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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,15 @@ | ||
| module github.com/Trendyol/go-triton-client/basic-infer | ||
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| go 1.23.2 | ||
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| require github.com/Trendyol/go-triton-client v0.0.1 | ||
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| require ( | ||
| github.com/x448/float16 v0.8.4 // indirect | ||
| golang.org/x/net v0.28.0 // indirect | ||
| golang.org/x/sys v0.24.0 // indirect | ||
| golang.org/x/text v0.17.0 // indirect | ||
| google.golang.org/genproto/googleapis/rpc v0.0.0-20240814211410-ddb44dafa142 // indirect | ||
| google.golang.org/grpc v1.67.1 // indirect | ||
| google.golang.org/protobuf v1.35.1 // indirect | ||
| ) |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,28 @@ | ||
| github.com/Trendyol/go-triton-client v0.0.1 h1:RWWFQQ1vic3vlEZ1YVgzJfpN39JTqJpn9ejf4raJCYY= | ||
| github.com/Trendyol/go-triton-client v0.0.1/go.mod h1:sS2kFrbNgc+3EPSTpc8Py9gNatJs30/UnwZpvxDM4Lk= | ||
| 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/golang/mock v1.6.0 h1:ErTB+efbowRARo13NNdxyJji2egdxLGQhRaY+DUumQc= | ||
| github.com/golang/mock v1.6.0/go.mod h1:p6yTPP+5HYm5mzsMV8JkE6ZKdX+/wYM6Hr+LicevLPs= | ||
| github.com/google/go-cmp v0.6.0 h1:ofyhxvXcZhMsU5ulbFiLKl/XBFqE1GSq7atu8tAmTRI= | ||
| github.com/google/go-cmp v0.6.0/go.mod h1:17dUlkBOakJ0+DkrSSNjCkIjxS6bF9zb3elmeNGIjoY= | ||
| 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/stretchr/testify v1.9.0 h1:HtqpIVDClZ4nwg75+f6Lvsy/wHu+3BoSGCbBAcpTsTg= | ||
| github.com/stretchr/testify v1.9.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY= | ||
| github.com/x448/float16 v0.8.4 h1:qLwI1I70+NjRFUR3zs1JPUCgaCXSh3SW62uAKT1mSBM= | ||
| github.com/x448/float16 v0.8.4/go.mod h1:14CWIYCyZA/cWjXOioeEpHeN/83MdbZDRQHoFcYsOfg= | ||
| golang.org/x/net v0.28.0 h1:a9JDOJc5GMUJ0+UDqmLT86WiEy7iWyIhz8gz8E4e5hE= | ||
| golang.org/x/net v0.28.0/go.mod h1:yqtgsTWOOnlGLG9GFRrK3++bGOUEkNBoHZc8MEDWPNg= | ||
| golang.org/x/sys v0.24.0 h1:Twjiwq9dn6R1fQcyiK+wQyHWfaz/BJB+YIpzU/Cv3Xg= | ||
| golang.org/x/sys v0.24.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA= | ||
| golang.org/x/text v0.17.0 h1:XtiM5bkSOt+ewxlOE/aE/AKEHibwj/6gvWMl9Rsh0Qc= | ||
| golang.org/x/text v0.17.0/go.mod h1:BuEKDfySbSR4drPmRPG/7iBdf8hvFMuRexcpahXilzY= | ||
| google.golang.org/genproto/googleapis/rpc v0.0.0-20240814211410-ddb44dafa142 h1:e7S5W7MGGLaSu8j3YjdezkZ+m1/Nm0uRVRMEMGk26Xs= | ||
| google.golang.org/genproto/googleapis/rpc v0.0.0-20240814211410-ddb44dafa142/go.mod h1:UqMtugtsSgubUsoxbuAoiCXvqvErP7Gf0so0mK9tHxU= | ||
| google.golang.org/grpc v1.67.1 h1:zWnc1Vrcno+lHZCOofnIMvycFcc0QRGIzm9dhnDX68E= | ||
| google.golang.org/grpc v1.67.1/go.mod h1:1gLDyUQU7CTLJI90u3nXZ9ekeghjeM7pTDZlqFNg2AA= | ||
| google.golang.org/protobuf v1.35.1 h1:m3LfL6/Ca+fqnjnlqQXNpFPABW1UD7mjh8KO2mKFytA= | ||
| google.golang.org/protobuf v1.35.1/go.mod h1:9fA7Ob0pmnwhb644+1+CVWFRbNajQ6iRojtC/QF5bRE= | ||
| gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA= | ||
| gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= |
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| package basic_infer | ||
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| import ( | ||
| "context" | ||
| "fmt" | ||
| "github.com/Trendyol/go-triton-client/base" | ||
