-ai-avx512-Linux-x86_64", localAIVersion) + case utils.RuntimeCPUAVX, "": + localAIURL = fmt.Sprintf("https://github.com/mudler/LocalAI/releases/download/%s/local-ai-avx-Linux-x86_64", localAIVersion) + } + + s = s.Run(llb.Shlexf("curl -Lo /usr/bin/local-ai %s", localAIURL)).Root() + s = s.Run(llb.Shlex("chmod +x /usr/bin/local-ai")).Root() + diff := llb.Diff(initState, s) + return llb.Merge([]llb.State{merge, diff}) +} + +func shf(cmd string, v ...interface{}) llb.RunOption { + return llb.Args([]string{"/bin/sh", "-c", fmt.Sprintf(cmd, v...)}) +} diff --git a/pkg/aikit2llb/image.go b/pkg/aikit2llb/image.go new file mode 100644 index 00000000..75e5972b --- /dev/null +++ b/pkg/aikit2llb/image.go @@ -0,0 +1,50 @@ +package aikit2llb + +import ( + "github.com/moby/buildkit/util/system" + specs "github.com/opencontainers/image-spec/specs-go/v1" + "github.com/sozercan/aikit/pkg/aikit/config" + "github.com/sozercan/aikit/pkg/utils" +) + +func NewImageConfig(c *config.Config) *specs.Image { + img := emptyImage(c) + var debug, config string + if c.Debug { + debug = "--debug" + } + if c.Config != "" { + config = "--config-file=/config.yaml" + } + img.Config.Entrypoint = []string{"local-ai", debug, config} + return img +} + +func emptyImage(c *config.Config) *specs.Image { + img := &specs.Image{ + Platform: specs.Platform{ + Architecture: "amd64", + OS: "linux", + }, + } + img.RootFS.Type = "layers" + img.Config.WorkingDir = "/" + + cudaEnv := []string{ + "PATH=" + system.DefaultPathEnv("linux") + ":/usr/local/cuda/bin", + "NVIDIA_REQUIRE_CUDA=cuda>=12.0", + "NVIDIA_DRIVER_CAPABILITIES=compute,utility", + "NVIDIA_VISIBLE_DEVICES=all", + "LD_LIBRARY_PATH=/usr/local/cuda/lib64", + } + + if c.Runtime == utils.RuntimeNVIDIA { + img.Config.Env = cudaEnv + } else { + img.Config.Env = []string{ + "PATH=" + system.DefaultPathEnv("linux"), + } + } + + return img +} diff --git a/pkg/build/build.go b/pkg/build/build.go new file mode 100644 index 00000000..f80eb249 --- /dev/null +++ b/pkg/build/build.go @@ -0,0 +1,137 @@ +package build + +import ( + "context" + "encoding/json" + "fmt" + "slices" + + "github.com/containerd/containerd/platforms" + "github.com/moby/buildkit/client/llb" + "github.com/moby/buildkit/exporter/containerimage/exptypes" + "github.com/moby/buildkit/frontend/dockerui" + "github.com/moby/buildkit/frontend/gateway/client" + "github.com/pkg/errors" + "github.com/sozercan/aikit/pkg/aikit/config" + "github.com/sozercan/aikit/pkg/aikit2llb" + "github.com/sozercan/aikit/pkg/utils" +) + +const ( + LocalNameDockerfile = "dockerfile" + keyFilename = "filename" + defaultDockerfileName = "aikitfile.yaml" +) + +func Build(ctx context.Context, c client.Client) (*client.Result, error) { + cfg, err := getAikitfileConfig(ctx, c) + if err != nil { + return nil, errors.Wrap(err, "getting aikitfile") + } + + err = validateConfig(cfg) + if err != nil { + return nil, errors.Wrap(err, "validating aikitfile") + } + + st, img := aikit2llb.Aikit2LLB(cfg) + + def, err := st.Marshal(ctx) + if err != nil { + return nil, errors.Wrapf(err, "failed to marshal local source") + } + res, err := c.Solve(ctx, client.SolveRequest{ + Definition: def.ToPB(), + }) + if err != nil { + return nil, errors.Wrapf(err, "failed to resolve