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/cmsis-dsp-latest/Testing/PatternGeneration/
DSVM.py122 coef0 = np.array([clf.coef0])
124 params=np.concatenate((supportVectors,dualCoefs,intercept,coef0,gamma))
129 coef0 = np.array([clf.coef0])
131 params=np.concatenate((supportVectors,dualCoefs,intercept,coef0,gamma))
143 clf = svm.SVC(kernel='poly',gamma='auto', coef0=1.1)
196 coef0 = list(np.array([clf.coef0]))
199 return(list(supportVectors + dualCoefs + intercept + coef0 + gamma + degree))
206 coef0 = list(np.array([clf.coef0]))
208 return(list(supportVectors + dualCoefs + intercept + coef0 + gamma))
/cmsis-dsp-latest/Source/SVMFunctions/
Darm_svm_sigmoid_init_f16.c72 float16_t coef0, in arm_svm_sigmoid_init_f16() argument
82 S->coef0 = coef0; in arm_svm_sigmoid_init_f16()
Darm_svm_sigmoid_init_f32.c74 float32_t coef0, in arm_svm_sigmoid_init_f32() argument
84 S->coef0 = coef0; in arm_svm_sigmoid_init_f32()
Darm_svm_polynomial_init_f32.c77 float32_t coef0, in arm_svm_polynomial_init_f32() argument
88 S->coef0 = coef0; in arm_svm_polynomial_init_f32()
Darm_svm_polynomial_init_f16.c75 float16_t coef0, in arm_svm_polynomial_init_f16() argument
86 S->coef0 = coef0; in arm_svm_polynomial_init_f16()
Darm_svm_sigmoid_predict_f32.c157 vtanhq_f32(vaddq_n_f32(vmulq_n_f32(vtmp, S->gamma), S->coef0))); in arm_svm_sigmoid_predict_f32()
232 vtanhq_f32(vaddq_n_f32(vmulq_n_f32(vtmp, S->gamma), S->coef0)), in arm_svm_sigmoid_predict_f32()
291 vtanhq_f32(vaddq_n_f32(vmulq_n_f32(vtmp, S->gamma), S->coef0)), in arm_svm_sigmoid_predict_f32()
316 float32x4_t coef0 = vdupq_n_f32(S->coef0); in arm_svm_sigmoid_predict_f32() local
402 dotV = vaddq_f32(dotV, coef0); in arm_svm_sigmoid_predict_f32()
452 sum += *pDualCoefs++ * tanhf(S->gamma * dot + S->coef0); in arm_svm_sigmoid_predict_f32()
476 sum += S->dualCoefficients[i] * tanhf(S->gamma * dot + S->coef0); in arm_svm_sigmoid_predict_f32()
Darm_svm_polynomial_predict_f32.c160 (vaddq_n_f32(vmulq_n_f32(vtmp, S->gamma), S->coef0), S->degree)); in arm_svm_polynomial_predict_f32()
235 (vaddq_n_f32(vmulq_n_f32(vtmp, S->gamma), S->coef0), S->degree), in arm_svm_polynomial_predict_f32()
294 (vaddq_n_f32(vmulq_n_f32(vtmp, S->gamma), S->coef0), S->degree), in arm_svm_polynomial_predict_f32()
318 float32x4_t coef0 = vdupq_n_f32(S->coef0); in arm_svm_polynomial_predict_f32() local
404 dotV = vaddq_f32(dotV, coef0); in arm_svm_polynomial_predict_f32()
454 sum += *pDualCoefs++ * arm_exponent_f32(S->gamma * dot + S->coef0, S->degree); in arm_svm_polynomial_predict_f32()
478 sum += S->dualCoefficients[i] * arm_exponent_f32(S->gamma * dot + S->coef0, S->degree); in arm_svm_polynomial_predict_f32()
Darm_svm_polynomial_predict_f16.c183 (vaddq_n_f16(vmulq_n_f16(vtmp, S->gamma), S->coef0), in arm_svm_polynomial_predict_f16()
259 (vaddq_n_f16(vmulq_n_f16(vtmp, S->gamma), S->coef0), S->degree), in arm_svm_polynomial_predict_f16()
318 (vaddq_n_f16(vmulq_n_f16(vtmp, S->gamma), S->coef0), S->degree), in arm_svm_polynomial_predict_f16()
354 …] * (_Float16)arm_exponent_f16((_Float16)S->gamma * (_Float16)dot + (_Float16)S->coef0, S->degree); in arm_svm_polynomial_predict_f16()