| "github.com/Trendyol/go-triton-client/client/grpc" | ||
| "github.com/Trendyol/go-triton-client/parser" | ||
| "github.com/Trendyol/go-triton-client/postprocess" | ||
| "log" | ||
| ) | ||
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| func performGRPCInference(tritonClient base.Client) { | ||
| input := grpc.NewInferInput("input_ids", "INT64", []int64{1, 1}, nil) | ||
| err := input.SetData([]int{101, 202536, 102}, true) // Example data | ||
| if err != nil { | ||
| log.Fatal(err) | ||
| } | ||
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| outputs := []base.InferOutput{ | ||
| grpc.NewInferOutput("output_name", map[string]interface{}{"binary_data": true}), | ||
| } | ||
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| response, err := tritonClient.Infer( | ||
| context.Background(), | ||
| "model_name", | ||
| "model_version", | ||
| []base.InferInput{input}, | ||
| outputs, | ||
| nil, | ||
| ) | ||
| if err != nil { | ||
| log.Fatal(err) | ||
| } | ||
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| // Process response | ||
| sliceResp, err := response.AsSlice("output_name") | ||
| if err != nil { | ||
| log.Fatal(err) | ||
| } | ||
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| // Parse the response | ||
| parsedData, ok := parser.ParseSlice[[][]float64](sliceResp) | ||
| if !ok { | ||
| log.Fatal("Failed to parse inference response") | ||
| } | ||
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| // Post-process if needed | ||
| postprocessManager := postprocess.NewPostprocessManager() | ||
| processedData := postprocessManager.Float64ToFloat32Slice2D(parsedData) | ||
| fmt.Println(processedData) | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
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| package basic_infer | ||
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| import ( | ||
| "context" | ||
| "fmt" | ||
| "github.com/Trendyol/go-triton-client/base" | ||
| "github.com/Trendyol/go-triton-client/client/http" | ||
| "github.com/Trendyol/go-triton-client/parser" | ||
| "github.com/Trendyol/go-triton-client/postprocess" | ||
| "log" | ||
| ) | ||
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| func performHttpInference(tritonClient base.Client) { | ||
| inputIds := http.NewInferInput("input_ids", "INT64", []int64{2, 3}, nil) | ||
| err := inputIds.SetData([]int{101, 202536, 102, 101, 202536, 102}, true) | ||
| if err != nil { | ||
| log.Fatal(err) | ||
| } | ||
| tokenTypeIds := http.NewInferInput("token_type_ids", "INT64", []int64{2, 3}, nil) | ||
| err = tokenTypeIds.SetData([]int{0, 0, 0, 0, 0, 0}, true) | ||
| if err != nil { | ||
| log.Fatal(err) | ||
| } | ||
| attentionMask := http.NewInferInput("attention_mask", "INT64", []int64{2, 3}, nil) | ||
| err = attentionMask.SetData([]int{1, 1, 1, 1, 1, 1}, true) | ||
| if err != nil { | ||
| log.Fatal(err) | ||
| } | ||
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| outputs := []base.InferOutput{ | ||
| http.NewInferOutput("logits", map[string]interface{}{"binary_data": true}), | ||
| } | ||
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| response, err := tritonClient.Infer( | ||
| context.Background(), | ||
| "ty_bert", | ||
| "1", | ||
| []base.InferInput{inputIds, tokenTypeIds, attentionMask}, | ||
| outputs, | ||
| nil, | ||
| ) | ||
| if err != nil { | ||