dockerfile") + } + ref, err := res.SingleRef() + if err != nil { + return nil, err + } + + config, err := json.Marshal(img) + if err != nil { + return nil, errors.Wrapf(err, "failed to marshal image config") + } + k := platforms.Format(platforms.DefaultSpec()) + + res.AddMeta(fmt.Sprintf("%s/%s", exptypes.ExporterImageConfigKey, k), config) + res.SetRef(ref) + + return res, nil +} + +func getAikitfileConfig(ctx context.Context, c client.Client) (*config.Config, error) { + opts := c.BuildOpts().Opts + filename := opts[keyFilename] + if filename == "" { + filename = defaultDockerfileName + } + + name := "load aikitfile" + if filename != "aikitfile" { + name += " from " + filename + } + + src := llb.Local(LocalNameDockerfile, + llb.IncludePatterns([]string{filename}), + llb.SessionID(c.BuildOpts().SessionID), + llb.SharedKeyHint(defaultDockerfileName), + dockerui.WithInternalName(name), + ) + + def, err := src.Marshal(ctx) + if err != nil { + return nil, errors.Wrapf(err, "failed to marshal local source") + } + + var dtDockerfile []byte + res, err := c.Solve(ctx, client.SolveRequest{ + Definition: def.ToPB(), + }) + if err != nil { + return nil, errors.Wrapf(err, "failed to resolve dockerfile") + } + + ref, err := res.SingleRef() + if err != nil { + return nil, err + } + + dtDockerfile, err = ref.ReadFile(ctx, client.ReadRequest{ + Filename: filename, + }) + if err != nil { + return nil, errors.Wrapf(err, "failed to read dockerfile") + } + + cfg, err := config.NewFromBytes(dtDockerfile) + if err != nil { + return nil, errors.Wrap(err, "getting config") + } + + return cfg, nil +} + +func validateConfig(c *config.Config) error { + if c.APIVersion == "" { + return errors.New("apiVersion is not defined") + } + + if c.APIVersion != utils.APIv1alpha1 { + return errors.Errorf("apiVersion %s is not supported", c.APIVersion) + } + + if len(c.Models) == 0 { + return errors.New("no models defined") + } + + runtimes := []string{"", utils.RuntimeNVIDIA, utils.RuntimeCPUAVX, utils.RuntimeCPUAVX2, utils.RuntimeCPUAVX512} + if !slices.Contains(runtimes, c.Runtime) { + return errors.Errorf("runtime %s is not supported", c.Runtime) + } + + return nil +} diff --git a/pkg/utils/const.go b/pkg/utils/const.go new file mode 100644 index 00000000..cabba268 --- /dev/null +++ b/pkg/utils/const.go @@ -0,0 +1,10 @@ +package utils + +const ( + RuntimeNVIDIA = "cuda" + RuntimeCPUAVX = "avx" + RuntimeCPUAVX2 = "avx2" + RuntimeCPUAVX512 = "avx512" + + APIv1alpha1 = "v1alpha1" +) diff --git a/test/aikitfile-cuda.yaml b/test/aikitfile-cuda.yaml new file mode 100644 index 00000000..98ff34dc --- /dev/null +++ b/test/aikitfile-cuda.yaml @@ -0,0 +1,40 @@ +#syntax=ghcr.io/sozercan/aikit:latest +apiVersion: v1alpha1 +debug: true +runtime: cuda +models: + - name: llama-2-7b-chat + source: https://huggingface.co/TheBloke/Llama-2-7B-Chat-GGUF/resolve/main/llama-2-7b-chat.Q4_K_M.gguf + - name: mistral-7b-instruct + source: https://huggingface.co/TheBloke/Mistral-7B-OpenOrca-GGUF/resolve/main/mistral-7b-openorca.Q6_K.gguf +config: | + - name: llama-2-7b-chat + backend: llama + parameters: + top_k: 80 + temperature: 0.2 + top_p: 0.7 + model: llama-2-7b-chat.Q4_K_M.gguf + context_size: 4096 + gpu_layers: 35 + f16: true + batch: 512 + mmap: true + - name: mistral-7b-instruct + context_size: 4096 + threads: 4 + parameters: + model: mistral-7b-openorca.Q6_K.gguf + temperature: 0.2 + top_k: 40 + top_p: 0.95 + template: + chat_message: chatml + chat: chatml-block + completion: completion + stopwords: + - <|im_end|> + gpu_layers: 35 + f16: true + batch: 512 + mmap: true \ No newline at end of file diff --git a/test/aikitfile-dev.yaml b/test/aikitfile-dev.yaml new file mode 100644 index 00000000..913b75d0 --- /dev/null +++ b/test/aikitfile-dev.yaml @@ -0,0 +1,15 @@ +#syntax=ghcr.io/sozercan/aikit:dev +apiVersion: v1alpha1 +debug: true +models: + - name: llama-2-7b-chat + source: https://huggingface.co/TheBloke/Llama-2-7B-Chat-GGUF/resolve/main/llama-2-7b-chat.Q4_K_M.gguf +config: | + - name: llama-2-7b-chat + backend: llama + parameters: + top_k: 80 + temperature: 0.2 + top_p: 0.7 + model: llama-2-7b-chat.Q4_K_M.gguf + context_size: 4096 diff --git a/test/aikitfile.yaml b/test/aikitfile.yaml new file mode 100644 index 00000000..d6606e3b --- /dev/null +++ b/test/aikitfile.yaml @@ -0,0 +1,15 @@ +#syntax=sozercan/aikit:test +apiVersion: v1alpha1 +debug: true +models: + - name: llama-2-7b-chat + source: https://huggingface.co/TheBloke/Llama-2-7B-Chat-GGUF/resolve/main/llama-2-7b-chat.Q4_K_M.gguf +config: | + - name: llama-2-7b-chat + backend: llama + parameters: + top_k: 80 + temperature: 0.2 + top_p: 0.7 + model: llama-2-7b-chat.Q4_K_M.gguf + context_size: 4096 diff --git a/test/bats/helpers.bash b/test/bats/helpers.bash new file mode 100644 index 00000000..cefef431 --- /dev/null +++ b/test/bats/helpers.bash @@ -0,0 +1,74 @@ +#!/bin/bash + +assert_success() { + if [[ "$status" != 0 ]]; then + echo "expected: 0" + echo "actual: $status" + echo "output: $output" + return 1 + fi +} + +assert_failure() { + if [[ "$status" == 0 ]]; then + echo "expected: non-zero exit code" + echo "actual: $status" + echo "output: $output" + return 1 + fi +} + +assert_equal() { + if [[ "$1" != "$2" ]]; then + echo "expected: $1" + echo "actual: $2" + return 1 + fi +} + +assert_not_equal() { + if [[ "$1" == "$2" ]]; then + echo "unexpected: $1" + echo "actual: $2" + return 1 + fi +} + +assert_match() { + if [[ ! "$2" =~ $1 ]]; then + echo "expected: $1" + echo "actual: $2" + return 1 + fi +} + +assert_not_match() { + if [[ "$2" =~ $1 ]]; then + echo "expected: $1" + echo "actual: $2" + return 1 + fi +} + +assert_len() { + if [[ "$1" != "${#2}" ]]; then + echo "expected len: $1" + echo "actual len: ${#2} ($2)" + return 1 + fi +} + +wait_for_process() { + wait_time="$1" + sleep_time="$2" + cmd="$3" + while [ "$wait_time" -gt 0 ]; do + if eval "$cmd"; then + return 0 + else + sleep "$sleep_time" + wait_time=$((wait_time - sleep_time)) + fi + done + return 1 +} diff --git a/test/bats/test.bats b/test/bats/test.bats new file mode 100644 index 00000000..90ab1631 --- /dev/null +++ b/test/bats/test.bats @@ -0,0 +1,14 @@ +#!/usr/bin/env bats + +load helpers + +WAIT_TIME=120 +SLEEP_TIME=1 + +@test "send request to llama-2-7b-chat" { + run curl --retry 20 --retry-all-errors http://localhost:8080/v1/chat/completions -H "Content-Type: application/json" -d '{ + "model": "llama-2-7b-chat", + "messages": [{"role": "user", "content": "explain kubernetes in a sentence"}], + }' + assert_success +}