Darm_svm_sigmoid_predict_f16.c160 vtanhq_f16(vaddq_n_f16(vmulq_n_f16(vtmp, S->gamma), S->coef0)),vctp16q(4)); in arm_svm_sigmoid_predict_f16()
235 vtanhq_f16(vaddq_n_f16(vmulq_n_f16(vtmp, S->gamma), S->coef0)), in arm_svm_sigmoid_predict_f16()
294 vtanhq_f16(vaddq_n_f16(vmulq_n_f16(vtmp, S->gamma), S->coef0)), in arm_svm_sigmoid_predict_f16()
320 …icients[i] * (_Float16)tanhf((float32_t)((_Float16)S->gamma * (_Float16)dot + (_Float16)S->coef0)); in arm_svm_sigmoid_predict_f16()
/cmsis-dsp-latest/Include/dsp/
Dsvm_functions_f16.h89 float16_t coef0; /**< Polynomial constant */ member
120 float16_t coef0; /**< Independent constant */ member
175 float16_t coef0,
243 float16_t coef0,
Dsvm_functions.h103 float32_t coef0; /**< Polynomial constant */ member
134 float32_t coef0; /**< Independent constant */ member
190 float32_t coef0,
258 float32_t coef0,
/cmsis-dsp-latest/PythonWrapper/cmsisdsp_pkg/src/
Dcmsisdsp_svm.c199 ,&self->instance->coef0 in arm_svm_polynomial_instance_f32_init()
215 GETFIELD(arm_svm_polynomial_instance_f32,coef0,"f");
324 ,&self->instance->coef0 in arm_svm_sigmoid_instance_f32_init()
339 GETFIELD(arm_svm_sigmoid_instance_f32,coef0,"f");
438 float32_t coef0; in cmsis_arm_svm_polynomial_init_f32() local
449 &coef0, in cmsis_arm_svm_polynomial_init_f32()
467 coef0, in cmsis_arm_svm_polynomial_init_f32()
543 float32_t coef0; in cmsis_arm_svm_sigmoid_init_f32() local
553 &coef0, in cmsis_arm_svm_sigmoid_init_f32()
570 coef0, in cmsis_arm_svm_sigmoid_init_f32()
/cmsis-dsp-latest/Testing/Source/Benchmarks/
DSVMF16.cpp154 … this->coef0 =paramsp[this->vecDim*this->nbSupportVectors + this->nbSupportVectors + 1] ; in setUp()
165 … this->coef0 =paramsp[this->vecDim*this->nbSupportVectors + this->nbSupportVectors + 1] ; in setUp()
197 this->coef0, in setUp()
228 this->coef0, in setUp()
DSVMF32.cpp154 … this->coef0 =paramsp[this->vecDim*this->nbSupportVectors + this->nbSupportVectors + 1] ; in setUp()
165 … this->coef0 =paramsp[this->vecDim*this->nbSupportVectors + this->nbSupportVectors + 1] ; in setUp()
197 this->coef0, in setUp()
228 this->coef0, in setUp()
/cmsis-dsp-latest/Testing/Source/Tests/
DSVMF16.cpp169 … this->coef0 =paramsp[this->vecDim*this->nbSupportVectors + this->nbSupportVectors + 1] ; in setUp()
178 … this->coef0 =paramsp[this->vecDim*this->nbSupportVectors + this->nbSupportVectors + 1] ; in setUp()
211 this->coef0, in setUp()
242 this->coef0, in setUp()
DSVMF32.cpp168 … this->coef0 =paramsp[this->vecDim*this->nbSupportVectors + this->nbSupportVectors + 1] ; in setUp()
177 … this->coef0 =paramsp[this->vecDim*this->nbSupportVectors + this->nbSupportVectors + 1] ; in setUp()
210 this->coef0, in setUp()
241 this->coef0, in setUp()
/cmsis-dsp-latest/PythonWrapper/examples/
Dtestdsp6.py140 clf = svm.SVC(kernel='poly', gamma='auto', coef0=1.1)
161 coef0=clf.coef0 variable
176 [0,1],degree,coef0,gamma)
/cmsis-dsp-latest/Examples/ARM/arm_svm_example/
Dtrain.py42 clf = svm.SVC(kernel='poly',gamma='auto', coef0=1.1)
70 print("coef0 = %f" % clf.coef0)
/cmsis-dsp-latest/Testing/Include/Tests/
DSVMF16.h32 float16_t coef0, gamma; variable
DSVMF32.h32 float32_t coef0, gamma; variable
/cmsis-dsp-latest/Testing/Include/Benchmarks/
DSVMF16.h30 float16_t coef0, gamma; variable
DSVMF32.h30 float32_t coef0, gamma; variable