| log.Fatal(err) | ||
| } | ||
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| sliceResp, err := response.AsSlice("logits") | ||
| if err != nil { | ||
| log.Fatal(err) | ||
| } | ||
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| embeddings, ok := parser.ParseSlice[[][][]float64](sliceResp) | ||
| if !ok { | ||
| log.Fatal("Failed to parse inference response") | ||
| } | ||
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| postprocessManager := postprocess.NewPostprocessManager() | ||
| convertedEmbeddings := postprocessManager.Float64ToFloat32Slice3D(embeddings) | ||
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| meanPooledEmbeddings, err := postprocessManager.MeanPoolingFloat32Slice3D(convertedEmbeddings, [][]int64{{1, 1, 1}, {1, 1, 1}}) | ||
| if err != nil { | ||
| log.Fatal(err) | ||
| } | ||
| fmt.Println(meanPooledEmbeddings) | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,45 @@ | ||
| FROM golang:1.23.0 AS builder | ||
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| WORKDIR /app | ||
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| RUN apt-get update && \ | ||
| apt-get install -y git && \ | ||
| apt-get install -y curl | ||
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| RUN curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | bash && \ | ||
| apt-get install -y git-lfs && \ | ||
| git lfs install | ||
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| RUN git clone https://github.com/berkayersoyy/triton-ty-models.git /repo && \ | ||
| cd /repo && git lfs pull && \ | ||
| echo "Repository cloned with LFS files pulled" | ||
|
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| RUN cp -r /repo/models /models && \ | ||
| cp -r /repo/tokenizers /tokenizers | ||
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| RUN rm -rf /repo | ||
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| COPY . . | ||
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| RUN apt-get update && apt-get install -y gcc | ||
|
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| ENV CGO_ENABLED=1 | ||
|
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| RUN go mod tidy && go mod download | ||
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| RUN go build -o main . | ||
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| FROM nvcr.io/nvidia/tritonserver:23.08-py3 | ||
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| RUN apt-get update && apt-get install -y curl | ||
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| COPY --from=builder /models /models | ||
| COPY --from=builder /tokenizers /tokenizers | ||
| COPY --from=builder /app/main /main | ||
|
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| COPY start.sh /start.sh | ||
| RUN chmod +x /start.sh | ||
|
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| EXPOSE 8000 8001 8002 | ||
|
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| ENTRYPOINT ["/start.sh"] |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,19 @@ | ||
| module github.com/Trendyol/go-triton-client/end2end_inference | ||
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| go 1.23.0 | ||
|
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| require ( | ||
| github.com/Trendyol/go-triton-client v0.0.1 | ||
| github.com/Trendyol/go-triton-client/tokenizer v0.0.0-20241121105756-3ad8b9c92dce | ||
| ) | ||
|
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| require ( | ||
| github.com/daulet/tokenizers v0.9.0 // indirect | ||
| github.com/x448/float16 v0.8.4 // indirect | ||
| golang.org/x/net v0.28.0 // indirect | ||
| golang.org/x/sys v0.24.0 // indirect | ||
| golang.org/x/text v0.17.0 // indirect | ||
| google.golang.org/genproto/googleapis/rpc v0.0.0-20240814211410-ddb44dafa142 // indirect | ||
| google.golang.org/grpc v1.67.1 // indirect | ||
| google.golang.org/protobuf v1.35.1 // indirect | ||
| ) |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,32 @@ | ||
| github.com/Trendyol/go-triton-client v0.0.1 h1:RWWFQQ1vic3vlEZ1YVgzJfpN39JTqJpn9ejf4raJCYY= | ||
| github.com/Trendyol/go-triton-client v0.0.1/go.mod h1:sS2kFrbNgc+3EPSTpc8Py9gNatJs30/UnwZpvxDM4Lk= | ||
| github.com/Trendyol/go-triton-client/tokenizer v0.0.0-20241121105756-3ad8b9c92dce h1:hlZNkBxJl2MYRy6ERKKdGlr6bZ/p/BRdoBhZXzHWJvg= | ||
| github.com/Trendyol/go-triton-client/tokenizer v0.0.0-20241121105756-3ad8b9c92dce/go.mod h1:cN2Sb6vK08mXGhj5hSr36Hn8O/Xm92hyciqJbZxOsb0= | ||
| github.com/daulet/tokenizers v0.9.0 h1:PSjFUGeuhqb3C0GKP9hdvtHvJ6L1AZceV+0nYGACtCk= | ||
| github.com/daulet/tokenizers v0.9.0/go.mod h1:tGnMdZthXdcWY6DGD07IygpwJqiPvG85FQUnhs/wSCs= | ||
| 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/golang/mock v1.6.0 h1:ErTB+efbowRARo13NNdxyJji2egdxLGQhRaY+DUumQc= | ||
| github.com/golang/mock v1.6.0/go.mod h1:p6yTPP+5HYm5mzsMV8JkE6ZKdX+/wYM6Hr+LicevLPs= | ||
| github.com/google/go-cmp v0.6.0 h1:ofyhxvXcZhMsU5ulbFiLKl/XBFqE1GSq7atu8tAmTRI= | ||
| github.com/google/go-cmp v0.6.0/go.mod h1:17dUlkBOakJ0+DkrSSNjCkIjxS6bF9zb3elmeNGIjoY= | ||
| 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/stretchr/testify v1.9.0 h1:HtqpIVDClZ4nwg75+f6Lvsy/wHu+3BoSGCbBAcpTsTg= | ||
| github.com/stretchr/testify v1.9.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY= | ||
| github.com/x448/float16 v0.8.4 h1:qLwI1I70+NjRFUR3zs1JPUCgaCXSh3SW62uAKT1mSBM= | ||
| github.com/x448/float16 v0.8.4/go.mod h1:14CWIYCyZA/cWjXOioeEpHeN/83MdbZDRQHoFcYsOfg= | ||
| golang.org/x/net v0.28.0 h1:a9JDOJc5GMUJ0+UDqmLT86WiEy7iWyIhz8gz8E4e5hE= | ||
| golang.org/x/net v0.28.0/go.mod h1:yqtgsTWOOnlGLG9GFRrK3++bGOUEkNBoHZc8MEDWPNg= | ||
| golang.org/x/sys v0.24.0 h1:Twjiwq9dn6R1fQcyiK+wQyHWfaz/BJB+YIpzU/Cv3Xg= | ||
| golang.org/x/sys v0.24.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA= | ||
| golang.org/x/text v0.17.0 h1:XtiM5bkSOt+ewxlOE/aE/AKEHibwj/6gvWMl9Rsh0Qc= | ||
| golang.org/x/text v0.17.0/go.mod h1:BuEKDfySbSR4drPmRPG/7iBdf8hvFMuRexcpahXilzY= | ||
| google.golang.org/genproto/googleapis/rpc v0.0.0-20240814211410-ddb44dafa142 h1:e7S5W7MGGLaSu8j3YjdezkZ+m1/Nm0uRVRMEMGk26Xs= | ||
| google.golang.org/genproto/googleapis/rpc v0.0.0-20240814211410-ddb44dafa142/go.mod h1:UqMtugtsSgubUsoxbuAoiCXvqvErP7Gf0so0mK9tHxU= | ||
| google.golang.org/grpc v1.67.1 h1:zWnc1Vrcno+lHZCOofnIMvycFcc0QRGIzm9dhnDX68E= | ||
| google.golang.org/grpc v1.67.1/go.mod h1:1gLDyUQU7CTLJI90u3nXZ9ekeghjeM7pTDZlqFNg2AA= | ||
| google.golang.org/protobuf v1.35.1 h1:m3LfL6/Ca+fqnjnlqQXNpFPABW1UD7mjh8KO2mKFytA= | ||
| google.golang.org/protobuf v1.35.1/go.mod h1:9fA7Ob0pmnwhb644+1+CVWFRbNajQ6iRojtC/QF5bRE= | ||
| gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA= | ||
| gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= |
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